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  </RUN>
  <RUN alias="GSM2160219_r1" accession="SRR3548185">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548185</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160219_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776347" refname="GSM2160219"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160219_r2" accession="SRR3548186">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548186</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160219_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776347" refname="GSM2160219"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160220_r1" accession="SRR3548187">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548187</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160220_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776348" refname="GSM2160220"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160220_r2" accession="SRR3548188">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548188</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160220_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776348" refname="GSM2160220"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160221_r1" accession="SRR3548189">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548189</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160221_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776349" refname="GSM2160221"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160221_r2" accession="SRR3548190">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548190</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160221_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776349" refname="GSM2160221"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160222_r1" accession="SRR3548191">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548191</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160222_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776350" refname="GSM2160222"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160222_r2" accession="SRR3548192">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548192</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160222_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776350" refname="GSM2160222"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160223_r1" accession="SRR3548193">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548193</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160223_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776351" refname="GSM2160223"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160223_r2" accession="SRR3548194">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548194</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160223_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776351" refname="GSM2160223"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160224_r1" accession="SRR3548195">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548195</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160224_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776352" refname="GSM2160224"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160224_r2" accession="SRR3548196">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548196</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160224_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776352" refname="GSM2160224"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160225_r1" accession="SRR3548197">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548197</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160225_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776353" refname="GSM2160225"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160225_r2" accession="SRR3548198">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548198</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160225_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776353" refname="GSM2160225"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160226_r1" accession="SRR3548199">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548199</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160226_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776354" refname="GSM2160226"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160226_r2" accession="SRR3548200">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548200</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160226_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776354" refname="GSM2160226"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160227_r1" accession="SRR3548201">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548201</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160227_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776355" refname="GSM2160227"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160227_r2" accession="SRR3548202">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548202</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160227_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776355" refname="GSM2160227"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160228_r1" accession="SRR3548203">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548203</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160228_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776356" refname="GSM2160228"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160228_r2" accession="SRR3548204">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548204</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160228_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776356" refname="GSM2160228"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160229_r1" accession="SRR3548205">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548205</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160229_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776357" refname="GSM2160229"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160229_r2" accession="SRR3548206">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548206</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160229_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776357" refname="GSM2160229"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160230_r1" accession="SRR3548207">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548207</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160230_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776358" refname="GSM2160230"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160230_r2" accession="SRR3548208">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548208</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160230_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776358" refname="GSM2160230"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160231_r1" accession="SRR3548209">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548209</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160231_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776359" refname="GSM2160231"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160231_r2" accession="SRR3548210">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548210</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160231_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776359" refname="GSM2160231"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160232_r1" accession="SRR3548211">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548211</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160232_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776360" refname="GSM2160232"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160232_r2" accession="SRR3548212">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548212</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160232_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776360" refname="GSM2160232"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160233_r1" accession="SRR3548213">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548213</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160233_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776361" refname="GSM2160233"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160233_r2" accession="SRR3548214">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548214</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160233_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776361" refname="GSM2160233"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160234_r1" accession="SRR3548215">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548215</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160234_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776362" refname="GSM2160234"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160234_r2" accession="SRR3548216">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548216</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160234_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776362" refname="GSM2160234"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160235_r1" accession="SRR3548217">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548217</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160235_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776363" refname="GSM2160235"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160235_r2" accession="SRR3548218">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548218</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160235_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776363" refname="GSM2160235"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160236_r1" accession="SRR3548219">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548219</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160236_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776364" refname="GSM2160236"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160236_r2" accession="SRR3548220">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548220</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160236_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776364" refname="GSM2160236"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160237_r1" accession="SRR3548221">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548221</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160237_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776365" refname="GSM2160237"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160237_r2" accession="SRR3548222">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548222</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160237_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776365" refname="GSM2160237"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160238_r1" accession="SRR3548223">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548223</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160238_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776366" refname="GSM2160238"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160238_r2" accession="SRR3548224">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548224</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160238_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776366" refname="GSM2160238"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160239_r1" accession="SRR3548225">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548225</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160239_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776367" refname="GSM2160239"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160239_r2" accession="SRR3548226">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548226</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160239_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776367" refname="GSM2160239"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160240_r1" accession="SRR3548227">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548227</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160240_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776368" refname="GSM2160240"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160240_r2" accession="SRR3548228">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548228</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160240_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776368" refname="GSM2160240"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160241_r1" accession="SRR3548229">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548229</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160241_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776369" refname="GSM2160241"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160241_r2" accession="SRR3548230">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548230</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160241_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776369" refname="GSM2160241"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160242_r1" accession="SRR3548231">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548231</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160242_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776370" refname="GSM2160242"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160242_r2" accession="SRR3548232">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548232</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160242_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776370" refname="GSM2160242"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160243_r1" accession="SRR3548233">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548233</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160243_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776371" refname="GSM2160243"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160243_r2" accession="SRR3548234">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548234</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160243_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776371" refname="GSM2160243"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160244_r1" accession="SRR3548235">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548235</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160244_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776372" refname="GSM2160244"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160244_r2" accession="SRR3548236">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548236</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160244_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776372" refname="GSM2160244"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160245_r1" accession="SRR3548237">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548237</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160245_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776373" refname="GSM2160245"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160245_r2" accession="SRR3548238">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548238</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160245_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776373" refname="GSM2160245"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160246_r1" accession="SRR3548239">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548239</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160246_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776374" refname="GSM2160246"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160246_r2" accession="SRR3548240">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548240</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160246_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776374" refname="GSM2160246"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160247_r1" accession="SRR3548241">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548241</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160247_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776375" refname="GSM2160247"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160247_r2" accession="SRR3548242">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548242</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160247_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776375" refname="GSM2160247"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160248_r1" accession="SRR3548243">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548243</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160248_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776376" refname="GSM2160248"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160248_r2" accession="SRR3548244">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548244</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160248_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776376" refname="GSM2160248"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160249_r1" accession="SRR3548245">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548245</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160249_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776377" refname="GSM2160249"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160249_r2" accession="SRR3548246">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548246</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160249_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776377" refname="GSM2160249"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160250_r1" accession="SRR3548247">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548247</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160250_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776378" refname="GSM2160250"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160250_r2" accession="SRR3548248">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548248</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160250_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776378" refname="GSM2160250"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160251_r1" accession="SRR3548249">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548249</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160251_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776379" refname="GSM2160251"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160251_r2" accession="SRR3548250">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548250</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160251_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776379" refname="GSM2160251"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160252_r1" accession="SRR3548251">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548251</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160252_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776380" refname="GSM2160252"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160252_r2" accession="SRR3548252">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548252</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160252_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776380" refname="GSM2160252"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160253_r1" accession="SRR3548253">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548253</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160253_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776381" refname="GSM2160253"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160253_r2" accession="SRR3548254">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548254</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160253_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776381" refname="GSM2160253"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160254_r1" accession="SRR3548255">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548255</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160254_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776382" refname="GSM2160254"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160254_r2" accession="SRR3548256">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548256</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160254_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776382" refname="GSM2160254"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160255_r1" accession="SRR3548257">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548257</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160255_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776383" refname="GSM2160255"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160255_r2" accession="SRR3548258">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548258</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160255_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776383" refname="GSM2160255"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160256_r1" accession="SRR3548259">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548259</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160256_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776384" refname="GSM2160256"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160256_r2" accession="SRR3548260">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548260</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160256_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776384" refname="GSM2160256"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160257_r1" accession="SRR3548261">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548261</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160257_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776385" refname="GSM2160257"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160257_r2" accession="SRR3548262">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548262</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160257_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776385" refname="GSM2160257"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160258_r1" accession="SRR3548263">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548263</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160258_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776386" refname="GSM2160258"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160258_r2" accession="SRR3548264">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548264</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160258_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776386" refname="GSM2160258"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160259_r1" accession="SRR3548265">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548265</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160259_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776387" refname="GSM2160259"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160259_r2" accession="SRR3548266">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548266</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160259_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776387" refname="GSM2160259"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160260_r1" accession="SRR3548267">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548267</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160260_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776388" refname="GSM2160260"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160260_r2" accession="SRR3548268">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548268</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160260_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776388" refname="GSM2160260"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160261_r1" accession="SRR3548269">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548269</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160261_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776389" refname="GSM2160261"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160261_r2" accession="SRR3548270">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548270</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160261_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776389" refname="GSM2160261"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160262_r1" accession="SRR3548271">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548271</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160262_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776390" refname="GSM2160262"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160262_r2" accession="SRR3548272">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548272</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160262_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776390" refname="GSM2160262"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160263_r1" accession="SRR3548273">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548273</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160263_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776391" refname="GSM2160263"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160263_r2" accession="SRR3548274">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548274</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160263_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776391" refname="GSM2160263"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160264_r1" accession="SRR3548275">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548275</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160264_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776392" refname="GSM2160264"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160264_r2" accession="SRR3548276">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548276</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160264_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776392" refname="GSM2160264"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160265_r1" accession="SRR3548277">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548277</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160265_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776393" refname="GSM2160265"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160265_r2" accession="SRR3548278">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548278</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160265_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776393" refname="GSM2160265"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160266_r1" accession="SRR3548279">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548279</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160266_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776394" refname="GSM2160266"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160266_r2" accession="SRR3548280">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548280</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160266_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776394" refname="GSM2160266"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160267_r1" accession="SRR3548281">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548281</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160267_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776395" refname="GSM2160267"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160267_r2" accession="SRR3548282">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548282</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160267_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776395" refname="GSM2160267"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160268_r1" accession="SRR3548283">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548283</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160268_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776396" refname="GSM2160268"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160268_r2" accession="SRR3548284">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548284</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160268_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776396" refname="GSM2160268"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160269_r1" accession="SRR3548285">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548285</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160269_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776397" refname="GSM2160269"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160269_r2" accession="SRR3548286">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548286</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160269_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776397" refname="GSM2160269"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160270_r1" accession="SRR3548287">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548287</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160270_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776398" refname="GSM2160270"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160270_r2" accession="SRR3548288">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548288</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160270_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776398" refname="GSM2160270"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160271_r1" accession="SRR3548289">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548289</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160271_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776399" refname="GSM2160271"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160271_r2" accession="SRR3548290">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548290</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160271_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776399" refname="GSM2160271"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160272_r1" accession="SRR3548291">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548291</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160272_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776400" refname="GSM2160272"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160272_r2" accession="SRR3548292">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548292</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160272_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776400" refname="GSM2160272"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160273_r1" accession="SRR3548293">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548293</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160273_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776401" refname="GSM2160273"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160273_r2" accession="SRR3548294">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548294</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160273_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776401" refname="GSM2160273"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160274_r1" accession="SRR3548295">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548295</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160274_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776402" refname="GSM2160274"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160274_r2" accession="SRR3548296">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548296</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160274_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776402" refname="GSM2160274"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160275_r1" accession="SRR3548297">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548297</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160275_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776403" refname="GSM2160275"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160275_r2" accession="SRR3548298">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548298</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160275_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776403" refname="GSM2160275"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160276_r1" accession="SRR3548299">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548299</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160276_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776404" refname="GSM2160276"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160276_r2" accession="SRR3548300">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548300</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160276_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776404" refname="GSM2160276"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160277_r1" accession="SRR3548301">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548301</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160277_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776405" refname="GSM2160277"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160278_r1" accession="SRR3548302">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548302</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160278_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776406" refname="GSM2160278"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160279_r1" accession="SRR3548303">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548303</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160279_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776407" refname="GSM2160279"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160280_r1" accession="SRR3548304">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548304</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160280_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776408" refname="GSM2160280"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160281_r1" accession="SRR3548305">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548305</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160281_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776409" refname="GSM2160281"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160282_r1" accession="SRR3548306">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548306</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160282_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776410" refname="GSM2160282"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160283_r1" accession="SRR3548307">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548307</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160283_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776411" refname="GSM2160283"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160284_r1" accession="SRR3548308">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548308</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160284_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776412" refname="GSM2160284"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160285_r1" accession="SRR3548309">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548309</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160285_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776413" refname="GSM2160285"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160286_r1" accession="SRR3548310">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548310</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160286_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776414" refname="GSM2160286"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160287_r1" accession="SRR3548311">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548311</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160287_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776415" refname="GSM2160287"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160288_r1" accession="SRR3548312">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548312</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160288_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776416" refname="GSM2160288"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160289_r1" accession="SRR3548313">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548313</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160289_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776417" refname="GSM2160289"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160290_r1" accession="SRR3548314">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548314</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160290_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776418" refname="GSM2160290"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160291_r1" accession="SRR3548315">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548315</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160291_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776419" refname="GSM2160291"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160292_r1" accession="SRR3548316">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548316</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160292_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776420" refname="GSM2160292"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160293_r1" accession="SRR3548317">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548317</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160293_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776421" refname="GSM2160293"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160294_r1" accession="SRR3548318">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548318</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160294_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776422" refname="GSM2160294"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160295_r1" accession="SRR3548319">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548319</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160295_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776423" refname="GSM2160295"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160296_r1" accession="SRR3548320">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548320</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160296_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776424" refname="GSM2160296"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160297_r1" accession="SRR3548321">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548321</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160297_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776425" refname="GSM2160297"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160298_r1" accession="SRR3548322">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548322</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160298_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776426" refname="GSM2160298"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160299_r1" accession="SRR3548323">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548323</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160299_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776427" refname="GSM2160299"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160300_r1" accession="SRR3548324">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548324</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160300_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776428" refname="GSM2160300"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160301_r1" accession="SRR3548325">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548325</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160301_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776429" refname="GSM2160301"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160302_r1" accession="SRR3548326">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548326</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160302_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776430" refname="GSM2160302"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160303_r1" accession="SRR3548327">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548327</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160303_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776431" refname="GSM2160303"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160304_r1" accession="SRR3548328">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548328</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160304_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776432" refname="GSM2160304"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160305_r1" accession="SRR3548329">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548329</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160305_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776433" refname="GSM2160305"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160306_r1" accession="SRR3548330">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548330</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160306_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776434" refname="GSM2160306"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160307_r1" accession="SRR3548331">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548331</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160307_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776435" refname="GSM2160307"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160307_r2" accession="SRR3548332">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548332</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160307_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776435" refname="GSM2160307"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160308_r1" accession="SRR3548333">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548333</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160308_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776436" refname="GSM2160308"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160308_r2" accession="SRR3548334">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548334</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160308_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776436" refname="GSM2160308"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160309_r1" accession="SRR3548335">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548335</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160309_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776437" refname="GSM2160309"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160309_r2" accession="SRR3548336">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548336</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160309_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776437" refname="GSM2160309"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160310_r1" accession="SRR3548337">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548337</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160310_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776438" refname="GSM2160310"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160310_r2" accession="SRR3548338">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548338</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160310_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776438" refname="GSM2160310"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160311_r1" accession="SRR3548339">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548339</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160311_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776439" refname="GSM2160311"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160311_r2" accession="SRR3548340">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548340</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160311_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776439" refname="GSM2160311"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160312_r1" accession="SRR3548341">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548341</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160312_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776440" refname="GSM2160312"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160312_r2" accession="SRR3548342">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548342</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160312_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776440" refname="GSM2160312"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160313_r1" accession="SRR3548343">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548343</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160313_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776441" refname="GSM2160313"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160313_r2" accession="SRR3548344">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548344</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160313_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776441" refname="GSM2160313"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160314_r1" accession="SRR3548345">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548345</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160314_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776442" refname="GSM2160314"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160314_r2" accession="SRR3548346">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548346</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160314_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776442" refname="GSM2160314"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160315_r1" accession="SRR3548347">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548347</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160315_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776443" refname="GSM2160315"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160315_r2" accession="SRR3548348">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548348</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160315_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776443" refname="GSM2160315"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160316_r1" accession="SRR3548349">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548349</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160316_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776444" refname="GSM2160316"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160316_r2" accession="SRR3548350">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548350</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160316_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776444" refname="GSM2160316"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160317_r1" accession="SRR3548351">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548351</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160317_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776445" refname="GSM2160317"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160317_r2" accession="SRR3548352">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548352</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160317_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776445" refname="GSM2160317"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160318_r1" accession="SRR3548353">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548353</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160318_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776446" refname="GSM2160318"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160318_r2" accession="SRR3548354">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548354</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160318_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776446" refname="GSM2160318"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160319_r1" accession="SRR3548355">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548355</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160319_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776447" refname="GSM2160319"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160319_r2" accession="SRR3548356">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548356</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160319_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776447" refname="GSM2160319"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160320_r1" accession="SRR3548357">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548357</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160320_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776448" refname="GSM2160320"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160320_r2" accession="SRR3548358">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548358</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160320_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776448" refname="GSM2160320"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160321_r1" accession="SRR3548359">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548359</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160321_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776449" refname="GSM2160321"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160321_r2" accession="SRR3548360">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548360</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160321_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776449" refname="GSM2160321"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160322_r1" accession="SRR3548361">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548361</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160322_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776450" refname="GSM2160322"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160322_r2" accession="SRR3548362">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548362</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160322_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776450" refname="GSM2160322"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160323_r1" accession="SRR3548363">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548363</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160323_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776451" refname="GSM2160323"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160323_r2" accession="SRR3548364">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548364</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160323_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776451" refname="GSM2160323"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160324_r1" accession="SRR3548365">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548365</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160324_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776452" refname="GSM2160324"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160324_r2" accession="SRR3548366">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548366</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160324_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776452" refname="GSM2160324"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160325_r1" accession="SRR3548367">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548367</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160325_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776453" refname="GSM2160325"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160325_r2" accession="SRR3548368">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548368</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160325_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776453" refname="GSM2160325"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160326_r1" accession="SRR3548369">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548369</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160326_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776454" refname="GSM2160326"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160326_r2" accession="SRR3548370">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548370</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160326_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776454" refname="GSM2160326"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160327_r1" accession="SRR3548371">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548371</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160327_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776455" refname="GSM2160327"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160327_r2" accession="SRR3548372">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548372</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160327_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776455" refname="GSM2160327"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160328_r1" accession="SRR3548373">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548373</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160328_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776456" refname="GSM2160328"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160328_r2" accession="SRR3548374">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548374</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160328_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776456" refname="GSM2160328"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160329_r1" accession="SRR3548375">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548375</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160329_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776457" refname="GSM2160329"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160329_r2" accession="SRR3548376">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548376</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160329_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776457" refname="GSM2160329"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160330_r1" accession="SRR3548377">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548377</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160330_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776458" refname="GSM2160330"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160330_r2" accession="SRR3548378">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548378</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160330_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776458" refname="GSM2160330"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160331_r1" accession="SRR3548379">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548379</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160331_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776459" refname="GSM2160331"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160331_r2" accession="SRR3548380">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548380</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160331_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776459" refname="GSM2160331"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160332_r1" accession="SRR3548381">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548381</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160332_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776460" refname="GSM2160332"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160332_r2" accession="SRR3548382">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548382</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160332_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776460" refname="GSM2160332"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160333_r1" accession="SRR3548383">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548383</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160333_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776461" refname="GSM2160333"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160333_r2" accession="SRR3548384">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548384</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160333_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776461" refname="GSM2160333"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160334_r1" accession="SRR3548385">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548385</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160334_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776462" refname="GSM2160334"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160334_r2" accession="SRR3548386">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548386</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160334_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776462" refname="GSM2160334"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160335_r1" accession="SRR3548387">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548387</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160335_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776463" refname="GSM2160335"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160335_r2" accession="SRR3548388">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548388</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160335_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776463" refname="GSM2160335"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160336_r1" accession="SRR3548389">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548389</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160336_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776464" refname="GSM2160336"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160336_r2" accession="SRR3548390">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548390</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160336_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776464" refname="GSM2160336"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160337_r1" accession="SRR3548391">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548391</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160337_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776465" refname="GSM2160337"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160337_r2" accession="SRR3548392">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548392</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160337_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776465" refname="GSM2160337"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160338_r1" accession="SRR3548393">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548393</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160338_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776466" refname="GSM2160338"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160338_r2" accession="SRR3548394">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548394</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160338_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776466" refname="GSM2160338"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160339_r1" accession="SRR3548395">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548395</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160339_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776467" refname="GSM2160339"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160339_r2" accession="SRR3548396">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548396</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160339_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776467" refname="GSM2160339"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160340_r1" accession="SRR3548397">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548397</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160340_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776468" refname="GSM2160340"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160340_r2" accession="SRR3548398">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548398</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160340_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776468" refname="GSM2160340"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160341_r1" accession="SRR3548399">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548399</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160341_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776469" refname="GSM2160341"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160341_r2" accession="SRR3548400">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548400</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160341_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776469" refname="GSM2160341"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160342_r1" accession="SRR3548401">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548401</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160342_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776470" refname="GSM2160342"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160342_r2" accession="SRR3548402">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548402</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160342_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776470" refname="GSM2160342"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160343_r1" accession="SRR3548403">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548403</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160343_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776471" refname="GSM2160343"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160343_r2" accession="SRR3548404">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548404</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160343_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776471" refname="GSM2160343"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160344_r1" accession="SRR3548405">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548405</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160344_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776472" refname="GSM2160344"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160344_r2" accession="SRR3548406">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548406</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160344_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776472" refname="GSM2160344"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160345_r1" accession="SRR3548407">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548407</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160345_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776473" refname="GSM2160345"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160345_r2" accession="SRR3548408">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548408</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160345_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776473" refname="GSM2160345"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160346_r1" accession="SRR3548409">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548409</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160346_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776474" refname="GSM2160346"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160346_r2" accession="SRR3548410">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548410</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160346_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776474" refname="GSM2160346"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160347_r1" accession="SRR3548411">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548411</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160347_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776475" refname="GSM2160347"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160347_r2" accession="SRR3548412">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548412</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160347_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776475" refname="GSM2160347"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160348_r1" accession="SRR3548413">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548413</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160348_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776476" refname="GSM2160348"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160348_r2" accession="SRR3548414">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548414</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160348_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776476" refname="GSM2160348"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160349_r1" accession="SRR3548415">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548415</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160349_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776477" refname="GSM2160349"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160349_r2" accession="SRR3548416">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548416</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160349_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776477" refname="GSM2160349"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160350_r1" accession="SRR3548417">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548417</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160350_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776478" refname="GSM2160350"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160350_r2" accession="SRR3548418">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548418</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160350_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776478" refname="GSM2160350"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160351_r1" accession="SRR3548419">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548419</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160351_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776479" refname="GSM2160351"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160351_r2" accession="SRR3548420">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548420</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160351_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776479" refname="GSM2160351"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160352_r1" accession="SRR3548421">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548421</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160352_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776480" refname="GSM2160352"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160352_r2" accession="SRR3548422">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548422</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160352_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776480" refname="GSM2160352"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160353_r1" accession="SRR3548423">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548423</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160353_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776481" refname="GSM2160353"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160353_r2" accession="SRR3548424">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548424</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160353_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776481" refname="GSM2160353"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160354_r1" accession="SRR3548425">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548425</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160354_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776482" refname="GSM2160354"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160354_r2" accession="SRR3548426">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548426</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160354_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776482" refname="GSM2160354"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160355_r1" accession="SRR3548427">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548427</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160355_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776483" refname="GSM2160355"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160355_r2" accession="SRR3548428">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548428</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160355_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776483" refname="GSM2160355"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160356_r1" accession="SRR3548429">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548429</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160356_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776484" refname="GSM2160356"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160356_r2" accession="SRR3548430">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548430</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160356_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776484" refname="GSM2160356"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160357_r1" accession="SRR3548431">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548431</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160357_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776485" refname="GSM2160357"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160357_r2" accession="SRR3548432">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548432</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160357_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776485" refname="GSM2160357"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160358_r1" accession="SRR3548433">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548433</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160358_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776486" refname="GSM2160358"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160358_r2" accession="SRR3548434">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548434</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160358_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776486" refname="GSM2160358"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160359_r1" accession="SRR3548435">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548435</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160359_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776487" refname="GSM2160359"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160359_r2" accession="SRR3548436">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548436</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160359_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776487" refname="GSM2160359"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160360_r1" accession="SRR3548437">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548437</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160360_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776488" refname="GSM2160360"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160360_r2" accession="SRR3548438">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548438</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160360_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776488" refname="GSM2160360"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160361_r1" accession="SRR3548439">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548439</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160361_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776489" refname="GSM2160361"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160361_r2" accession="SRR3548440">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548440</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160361_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776489" refname="GSM2160361"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160362_r1" accession="SRR3548441">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548441</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160362_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776490" refname="GSM2160362"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160362_r2" accession="SRR3548442">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548442</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160362_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776490" refname="GSM2160362"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160363_r1" accession="SRR3548443">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548443</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160363_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776491" refname="GSM2160363"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160363_r2" accession="SRR3548444">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548444</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160363_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776491" refname="GSM2160363"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160364_r1" accession="SRR3548445">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548445</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160364_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776492" refname="GSM2160364"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160364_r2" accession="SRR3548446">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548446</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160364_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776492" refname="GSM2160364"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160365_r1" accession="SRR3548447">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548447</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160365_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776493" refname="GSM2160365"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160365_r2" accession="SRR3548448">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548448</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160365_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776493" refname="GSM2160365"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160366_r1" accession="SRR3548449">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548449</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160366_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776494" refname="GSM2160366"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160366_r2" accession="SRR3548450">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548450</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160366_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776494" refname="GSM2160366"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160367_r1" accession="SRR3548451">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548451</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160367_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776495" refname="GSM2160367"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160367_r2" accession="SRR3548452">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548452</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160367_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776495" refname="GSM2160367"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160368_r1" accession="SRR3548453">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548453</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160368_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776496" refname="GSM2160368"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160368_r2" accession="SRR3548454">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548454</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160368_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776496" refname="GSM2160368"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160369_r1" accession="SRR3548455">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548455</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160369_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776497" refname="GSM2160369"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160369_r2" accession="SRR3548456">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548456</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160369_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776497" refname="GSM2160369"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160370_r1" accession="SRR3548457">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548457</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160370_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776498" refname="GSM2160370"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160370_r2" accession="SRR3548458">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548458</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160370_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776498" refname="GSM2160370"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160371_r1" accession="SRR3548459">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548459</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160371_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776499" refname="GSM2160371"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160371_r2" accession="SRR3548460">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548460</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160371_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776499" refname="GSM2160371"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160372_r1" accession="SRR3548461">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548461</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160372_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776500" refname="GSM2160372"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160372_r2" accession="SRR3548462">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548462</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160372_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776500" refname="GSM2160372"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160373_r1" accession="SRR3548463">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548463</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160373_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776501" refname="GSM2160373"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160373_r2" accession="SRR3548464">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548464</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160373_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776501" refname="GSM2160373"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160374_r1" accession="SRR3548465">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548465</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160374_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776502" refname="GSM2160374"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160374_r2" accession="SRR3548466">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548466</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160374_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776502" refname="GSM2160374"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160375_r1" accession="SRR3548467">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548467</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160375_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776503" refname="GSM2160375"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160375_r2" accession="SRR3548468">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548468</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160375_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776503" refname="GSM2160375"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160376_r1" accession="SRR3548469">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548469</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160376_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776504" refname="GSM2160376"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160376_r2" accession="SRR3548470">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548470</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160376_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776504" refname="GSM2160376"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160377_r1" accession="SRR3548471">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548471</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160377_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776505" refname="GSM2160377"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160377_r2" accession="SRR3548472">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548472</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160377_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776505" refname="GSM2160377"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160378_r1" accession="SRR3548473">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548473</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160378_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776506" refname="GSM2160378"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160378_r2" accession="SRR3548474">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548474</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160378_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776506" refname="GSM2160378"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160379_r1" accession="SRR3548475">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548475</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160379_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776507" refname="GSM2160379"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160379_r2" accession="SRR3548476">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548476</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160379_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776507" refname="GSM2160379"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160380_r1" accession="SRR3548477">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548477</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160380_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776508" refname="GSM2160380"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160380_r2" accession="SRR3548478">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548478</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160380_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776508" refname="GSM2160380"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160381_r1" accession="SRR3548479">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548479</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160381_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776509" refname="GSM2160381"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160381_r2" accession="SRR3548480">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548480</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160381_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776509" refname="GSM2160381"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160382_r1" accession="SRR3548481">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548481</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160382_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776510" refname="GSM2160382"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160382_r2" accession="SRR3548482">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548482</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160382_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776510" refname="GSM2160382"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160383_r1" accession="SRR3548483">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548483</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160383_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776511" refname="GSM2160383"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160383_r2" accession="SRR3548484">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548484</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160383_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776511" refname="GSM2160383"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160384_r1" accession="SRR3548485">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548485</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160384_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776512" refname="GSM2160384"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160384_r2" accession="SRR3548486">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548486</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160384_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776512" refname="GSM2160384"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160385_r1" accession="SRR3548487">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548487</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160385_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776513" refname="GSM2160385"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160385_r2" accession="SRR3548488">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548488</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160385_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776513" refname="GSM2160385"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160386_r1" accession="SRR3548489">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548489</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160386_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776514" refname="GSM2160386"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160386_r2" accession="SRR3548490">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548490</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160386_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776514" refname="GSM2160386"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160387_r1" accession="SRR3548491">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548491</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160387_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776515" refname="GSM2160387"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160387_r2" accession="SRR3548492">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548492</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160387_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776515" refname="GSM2160387"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160388_r1" accession="SRR3548493">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548493</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160388_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776516" refname="GSM2160388"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160388_r2" accession="SRR3548494">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548494</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160388_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776516" refname="GSM2160388"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160389_r1" accession="SRR3548495">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548495</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160389_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776517" refname="GSM2160389"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160389_r2" accession="SRR3548496">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548496</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160389_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776517" refname="GSM2160389"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160390_r1" accession="SRR3548497">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548497</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160390_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776518" refname="GSM2160390"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160390_r2" accession="SRR3548498">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548498</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160390_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776518" refname="GSM2160390"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160391_r1" accession="SRR3548499">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548499</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160391_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776519" refname="GSM2160391"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160391_r2" accession="SRR3548500">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548500</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160391_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776519" refname="GSM2160391"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160392_r1" accession="SRR3548501">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548501</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160392_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776520" refname="GSM2160392"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160392_r2" accession="SRR3548502">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548502</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160392_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776520" refname="GSM2160392"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160393_r1" accession="SRR3548503">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548503</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160393_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776521" refname="GSM2160393"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160393_r2" accession="SRR3548504">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548504</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160393_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776521" refname="GSM2160393"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160394_r1" accession="SRR3548505">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548505</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160394_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776522" refname="GSM2160394"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160394_r2" accession="SRR3548506">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548506</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160394_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776522" refname="GSM2160394"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160395_r1" accession="SRR3548507">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548507</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160395_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776523" refname="GSM2160395"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160395_r2" accession="SRR3548508">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548508</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160395_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776523" refname="GSM2160395"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160396_r1" accession="SRR3548509">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548509</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160396_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776524" refname="GSM2160396"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160396_r2" accession="SRR3548510">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548510</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160396_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776524" refname="GSM2160396"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160397_r1" accession="SRR3548511">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548511</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160397_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776525" refname="GSM2160397"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160397_r2" accession="SRR3548512">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548512</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160397_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776525" refname="GSM2160397"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160398_r1" accession="SRR3548513">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548513</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160398_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776526" refname="GSM2160398"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160398_r2" accession="SRR3548514">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548514</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160398_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776526" refname="GSM2160398"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160399_r1" accession="SRR3548515">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548515</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160399_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776527" refname="GSM2160399"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160399_r2" accession="SRR3548516">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548516</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160399_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776527" refname="GSM2160399"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160400_r1" accession="SRR3548517">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548517</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160400_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776528" refname="GSM2160400"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160400_r2" accession="SRR3548518">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548518</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160400_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776528" refname="GSM2160400"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160401_r1" accession="SRR3548519">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548519</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160401_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776529" refname="GSM2160401"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160401_r2" accession="SRR3548520">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548520</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160401_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776529" refname="GSM2160401"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160402_r1" accession="SRR3548521">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548521</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160402_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776530" refname="GSM2160402"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160402_r2" accession="SRR3548522">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548522</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160402_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776530" refname="GSM2160402"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160403_r1" accession="SRR3548523">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548523</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160403_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776531" refname="GSM2160403"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160403_r2" accession="SRR3548524">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548524</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160403_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776531" refname="GSM2160403"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160404_r1" accession="SRR3548525">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548525</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160404_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776532" refname="GSM2160404"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160404_r2" accession="SRR3548526">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548526</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160404_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776532" refname="GSM2160404"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160405_r1" accession="SRR3548527">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548527</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160405_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776533" refname="GSM2160405"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160405_r2" accession="SRR3548528">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548528</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160405_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776533" refname="GSM2160405"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160406_r1" accession="SRR3548529">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548529</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160406_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776534" refname="GSM2160406"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160406_r2" accession="SRR3548530">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548530</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160406_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776534" refname="GSM2160406"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160407_r1" accession="SRR3548531">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548531</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160407_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776535" refname="GSM2160407"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160407_r2" accession="SRR3548532">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548532</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160407_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776535" refname="GSM2160407"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160408_r1" accession="SRR3548533">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548533</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160408_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776536" refname="GSM2160408"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160408_r2" accession="SRR3548534">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548534</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160408_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776536" refname="GSM2160408"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160409_r1" accession="SRR3548535">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548535</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160409_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776537" refname="GSM2160409"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160409_r2" accession="SRR3548536">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548536</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160409_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776537" refname="GSM2160409"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160410_r1" accession="SRR3548537">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548537</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160410_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776538" refname="GSM2160410"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160410_r2" accession="SRR3548538">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548538</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160410_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776538" refname="GSM2160410"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160411_r1" accession="SRR3548539">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548539</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160411_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776539" refname="GSM2160411"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160411_r2" accession="SRR3548540">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548540</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160411_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776539" refname="GSM2160411"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160412_r1" accession="SRR3548541">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548541</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160412_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776540" refname="GSM2160412"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160412_r2" accession="SRR3548542">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548542</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160412_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776540" refname="GSM2160412"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160413_r1" accession="SRR3548543">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548543</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160413_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776541" refname="GSM2160413"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160413_r2" accession="SRR3548544">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548544</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160413_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776541" refname="GSM2160413"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160414_r1" accession="SRR3548545">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548545</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160414_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776542" refname="GSM2160414"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160414_r2" accession="SRR3548546">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548546</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160414_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776542" refname="GSM2160414"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160415_r1" accession="SRR3548547">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548547</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160415_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776543" refname="GSM2160415"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160415_r2" accession="SRR3548548">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548548</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160415_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776543" refname="GSM2160415"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160416_r1" accession="SRR3548549">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548549</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160416_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776544" refname="GSM2160416"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160416_r2" accession="SRR3548550">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548550</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160416_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776544" refname="GSM2160416"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160417_r1" accession="SRR3548551">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548551</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160417_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776545" refname="GSM2160417"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160417_r2" accession="SRR3548552">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548552</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160417_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776545" refname="GSM2160417"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160418_r1" accession="SRR3548553">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548553</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160418_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776546" refname="GSM2160418"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160418_r2" accession="SRR3548554">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548554</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160418_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776546" refname="GSM2160418"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160419_r1" accession="SRR3548555">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548555</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160419_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776547" refname="GSM2160419"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160419_r2" accession="SRR3548556">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548556</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160419_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776547" refname="GSM2160419"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160420_r1" accession="SRR3548557">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548557</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160420_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776548" refname="GSM2160420"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160420_r2" accession="SRR3548558">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548558</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160420_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776548" refname="GSM2160420"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160421_r1" accession="SRR3548559">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548559</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160421_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776549" refname="GSM2160421"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160421_r2" accession="SRR3548560">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548560</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160421_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776549" refname="GSM2160421"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160422_r1" accession="SRR3548561">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548561</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160422_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776550" refname="GSM2160422"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160422_r2" accession="SRR3548562">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548562</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160422_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776550" refname="GSM2160422"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160423_r1" accession="SRR3548563">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548563</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160423_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776551" refname="GSM2160423"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160423_r2" accession="SRR3548564">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548564</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160423_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776551" refname="GSM2160423"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160424_r1" accession="SRR3548565">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548565</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160424_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776552" refname="GSM2160424"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160424_r2" accession="SRR3548566">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548566</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160424_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776552" refname="GSM2160424"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160425_r1" accession="SRR3548567">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548567</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160425_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776553" refname="GSM2160425"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160425_r2" accession="SRR3548568">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548568</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160425_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776553" refname="GSM2160425"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160426_r1" accession="SRR3548569">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548569</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160426_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776554" refname="GSM2160426"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160426_r2" accession="SRR3548570">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548570</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160426_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776554" refname="GSM2160426"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160427_r1" accession="SRR3548571">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548571</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160427_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776555" refname="GSM2160427"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160427_r2" accession="SRR3548572">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548572</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160427_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776555" refname="GSM2160427"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160428_r1" accession="SRR3548573">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548573</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160428_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776556" refname="GSM2160428"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160428_r2" accession="SRR3548574">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548574</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160428_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776556" refname="GSM2160428"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160429_r1" accession="SRR3548575">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548575</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160429_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776557" refname="GSM2160429"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160429_r2" accession="SRR3548576">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548576</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160429_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776557" refname="GSM2160429"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160430_r1" accession="SRR3548577">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548577</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160430_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776558" refname="GSM2160430"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160430_r2" accession="SRR3548578">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548578</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160430_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776558" refname="GSM2160430"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160431_r1" accession="SRR3548579">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548579</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160431_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776559" refname="GSM2160431"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160431_r2" accession="SRR3548580">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548580</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160431_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776559" refname="GSM2160431"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160432_r1" accession="SRR3548581">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548581</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160432_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776560" refname="GSM2160432"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160432_r2" accession="SRR3548582">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548582</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160432_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776560" refname="GSM2160432"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160433_r1" accession="SRR3548583">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548583</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160433_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776561" refname="GSM2160433"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160433_r2" accession="SRR3548584">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548584</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160433_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776561" refname="GSM2160433"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160434_r1" accession="SRR3548585">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548585</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160434_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776562" refname="GSM2160434"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160434_r2" accession="SRR3548586">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548586</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160434_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776562" refname="GSM2160434"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160435_r1" accession="SRR3548587">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548587</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160435_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776563" refname="GSM2160435"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160435_r2" accession="SRR3548588">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548588</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160435_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776563" refname="GSM2160435"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160436_r1" accession="SRR3548589">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548589</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160436_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776564" refname="GSM2160436"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160436_r2" accession="SRR3548590">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548590</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160436_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776564" refname="GSM2160436"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160437_r1" accession="SRR3548591">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548591</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160437_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776565" refname="GSM2160437"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160437_r2" accession="SRR3548592">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548592</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160437_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776565" refname="GSM2160437"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160438_r1" accession="SRR3548593">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548593</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160438_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776566" refname="GSM2160438"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160438_r2" accession="SRR3548594">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548594</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160438_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776566" refname="GSM2160438"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160439_r1" accession="SRR3548595">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548595</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160439_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776567" refname="GSM2160439"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160439_r2" accession="SRR3548596">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548596</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160439_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776567" refname="GSM2160439"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160440_r1" accession="SRR3548597">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548597</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160440_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776568" refname="GSM2160440"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160440_r2" accession="SRR3548598">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548598</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160440_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776568" refname="GSM2160440"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160441_r1" accession="SRR3548599">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548599</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160441_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776569" refname="GSM2160441"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160441_r2" accession="SRR3548600">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548600</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160441_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776569" refname="GSM2160441"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160442_r1" accession="SRR3548601">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548601</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160442_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776570" refname="GSM2160442"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160442_r2" accession="SRR3548602">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548602</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160442_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776570" refname="GSM2160442"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160443_r1" accession="SRR3548603">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548603</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160443_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776571" refname="GSM2160443"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160443_r2" accession="SRR3548604">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548604</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160443_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776571" refname="GSM2160443"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160444_r1" accession="SRR3548605">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548605</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160444_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776572" refname="GSM2160444"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160444_r2" accession="SRR3548606">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548606</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160444_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776572" refname="GSM2160444"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160445_r1" accession="SRR3548607">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548607</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160445_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776573" refname="GSM2160445"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160445_r2" accession="SRR3548608">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548608</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160445_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776573" refname="GSM2160445"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160446_r1" accession="SRR3548609">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548609</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160446_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776574" refname="GSM2160446"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160446_r2" accession="SRR3548610">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548610</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160446_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776574" refname="GSM2160446"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160447_r1" accession="SRR3548611">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548611</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160447_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776575" refname="GSM2160447"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160447_r2" accession="SRR3548612">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548612</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160447_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776575" refname="GSM2160447"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160448_r1" accession="SRR3548613">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548613</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160448_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776576" refname="GSM2160448"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160448_r2" accession="SRR3548614">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548614</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160448_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776576" refname="GSM2160448"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160449_r1" accession="SRR3548615">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548615</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160449_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776577" refname="GSM2160449"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160449_r2" accession="SRR3548616">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548616</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160449_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776577" refname="GSM2160449"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160450_r1" accession="SRR3548617">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548617</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160450_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776578" refname="GSM2160450"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160450_r2" accession="SRR3548618">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548618</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160450_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776578" refname="GSM2160450"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160451_r1" accession="SRR3548619">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548619</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160451_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776579" refname="GSM2160451"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160451_r2" accession="SRR3548620">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548620</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160451_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776579" refname="GSM2160451"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160452_r1" accession="SRR3548621">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548621</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160452_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776580" refname="GSM2160452"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160452_r2" accession="SRR3548622">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548622</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160452_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776580" refname="GSM2160452"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160453_r1" accession="SRR3548623">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548623</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160453_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776581" refname="GSM2160453"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160453_r2" accession="SRR3548624">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548624</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160453_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776581" refname="GSM2160453"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160454_r1" accession="SRR3548625">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548625</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160454_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776582" refname="GSM2160454"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160454_r2" accession="SRR3548626">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548626</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160454_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776582" refname="GSM2160454"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160455_r1" accession="SRR3548627">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548627</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160455_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776583" refname="GSM2160455"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160455_r2" accession="SRR3548628">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548628</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160455_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776583" refname="GSM2160455"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160456_r1" accession="SRR3548629">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548629</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160456_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776584" refname="GSM2160456"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160456_r2" accession="SRR3548630">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548630</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160456_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776584" refname="GSM2160456"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160457_r1" accession="SRR3548631">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548631</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160457_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776585" refname="GSM2160457"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160457_r2" accession="SRR3548632">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548632</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160457_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776585" refname="GSM2160457"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160458_r1" accession="SRR3548633">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548633</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160458_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776586" refname="GSM2160458"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160458_r2" accession="SRR3548634">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548634</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160458_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776586" refname="GSM2160458"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160459_r1" accession="SRR3548635">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548635</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160459_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776587" refname="GSM2160459"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160459_r2" accession="SRR3548636">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548636</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160459_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776587" refname="GSM2160459"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160460_r1" accession="SRR3548637">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548637</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160460_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776588" refname="GSM2160460"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160460_r2" accession="SRR3548638">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548638</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160460_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776588" refname="GSM2160460"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160461_r1" accession="SRR3548639">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548639</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160461_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776589" refname="GSM2160461"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160461_r2" accession="SRR3548640">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548640</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160461_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776589" refname="GSM2160461"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160462_r1" accession="SRR3548641">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548641</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160462_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776590" refname="GSM2160462"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160462_r2" accession="SRR3548642">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548642</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160462_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776590" refname="GSM2160462"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160463_r1" accession="SRR3548643">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548643</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160463_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776591" refname="GSM2160463"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160463_r2" accession="SRR3548644">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548644</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160463_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776591" refname="GSM2160463"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160464_r1" accession="SRR3548645">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548645</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160464_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776592" refname="GSM2160464"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160464_r2" accession="SRR3548646">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548646</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160464_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776592" refname="GSM2160464"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160465_r1" accession="SRR3548647">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548647</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160465_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776593" refname="GSM2160465"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160465_r2" accession="SRR3548648">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548648</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160465_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776593" refname="GSM2160465"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160466_r1" accession="SRR3548649">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548649</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160466_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776594" refname="GSM2160466"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160466_r2" accession="SRR3548650">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548650</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160466_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776594" refname="GSM2160466"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160467_r1" accession="SRR3548651">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548651</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160467_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776595" refname="GSM2160467"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160467_r2" accession="SRR3548652">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548652</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160467_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776595" refname="GSM2160467"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160468_r1" accession="SRR3548653">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548653</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160468_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776596" refname="GSM2160468"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160468_r2" accession="SRR3548654">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548654</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160468_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776596" refname="GSM2160468"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160469_r1" accession="SRR3548655">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548655</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160469_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776597" refname="GSM2160469"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160469_r2" accession="SRR3548656">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548656</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160469_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776597" refname="GSM2160469"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160470_r1" accession="SRR3548657">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548657</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160470_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776598" refname="GSM2160470"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160470_r2" accession="SRR3548658">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548658</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160470_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776598" refname="GSM2160470"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160471_r1" accession="SRR3548659">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548659</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160471_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776599" refname="GSM2160471"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160471_r2" accession="SRR3548660">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548660</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160471_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776599" refname="GSM2160471"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160472_r1" accession="SRR3548661">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548661</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160472_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776600" refname="GSM2160472"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160472_r2" accession="SRR3548662">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548662</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160472_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776600" refname="GSM2160472"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160473_r1" accession="SRR3548663">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548663</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160473_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776601" refname="GSM2160473"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160473_r2" accession="SRR3548664">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548664</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160473_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776601" refname="GSM2160473"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160474_r1" accession="SRR3548665">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548665</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160474_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776602" refname="GSM2160474"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160474_r2" accession="SRR3548666">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548666</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160474_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776602" refname="GSM2160474"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160475_r1" accession="SRR3548667">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548667</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160475_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776603" refname="GSM2160475"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160475_r2" accession="SRR3548668">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548668</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160475_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776603" refname="GSM2160475"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160476_r1" accession="SRR3548669">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548669</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160476_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776604" refname="GSM2160476"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160476_r2" accession="SRR3548670">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548670</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160476_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776604" refname="GSM2160476"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160477_r1" accession="SRR3548671">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548671</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160477_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776605" refname="GSM2160477"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160477_r2" accession="SRR3548672">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548672</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160477_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776605" refname="GSM2160477"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160478_r1" accession="SRR3548673">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548673</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160478_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776606" refname="GSM2160478"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160478_r2" accession="SRR3548674">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548674</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160478_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776606" refname="GSM2160478"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160479_r1" accession="SRR3548675">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548675</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160479_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776607" refname="GSM2160479"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160479_r2" accession="SRR3548676">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548676</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160479_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776607" refname="GSM2160479"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160480_r1" accession="SRR3548677">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548677</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160480_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776608" refname="GSM2160480"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160480_r2" accession="SRR3548678">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548678</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160480_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776608" refname="GSM2160480"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160481_r1" accession="SRR3548679">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548679</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160481_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776609" refname="GSM2160481"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160481_r2" accession="SRR3548680">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548680</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160481_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776609" refname="GSM2160481"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160482_r1" accession="SRR3548681">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548681</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160482_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776610" refname="GSM2160482"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160482_r2" accession="SRR3548682">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548682</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160482_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776610" refname="GSM2160482"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160483_r1" accession="SRR3548683">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548683</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160483_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776611" refname="GSM2160483"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160483_r2" accession="SRR3548684">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548684</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160483_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776611" refname="GSM2160483"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160484_r1" accession="SRR3548685">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548685</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160484_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776612" refname="GSM2160484"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160484_r2" accession="SRR3548686">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548686</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160484_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776612" refname="GSM2160484"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160485_r1" accession="SRR3548687">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548687</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160485_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776613" refname="GSM2160485"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160485_r2" accession="SRR3548688">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548688</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160485_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776613" refname="GSM2160485"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160486_r1" accession="SRR3548689">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548689</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160486_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776614" refname="GSM2160486"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160486_r2" accession="SRR3548690">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548690</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160486_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776614" refname="GSM2160486"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160487_r1" accession="SRR3548691">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548691</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160487_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776615" refname="GSM2160487"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160487_r2" accession="SRR3548692">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548692</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160487_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776615" refname="GSM2160487"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160488_r1" accession="SRR3548693">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548693</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160488_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776616" refname="GSM2160488"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160488_r2" accession="SRR3548694">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548694</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160488_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776616" refname="GSM2160488"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160489_r1" accession="SRR3548695">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548695</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160489_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776617" refname="GSM2160489"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160489_r2" accession="SRR3548696">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548696</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160489_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776617" refname="GSM2160489"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160490_r1" accession="SRR3548697">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548697</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160490_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776618" refname="GSM2160490"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160490_r2" accession="SRR3548698">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548698</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160490_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776618" refname="GSM2160490"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160491_r1" accession="SRR3548699">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548699</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160491_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776619" refname="GSM2160491"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160491_r2" accession="SRR3548700">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548700</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160491_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776619" refname="GSM2160491"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160492_r1" accession="SRR3548701">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548701</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160492_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776620" refname="GSM2160492"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160492_r2" accession="SRR3548702">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548702</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160492_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776620" refname="GSM2160492"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160493_r1" accession="SRR3548703">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548703</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160493_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776621" refname="GSM2160493"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160493_r2" accession="SRR3548704">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548704</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160493_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776621" refname="GSM2160493"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160494_r1" accession="SRR3548705">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548705</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160494_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776622" refname="GSM2160494"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160494_r2" accession="SRR3548706">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548706</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160494_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776622" refname="GSM2160494"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160495_r1" accession="SRR3548707">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548707</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160495_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776623" refname="GSM2160495"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160495_r2" accession="SRR3548708">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548708</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160495_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776623" refname="GSM2160495"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160496_r1" accession="SRR3548709">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548709</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160496_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776624" refname="GSM2160496"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160496_r2" accession="SRR3548710">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548710</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160496_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776624" refname="GSM2160496"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160497_r1" accession="SRR3548711">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548711</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160497_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776625" refname="GSM2160497"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160497_r2" accession="SRR3548712">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548712</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160497_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776625" refname="GSM2160497"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160498_r1" accession="SRR3548713">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548713</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160498_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776626" refname="GSM2160498"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160498_r2" accession="SRR3548714">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548714</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160498_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776626" refname="GSM2160498"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160499_r1" accession="SRR3548715">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548715</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160499_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776627" refname="GSM2160499"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160499_r2" accession="SRR3548716">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548716</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160499_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776627" refname="GSM2160499"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160500_r1" accession="SRR3548717">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548717</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160500_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776628" refname="GSM2160500"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160500_r2" accession="SRR3548718">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548718</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160500_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776628" refname="GSM2160500"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160501_r1" accession="SRR3548719">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548719</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160501_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776629" refname="GSM2160501"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160501_r2" accession="SRR3548720">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548720</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160501_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776629" refname="GSM2160501"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160502_r1" accession="SRR3548721">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548721</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160502_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776630" refname="GSM2160502"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160502_r2" accession="SRR3548722">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548722</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160502_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776630" refname="GSM2160502"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160503_r1" accession="SRR3548723">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548723</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160503_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776631" refname="GSM2160503"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160503_r2" accession="SRR3548724">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548724</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160503_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776631" refname="GSM2160503"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160504_r1" accession="SRR3548725">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548725</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160504_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776632" refname="GSM2160504"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160504_r2" accession="SRR3548726">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548726</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160504_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776632" refname="GSM2160504"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160505_r1" accession="SRR3548727">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548727</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160505_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776633" refname="GSM2160505"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160505_r2" accession="SRR3548728">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548728</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160505_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776633" refname="GSM2160505"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160506_r1" accession="SRR3548729">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548729</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160506_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776634" refname="GSM2160506"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160506_r2" accession="SRR3548730">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548730</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160506_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776634" refname="GSM2160506"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160507_r1" accession="SRR3548731">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548731</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160507_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776635" refname="GSM2160507"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160507_r2" accession="SRR3548732">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548732</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160507_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776635" refname="GSM2160507"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160508_r1" accession="SRR3548733">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548733</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160508_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776636" refname="GSM2160508"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160508_r2" accession="SRR3548734">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548734</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160508_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776636" refname="GSM2160508"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160509_r1" accession="SRR3548735">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548735</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160509_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776637" refname="GSM2160509"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160509_r2" accession="SRR3548736">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548736</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160509_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776637" refname="GSM2160509"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160510_r1" accession="SRR3548737">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548737</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160510_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776638" refname="GSM2160510"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160510_r2" accession="SRR3548738">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548738</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160510_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776638" refname="GSM2160510"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160511_r1" accession="SRR3548739">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548739</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160511_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776639" refname="GSM2160511"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160511_r2" accession="SRR3548740">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548740</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160511_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776639" refname="GSM2160511"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160512_r1" accession="SRR3548741">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548741</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160512_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776640" refname="GSM2160512"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160512_r2" accession="SRR3548742">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548742</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160512_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776640" refname="GSM2160512"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160513_r1" accession="SRR3548743">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548743</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160513_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776641" refname="GSM2160513"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160513_r2" accession="SRR3548744">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548744</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160513_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776641" refname="GSM2160513"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160514_r1" accession="SRR3548745">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548745</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160514_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776642" refname="GSM2160514"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160514_r2" accession="SRR3548746">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548746</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160514_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776642" refname="GSM2160514"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160515_r1" accession="SRR3548747">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548747</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160515_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776643" refname="GSM2160515"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160515_r2" accession="SRR3548748">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548748</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160515_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776643" refname="GSM2160515"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160516_r1" accession="SRR3548749">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548749</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160516_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776644" refname="GSM2160516"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160516_r2" accession="SRR3548750">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548750</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160516_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776644" refname="GSM2160516"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160517_r1" accession="SRR3548751">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548751</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160517_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776645" refname="GSM2160517"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160517_r2" accession="SRR3548752">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548752</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160517_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776645" refname="GSM2160517"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160518_r1" accession="SRR3548753">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548753</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160518_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776646" refname="GSM2160518"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160518_r2" accession="SRR3548754">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548754</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160518_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776646" refname="GSM2160518"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160519_r1" accession="SRR3548755">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548755</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160519_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776647" refname="GSM2160519"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160519_r2" accession="SRR3548756">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548756</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160519_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776647" refname="GSM2160519"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160520_r1" accession="SRR3548757">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548757</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160520_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776648" refname="GSM2160520"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160520_r2" accession="SRR3548758">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548758</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160520_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776648" refname="GSM2160520"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160521_r1" accession="SRR3548759">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548759</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160521_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776649" refname="GSM2160521"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160521_r2" accession="SRR3548760">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548760</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160521_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776649" refname="GSM2160521"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160522_r1" accession="SRR3548761">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548761</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160522_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776650" refname="GSM2160522"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160522_r2" accession="SRR3548762">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548762</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160522_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776650" refname="GSM2160522"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160523_r1" accession="SRR3548763">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548763</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160523_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776651" refname="GSM2160523"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160523_r2" accession="SRR3548764">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548764</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160523_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776651" refname="GSM2160523"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160524_r1" accession="SRR3548765">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548765</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160524_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776652" refname="GSM2160524"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160524_r2" accession="SRR3548766">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548766</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160524_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776652" refname="GSM2160524"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160525_r1" accession="SRR3548767">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548767</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160525_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776653" refname="GSM2160525"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160525_r2" accession="SRR3548768">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548768</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160525_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776653" refname="GSM2160525"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160526_r1" accession="SRR3548769">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548769</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160526_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776654" refname="GSM2160526"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160526_r2" accession="SRR3548770">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548770</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160526_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776654" refname="GSM2160526"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160527_r1" accession="SRR3548771">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548771</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160527_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776655" refname="GSM2160527"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160527_r2" accession="SRR3548772">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548772</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160527_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776655" refname="GSM2160527"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160528_r1" accession="SRR3548773">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548773</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160528_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776656" refname="GSM2160528"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160528_r2" accession="SRR3548774">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548774</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160528_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776656" refname="GSM2160528"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160529_r1" accession="SRR3548775">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548775</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160529_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776657" refname="GSM2160529"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160529_r2" accession="SRR3548776">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548776</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160529_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776657" refname="GSM2160529"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160530_r1" accession="SRR3548777">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548777</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160530_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776658" refname="GSM2160530"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160530_r2" accession="SRR3548778">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548778</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160530_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776658" refname="GSM2160530"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160531_r1" accession="SRR3548779">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548779</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160531_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776659" refname="GSM2160531"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160531_r2" accession="SRR3548780">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548780</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160531_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776659" refname="GSM2160531"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160532_r1" accession="SRR3548781">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548781</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160532_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776660" refname="GSM2160532"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160532_r2" accession="SRR3548782">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548782</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160532_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776660" refname="GSM2160532"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160533_r1" accession="SRR3548783">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548783</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160533_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776661" refname="GSM2160533"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160533_r2" accession="SRR3548784">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548784</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160533_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776661" refname="GSM2160533"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160534_r1" accession="SRR3548785">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548785</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160534_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776662" refname="GSM2160534"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160534_r2" accession="SRR3548786">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548786</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160534_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776662" refname="GSM2160534"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160535_r1" accession="SRR3548787">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548787</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160535_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776663" refname="GSM2160535"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160535_r2" accession="SRR3548788">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548788</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160535_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776663" refname="GSM2160535"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160536_r1" accession="SRR3548789">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548789</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160536_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776664" refname="GSM2160536"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160536_r2" accession="SRR3548790">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548790</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160536_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776664" refname="GSM2160536"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160537_r1" accession="SRR3548791">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548791</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160537_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776665" refname="GSM2160537"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160537_r2" accession="SRR3548792">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548792</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160537_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776665" refname="GSM2160537"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160538_r1" accession="SRR3548793">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548793</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160538_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776666" refname="GSM2160538"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160538_r2" accession="SRR3548794">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548794</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160538_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776666" refname="GSM2160538"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160539_r1" accession="SRR3548795">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548795</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160539_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776667" refname="GSM2160539"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160539_r2" accession="SRR3548796">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548796</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160539_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776667" refname="GSM2160539"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160540_r1" accession="SRR3548797">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548797</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160540_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776668" refname="GSM2160540"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160540_r2" accession="SRR3548798">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548798</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160540_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776668" refname="GSM2160540"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160541_r1" accession="SRR3548799">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548799</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160541_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776669" refname="GSM2160541"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160541_r2" accession="SRR3548800">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548800</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160541_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776669" refname="GSM2160541"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160542_r1" accession="SRR3548801">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548801</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160542_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776670" refname="GSM2160542"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160542_r2" accession="SRR3548802">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548802</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160542_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776670" refname="GSM2160542"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160543_r1" accession="SRR3548803">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548803</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160543_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776671" refname="GSM2160543"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160543_r2" accession="SRR3548804">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548804</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160543_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776671" refname="GSM2160543"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160544_r1" accession="SRR3548805">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548805</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160544_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776672" refname="GSM2160544"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160544_r2" accession="SRR3548806">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548806</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160544_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776672" refname="GSM2160544"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160545_r1" accession="SRR3548807">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548807</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160545_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776673" refname="GSM2160545"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160545_r2" accession="SRR3548808">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548808</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160545_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776673" refname="GSM2160545"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160546_r1" accession="SRR3548809">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548809</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160546_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776674" refname="GSM2160546"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160546_r2" accession="SRR3548810">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548810</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160546_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776674" refname="GSM2160546"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160547_r1" accession="SRR3548811">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548811</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160547_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776675" refname="GSM2160547"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160547_r2" accession="SRR3548812">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548812</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160547_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776675" refname="GSM2160547"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160548_r1" accession="SRR3548813">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548813</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160548_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776676" refname="GSM2160548"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160548_r2" accession="SRR3548814">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548814</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160548_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776676" refname="GSM2160548"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160549_r1" accession="SRR3548815">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548815</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160549_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776677" refname="GSM2160549"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160549_r2" accession="SRR3548816">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548816</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160549_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776677" refname="GSM2160549"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160550_r1" accession="SRR3548817">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548817</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160550_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776678" refname="GSM2160550"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160550_r2" accession="SRR3548818">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548818</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160550_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776678" refname="GSM2160550"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160551_r1" accession="SRR3548819">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548819</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160551_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776679" refname="GSM2160551"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160551_r2" accession="SRR3548820">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548820</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160551_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776679" refname="GSM2160551"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160552_r1" accession="SRR3548821">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548821</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160552_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776680" refname="GSM2160552"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160552_r2" accession="SRR3548822">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548822</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160552_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776680" refname="GSM2160552"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160553_r1" accession="SRR3548823">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548823</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160553_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776681" refname="GSM2160553"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160553_r2" accession="SRR3548824">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548824</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160553_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776681" refname="GSM2160553"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160554_r1" accession="SRR3548825">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548825</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160554_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776682" refname="GSM2160554"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160554_r2" accession="SRR3548826">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548826</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160554_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776682" refname="GSM2160554"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160555_r1" accession="SRR3548827">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548827</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160555_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776683" refname="GSM2160555"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160555_r2" accession="SRR3548828">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548828</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160555_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776683" refname="GSM2160555"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160556_r1" accession="SRR3548829">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548829</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160556_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776684" refname="GSM2160556"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160556_r2" accession="SRR3548830">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548830</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160556_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776684" refname="GSM2160556"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160557_r1" accession="SRR3548831">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548831</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160557_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776685" refname="GSM2160557"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160557_r2" accession="SRR3548832">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548832</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160557_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776685" refname="GSM2160557"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160558_r1" accession="SRR3548833">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548833</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160558_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776686" refname="GSM2160558"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160558_r2" accession="SRR3548834">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548834</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160558_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776686" refname="GSM2160558"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160559_r1" accession="SRR3548835">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548835</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160559_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776687" refname="GSM2160559"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160559_r2" accession="SRR3548836">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548836</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160559_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776687" refname="GSM2160559"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160560_r1" accession="SRR3548837">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548837</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160560_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776688" refname="GSM2160560"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160560_r2" accession="SRR3548838">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548838</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160560_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776688" refname="GSM2160560"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160561_r1" accession="SRR3548839">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548839</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160561_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776689" refname="GSM2160561"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160561_r2" accession="SRR3548840">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548840</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160561_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776689" refname="GSM2160561"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160562_r1" accession="SRR3548841">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548841</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160562_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776690" refname="GSM2160562"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160562_r2" accession="SRR3548842">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548842</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160562_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776690" refname="GSM2160562"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160563_r1" accession="SRR3548843">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548843</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160563_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776691" refname="GSM2160563"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160563_r2" accession="SRR3548844">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548844</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160563_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776691" refname="GSM2160563"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160564_r1" accession="SRR3548845">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548845</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160564_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776692" refname="GSM2160564"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160564_r2" accession="SRR3548846">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548846</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160564_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776692" refname="GSM2160564"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160565_r1" accession="SRR3548847">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548847</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160565_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776693" refname="GSM2160565"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160565_r2" accession="SRR3548848">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548848</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160565_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776693" refname="GSM2160565"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160566_r1" accession="SRR3548849">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548849</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160566_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776694" refname="GSM2160566"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160566_r2" accession="SRR3548850">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548850</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160566_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776694" refname="GSM2160566"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160567_r1" accession="SRR3548851">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548851</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160567_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776695" refname="GSM2160567"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160567_r2" accession="SRR3548852">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548852</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160567_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776695" refname="GSM2160567"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160568_r1" accession="SRR3548853">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548853</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160568_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776696" refname="GSM2160568"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160568_r2" accession="SRR3548854">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548854</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160568_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776696" refname="GSM2160568"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160569_r1" accession="SRR3548855">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548855</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160569_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776697" refname="GSM2160569"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160569_r2" accession="SRR3548856">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548856</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160569_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776697" refname="GSM2160569"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160570_r1" accession="SRR3548857">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548857</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160570_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776698" refname="GSM2160570"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160570_r2" accession="SRR3548858">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548858</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160570_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776698" refname="GSM2160570"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160571_r1" accession="SRR3548859">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548859</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160571_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776699" refname="GSM2160571"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160571_r2" accession="SRR3548860">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548860</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160571_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776699" refname="GSM2160571"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160572_r1" accession="SRR3548861">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548861</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160572_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776700" refname="GSM2160572"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160572_r2" accession="SRR3548862">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548862</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160572_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776700" refname="GSM2160572"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160573_r1" accession="SRR3548863">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548863</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160573_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776701" refname="GSM2160573"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160573_r2" accession="SRR3548864">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548864</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160573_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776701" refname="GSM2160573"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160574_r1" accession="SRR3548865">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548865</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160574_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776702" refname="GSM2160574"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160574_r2" accession="SRR3548866">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548866</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160574_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776702" refname="GSM2160574"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160575_r1" accession="SRR3548867">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548867</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160575_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776703" refname="GSM2160575"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160575_r2" accession="SRR3548868">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548868</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160575_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776703" refname="GSM2160575"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160576_r1" accession="SRR3548869">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548869</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160576_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776704" refname="GSM2160576"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160576_r2" accession="SRR3548870">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548870</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160576_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776704" refname="GSM2160576"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160577_r1" accession="SRR3548871">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548871</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160577_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776705" refname="GSM2160577"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160577_r2" accession="SRR3548872">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548872</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160577_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776705" refname="GSM2160577"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160578_r1" accession="SRR3548873">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548873</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160578_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776706" refname="GSM2160578"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160578_r2" accession="SRR3548874">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548874</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160578_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776706" refname="GSM2160578"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160579_r1" accession="SRR3548875">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548875</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160579_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776707" refname="GSM2160579"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160579_r2" accession="SRR3548876">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548876</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160579_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776707" refname="GSM2160579"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160580_r1" accession="SRR3548877">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548877</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160580_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776708" refname="GSM2160580"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160580_r2" accession="SRR3548878">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548878</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160580_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776708" refname="GSM2160580"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160581_r1" accession="SRR3548879">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548879</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160581_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776709" refname="GSM2160581"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160581_r2" accession="SRR3548880">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548880</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160581_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776709" refname="GSM2160581"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160582_r1" accession="SRR3548881">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548881</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160582_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776710" refname="GSM2160582"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160582_r2" accession="SRR3548882">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548882</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160582_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776710" refname="GSM2160582"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160583_r1" accession="SRR3548883">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548883</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160583_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776711" refname="GSM2160583"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160583_r2" accession="SRR3548884">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548884</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160583_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776711" refname="GSM2160583"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160584_r1" accession="SRR3548885">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548885</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160584_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776712" refname="GSM2160584"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160584_r2" accession="SRR3548886">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548886</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160584_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776712" refname="GSM2160584"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160585_r1" accession="SRR3548887">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548887</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160585_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776713" refname="GSM2160585"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160585_r2" accession="SRR3548888">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548888</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160585_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776713" refname="GSM2160585"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160586_r1" accession="SRR3548889">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548889</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160586_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776714" refname="GSM2160586"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160586_r2" accession="SRR3548890">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548890</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160586_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776714" refname="GSM2160586"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160587_r1" accession="SRR3548891">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548891</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160587_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776715" refname="GSM2160587"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160587_r2" accession="SRR3548892">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548892</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160587_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776715" refname="GSM2160587"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160588_r1" accession="SRR3548893">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548893</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160588_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776716" refname="GSM2160588"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160589_r1" accession="SRR3548894">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548894</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160589_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776717" refname="GSM2160589"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160590_r1" accession="SRR3548895">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548895</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160590_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776718" refname="GSM2160590"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160591_r1" accession="SRR3548896">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548896</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160591_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776719" refname="GSM2160591"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160592_r1" accession="SRR3548897">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548897</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160592_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776720" refname="GSM2160592"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160593_r1" accession="SRR3548898">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548898</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160593_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776721" refname="GSM2160593"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160594_r1" accession="SRR3548899">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548899</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160594_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776722" refname="GSM2160594"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>52</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160595_r1" accession="SRR3548900">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548900</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160595_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776723" refname="GSM2160595"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>52</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160596_r1" accession="SRR3548901">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548901</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160596_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776724" refname="GSM2160596"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>52</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160597_r1" accession="SRR3548902">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548902</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160597_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776725" refname="GSM2160597"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>52</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160598_r1" accession="SRR3548903">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548903</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160598_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776726" refname="GSM2160598"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>52</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160599_r1" accession="SRR3548904">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548904</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160599_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776727" refname="GSM2160599"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>52</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160600_r1" accession="SRR3548905">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548905</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160600_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776728" refname="GSM2160600"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>52</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160601_r1" accession="SRR3548906">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548906</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160601_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776729" refname="GSM2160601"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>52</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160602_r1" accession="SRR3548907">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548907</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160602_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776730" refname="GSM2160602"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>52</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160603_r1" accession="SRR3548908">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548908</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160603_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776731" refname="GSM2160603"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160604_r1" accession="SRR3548909">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548909</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160604_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776732" refname="GSM2160604"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160605_r1" accession="SRR3548910">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548910</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160605_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776733" refname="GSM2160605"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160606_r1" accession="SRR3548911">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548911</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160606_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776734" refname="GSM2160606"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160607_r1" accession="SRR3548912">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548912</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160607_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776735" refname="GSM2160607"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160608_r1" accession="SRR3548913">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548913</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160608_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776736" refname="GSM2160608"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160609_r1" accession="SRR3548914">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548914</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160609_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776737" refname="GSM2160609"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160610_r1" accession="SRR3548915">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548915</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160610_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776738" refname="GSM2160610"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160611_r1" accession="SRR3548916">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548916</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160611_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776739" refname="GSM2160611"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160612_r1" accession="SRR3548917">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548917</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160612_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776740" refname="GSM2160612"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160613_r1" accession="SRR3548918">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548918</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160613_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776741" refname="GSM2160613"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160614_r1" accession="SRR3548919">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548919</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160614_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776742" refname="GSM2160614"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160615_r1" accession="SRR3548920">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548920</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160615_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776743" refname="GSM2160615"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160616_r1" accession="SRR3548921">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548921</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160616_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776744" refname="GSM2160616"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160617_r1" accession="SRR3548922">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548922</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160617_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776745" refname="GSM2160617"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160618_r1" accession="SRR3548923">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548923</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160618_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776746" refname="GSM2160618"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160619_r1" accession="SRR3548924">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548924</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160619_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776747" refname="GSM2160619"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160620_r1" accession="SRR3548925">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548925</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160620_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776748" refname="GSM2160620"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160621_r1" accession="SRR3548926">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548926</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160621_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776749" refname="GSM2160621"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160622_r1" accession="SRR3548927">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548927</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160622_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776750" refname="GSM2160622"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160623_r1" accession="SRR3548928">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548928</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160623_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776751" refname="GSM2160623"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160624_r1" accession="SRR3548929">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548929</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160624_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776752" refname="GSM2160624"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160625_r1" accession="SRR3548930">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548930</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160625_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776753" refname="GSM2160625"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160626_r1" accession="SRR3548931">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548931</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160626_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776754" refname="GSM2160626"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160627_r1" accession="SRR3548932">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548932</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160627_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776755" refname="GSM2160627"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160628_r1" accession="SRR3548933">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548933</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160628_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776756" refname="GSM2160628"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160629_r1" accession="SRR3548934">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548934</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160629_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776757" refname="GSM2160629"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160630_r1" accession="SRR3548935">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548935</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160630_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776758" refname="GSM2160630"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160631_r1" accession="SRR3548936">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548936</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160631_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776759" refname="GSM2160631"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160632_r1" accession="SRR3548937">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548937</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160632_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776760" refname="GSM2160632"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160633_r1" accession="SRR3548938">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548938</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160633_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776761" refname="GSM2160633"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160634_r1" accession="SRR3548939">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548939</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160634_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776762" refname="GSM2160634"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160635_r1" accession="SRR3548940">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548940</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160635_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776763" refname="GSM2160635"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160636_r1" accession="SRR3548941">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548941</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160636_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776764" refname="GSM2160636"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160637_r1" accession="SRR3548942">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548942</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160637_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776765" refname="GSM2160637"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160638_r1" accession="SRR3548943">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548943</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160638_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776766" refname="GSM2160638"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160639_r1" accession="SRR3548944">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548944</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160639_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776767" refname="GSM2160639"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160640_r1" accession="SRR3548945">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548945</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160640_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776768" refname="GSM2160640"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160641_r1" accession="SRR3548946">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548946</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160641_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776769" refname="GSM2160641"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160642_r1" accession="SRR3548947">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548947</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160642_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776770" refname="GSM2160642"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160643_r1" accession="SRR3548948">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548948</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160643_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776771" refname="GSM2160643"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160644_r1" accession="SRR3548949">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548949</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160644_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776772" refname="GSM2160644"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160645_r1" accession="SRR3548950">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548950</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160645_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776773" refname="GSM2160645"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160646_r1" accession="SRR3548951">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548951</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160646_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776774" refname="GSM2160646"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160647_r1" accession="SRR3548952">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548952</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160647_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776775" refname="GSM2160647"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160648_r1" accession="SRR3548953">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548953</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160648_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776776" refname="GSM2160648"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160649_r1" accession="SRR3548954">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548954</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160649_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776777" refname="GSM2160649"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160650_r1" accession="SRR3548955">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548955</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160650_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776778" refname="GSM2160650"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160651_r1" accession="SRR3548956">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548956</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160651_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776779" refname="GSM2160651"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160652_r1" accession="SRR3548957">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548957</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160652_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776780" refname="GSM2160652"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160653_r1" accession="SRR3548958">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548958</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160653_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776781" refname="GSM2160653"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160654_r1" accession="SRR3548959">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548959</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160654_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776782" refname="GSM2160654"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160655_r1" accession="SRR3548960">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548960</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160655_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776783" refname="GSM2160655"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160656_r1" accession="SRR3548961">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548961</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160656_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776784" refname="GSM2160656"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160657_r1" accession="SRR3548962">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548962</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160657_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776785" refname="GSM2160657"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160658_r1" accession="SRR3548963">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548963</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160658_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776786" refname="GSM2160658"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160659_r1" accession="SRR3548964">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548964</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160659_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776787" refname="GSM2160659"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160660_r1" accession="SRR3548965">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548965</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160660_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776788" refname="GSM2160660"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160661_r1" accession="SRR3548966">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548966</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160661_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776789" refname="GSM2160661"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160662_r1" accession="SRR3548967">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548967</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160662_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776790" refname="GSM2160662"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160663_r1" accession="SRR3548968">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548968</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160663_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776791" refname="GSM2160663"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160664_r1" accession="SRR3548969">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548969</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160664_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776792" refname="GSM2160664"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160665_r1" accession="SRR3548970">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548970</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160665_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776793" refname="GSM2160665"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160666_r1" accession="SRR3548971">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548971</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160666_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776794" refname="GSM2160666"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160667_r1" accession="SRR3548972">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548972</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160667_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776795" refname="GSM2160667"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160668_r1" accession="SRR3548973">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548973</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160668_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776796" refname="GSM2160668"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160669_r1" accession="SRR3548974">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548974</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160669_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776797" refname="GSM2160669"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160670_r1" accession="SRR3548975">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548975</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160670_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776798" refname="GSM2160670"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160671_r1" accession="SRR3548976">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548976</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160671_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776799" refname="GSM2160671"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160672_r1" accession="SRR3548977">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548977</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160672_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776800" refname="GSM2160672"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160673_r1" accession="SRR3548978">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548978</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160673_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776801" refname="GSM2160673"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160674_r1" accession="SRR3548979">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548979</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160674_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776802" refname="GSM2160674"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160675_r1" accession="SRR3548980">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548980</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160675_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776803" refname="GSM2160675"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160676_r1" accession="SRR3548981">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548981</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160676_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776804" refname="GSM2160676"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160677_r1" accession="SRR3548982">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548982</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160677_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776805" refname="GSM2160677"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160678_r1" accession="SRR3548983">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548983</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160678_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776806" refname="GSM2160678"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160679_r1" accession="SRR3548984">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548984</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160679_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776807" refname="GSM2160679"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160680_r1" accession="SRR3548985">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548985</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160680_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776808" refname="GSM2160680"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160681_r1" accession="SRR3548986">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548986</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160681_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776809" refname="GSM2160681"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160682_r1" accession="SRR3548987">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548987</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160682_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776810" refname="GSM2160682"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160683_r1" accession="SRR3548988">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548988</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160683_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776811" refname="GSM2160683"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160684_r1" accession="SRR3548989">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548989</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160684_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776812" refname="GSM2160684"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160685_r1" accession="SRR3548990">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548990</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160685_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776813" refname="GSM2160685"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160686_r1" accession="SRR3548991">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548991</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160686_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776814" refname="GSM2160686"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160687_r1" accession="SRR3548992">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548992</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160687_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776815" refname="GSM2160687"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160688_r1" accession="SRR3548993">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548993</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160688_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776816" refname="GSM2160688"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160689_r1" accession="SRR3548994">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548994</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160689_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776817" refname="GSM2160689"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160690_r1" accession="SRR3548995">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548995</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160690_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776818" refname="GSM2160690"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160691_r1" accession="SRR3548996">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548996</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160691_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776819" refname="GSM2160691"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160692_r1" accession="SRR3548997">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548997</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160692_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776820" refname="GSM2160692"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160693_r1" accession="SRR3548998">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548998</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160693_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776821" refname="GSM2160693"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160694_r1" accession="SRR3548999">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3548999</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160694_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776822" refname="GSM2160694"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160695_r1" accession="SRR3549000">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549000</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160695_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776823" refname="GSM2160695"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160696_r1" accession="SRR3549001">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549001</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160696_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776824" refname="GSM2160696"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160697_r1" accession="SRR3549002">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549002</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160697_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776825" refname="GSM2160697"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160698_r1" accession="SRR3549003">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549003</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160698_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776826" refname="GSM2160698"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160699_r1" accession="SRR3549004">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549004</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160699_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776827" refname="GSM2160699"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160700_r1" accession="SRR3549005">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549005</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160700_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776828" refname="GSM2160700"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160701_r1" accession="SRR3549006">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549006</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160701_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776829" refname="GSM2160701"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160702_r1" accession="SRR3549007">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549007</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160702_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776830" refname="GSM2160702"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160703_r1" accession="SRR3549008">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549008</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160703_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776831" refname="GSM2160703"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160704_r1" accession="SRR3549009">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549009</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160704_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776832" refname="GSM2160704"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160705_r1" accession="SRR3549010">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549010</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160705_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776833" refname="GSM2160705"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160706_r1" accession="SRR3549011">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549011</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160706_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776834" refname="GSM2160706"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160707_r1" accession="SRR3549012">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549012</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160707_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776835" refname="GSM2160707"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160708_r1" accession="SRR3549013">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549013</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160708_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776836" refname="GSM2160708"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160709_r1" accession="SRR3549014">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549014</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160709_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776837" refname="GSM2160709"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160710_r1" accession="SRR3549015">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549015</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160710_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776838" refname="GSM2160710"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160711_r1" accession="SRR3549016">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549016</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160711_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776839" refname="GSM2160711"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160712_r1" accession="SRR3549017">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549017</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160712_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776840" refname="GSM2160712"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160713_r1" accession="SRR3549018">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549018</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160713_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776841" refname="GSM2160713"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160714_r1" accession="SRR3549019">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549019</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160714_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776842" refname="GSM2160714"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160715_r1" accession="SRR3549020">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549020</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160715_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776843" refname="GSM2160715"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160716_r1" accession="SRR3549021">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549021</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160716_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776844" refname="GSM2160716"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160717_r1" accession="SRR3549022">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549022</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160717_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776845" refname="GSM2160717"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160718_r1" accession="SRR3549023">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549023</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160718_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776846" refname="GSM2160718"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160719_r1" accession="SRR3549024">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549024</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160719_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776847" refname="GSM2160719"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160720_r1" accession="SRR3549025">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549025</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160720_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776848" refname="GSM2160720"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160721_r1" accession="SRR3549026">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549026</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160721_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776849" refname="GSM2160721"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160722_r1" accession="SRR3549027">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549027</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160722_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776850" refname="GSM2160722"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160723_r1" accession="SRR3549028">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549028</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160723_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776851" refname="GSM2160723"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160724_r1" accession="SRR3549029">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549029</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160724_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776852" refname="GSM2160724"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160725_r1" accession="SRR3549030">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549030</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160725_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776853" refname="GSM2160725"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160726_r1" accession="SRR3549031">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549031</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160726_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776854" refname="GSM2160726"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160727_r1" accession="SRR3549032">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549032</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160727_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776855" refname="GSM2160727"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160728_r1" accession="SRR3549033">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549033</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160728_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776856" refname="GSM2160728"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160729_r1" accession="SRR3549034">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549034</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160729_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776857" refname="GSM2160729"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160730_r1" accession="SRR3549035">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549035</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160730_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776858" refname="GSM2160730"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160731_r1" accession="SRR3549036">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549036</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160731_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776859" refname="GSM2160731"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160732_r1" accession="SRR3549037">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549037</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160732_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776860" refname="GSM2160732"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160733_r1" accession="SRR3549038">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549038</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160733_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776861" refname="GSM2160733"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160734_r1" accession="SRR3549039">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549039</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160734_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776862" refname="GSM2160734"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160735_r1" accession="SRR3549040">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549040</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160735_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776863" refname="GSM2160735"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160736_r1" accession="SRR3549041">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549041</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160736_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776864" refname="GSM2160736"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160737_r1" accession="SRR3549042">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549042</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160737_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776865" refname="GSM2160737"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160738_r1" accession="SRR3549043">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549043</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160738_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776866" refname="GSM2160738"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160739_r1" accession="SRR3549044">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549044</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160739_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776867" refname="GSM2160739"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160740_r1" accession="SRR3549045">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549045</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160740_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776868" refname="GSM2160740"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160741_r1" accession="SRR3549046">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549046</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160741_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776869" refname="GSM2160741"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160742_r1" accession="SRR3549047">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549047</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160742_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776870" refname="GSM2160742"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160743_r1" accession="SRR3549048">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549048</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160743_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776871" refname="GSM2160743"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160744_r1" accession="SRR3549049">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549049</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160744_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776872" refname="GSM2160744"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160745_r1" accession="SRR3549050">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549050</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160745_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776873" refname="GSM2160745"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160746_r1" accession="SRR3549051">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549051</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160746_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776874" refname="GSM2160746"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160747_r1" accession="SRR3549052">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549052</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160747_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776875" refname="GSM2160747"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160748_r1" accession="SRR3549053">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549053</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160748_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776876" refname="GSM2160748"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160749_r1" accession="SRR3549054">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549054</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160749_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776877" refname="GSM2160749"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160750_r1" accession="SRR3549055">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549055</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160750_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776878" refname="GSM2160750"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160751_r1" accession="SRR3549056">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549056</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160751_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776879" refname="GSM2160751"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160752_r1" accession="SRR3549057">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549057</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160752_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776880" refname="GSM2160752"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160753_r1" accession="SRR3549058">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549058</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160753_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776881" refname="GSM2160753"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160754_r1" accession="SRR3549059">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549059</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160754_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776882" refname="GSM2160754"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160755_r1" accession="SRR3549060">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549060</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160755_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776883" refname="GSM2160755"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160756_r1" accession="SRR3549061">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549061</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160756_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776884" refname="GSM2160756"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160757_r1" accession="SRR3549062">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549062</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160757_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776885" refname="GSM2160757"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160758_r1" accession="SRR3549063">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549063</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160758_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776886" refname="GSM2160758"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160759_r1" accession="SRR3549064">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549064</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160759_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776887" refname="GSM2160759"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160760_r1" accession="SRR3549065">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549065</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160760_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776888" refname="GSM2160760"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160761_r1" accession="SRR3549066">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549066</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160761_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776889" refname="GSM2160761"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160762_r1" accession="SRR3549067">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549067</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160762_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776890" refname="GSM2160762"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160763_r1" accession="SRR3549068">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549068</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160763_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776891" refname="GSM2160763"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160764_r1" accession="SRR3549069">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549069</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160764_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776892" refname="GSM2160764"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160765_r1" accession="SRR3549070">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549070</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160765_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776893" refname="GSM2160765"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>52</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160765_r2" accession="SRR3549071">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549071</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160765_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776893" refname="GSM2160765"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160766_r1" accession="SRR3549072">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549072</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160766_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776894" refname="GSM2160766"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>52</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160766_r2" accession="SRR3549073">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549073</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160766_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776894" refname="GSM2160766"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160767_r1" accession="SRR3549074">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549074</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160767_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776895" refname="GSM2160767"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>52</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160767_r2" accession="SRR3549075">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549075</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160767_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776895" refname="GSM2160767"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160768_r1" accession="SRR3549076">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549076</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160768_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776896" refname="GSM2160768"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>52</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160768_r2" accession="SRR3549077">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549077</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160768_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776896" refname="GSM2160768"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160769_r1" accession="SRR3549078">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549078</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160769_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776897" refname="GSM2160769"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>52</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160769_r2" accession="SRR3549079">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549079</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160769_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776897" refname="GSM2160769"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160770_r1" accession="SRR3549080">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549080</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160770_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776898" refname="GSM2160770"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>52</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160770_r2" accession="SRR3549081">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549081</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160770_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776898" refname="GSM2160770"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160771_r1" accession="SRR3549082">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549082</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160771_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776899" refname="GSM2160771"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>52</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160771_r2" accession="SRR3549083">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549083</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160771_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776899" refname="GSM2160771"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160772_r1" accession="SRR3549084">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549084</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160772_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776900" refname="GSM2160772"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>52</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160772_r2" accession="SRR3549085">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549085</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160772_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776900" refname="GSM2160772"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160773_r1" accession="SRR3549086">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549086</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160773_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776901" refname="GSM2160773"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>52</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160773_r2" accession="SRR3549087">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549087</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160773_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776901" refname="GSM2160773"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160774_r1" accession="SRR3549088">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549088</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160774_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776902" refname="GSM2160774"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>52</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160774_r2" accession="SRR3549089">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549089</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160774_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776902" refname="GSM2160774"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160775_r1" accession="SRR3549090">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549090</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160775_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776903" refname="GSM2160775"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160775_r2" accession="SRR3549091">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549091</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160775_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776903" refname="GSM2160775"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160776_r1" accession="SRR3549092">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549092</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160776_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776904" refname="GSM2160776"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160776_r2" accession="SRR3549093">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549093</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160776_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776904" refname="GSM2160776"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160777_r1" accession="SRR3549094">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549094</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160777_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776905" refname="GSM2160777"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160777_r2" accession="SRR3549095">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549095</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160777_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776905" refname="GSM2160777"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160778_r1" accession="SRR3549096">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549096</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160778_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776906" refname="GSM2160778"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160778_r2" accession="SRR3549097">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549097</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160778_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776906" refname="GSM2160778"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160779_r1" accession="SRR3549098">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549098</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160779_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776907" refname="GSM2160779"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160779_r2" accession="SRR3549099">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549099</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160779_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776907" refname="GSM2160779"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160780_r1" accession="SRR3549100">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549100</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160780_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776908" refname="GSM2160780"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160780_r2" accession="SRR3549101">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549101</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160780_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776908" refname="GSM2160780"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160781_r1" accession="SRR3549102">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549102</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160781_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776909" refname="GSM2160781"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160781_r2" accession="SRR3549103">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549103</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160781_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776909" refname="GSM2160781"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160782_r1" accession="SRR3549104">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549104</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160782_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776910" refname="GSM2160782"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160782_r2" accession="SRR3549105">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549105</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160782_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776910" refname="GSM2160782"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160783_r1" accession="SRR3549106">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549106</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160783_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776911" refname="GSM2160783"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160783_r2" accession="SRR3549107">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549107</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160783_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776911" refname="GSM2160783"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160784_r1" accession="SRR3549108">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549108</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160784_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776912" refname="GSM2160784"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160784_r2" accession="SRR3549109">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549109</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160784_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776912" refname="GSM2160784"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160785_r1" accession="SRR3549110">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549110</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160785_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776913" refname="GSM2160785"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160785_r2" accession="SRR3549111">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549111</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160785_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776913" refname="GSM2160785"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160786_r1" accession="SRR3549112">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549112</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160786_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776914" refname="GSM2160786"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160787_r1" accession="SRR3549113">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549113</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160787_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776915" refname="GSM2160787"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160788_r1" accession="SRR3549114">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549114</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160788_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776916" refname="GSM2160788"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160789_r1" accession="SRR3549115">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549115</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160789_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776917" refname="GSM2160789"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160790_r1" accession="SRR3549116">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549116</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160790_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776918" refname="GSM2160790"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160791_r1" accession="SRR3549117">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549117</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160791_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776919" refname="GSM2160791"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160792_r1" accession="SRR3549118">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549118</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160792_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776920" refname="GSM2160792"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160793_r1" accession="SRR3549119">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549119</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160793_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776921" refname="GSM2160793"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160794_r1" accession="SRR3549120">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549120</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160794_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776922" refname="GSM2160794"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160795_r1" accession="SRR3549121">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549121</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160795_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776923" refname="GSM2160795"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160796_r1" accession="SRR3549122">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549122</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160796_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776924" refname="GSM2160796"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160797_r1" accession="SRR3549123">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549123</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160797_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776925" refname="GSM2160797"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160798_r1" accession="SRR3549124">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549124</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160798_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776926" refname="GSM2160798"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160799_r1" accession="SRR3549125">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549125</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160799_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776927" refname="GSM2160799"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160800_r1" accession="SRR3549126">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549126</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160800_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776928" refname="GSM2160800"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160801_r1" accession="SRR3549127">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549127</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160801_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776929" refname="GSM2160801"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160802_r1" accession="SRR3549128">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549128</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160802_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776930" refname="GSM2160802"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160803_r1" accession="SRR3549129">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549129</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160803_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776931" refname="GSM2160803"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160804_r1" accession="SRR3549130">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549130</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160804_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776932" refname="GSM2160804"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160805_r1" accession="SRR3549131">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549131</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160805_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776933" refname="GSM2160805"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160806_r1" accession="SRR3549132">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549132</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160806_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776934" refname="GSM2160806"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160807_r1" accession="SRR3549133">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549133</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160807_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776935" refname="GSM2160807"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160808_r1" accession="SRR3549134">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549134</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160808_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776936" refname="GSM2160808"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160809_r1" accession="SRR3549135">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549135</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160809_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776937" refname="GSM2160809"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160810_r1" accession="SRR3549136">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549136</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160810_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776938" refname="GSM2160810"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160811_r1" accession="SRR3549137">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549137</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160811_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776939" refname="GSM2160811"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160812_r1" accession="SRR3549138">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549138</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160812_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776940" refname="GSM2160812"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160813_r1" accession="SRR3549139">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549139</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160813_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776941" refname="GSM2160813"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160814_r1" accession="SRR3549140">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549140</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160814_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776942" refname="GSM2160814"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160815_r1" accession="SRR3549141">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549141</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160815_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776943" refname="GSM2160815"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160816_r1" accession="SRR3549142">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549142</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160816_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776944" refname="GSM2160816"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160817_r1" accession="SRR3549143">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549143</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160817_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776945" refname="GSM2160817"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160817_r2" accession="SRR3549144">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549144</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160817_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776945" refname="GSM2160817"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160817_r3" accession="SRR3549145">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549145</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160817_r3</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776945" refname="GSM2160817"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160817_r4" accession="SRR3549146">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549146</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160817_r4</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776945" refname="GSM2160817"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160818_r1" accession="SRR3549147">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549147</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160818_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776946" refname="GSM2160818"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160818_r2" accession="SRR3549148">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549148</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160818_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776946" refname="GSM2160818"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160818_r3" accession="SRR3549149">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549149</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160818_r3</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776946" refname="GSM2160818"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160818_r4" accession="SRR3549150">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549150</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160818_r4</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776946" refname="GSM2160818"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160819_r1" accession="SRR3549151">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549151</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160819_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776947" refname="GSM2160819"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160819_r2" accession="SRR3549152">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549152</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160819_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776947" refname="GSM2160819"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160819_r3" accession="SRR3549153">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549153</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160819_r3</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776947" refname="GSM2160819"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160819_r4" accession="SRR3549154">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549154</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160819_r4</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776947" refname="GSM2160819"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160820_r1" accession="SRR3549155">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549155</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160820_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776948" refname="GSM2160820"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160820_r2" accession="SRR3549156">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549156</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160820_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776948" refname="GSM2160820"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160820_r3" accession="SRR3549157">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549157</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160820_r3</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776948" refname="GSM2160820"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160820_r4" accession="SRR3549158">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549158</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160820_r4</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776948" refname="GSM2160820"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160821_r1" accession="SRR3549159">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549159</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160821_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776949" refname="GSM2160821"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160821_r2" accession="SRR3549160">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549160</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160821_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776949" refname="GSM2160821"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160822_r1" accession="SRR3549161">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549161</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160822_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776950" refname="GSM2160822"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160822_r2" accession="SRR3549162">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549162</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160822_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776950" refname="GSM2160822"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160823_r1" accession="SRR3549163">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549163</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160823_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776951" refname="GSM2160823"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160823_r2" accession="SRR3549164">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549164</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160823_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776951" refname="GSM2160823"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160824_r1" accession="SRR3549165">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549165</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160824_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776952" refname="GSM2160824"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160824_r2" accession="SRR3549166">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549166</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160824_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776952" refname="GSM2160824"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160825_r1" accession="SRR3549167">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549167</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160825_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776953" refname="GSM2160825"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160826_r1" accession="SRR3549168">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549168</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160826_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776954" refname="GSM2160826"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160827_r1" accession="SRR3549169">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549169</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160827_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776955" refname="GSM2160827"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160828_r1" accession="SRR3549170">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549170</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160828_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776956" refname="GSM2160828"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160829_r1" accession="SRR3549171">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549171</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160829_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776957" refname="GSM2160829"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160830_r1" accession="SRR3549172">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549172</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160830_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776958" refname="GSM2160830"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160831_r1" accession="SRR3549173">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549173</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160831_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776959" refname="GSM2160831"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160832_r1" accession="SRR3549174">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549174</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160832_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776960" refname="GSM2160832"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160833_r1" accession="SRR3549175">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549175</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160833_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776961" refname="GSM2160833"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160834_r1" accession="SRR3549176">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549176</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160834_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776962" refname="GSM2160834"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160835_r1" accession="SRR3549177">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549177</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160835_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776963" refname="GSM2160835"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160836_r1" accession="SRR3549178">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549178</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160836_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776964" refname="GSM2160836"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160837_r1" accession="SRR3549179">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549179</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160837_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776965" refname="GSM2160837"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160838_r1" accession="SRR3549180">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549180</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160838_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776966" refname="GSM2160838"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160839_r1" accession="SRR3549181">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549181</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160839_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776967" refname="GSM2160839"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160840_r1" accession="SRR3549182">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549182</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160840_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776968" refname="GSM2160840"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160841_r1" accession="SRR3549183">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549183</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160841_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776969" refname="GSM2160841"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160842_r1" accession="SRR3549184">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549184</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160842_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776970" refname="GSM2160842"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160843_r1" accession="SRR3549185">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549185</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160843_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776971" refname="GSM2160843"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160844_r1" accession="SRR3549186">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549186</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160844_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776972" refname="GSM2160844"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160845_r1" accession="SRR3549187">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549187</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160845_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776973" refname="GSM2160845"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160846_r1" accession="SRR3549188">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549188</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160846_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776974" refname="GSM2160846"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160847_r1" accession="SRR3549189">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549189</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160847_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776975" refname="GSM2160847"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160848_r1" accession="SRR3549190">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549190</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160848_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776976" refname="GSM2160848"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160849_r1" accession="SRR3549191">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549191</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160849_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776977" refname="GSM2160849"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160850_r1" accession="SRR3549192">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549192</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160850_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776978" refname="GSM2160850"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160851_r1" accession="SRR3549193">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549193</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160851_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776979" refname="GSM2160851"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160852_r1" accession="SRR3549194">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549194</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160852_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776980" refname="GSM2160852"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160852_r2" accession="SRR3549195">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549195</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160852_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776980" refname="GSM2160852"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160853_r1" accession="SRR3549196">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549196</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160853_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776981" refname="GSM2160853"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160853_r2" accession="SRR3549197">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549197</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160853_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776981" refname="GSM2160853"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160854_r1" accession="SRR3549198">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549198</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160854_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776982" refname="GSM2160854"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160854_r2" accession="SRR3549199">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549199</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160854_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776982" refname="GSM2160854"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160855_r1" accession="SRR3549200">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549200</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160855_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776983" refname="GSM2160855"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160855_r2" accession="SRR3549201">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549201</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160855_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776983" refname="GSM2160855"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160856_r1" accession="SRR3549202">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549202</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160856_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776984" refname="GSM2160856"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160856_r2" accession="SRR3549203">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549203</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160856_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776984" refname="GSM2160856"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160857_r1" accession="SRR3549204">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549204</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160857_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776985" refname="GSM2160857"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160857_r2" accession="SRR3549205">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549205</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160857_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776985" refname="GSM2160857"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160858_r1" accession="SRR3549206">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549206</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160858_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776986" refname="GSM2160858"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160858_r2" accession="SRR3549207">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549207</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160858_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776986" refname="GSM2160858"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160859_r1" accession="SRR3549208">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549208</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160859_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776987" refname="GSM2160859"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160859_r2" accession="SRR3549209">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549209</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160859_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776987" refname="GSM2160859"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160860_r1" accession="SRR3549210">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549210</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160860_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776988" refname="GSM2160860"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160860_r2" accession="SRR3549211">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549211</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160860_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776988" refname="GSM2160860"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160861_r1" accession="SRR3549212">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549212</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160861_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776989" refname="GSM2160861"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160861_r2" accession="SRR3549213">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549213</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160861_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776989" refname="GSM2160861"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160862_r1" accession="SRR3549214">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549214</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160862_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776990" refname="GSM2160862"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160863_r1" accession="SRR3549215">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549215</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160863_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776991" refname="GSM2160863"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160864_r1" accession="SRR3549216">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549216</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160864_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776992" refname="GSM2160864"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160865_r1" accession="SRR3549217">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549217</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160865_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776993" refname="GSM2160865"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160866_r1" accession="SRR3549218">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549218</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160866_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776994" refname="GSM2160866"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160867_r1" accession="SRR3549219">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549219</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160867_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776995" refname="GSM2160867"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160868_r1" accession="SRR3549220">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549220</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160868_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776996" refname="GSM2160868"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160869_r1" accession="SRR3549221">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549221</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160869_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776997" refname="GSM2160869"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160870_r1" accession="SRR3549222">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549222</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160870_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776998" refname="GSM2160870"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160871_r1" accession="SRR3549223">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549223</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160871_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1776999" refname="GSM2160871"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160872_r1" accession="SRR3549224">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549224</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160872_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777000" refname="GSM2160872"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160873_r1" accession="SRR3549225">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549225</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160873_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777001" refname="GSM2160873"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160874_r1" accession="SRR3549226">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549226</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160874_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777002" refname="GSM2160874"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160875_r1" accession="SRR3549227">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549227</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160875_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777003" refname="GSM2160875"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160876_r1" accession="SRR3549228">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549228</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160876_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777004" refname="GSM2160876"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160877_r1" accession="SRR3549229">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549229</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160877_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777005" refname="GSM2160877"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160878_r1" accession="SRR3549230">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549230</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160878_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777006" refname="GSM2160878"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160879_r1" accession="SRR3549231">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549231</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160879_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777007" refname="GSM2160879"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160880_r1" accession="SRR3549232">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549232</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160880_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777008" refname="GSM2160880"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160881_r1" accession="SRR3549233">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549233</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160881_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777009" refname="GSM2160881"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160882_r1" accession="SRR3549234">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549234</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160882_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777010" refname="GSM2160882"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160883_r1" accession="SRR3549235">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549235</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160883_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777011" refname="GSM2160883"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160884_r1" accession="SRR3549236">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549236</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160884_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777012" refname="GSM2160884"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160885_r1" accession="SRR3549237">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549237</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160885_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777013" refname="GSM2160885"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160886_r1" accession="SRR3549238">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549238</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160886_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777014" refname="GSM2160886"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160887_r1" accession="SRR3549239">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549239</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160887_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777015" refname="GSM2160887"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160888_r1" accession="SRR3549240">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549240</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160888_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777016" refname="GSM2160888"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160889_r1" accession="SRR3549241">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549241</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160889_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777017" refname="GSM2160889"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160890_r1" accession="SRR3549242">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549242</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160890_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777018" refname="GSM2160890"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160891_r1" accession="SRR3549243">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549243</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160891_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777019" refname="GSM2160891"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160892_r1" accession="SRR3549244">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549244</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160892_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777020" refname="GSM2160892"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160893_r1" accession="SRR3549245">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549245</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160893_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777021" refname="GSM2160893"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160894_r1" accession="SRR3549246">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549246</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160894_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777022" refname="GSM2160894"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160895_r1" accession="SRR3549247">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549247</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160895_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777023" refname="GSM2160895"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160896_r1" accession="SRR3549248">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549248</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160896_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777024" refname="GSM2160896"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160897_r1" accession="SRR3549249">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549249</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160897_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777025" refname="GSM2160897"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160898_r1" accession="SRR3549250">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549250</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160898_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777026" refname="GSM2160898"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160899_r1" accession="SRR3549251">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549251</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160899_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777027" refname="GSM2160899"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160900_r1" accession="SRR3549252">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549252</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160900_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777028" refname="GSM2160900"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160901_r1" accession="SRR3549253">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549253</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160901_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777029" refname="GSM2160901"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>50</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160902_r1" accession="SRR3549254">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549254</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160902_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777030" refname="GSM2160902"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>86</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160903_r1" accession="SRR3549255">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549255</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160903_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777031" refname="GSM2160903"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>86</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160904_r1" accession="SRR3549256">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549256</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160904_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777032" refname="GSM2160904"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160905_r1" accession="SRR3549257">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549257</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160905_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777033" refname="GSM2160905"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160906_r1" accession="SRR3549258">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549258</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160906_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777034" refname="GSM2160906"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160907_r1" accession="SRR3549259">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549259</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160907_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777035" refname="GSM2160907"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160908_r1" accession="SRR3549260">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549260</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160908_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777036" refname="GSM2160908"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160909_r1" accession="SRR3549261">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549261</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160909_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777037" refname="GSM2160909"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160910_r1" accession="SRR3549262">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549262</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160910_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777038" refname="GSM2160910"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160911_r1" accession="SRR3549263">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549263</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160911_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777039" refname="GSM2160911"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160912_r1" accession="SRR3549264">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549264</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160912_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777040" refname="GSM2160912"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160913_r1" accession="SRR3549265">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549265</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160913_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777041" refname="GSM2160913"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160914_r1" accession="SRR3549266">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549266</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160914_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777042" refname="GSM2160914"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160915_r1" accession="SRR3549267">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549267</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160915_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777043" refname="GSM2160915"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160916_r1" accession="SRR3549268">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549268</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160916_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777044" refname="GSM2160916"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160917_r1" accession="SRR3549269">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549269</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160917_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777045" refname="GSM2160917"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160918_r1" accession="SRR3549270">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549270</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160918_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777046" refname="GSM2160918"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160919_r1" accession="SRR3549271">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549271</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160919_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777047" refname="GSM2160919"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160920_r1" accession="SRR3549272">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549272</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160920_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777048" refname="GSM2160920"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160921_r1" accession="SRR3549273">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549273</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160921_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777049" refname="GSM2160921"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160922_r1" accession="SRR3549274">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549274</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160922_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777050" refname="GSM2160922"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160923_r1" accession="SRR3549275">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549275</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160923_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777051" refname="GSM2160923"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160924_r1" accession="SRR3549276">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549276</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160924_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777052" refname="GSM2160924"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160925_r1" accession="SRR3549277">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549277</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160925_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777053" refname="GSM2160925"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160926_r1" accession="SRR3549278">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549278</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160926_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777054" refname="GSM2160926"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160927_r1" accession="SRR3549279">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549279</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160927_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777055" refname="GSM2160927"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160928_r1" accession="SRR3549280">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549280</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160928_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777056" refname="GSM2160928"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160929_r1" accession="SRR3549281">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549281</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160929_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777057" refname="GSM2160929"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160930_r1" accession="SRR3549282">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549282</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160930_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777058" refname="GSM2160930"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160931_r1" accession="SRR3549283">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549283</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160931_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777059" refname="GSM2160931"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160932_r1" accession="SRR3549284">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549284</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160932_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777060" refname="GSM2160932"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160933_r1" accession="SRR3549285">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549285</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160933_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777061" refname="GSM2160933"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160934_r1" accession="SRR3549286">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549286</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160934_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777062" refname="GSM2160934"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160935_r1" accession="SRR3549287">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549287</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160935_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777063" refname="GSM2160935"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160936_r1" accession="SRR3549288">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549288</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160936_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777064" refname="GSM2160936"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160937_r1" accession="SRR3549289">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549289</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160937_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777065" refname="GSM2160937"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160938_r1" accession="SRR3549290">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549290</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160938_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777066" refname="GSM2160938"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160939_r1" accession="SRR3549291">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549291</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160939_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777067" refname="GSM2160939"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160940_r1" accession="SRR3549292">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549292</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160940_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777068" refname="GSM2160940"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160941_r1" accession="SRR3549293">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549293</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160941_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777069" refname="GSM2160941"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160942_r1" accession="SRR3549294">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549294</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160942_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777070" refname="GSM2160942"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160943_r1" accession="SRR3549295">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549295</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160943_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777071" refname="GSM2160943"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160944_r1" accession="SRR3549296">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549296</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160944_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777072" refname="GSM2160944"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>86</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160945_r1" accession="SRR3549297">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549297</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160945_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777073" refname="GSM2160945"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>86</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160946_r1" accession="SRR3549298">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549298</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160946_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777074" refname="GSM2160946"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>86</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160947_r1" accession="SRR3549299">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549299</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160947_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777075" refname="GSM2160947"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>86</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160948_r1" accession="SRR3549300">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549300</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160948_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777076" refname="GSM2160948"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>86</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160949_r1" accession="SRR3549301">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549301</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160949_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777077" refname="GSM2160949"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>86</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160950_r1" accession="SRR3549302">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549302</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160950_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777078" refname="GSM2160950"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>86</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160951_r1" accession="SRR3549303">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549303</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160951_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777079" refname="GSM2160951"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>86</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160952_r1" accession="SRR3549304">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549304</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160952_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777080" refname="GSM2160952"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>86</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160953_r1" accession="SRR3549305">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549305</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160953_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777081" refname="GSM2160953"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>86</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160954_r1" accession="SRR3549306">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549306</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160954_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777082" refname="GSM2160954"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>86</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160955_r1" accession="SRR3549307">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549307</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160955_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777083" refname="GSM2160955"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>86</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160956_r1" accession="SRR3549308">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549308</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160956_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777084" refname="GSM2160956"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160957_r1" accession="SRR3549309">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549309</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160957_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777085" refname="GSM2160957"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160958_r1" accession="SRR3549310">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549310</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160958_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777086" refname="GSM2160958"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160959_r1" accession="SRR3549311">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549311</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160959_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777087" refname="GSM2160959"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160960_r1" accession="SRR3549312">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549312</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160960_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777088" refname="GSM2160960"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160961_r1" accession="SRR3549313">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549313</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160961_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777089" refname="GSM2160961"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160962_r1" accession="SRR3549314">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549314</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160962_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777090" refname="GSM2160962"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160963_r1" accession="SRR3549315">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549315</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160963_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777091" refname="GSM2160963"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160964_r1" accession="SRR3549316">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549316</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160964_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777092" refname="GSM2160964"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160965_r1" accession="SRR3549317">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549317</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160965_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777093" refname="GSM2160965"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160966_r1" accession="SRR3549318">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549318</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160966_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777094" refname="GSM2160966"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160967_r1" accession="SRR3549319">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549319</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160967_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777095" refname="GSM2160967"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160968_r1" accession="SRR3549320">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549320</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160968_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777096" refname="GSM2160968"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160969_r1" accession="SRR3549321">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549321</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160969_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777097" refname="GSM2160969"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160970_r1" accession="SRR3549322">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549322</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160970_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777098" refname="GSM2160970"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160971_r1" accession="SRR3549323">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549323</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160971_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777099" refname="GSM2160971"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160972_r1" accession="SRR3549324">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549324</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160972_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777100" refname="GSM2160972"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160973_r1" accession="SRR3549325">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549325</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160973_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777101" refname="GSM2160973"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160974_r1" accession="SRR3549326">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549326</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160974_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777102" refname="GSM2160974"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160975_r1" accession="SRR3549327">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549327</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160975_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777103" refname="GSM2160975"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160976_r1" accession="SRR3549328">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549328</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160976_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777104" refname="GSM2160976"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160977_r1" accession="SRR3549329">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549329</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160977_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777105" refname="GSM2160977"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160978_r1" accession="SRR3549330">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549330</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160978_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777106" refname="GSM2160978"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160979_r1" accession="SRR3549331">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549331</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160979_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777107" refname="GSM2160979"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160980_r1" accession="SRR3549332">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549332</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160980_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777108" refname="GSM2160980"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160980_r2" accession="SRR3549333">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549333</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160980_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777108" refname="GSM2160980"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160980_r3" accession="SRR3549334">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549334</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160980_r3</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777108" refname="GSM2160980"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160980_r4" accession="SRR3549335">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549335</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160980_r4</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777108" refname="GSM2160980"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160980_r5" accession="SRR3549336">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549336</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160980_r5</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777108" refname="GSM2160980"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160980_r6" accession="SRR3549337">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549337</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160980_r6</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777108" refname="GSM2160980"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160981_r1" accession="SRR3549338">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549338</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160981_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777109" refname="GSM2160981"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160981_r2" accession="SRR3549339">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549339</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160981_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777109" refname="GSM2160981"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160981_r3" accession="SRR3549340">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549340</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160981_r3</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777109" refname="GSM2160981"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160981_r4" accession="SRR3549341">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549341</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160981_r4</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777109" refname="GSM2160981"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160981_r5" accession="SRR3549342">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549342</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160981_r5</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777109" refname="GSM2160981"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160981_r6" accession="SRR3549343">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549343</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160981_r6</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777109" refname="GSM2160981"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160982_r1" accession="SRR3549344">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549344</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160982_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777110" refname="GSM2160982"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160982_r2" accession="SRR3549345">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549345</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160982_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777110" refname="GSM2160982"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160982_r3" accession="SRR3549346">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549346</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160982_r3</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777110" refname="GSM2160982"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160982_r4" accession="SRR3549347">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549347</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160982_r4</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777110" refname="GSM2160982"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160982_r5" accession="SRR3549348">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549348</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160982_r5</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777110" refname="GSM2160982"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160982_r6" accession="SRR3549349">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549349</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160982_r6</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777110" refname="GSM2160982"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160983_r1" accession="SRR3549350">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549350</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160983_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777111" refname="GSM2160983"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160983_r2" accession="SRR3549351">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549351</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160983_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777111" refname="GSM2160983"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160983_r3" accession="SRR3549352">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549352</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160983_r3</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777111" refname="GSM2160983"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160983_r4" accession="SRR3549353">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549353</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160983_r4</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777111" refname="GSM2160983"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160983_r5" accession="SRR3549354">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549354</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160983_r5</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777111" refname="GSM2160983"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160983_r6" accession="SRR3549355">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549355</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160983_r6</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777111" refname="GSM2160983"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160984_r1" accession="SRR3549356">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549356</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160984_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777112" refname="GSM2160984"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160984_r2" accession="SRR3549357">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549357</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160984_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777112" refname="GSM2160984"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160984_r3" accession="SRR3549358">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549358</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160984_r3</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777112" refname="GSM2160984"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160984_r4" accession="SRR3549359">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549359</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160984_r4</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777112" refname="GSM2160984"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160984_r5" accession="SRR3549360">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549360</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160984_r5</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777112" refname="GSM2160984"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160984_r6" accession="SRR3549361">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549361</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160984_r6</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777112" refname="GSM2160984"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160985_r1" accession="SRR3549362">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549362</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160985_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777113" refname="GSM2160985"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160985_r2" accession="SRR3549363">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549363</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160985_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777113" refname="GSM2160985"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160985_r3" accession="SRR3549364">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549364</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160985_r3</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777113" refname="GSM2160985"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160985_r4" accession="SRR3549365">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549365</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160985_r4</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777113" refname="GSM2160985"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160985_r5" accession="SRR3549366">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549366</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160985_r5</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777113" refname="GSM2160985"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160985_r6" accession="SRR3549367">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549367</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160985_r6</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777113" refname="GSM2160985"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160986_r1" accession="SRR3549368">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549368</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160986_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777114" refname="GSM2160986"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160986_r2" accession="SRR3549369">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549369</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160986_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777114" refname="GSM2160986"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160986_r3" accession="SRR3549370">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549370</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160986_r3</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777114" refname="GSM2160986"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160986_r4" accession="SRR3549371">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549371</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160986_r4</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777114" refname="GSM2160986"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160986_r5" accession="SRR3549372">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549372</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160986_r5</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777114" refname="GSM2160986"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160986_r6" accession="SRR3549373">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549373</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160986_r6</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777114" refname="GSM2160986"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160987_r1" accession="SRR3549374">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549374</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160987_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777115" refname="GSM2160987"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160987_r2" accession="SRR3549375">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549375</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160987_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777115" refname="GSM2160987"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160987_r3" accession="SRR3549376">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549376</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160987_r3</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777115" refname="GSM2160987"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160987_r4" accession="SRR3549377">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549377</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160987_r4</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777115" refname="GSM2160987"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160987_r5" accession="SRR3549378">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549378</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160987_r5</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777115" refname="GSM2160987"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160987_r6" accession="SRR3549379">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549379</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160987_r6</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777115" refname="GSM2160987"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160988_r1" accession="SRR3549380">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549380</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160988_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777116" refname="GSM2160988"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160988_r2" accession="SRR3549381">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549381</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160988_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777116" refname="GSM2160988"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160988_r3" accession="SRR3549382">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549382</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160988_r3</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777116" refname="GSM2160988"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160988_r4" accession="SRR3549383">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549383</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160988_r4</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777116" refname="GSM2160988"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160988_r5" accession="SRR3549384">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549384</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160988_r5</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777116" refname="GSM2160988"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160988_r6" accession="SRR3549385">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549385</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160988_r6</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777116" refname="GSM2160988"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160989_r1" accession="SRR3549386">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549386</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160989_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777117" refname="GSM2160989"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160989_r2" accession="SRR3549387">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549387</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160989_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777117" refname="GSM2160989"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160989_r3" accession="SRR3549388">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549388</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160989_r3</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777117" refname="GSM2160989"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160989_r4" accession="SRR3549389">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549389</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160989_r4</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777117" refname="GSM2160989"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160989_r5" accession="SRR3549390">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549390</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160989_r5</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777117" refname="GSM2160989"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160989_r6" accession="SRR3549391">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549391</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160989_r6</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777117" refname="GSM2160989"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160990_r1" accession="SRR3549392">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549392</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160990_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777118" refname="GSM2160990"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160990_r2" accession="SRR3549393">
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      <PRIMARY_ID>SRR3549393</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160990_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777118" refname="GSM2160990"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160990_r3" accession="SRR3549394">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549394</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160990_r3</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777118" refname="GSM2160990"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160990_r4" accession="SRR3549395">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549395</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160990_r4</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777118" refname="GSM2160990"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160990_r5" accession="SRR3549396">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549396</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160990_r5</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777118" refname="GSM2160990"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160990_r6" accession="SRR3549397">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549397</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160990_r6</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777118" refname="GSM2160990"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160991_r1" accession="SRR3549398">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549398</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160991_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777119" refname="GSM2160991"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160991_r2" accession="SRR3549399">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549399</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160991_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777119" refname="GSM2160991"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160992_r1" accession="SRR3549400">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549400</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160992_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777120" refname="GSM2160992"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160993_r1" accession="SRR3549401">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549401</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160993_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777121" refname="GSM2160993"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160994_r1" accession="SRR3549402">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549402</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160994_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777122" refname="GSM2160994"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160995_r1" accession="SRR3549403">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549403</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160995_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777123" refname="GSM2160995"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160996_r1" accession="SRR3549404">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549404</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160996_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777124" refname="GSM2160996"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160997_r1" accession="SRR3549405">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549405</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160997_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777125" refname="GSM2160997"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160998_r1" accession="SRR3549406">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549406</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160998_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777126" refname="GSM2160998"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2160999_r1" accession="SRR3549407">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549407</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2160999_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777127" refname="GSM2160999"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161000_r1" accession="SRR3549408">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549408</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161000_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777128" refname="GSM2161000"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161001_r1" accession="SRR3549409">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549409</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161001_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777129" refname="GSM2161001"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161002_r1" accession="SRR3549410">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549410</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161002_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777130" refname="GSM2161002"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161003_r1" accession="SRR3549411">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549411</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161003_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777131" refname="GSM2161003"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161004_r1" accession="SRR3549412">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549412</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161004_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777132" refname="GSM2161004"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161005_r1" accession="SRR3549413">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549413</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161005_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777133" refname="GSM2161005"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161006_r1" accession="SRR3549414">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549414</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161006_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777134" refname="GSM2161006"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161007_r1" accession="SRR3549415">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549415</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161007_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777135" refname="GSM2161007"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161008_r1" accession="SRR3549416">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549416</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161008_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777136" refname="GSM2161008"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161009_r1" accession="SRR3549417">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549417</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161009_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777137" refname="GSM2161009"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161010_r1" accession="SRR3549418">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549418</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161010_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777138" refname="GSM2161010"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161011_r1" accession="SRR3549419">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549419</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161011_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777139" refname="GSM2161011"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161012_r1" accession="SRR3549420">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549420</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161012_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777140" refname="GSM2161012"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161013_r1" accession="SRR3549421">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549421</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161013_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777141" refname="GSM2161013"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161014_r1" accession="SRR3549422">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549422</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161014_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777142" refname="GSM2161014"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161015_r1" accession="SRR3549423">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549423</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161015_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777143" refname="GSM2161015"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161016_r1" accession="SRR3549424">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549424</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161016_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777144" refname="GSM2161016"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161017_r1" accession="SRR3549425">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549425</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161017_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777145" refname="GSM2161017"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161018_r1" accession="SRR3549426">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549426</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161018_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777146" refname="GSM2161018"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161019_r1" accession="SRR3549427">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549427</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161019_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777147" refname="GSM2161019"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161020_r1" accession="SRR3549428">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549428</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161020_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777148" refname="GSM2161020"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161021_r1" accession="SRR3549429">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549429</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161021_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777149" refname="GSM2161021"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161022_r1" accession="SRR3549430">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549430</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161022_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777150" refname="GSM2161022"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161023_r1" accession="SRR3549431">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549431</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161023_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777151" refname="GSM2161023"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161024_r1" accession="SRR3549432">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549432</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161024_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777152" refname="GSM2161024"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161025_r1" accession="SRR3549433">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549433</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161025_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777153" refname="GSM2161025"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161026_r1" accession="SRR3549434">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549434</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161026_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777154" refname="GSM2161026"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161027_r1" accession="SRR3549435">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549435</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161027_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777155" refname="GSM2161027"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161028_r1" accession="SRR3549436">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549436</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161028_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777156" refname="GSM2161028"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161029_r1" accession="SRR3549437">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549437</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161029_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777157" refname="GSM2161029"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161030_r1" accession="SRR3549438">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549438</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161030_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777158" refname="GSM2161030"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161031_r1" accession="SRR3549439">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549439</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161031_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777159" refname="GSM2161031"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161032_r1" accession="SRR3549440">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549440</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161032_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777160" refname="GSM2161032"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161033_r1" accession="SRR3549441">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549441</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161033_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777161" refname="GSM2161033"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161034_r1" accession="SRR3549442">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549442</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161034_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777162" refname="GSM2161034"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161035_r1" accession="SRR3549443">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549443</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161035_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777163" refname="GSM2161035"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161036_r1" accession="SRR3549444">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549444</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161036_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777164" refname="GSM2161036"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161037_r1" accession="SRR3549445">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549445</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161037_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777165" refname="GSM2161037"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161038_r1" accession="SRR3549446">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549446</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161038_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777166" refname="GSM2161038"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161039_r1" accession="SRR3549447">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549447</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161039_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777167" refname="GSM2161039"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161040_r1" accession="SRR3549448">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549448</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161040_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777168" refname="GSM2161040"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161041_r1" accession="SRR3549449">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549449</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161041_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777169" refname="GSM2161041"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161042_r1" accession="SRR3549450">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549450</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161042_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777170" refname="GSM2161042"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161043_r1" accession="SRR3549451">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549451</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161043_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777171" refname="GSM2161043"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161044_r1" accession="SRR3549452">
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      <PRIMARY_ID>SRR3549452</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161044_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777172" refname="GSM2161044"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161045_r1" accession="SRR3549453">
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      <PRIMARY_ID>SRR3549453</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161045_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777173" refname="GSM2161045"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161046_r1" accession="SRR3549454">
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      <PRIMARY_ID>SRR3549454</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161046_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777174" refname="GSM2161046"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161047_r1" accession="SRR3549455">
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      <PRIMARY_ID>SRR3549455</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161047_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777175" refname="GSM2161047"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161048_r1" accession="SRR3549456">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549456</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161048_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777176" refname="GSM2161048"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161049_r1" accession="SRR3549457">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549457</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161049_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777177" refname="GSM2161049"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161050_r1" accession="SRR3549458">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549458</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161050_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777178" refname="GSM2161050"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161051_r1" accession="SRR3549459">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549459</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161051_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777179" refname="GSM2161051"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161052_r1" accession="SRR3549460">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549460</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161052_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777180" refname="GSM2161052"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161053_r1" accession="SRR3549461">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549461</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161053_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777181" refname="GSM2161053"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161054_r1" accession="SRR3549462">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549462</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161054_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777182" refname="GSM2161054"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161055_r1" accession="SRR3549463">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549463</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161055_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777183" refname="GSM2161055"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161056_r1" accession="SRR3549464">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549464</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161056_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777184" refname="GSM2161056"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161057_r1" accession="SRR3549465">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549465</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161057_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777185" refname="GSM2161057"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161058_r1" accession="SRR3549466">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549466</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161058_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777186" refname="GSM2161058"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549467</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161059_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777187" refname="GSM2161059"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549468</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161060_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777188" refname="GSM2161060"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549469</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161061_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777189" refname="GSM2161061"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549470</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161062_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777190" refname="GSM2161062"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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      <PRIMARY_ID>SRR3549471</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161063_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777191" refname="GSM2161063"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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      <PRIMARY_ID>SRR3549472</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161064_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777192" refname="GSM2161064"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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      <PRIMARY_ID>SRR3549473</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161065_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777193" refname="GSM2161065"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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      <PRIMARY_ID>SRR3549474</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161066_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777194" refname="GSM2161066"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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      <PRIMARY_ID>SRR3549475</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161067_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777195" refname="GSM2161067"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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      <PRIMARY_ID>SRR3549476</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161068_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777196" refname="GSM2161068"/>
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      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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      <PRIMARY_ID>SRR3549477</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161069_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777197" refname="GSM2161069"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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      <PRIMARY_ID>SRR3549478</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161070_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777198" refname="GSM2161070"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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      <PRIMARY_ID>SRR3549479</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161071_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777199" refname="GSM2161071"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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      <PRIMARY_ID>SRR3549480</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161072_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777200" refname="GSM2161072"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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      <PRIMARY_ID>SRR3549481</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161073_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777201" refname="GSM2161073"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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      <PRIMARY_ID>SRR3549482</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161074_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777202" refname="GSM2161074"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161075_r1" accession="SRR3549483">
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      <PRIMARY_ID>SRR3549483</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161075_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777203" refname="GSM2161075"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161076_r1" accession="SRR3549484">
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      <PRIMARY_ID>SRR3549484</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161076_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777204" refname="GSM2161076"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
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        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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      <PRIMARY_ID>SRR3549485</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161077_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777205" refname="GSM2161077"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
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        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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      <PRIMARY_ID>SRR3549486</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161078_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777206" refname="GSM2161078"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
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      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161079_r1" accession="SRR3549487">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549487</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161079_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777207" refname="GSM2161079"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161080_r1" accession="SRR3549488">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549488</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161080_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777208" refname="GSM2161080"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161081_r1" accession="SRR3549489">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549489</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161081_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777209" refname="GSM2161081"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161082_r1" accession="SRR3549490">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549490</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161082_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777210" refname="GSM2161082"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161083_r1" accession="SRR3549491">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549491</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161083_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777211" refname="GSM2161083"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161084_r1" accession="SRR3549492">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549492</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161084_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777212" refname="GSM2161084"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161085_r1" accession="SRR3549493">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549493</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161085_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777213" refname="GSM2161085"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161086_r1" accession="SRR3549494">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549494</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161086_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777214" refname="GSM2161086"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161087_r1" accession="SRR3549495">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549495</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161087_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777215" refname="GSM2161087"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161088_r1" accession="SRR3549496">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549496</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161088_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777216" refname="GSM2161088"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161089_r1" accession="SRR3549497">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549497</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161089_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777217" refname="GSM2161089"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161090_r1" accession="SRR3549498">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549498</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161090_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777218" refname="GSM2161090"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161091_r1" accession="SRR3549499">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549499</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161091_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777219" refname="GSM2161091"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161092_r1" accession="SRR3549500">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549500</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161092_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777220" refname="GSM2161092"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161093_r1" accession="SRR3549501">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549501</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161093_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777221" refname="GSM2161093"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161094_r1" accession="SRR3549502">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549502</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161094_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777222" refname="GSM2161094"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161095_r1" accession="SRR3549503">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549503</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161095_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777223" refname="GSM2161095"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161096_r1" accession="SRR3549504">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549504</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161096_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777224" refname="GSM2161096"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161097_r1" accession="SRR3549505">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549505</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161097_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777225" refname="GSM2161097"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161098_r1" accession="SRR3549506">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549506</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161098_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777226" refname="GSM2161098"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161099_r1" accession="SRR3549507">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549507</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161099_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777227" refname="GSM2161099"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161100_r1" accession="SRR3549508">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549508</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161100_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777228" refname="GSM2161100"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161101_r1" accession="SRR3549509">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549509</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161101_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777229" refname="GSM2161101"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161102_r1" accession="SRR3549510">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549510</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161102_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777230" refname="GSM2161102"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161103_r1" accession="SRR3549511">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549511</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161103_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777231" refname="GSM2161103"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161104_r1" accession="SRR3549512">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549512</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161104_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777232" refname="GSM2161104"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161105_r1" accession="SRR3549513">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549513</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161105_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777233" refname="GSM2161105"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161106_r1" accession="SRR3549514">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549514</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161106_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777234" refname="GSM2161106"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161107_r1" accession="SRR3549515">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549515</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161107_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777235" refname="GSM2161107"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161108_r1" accession="SRR3549516">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549516</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161108_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777236" refname="GSM2161108"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161109_r1" accession="SRR3549517">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549517</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161109_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777237" refname="GSM2161109"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161110_r1" accession="SRR3549518">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549518</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161110_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777238" refname="GSM2161110"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161111_r1" accession="SRR3549519">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549519</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161111_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777239" refname="GSM2161111"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161112_r1" accession="SRR3549520">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549520</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161112_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777240" refname="GSM2161112"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161113_r1" accession="SRR3549521">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549521</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161113_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777241" refname="GSM2161113"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161114_r1" accession="SRR3549522">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549522</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161114_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777242" refname="GSM2161114"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161115_r1" accession="SRR3549523">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549523</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161115_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777243" refname="GSM2161115"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161116_r1" accession="SRR3549524">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549524</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161116_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777244" refname="GSM2161116"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161117_r1" accession="SRR3549525">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549525</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161117_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777245" refname="GSM2161117"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161118_r1" accession="SRR3549526">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549526</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161118_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777246" refname="GSM2161118"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161119_r1" accession="SRR3549527">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549527</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161119_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777247" refname="GSM2161119"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161120_r1" accession="SRR3549528">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549528</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161120_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777248" refname="GSM2161120"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161121_r1" accession="SRR3549529">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549529</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161121_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777249" refname="GSM2161121"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161122_r1" accession="SRR3549530">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549530</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161122_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777250" refname="GSM2161122"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161123_r1" accession="SRR3549531">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549531</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161123_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777251" refname="GSM2161123"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161123_r2" accession="SRR3549532">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549532</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161123_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777251" refname="GSM2161123"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161124_r1" accession="SRR3549533">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549533</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161124_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777252" refname="GSM2161124"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161124_r2" accession="SRR3549534">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549534</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161124_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777252" refname="GSM2161124"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161125_r1" accession="SRR3549535">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549535</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161125_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777253" refname="GSM2161125"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161125_r2" accession="SRR3549536">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549536</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161125_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777253" refname="GSM2161125"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161126_r1" accession="SRR3549537">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549537</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161126_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777254" refname="GSM2161126"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161126_r2" accession="SRR3549538">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549538</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161126_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777254" refname="GSM2161126"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161127_r1" accession="SRR3549539">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549539</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161127_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777255" refname="GSM2161127"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161127_r2" accession="SRR3549540">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549540</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161127_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777255" refname="GSM2161127"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161128_r1" accession="SRR3549541">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549541</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161128_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777256" refname="GSM2161128"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161128_r2" accession="SRR3549542">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549542</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161128_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777256" refname="GSM2161128"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161129_r1" accession="SRR3549543">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549543</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161129_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777257" refname="GSM2161129"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161129_r2" accession="SRR3549544">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549544</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161129_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777257" refname="GSM2161129"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161130_r1" accession="SRR3549545">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549545</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161130_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777258" refname="GSM2161130"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161130_r2" accession="SRR3549546">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549546</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161130_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777258" refname="GSM2161130"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161131_r1" accession="SRR3549547">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549547</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161131_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777259" refname="GSM2161131"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161131_r2" accession="SRR3549548">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549548</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161131_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777259" refname="GSM2161131"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161132_r1" accession="SRR3549549">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549549</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161132_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777260" refname="GSM2161132"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161132_r2" accession="SRR3549550">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549550</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161132_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777260" refname="GSM2161132"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161133_r1" accession="SRR3549551">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549551</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161133_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777261" refname="GSM2161133"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161133_r2" accession="SRR3549552">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549552</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161133_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777261" refname="GSM2161133"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161134_r1" accession="SRR3549553">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549553</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161134_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777262" refname="GSM2161134"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161134_r2" accession="SRR3549554">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549554</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161134_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777262" refname="GSM2161134"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161135_r1" accession="SRR3549555">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549555</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161135_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777263" refname="GSM2161135"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161135_r2" accession="SRR3549556">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549556</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161135_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777263" refname="GSM2161135"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161136_r1" accession="SRR3549557">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549557</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161136_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777264" refname="GSM2161136"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161136_r2" accession="SRR3549558">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549558</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161136_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777264" refname="GSM2161136"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161137_r1" accession="SRR3549559">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549559</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161137_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777265" refname="GSM2161137"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161137_r2" accession="SRR3549560">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549560</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161137_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777265" refname="GSM2161137"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161138_r1" accession="SRR3549561">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549561</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161138_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777266" refname="GSM2161138"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161138_r2" accession="SRR3549562">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549562</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161138_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777266" refname="GSM2161138"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161139_r1" accession="SRR3549563">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549563</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161139_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777267" refname="GSM2161139"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549564</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161139_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777267" refname="GSM2161139"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549565</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161140_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777268" refname="GSM2161140"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161141_r1" accession="SRR3549566">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549566</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161141_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777269" refname="GSM2161141"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161142_r1" accession="SRR3549567">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549567</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161142_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777270" refname="GSM2161142"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161143_r1" accession="SRR3549568">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549568</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161143_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777271" refname="GSM2161143"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161144_r1" accession="SRR3549569">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549569</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161144_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777272" refname="GSM2161144"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161145_r1" accession="SRR3549570">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549570</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161145_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777273" refname="GSM2161145"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161146_r1" accession="SRR3549571">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549571</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161146_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777274" refname="GSM2161146"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161147_r1" accession="SRR3549572">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549572</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161147_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777275" refname="GSM2161147"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161148_r1" accession="SRR3549573">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549573</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161148_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777276" refname="GSM2161148"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161149_r1" accession="SRR3549574">
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      <PRIMARY_ID>SRR3549574</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161149_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777277" refname="GSM2161149"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161150_r1" accession="SRR3549575">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549575</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161150_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777278" refname="GSM2161150"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161151_r1" accession="SRR3549576">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549576</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161151_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777279" refname="GSM2161151"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161152_r1" accession="SRR3549577">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549577</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161152_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777280" refname="GSM2161152"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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      <PRIMARY_ID>SRR3549578</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161153_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777281" refname="GSM2161153"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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      <PRIMARY_ID>SRR3549579</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161154_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777282" refname="GSM2161154"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161155_r1" accession="SRR3549580">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549580</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161155_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777283" refname="GSM2161155"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161156_r1" accession="SRR3549581">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549581</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161156_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777284" refname="GSM2161156"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161157_r1" accession="SRR3549582">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549582</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161157_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777285" refname="GSM2161157"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161158_r1" accession="SRR3549583">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549583</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161158_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777286" refname="GSM2161158"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161159_r1" accession="SRR3549584">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549584</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161159_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777287" refname="GSM2161159"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161160_r1" accession="SRR3549585">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549585</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161160_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777288" refname="GSM2161160"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161161_r1" accession="SRR3549586">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549586</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161161_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777289" refname="GSM2161161"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161162_r1" accession="SRR3549587">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549587</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161162_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777290" refname="GSM2161162"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161163_r1" accession="SRR3549588">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549588</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161163_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777291" refname="GSM2161163"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161164_r1" accession="SRR3549589">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549589</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161164_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777292" refname="GSM2161164"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161165_r1" accession="SRR3549590">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549590</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161165_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777293" refname="GSM2161165"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161166_r1" accession="SRR3549591">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549591</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161166_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777294" refname="GSM2161166"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161167_r1" accession="SRR3549592">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549592</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161167_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777295" refname="GSM2161167"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161168_r1" accession="SRR3549593">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549593</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161168_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777296" refname="GSM2161168"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161169_r1" accession="SRR3549594">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549594</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161169_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777297" refname="GSM2161169"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161170_r1" accession="SRR3549595">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549595</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161170_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777298" refname="GSM2161170"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161171_r1" accession="SRR3549596">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549596</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161171_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777299" refname="GSM2161171"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161172_r1" accession="SRR3549597">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549597</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161172_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777300" refname="GSM2161172"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161173_r1" accession="SRR3549598">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549598</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161173_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777301" refname="GSM2161173"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161174_r1" accession="SRR3549599">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549599</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161174_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777302" refname="GSM2161174"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161175_r1" accession="SRR3549600">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549600</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161175_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777303" refname="GSM2161175"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161176_r1" accession="SRR3549601">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549601</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161176_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777304" refname="GSM2161176"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161177_r1" accession="SRR3549602">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549602</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161177_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777305" refname="GSM2161177"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161178_r1" accession="SRR3549603">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549603</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161178_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777306" refname="GSM2161178"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161179_r1" accession="SRR3549604">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549604</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161179_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777307" refname="GSM2161179"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161180_r1" accession="SRR3549605">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549605</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161180_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777308" refname="GSM2161180"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161181_r1" accession="SRR3549606">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549606</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161181_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777309" refname="GSM2161181"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161182_r1" accession="SRR3549607">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549607</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161182_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777310" refname="GSM2161182"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161183_r1" accession="SRR3549608">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549608</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161183_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777311" refname="GSM2161183"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161184_r1" accession="SRR3549609">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549609</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161184_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777312" refname="GSM2161184"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161185_r1" accession="SRR3549610">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549610</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161185_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777313" refname="GSM2161185"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161186_r1" accession="SRR3549611">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549611</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161186_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777314" refname="GSM2161186"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161187_r1" accession="SRR3549612">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549612</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161187_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777315" refname="GSM2161187"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161188_r1" accession="SRR3549613">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549613</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161188_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777316" refname="GSM2161188"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161189_r1" accession="SRR3549614">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549614</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161189_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777317" refname="GSM2161189"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161190_r1" accession="SRR3549615">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549615</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161190_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777318" refname="GSM2161190"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161191_r1" accession="SRR3549616">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549616</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161191_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777319" refname="GSM2161191"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161192_r1" accession="SRR3549617">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549617</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161192_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777320" refname="GSM2161192"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161193_r1" accession="SRR3549618">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549618</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161193_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777321" refname="GSM2161193"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161194_r1" accession="SRR3549619">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549619</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161194_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777322" refname="GSM2161194"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161195_r1" accession="SRR3549620">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549620</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161195_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777323" refname="GSM2161195"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161196_r1" accession="SRR3549621">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549621</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161196_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777324" refname="GSM2161196"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161197_r1" accession="SRR3549622">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549622</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161197_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777325" refname="GSM2161197"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161198_r1" accession="SRR3549623">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549623</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161198_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777326" refname="GSM2161198"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161199_r1" accession="SRR3549624">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549624</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161199_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777327" refname="GSM2161199"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161200_r1" accession="SRR3549625">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549625</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161200_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777328" refname="GSM2161200"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161201_r1" accession="SRR3549626">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549626</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161201_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777329" refname="GSM2161201"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161202_r1" accession="SRR3549627">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549627</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161202_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777330" refname="GSM2161202"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161203_r1" accession="SRR3549628">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549628</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161203_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777331" refname="GSM2161203"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161204_r1" accession="SRR3549629">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549629</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161204_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777332" refname="GSM2161204"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161205_r1" accession="SRR3549630">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549630</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161205_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777333" refname="GSM2161205"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161206_r1" accession="SRR3549631">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549631</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161206_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777334" refname="GSM2161206"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161207_r1" accession="SRR3549632">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549632</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161207_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777335" refname="GSM2161207"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161208_r1" accession="SRR3549633">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549633</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161208_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777336" refname="GSM2161208"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161209_r1" accession="SRR3549634">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549634</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161209_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777337" refname="GSM2161209"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161210_r1" accession="SRR3549635">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549635</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161210_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777338" refname="GSM2161210"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161211_r1" accession="SRR3549636">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549636</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161211_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777339" refname="GSM2161211"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161212_r1" accession="SRR3549637">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549637</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161212_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777340" refname="GSM2161212"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161213_r1" accession="SRR3549638">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549638</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161213_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777341" refname="GSM2161213"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161214_r1" accession="SRR3549639">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549639</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161214_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777342" refname="GSM2161214"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161215_r1" accession="SRR3549640">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549640</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161215_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777343" refname="GSM2161215"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161216_r1" accession="SRR3549641">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549641</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161216_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777344" refname="GSM2161216"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161217_r1" accession="SRR3549642">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549642</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161217_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777345" refname="GSM2161217"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161218_r1" accession="SRR3549643">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549643</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161218_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777346" refname="GSM2161218"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161219_r1" accession="SRR3549644">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549644</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161219_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777347" refname="GSM2161219"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161220_r1" accession="SRR3549645">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549645</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161220_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777348" refname="GSM2161220"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161221_r1" accession="SRR3549646">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549646</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161221_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777349" refname="GSM2161221"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161222_r1" accession="SRR3549647">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549647</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161222_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777350" refname="GSM2161222"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161223_r1" accession="SRR3549648">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549648</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161223_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777351" refname="GSM2161223"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161224_r1" accession="SRR3549649">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549649</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161224_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777352" refname="GSM2161224"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161225_r1" accession="SRR3549650">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549650</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161225_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777353" refname="GSM2161225"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161226_r1" accession="SRR3549651">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549651</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161226_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777354" refname="GSM2161226"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161227_r1" accession="SRR3549652">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549652</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161227_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777355" refname="GSM2161227"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161228_r1" accession="SRR3549653">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549653</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161228_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777356" refname="GSM2161228"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161229_r1" accession="SRR3549654">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549654</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161229_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777357" refname="GSM2161229"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161230_r1" accession="SRR3549655">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549655</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161230_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777358" refname="GSM2161230"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161231_r1" accession="SRR3549656">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549656</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161231_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777359" refname="GSM2161231"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161232_r1" accession="SRR3549657">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549657</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161232_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777360" refname="GSM2161232"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161233_r1" accession="SRR3549658">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549658</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161233_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777361" refname="GSM2161233"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161234_r1" accession="SRR3549659">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549659</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161234_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777362" refname="GSM2161234"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161235_r1" accession="SRR3549660">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549660</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161235_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777363" refname="GSM2161235"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161236_r1" accession="SRR3549661">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549661</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161236_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777364" refname="GSM2161236"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161237_r1" accession="SRR3549662">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549662</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161237_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777365" refname="GSM2161237"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161238_r1" accession="SRR3549663">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549663</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161238_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777366" refname="GSM2161238"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161239_r1" accession="SRR3549664">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549664</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161239_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777367" refname="GSM2161239"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161240_r1" accession="SRR3549665">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549665</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161240_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777368" refname="GSM2161240"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161241_r1" accession="SRR3549666">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549666</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161241_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777369" refname="GSM2161241"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161242_r1" accession="SRR3549667">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549667</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161242_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777370" refname="GSM2161242"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161243_r1" accession="SRR3549668">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549668</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161243_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777371" refname="GSM2161243"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161244_r1" accession="SRR3549669">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549669</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161244_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777372" refname="GSM2161244"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161245_r1" accession="SRR3549670">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549670</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161245_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777373" refname="GSM2161245"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161246_r1" accession="SRR3549671">
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      <PRIMARY_ID>SRR3549671</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161246_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777374" refname="GSM2161246"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161247_r1" accession="SRR3549672">
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      <PRIMARY_ID>SRR3549672</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161247_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777375" refname="GSM2161247"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161248_r1" accession="SRR3549673">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549673</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161248_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777376" refname="GSM2161248"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161249_r1" accession="SRR3549674">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549674</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161249_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777377" refname="GSM2161249"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161250_r1" accession="SRR3549675">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549675</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161250_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777378" refname="GSM2161250"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161251_r1" accession="SRR3549676">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549676</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161251_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777379" refname="GSM2161251"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161252_r1" accession="SRR3549677">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549677</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161252_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777380" refname="GSM2161252"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161253_r1" accession="SRR3549678">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549678</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161253_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777381" refname="GSM2161253"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161254_r1" accession="SRR3549679">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549679</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161254_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777382" refname="GSM2161254"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161255_r1" accession="SRR3549680">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549680</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161255_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777383" refname="GSM2161255"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161256_r1" accession="SRR3549681">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549681</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161256_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777384" refname="GSM2161256"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161257_r1" accession="SRR3549682">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549682</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161257_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777385" refname="GSM2161257"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161258_r1" accession="SRR3549683">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549683</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161258_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777386" refname="GSM2161258"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161259_r1" accession="SRR3549684">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549684</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161259_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777387" refname="GSM2161259"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161260_r1" accession="SRR3549685">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549685</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161260_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777388" refname="GSM2161260"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161261_r1" accession="SRR3549686">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549686</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161261_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777389" refname="GSM2161261"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161262_r1" accession="SRR3549687">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549687</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161262_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777390" refname="GSM2161262"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161263_r1" accession="SRR3549688">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549688</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161263_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777391" refname="GSM2161263"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161264_r1" accession="SRR3549689">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549689</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161264_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777392" refname="GSM2161264"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161265_r1" accession="SRR3549690">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549690</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161265_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777393" refname="GSM2161265"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161266_r1" accession="SRR3549691">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549691</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161266_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777394" refname="GSM2161266"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161267_r1" accession="SRR3549692">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549692</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161267_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777395" refname="GSM2161267"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161268_r1" accession="SRR3549693">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549693</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161268_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777396" refname="GSM2161268"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161269_r1" accession="SRR3549694">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549694</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161269_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777397" refname="GSM2161269"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161270_r1" accession="SRR3549695">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549695</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161270_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777398" refname="GSM2161270"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161271_r1" accession="SRR3549696">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549696</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161271_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777399" refname="GSM2161271"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161272_r1" accession="SRR3549697">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549697</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161272_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777400" refname="GSM2161272"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161273_r1" accession="SRR3549698">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549698</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161273_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777401" refname="GSM2161273"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161274_r1" accession="SRR3549699">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549699</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161274_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777402" refname="GSM2161274"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161275_r1" accession="SRR3549700">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549700</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161275_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777403" refname="GSM2161275"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161276_r1" accession="SRR3549701">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549701</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161276_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777404" refname="GSM2161276"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161277_r1" accession="SRR3549702">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549702</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161277_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777405" refname="GSM2161277"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161278_r1" accession="SRR3549703">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549703</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161278_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777406" refname="GSM2161278"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161279_r1" accession="SRR3549704">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549704</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161279_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777407" refname="GSM2161279"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161280_r1" accession="SRR3549705">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549705</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161280_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777408" refname="GSM2161280"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161281_r1" accession="SRR3549706">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549706</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161281_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777409" refname="GSM2161281"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161282_r1" accession="SRR3549707">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549707</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161282_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777410" refname="GSM2161282"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161283_r1" accession="SRR3549708">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549708</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161283_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777411" refname="GSM2161283"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161284_r1" accession="SRR3549709">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549709</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161284_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777412" refname="GSM2161284"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161285_r1" accession="SRR3549710">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549710</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161285_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777413" refname="GSM2161285"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161286_r1" accession="SRR3549711">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549711</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161286_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777414" refname="GSM2161286"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161287_r1" accession="SRR3549712">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549712</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161287_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777415" refname="GSM2161287"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161288_r1" accession="SRR3549713">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549713</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161288_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777416" refname="GSM2161288"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161289_r1" accession="SRR3549714">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549714</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161289_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777417" refname="GSM2161289"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161290_r1" accession="SRR3549715">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549715</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161290_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777418" refname="GSM2161290"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161291_r1" accession="SRR3549716">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549716</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161291_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777419" refname="GSM2161291"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161292_r1" accession="SRR3549717">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549717</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161292_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777420" refname="GSM2161292"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161293_r1" accession="SRR3549718">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549718</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161293_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777421" refname="GSM2161293"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161294_r1" accession="SRR3549719">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549719</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161294_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777422" refname="GSM2161294"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161295_r1" accession="SRR3549720">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549720</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161295_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777423" refname="GSM2161295"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161296_r1" accession="SRR3549721">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549721</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161296_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777424" refname="GSM2161296"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161297_r1" accession="SRR3549722">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549722</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161297_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777425" refname="GSM2161297"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161298_r1" accession="SRR3549723">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549723</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161298_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777426" refname="GSM2161298"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161299_r1" accession="SRR3549724">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549724</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161299_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777427" refname="GSM2161299"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161300_r1" accession="SRR3549725">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549725</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161300_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777428" refname="GSM2161300"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161301_r1" accession="SRR3549726">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549726</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161301_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777429" refname="GSM2161301"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161302_r1" accession="SRR3549727">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549727</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161302_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777430" refname="GSM2161302"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161303_r1" accession="SRR3549728">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549728</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161303_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777431" refname="GSM2161303"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161304_r1" accession="SRR3549729">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549729</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161304_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777432" refname="GSM2161304"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161305_r1" accession="SRR3549730">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549730</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161305_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777433" refname="GSM2161305"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161306_r1" accession="SRR3549731">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549731</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161306_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777434" refname="GSM2161306"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161307_r1" accession="SRR3549732">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549732</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161307_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777435" refname="GSM2161307"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161308_r1" accession="SRR3549733">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549733</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161308_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777436" refname="GSM2161308"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161309_r1" accession="SRR3549734">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549734</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161309_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777437" refname="GSM2161309"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161310_r1" accession="SRR3549735">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549735</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161310_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777438" refname="GSM2161310"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161311_r1" accession="SRR3549736">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549736</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161311_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777439" refname="GSM2161311"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161312_r1" accession="SRR3549737">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549737</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161312_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777440" refname="GSM2161312"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161313_r1" accession="SRR3549738">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549738</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161313_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777441" refname="GSM2161313"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161314_r1" accession="SRR3549739">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549739</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161314_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777442" refname="GSM2161314"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161315_r1" accession="SRR3549740">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549740</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161315_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777443" refname="GSM2161315"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161316_r1" accession="SRR3549741">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549741</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161316_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777444" refname="GSM2161316"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161317_r1" accession="SRR3549742">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549742</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161317_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777445" refname="GSM2161317"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161318_r1" accession="SRR3549743">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549743</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161318_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777446" refname="GSM2161318"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161319_r1" accession="SRR3549744">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549744</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161319_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777447" refname="GSM2161319"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161319_r2" accession="SRR3549745">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549745</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161319_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777447" refname="GSM2161319"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161320_r1" accession="SRR3549746">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549746</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161320_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777448" refname="GSM2161320"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161320_r2" accession="SRR3549747">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549747</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161320_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777448" refname="GSM2161320"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161321_r1" accession="SRR3549748">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549748</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161321_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777449" refname="GSM2161321"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161322_r1" accession="SRR3549749">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549749</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161322_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777450" refname="GSM2161322"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161323_r1" accession="SRR3549750">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549750</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161323_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777451" refname="GSM2161323"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161324_r1" accession="SRR3549751">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549751</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161324_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777452" refname="GSM2161324"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161325_r1" accession="SRR3549752">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549752</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161325_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777453" refname="GSM2161325"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161326_r1" accession="SRR3549753">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549753</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161326_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777454" refname="GSM2161326"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161327_r1" accession="SRR3549754">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549754</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161327_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777455" refname="GSM2161327"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161328_r1" accession="SRR3549755">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549755</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161328_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777456" refname="GSM2161328"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161329_r1" accession="SRR3549756">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549756</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161329_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777457" refname="GSM2161329"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161330_r1" accession="SRR3549757">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549757</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161330_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777458" refname="GSM2161330"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161331_r1" accession="SRR3549758">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549758</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161331_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777459" refname="GSM2161331"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161332_r1" accession="SRR3549759">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549759</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161332_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777460" refname="GSM2161332"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161333_r1" accession="SRR3549760">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549760</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161333_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777461" refname="GSM2161333"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161334_r1" accession="SRR3549761">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549761</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161334_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777462" refname="GSM2161334"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161335_r1" accession="SRR3549762">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549762</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161335_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777463" refname="GSM2161335"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161336_r1" accession="SRR3549763">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549763</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161336_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777464" refname="GSM2161336"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161337_r1" accession="SRR3549764">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549764</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161337_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777465" refname="GSM2161337"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161338_r1" accession="SRR3549765">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549765</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161338_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777466" refname="GSM2161338"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161339_r1" accession="SRR3549766">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549766</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161339_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777467" refname="GSM2161339"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161340_r1" accession="SRR3549767">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549767</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161340_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777468" refname="GSM2161340"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161341_r1" accession="SRR3549768">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549768</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161341_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777469" refname="GSM2161341"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161342_r1" accession="SRR3549769">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549769</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161342_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777470" refname="GSM2161342"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161343_r1" accession="SRR3549770">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549770</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161343_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777471" refname="GSM2161343"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161344_r1" accession="SRR3549772">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549772</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161344_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777472" refname="GSM2161344"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161345_r1" accession="SRR3549773">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549773</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161345_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777473" refname="GSM2161345"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161346_r1" accession="SRR3549774">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549774</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161346_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777474" refname="GSM2161346"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161347_r1" accession="SRR3549775">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549775</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161347_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777475" refname="GSM2161347"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161348_r1" accession="SRR3549776">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549776</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161348_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777476" refname="GSM2161348"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161349_r1" accession="SRR3549777">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549777</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161349_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777477" refname="GSM2161349"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161350_r1" accession="SRR3549778">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549778</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161350_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777478" refname="GSM2161350"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161351_r1" accession="SRR3549779">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549779</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161351_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777479" refname="GSM2161351"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161352_r1" accession="SRR3549780">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549780</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161352_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777480" refname="GSM2161352"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161353_r1" accession="SRR3549781">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549781</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161353_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777481" refname="GSM2161353"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549782</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161354_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777482" refname="GSM2161354"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161355_r1" accession="SRR3549783">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549783</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161355_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777483" refname="GSM2161355"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161356_r1" accession="SRR3549784">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549784</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161356_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777484" refname="GSM2161356"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161357_r1" accession="SRR3549785">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549785</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161357_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777485" refname="GSM2161357"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161358_r1" accession="SRR3549786">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549786</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161358_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777486" refname="GSM2161358"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161359_r1" accession="SRR3549787">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549787</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161359_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777487" refname="GSM2161359"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161360_r1" accession="SRR3549788">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549788</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161360_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777488" refname="GSM2161360"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161361_r1" accession="SRR3549789">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549789</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161361_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777489" refname="GSM2161361"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161362_r1" accession="SRR3549790">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549790</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161362_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777490" refname="GSM2161362"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161363_r1" accession="SRR3549791">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549791</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161363_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777491" refname="GSM2161363"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161364_r1" accession="SRR3549792">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549792</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161364_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777492" refname="GSM2161364"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161365_r1" accession="SRR3549793">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549793</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161365_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777493" refname="GSM2161365"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161366_r1" accession="SRR3549794">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549794</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161366_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777494" refname="GSM2161366"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161367_r1" accession="SRR3549795">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549795</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161367_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777495" refname="GSM2161367"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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      <PRIMARY_ID>SRR3549796</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161368_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777496" refname="GSM2161368"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161369_r1" accession="SRR3549797">
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      <PRIMARY_ID>SRR3549797</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161369_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777497" refname="GSM2161369"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161370_r1" accession="SRR3549798">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549798</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161370_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777498" refname="GSM2161370"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161371_r1" accession="SRR3549799">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549799</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161371_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777499" refname="GSM2161371"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161372_r1" accession="SRR3549800">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549800</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161372_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777500" refname="GSM2161372"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161373_r1" accession="SRR3549801">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549801</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161373_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777501" refname="GSM2161373"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161374_r1" accession="SRR3549802">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549802</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161374_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777502" refname="GSM2161374"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161375_r1" accession="SRR3549803">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549803</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161375_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777503" refname="GSM2161375"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161376_r1" accession="SRR3549804">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549804</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161376_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777504" refname="GSM2161376"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161377_r1" accession="SRR3549805">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549805</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161377_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777505" refname="GSM2161377"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161378_r1" accession="SRR3549806">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549806</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161378_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777506" refname="GSM2161378"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161379_r1" accession="SRR3549807">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549807</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161379_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777507" refname="GSM2161379"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161380_r1" accession="SRR3549808">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549808</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161380_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777508" refname="GSM2161380"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161381_r1" accession="SRR3549809">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549809</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161381_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777509" refname="GSM2161381"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161382_r1" accession="SRR3549810">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549810</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161382_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777510" refname="GSM2161382"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161383_r1" accession="SRR3549811">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549811</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161383_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777511" refname="GSM2161383"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161384_r1" accession="SRR3549812">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549812</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161384_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777512" refname="GSM2161384"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161385_r1" accession="SRR3549813">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549813</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161385_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777513" refname="GSM2161385"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161386_r1" accession="SRR3549814">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549814</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161386_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777514" refname="GSM2161386"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161387_r1" accession="SRR3549815">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549815</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161387_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777515" refname="GSM2161387"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161388_r1" accession="SRR3549816">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549816</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161388_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777516" refname="GSM2161388"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161389_r1" accession="SRR3549817">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549817</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161389_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777517" refname="GSM2161389"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161390_r1" accession="SRR3549818">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549818</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161390_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777518" refname="GSM2161390"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161391_r1" accession="SRR3549819">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549819</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161391_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777519" refname="GSM2161391"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161392_r1" accession="SRR3549820">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549820</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161392_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777520" refname="GSM2161392"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161393_r1" accession="SRR3549821">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549821</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161393_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777521" refname="GSM2161393"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161394_r1" accession="SRR3549822">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549822</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161394_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777522" refname="GSM2161394"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161395_r1" accession="SRR3549823">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549823</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161395_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777523" refname="GSM2161395"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161396_r1" accession="SRR3549824">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549824</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161396_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777524" refname="GSM2161396"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161397_r1" accession="SRR3549825">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549825</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161397_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777525" refname="GSM2161397"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161398_r1" accession="SRR3549826">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549826</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161398_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777526" refname="GSM2161398"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161399_r1" accession="SRR3549827">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549827</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161399_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777527" refname="GSM2161399"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161400_r1" accession="SRR3549828">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549828</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161400_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777528" refname="GSM2161400"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161401_r1" accession="SRR3549829">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549829</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161401_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777529" refname="GSM2161401"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161402_r1" accession="SRR3549830">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549830</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161402_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777530" refname="GSM2161402"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161403_r1" accession="SRR3549831">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549831</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161403_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777531" refname="GSM2161403"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161404_r1" accession="SRR3549832">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549832</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161404_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777532" refname="GSM2161404"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161405_r1" accession="SRR3549833">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549833</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161405_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777533" refname="GSM2161405"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161406_r1" accession="SRR3549834">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549834</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161406_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777534" refname="GSM2161406"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161407_r1" accession="SRR3549835">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549835</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161407_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777535" refname="GSM2161407"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161408_r1" accession="SRR3549836">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549836</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161408_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777536" refname="GSM2161408"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161409_r1" accession="SRR3549837">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549837</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161409_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777537" refname="GSM2161409"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161410_r1" accession="SRR3549838">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549838</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161410_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777538" refname="GSM2161410"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161411_r1" accession="SRR3549839">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549839</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161411_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777539" refname="GSM2161411"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161412_r1" accession="SRR3549840">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549840</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161412_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777540" refname="GSM2161412"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161413_r1" accession="SRR3549841">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549841</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161413_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777541" refname="GSM2161413"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161414_r1" accession="SRR3549842">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549842</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161414_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777542" refname="GSM2161414"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161415_r1" accession="SRR3549843">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549843</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161415_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777543" refname="GSM2161415"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161416_r1" accession="SRR3549844">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549844</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161416_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777544" refname="GSM2161416"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161417_r1" accession="SRR3549845">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549845</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161417_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777545" refname="GSM2161417"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161418_r1" accession="SRR3549846">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549846</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161418_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777546" refname="GSM2161418"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161419_r1" accession="SRR3549847">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549847</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161419_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777547" refname="GSM2161419"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161420_r1" accession="SRR3549848">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549848</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161420_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777548" refname="GSM2161420"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161421_r1" accession="SRR3549849">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549849</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161421_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777549" refname="GSM2161421"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161422_r1" accession="SRR3549850">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549850</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161422_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777550" refname="GSM2161422"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161423_r1" accession="SRR3549851">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549851</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161423_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777551" refname="GSM2161423"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161424_r1" accession="SRR3549852">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549852</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161424_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777552" refname="GSM2161424"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161425_r1" accession="SRR3549853">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549853</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161425_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777553" refname="GSM2161425"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161426_r1" accession="SRR3549854">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549854</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161426_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777554" refname="GSM2161426"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161427_r1" accession="SRR3549855">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549855</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161427_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777555" refname="GSM2161427"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161428_r1" accession="SRR3549856">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549856</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161428_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777556" refname="GSM2161428"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161429_r1" accession="SRR3549857">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549857</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161429_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777557" refname="GSM2161429"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161430_r1" accession="SRR3549858">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549858</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161430_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777558" refname="GSM2161430"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161431_r1" accession="SRR3549859">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549859</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161431_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777559" refname="GSM2161431"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161432_r1" accession="SRR3549860">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549860</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161432_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777560" refname="GSM2161432"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161433_r1" accession="SRR3549861">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549861</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161433_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777561" refname="GSM2161433"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161434_r1" accession="SRR3549862">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549862</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161434_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777562" refname="GSM2161434"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161435_r1" accession="SRR3549863">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549863</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161435_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777563" refname="GSM2161435"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161436_r1" accession="SRR3549864">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549864</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161436_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777564" refname="GSM2161436"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161437_r1" accession="SRR3549865">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549865</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161437_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777565" refname="GSM2161437"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161438_r1" accession="SRR3549866">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549866</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161438_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777566" refname="GSM2161438"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161439_r1" accession="SRR3549867">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549867</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161439_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777567" refname="GSM2161439"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161440_r1" accession="SRR3549868">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549868</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161440_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777568" refname="GSM2161440"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161441_r1" accession="SRR3549869">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549869</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161441_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777569" refname="GSM2161441"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161442_r1" accession="SRR3549870">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549870</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161442_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777570" refname="GSM2161442"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161443_r1" accession="SRR3549871">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549871</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161443_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777571" refname="GSM2161443"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161444_r1" accession="SRR3549872">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549872</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161444_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777572" refname="GSM2161444"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161445_r1" accession="SRR3549873">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549873</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161445_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777573" refname="GSM2161445"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161446_r1" accession="SRR3549874">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549874</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161446_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777574" refname="GSM2161446"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161447_r1" accession="SRR3549875">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549875</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161447_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777575" refname="GSM2161447"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161448_r1" accession="SRR3549876">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549876</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161448_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777576" refname="GSM2161448"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161449_r1" accession="SRR3549877">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549877</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161449_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777577" refname="GSM2161449"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161450_r1" accession="SRR3549878">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549878</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161450_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777578" refname="GSM2161450"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161451_r1" accession="SRR3549879">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549879</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161451_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777579" refname="GSM2161451"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161452_r1" accession="SRR3549880">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549880</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161452_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777580" refname="GSM2161452"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161453_r1" accession="SRR3549881">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549881</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161453_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777581" refname="GSM2161453"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161454_r1" accession="SRR3549882">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549882</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161454_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777582" refname="GSM2161454"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161455_r1" accession="SRR3549884">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549884</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161455_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777583" refname="GSM2161455"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161456_r1" accession="SRR3549885">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549885</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161456_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777584" refname="GSM2161456"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161457_r1" accession="SRR3549886">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549886</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161457_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777585" refname="GSM2161457"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161458_r1" accession="SRR3549887">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549887</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161458_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777586" refname="GSM2161458"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161459_r1" accession="SRR3549888">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549888</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161459_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777587" refname="GSM2161459"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161460_r1" accession="SRR3549889">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549889</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161460_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777588" refname="GSM2161460"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161461_r1" accession="SRR3549890">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549890</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161461_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777589" refname="GSM2161461"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161462_r1" accession="SRR3549891">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549891</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161462_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777590" refname="GSM2161462"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161463_r1" accession="SRR3549892">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549892</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161463_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777591" refname="GSM2161463"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161464_r1" accession="SRR3549893">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549893</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161464_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777592" refname="GSM2161464"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161465_r1" accession="SRR3549894">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549894</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161465_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777593" refname="GSM2161465"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161466_r1" accession="SRR3549895">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549895</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161466_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777594" refname="GSM2161466"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161467_r1" accession="SRR3549896">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549896</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161467_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777595" refname="GSM2161467"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161468_r1" accession="SRR3549897">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549897</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161468_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777596" refname="GSM2161468"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161469_r1" accession="SRR3549898">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549898</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161469_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777597" refname="GSM2161469"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161470_r1" accession="SRR3549899">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549899</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161470_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777598" refname="GSM2161470"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161471_r1" accession="SRR3549900">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549900</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161471_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777599" refname="GSM2161471"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161472_r1" accession="SRR3549901">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549901</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161472_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777600" refname="GSM2161472"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161473_r1" accession="SRR3549902">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549902</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161473_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777601" refname="GSM2161473"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161474_r1" accession="SRR3549903">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549903</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161474_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777602" refname="GSM2161474"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161475_r1" accession="SRR3549904">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549904</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161475_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777603" refname="GSM2161475"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161476_r1" accession="SRR3549905">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549905</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161476_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777604" refname="GSM2161476"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161477_r1" accession="SRR3549906">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549906</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161477_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777605" refname="GSM2161477"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161478_r1" accession="SRR3549907">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549907</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161478_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777606" refname="GSM2161478"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161479_r1" accession="SRR3549908">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549908</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161479_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777607" refname="GSM2161479"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161480_r1" accession="SRR3549909">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549909</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161480_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777608" refname="GSM2161480"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161481_r1" accession="SRR3549910">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549910</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161481_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777609" refname="GSM2161481"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161482_r1" accession="SRR3549911">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549911</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161482_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777610" refname="GSM2161482"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161483_r1" accession="SRR3549912">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549912</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161483_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777611" refname="GSM2161483"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161484_r1" accession="SRR3549913">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549913</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161484_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777612" refname="GSM2161484"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161485_r1" accession="SRR3549914">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549914</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161485_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777613" refname="GSM2161485"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161486_r1" accession="SRR3549915">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549915</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161486_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777614" refname="GSM2161486"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161487_r1" accession="SRR3549916">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549916</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161487_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777615" refname="GSM2161487"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161488_r1" accession="SRR3549917">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549917</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161488_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777616" refname="GSM2161488"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161489_r1" accession="SRR3549918">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549918</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161489_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777617" refname="GSM2161489"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161490_r1" accession="SRR3549919">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549919</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161490_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777618" refname="GSM2161490"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161491_r1" accession="SRR3549920">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549920</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161491_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777619" refname="GSM2161491"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161492_r1" accession="SRR3549921">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549921</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161492_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777620" refname="GSM2161492"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161493_r1" accession="SRR3549922">
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      <PRIMARY_ID>SRR3549922</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161493_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777621" refname="GSM2161493"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161494_r1" accession="SRR3549923">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549923</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161494_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777622" refname="GSM2161494"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161495_r1" accession="SRR3549924">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549924</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161495_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777623" refname="GSM2161495"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161496_r1" accession="SRR3549925">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549925</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161496_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777624" refname="GSM2161496"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161497_r1" accession="SRR3549926">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549926</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161497_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777625" refname="GSM2161497"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161498_r1" accession="SRR3549927">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549927</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161498_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777626" refname="GSM2161498"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161499_r1" accession="SRR3549928">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549928</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161499_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777627" refname="GSM2161499"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161500_r1" accession="SRR3549929">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549929</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161500_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777628" refname="GSM2161500"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161501_r1" accession="SRR3549930">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549930</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161501_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777629" refname="GSM2161501"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161502_r1" accession="SRR3549931">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549931</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161502_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777630" refname="GSM2161502"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161503_r1" accession="SRR3549932">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549932</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161503_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777631" refname="GSM2161503"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161504_r1" accession="SRR3549933">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549933</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161504_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777632" refname="GSM2161504"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161505_r1" accession="SRR3549934">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549934</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161505_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777633" refname="GSM2161505"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161506_r1" accession="SRR3549935">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549935</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161506_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777634" refname="GSM2161506"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161507_r1" accession="SRR3549936">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549936</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161507_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777635" refname="GSM2161507"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161508_r1" accession="SRR3549937">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549937</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161508_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777636" refname="GSM2161508"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161509_r1" accession="SRR3549938">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549938</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161509_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777637" refname="GSM2161509"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161510_r1" accession="SRR3549939">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549939</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161510_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777638" refname="GSM2161510"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161511_r1" accession="SRR3549940">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549940</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161511_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777639" refname="GSM2161511"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161512_r1" accession="SRR3549941">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549941</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161512_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777640" refname="GSM2161512"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161513_r1" accession="SRR3549942">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549942</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161513_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777641" refname="GSM2161513"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161514_r1" accession="SRR3549943">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549943</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161514_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777642" refname="GSM2161514"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161515_r1" accession="SRR3549944">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549944</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161515_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777643" refname="GSM2161515"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161516_r1" accession="SRR3549945">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549945</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161516_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777644" refname="GSM2161516"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161517_r1" accession="SRR3549946">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549946</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161517_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777645" refname="GSM2161517"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161518_r1" accession="SRR3549947">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549947</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161518_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777646" refname="GSM2161518"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161519_r1" accession="SRR3549948">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549948</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161519_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777647" refname="GSM2161519"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161520_r1" accession="SRR3549949">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549949</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161520_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777648" refname="GSM2161520"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161521_r1" accession="SRR3549950">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549950</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161521_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777649" refname="GSM2161521"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161522_r1" accession="SRR3549951">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549951</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161522_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777650" refname="GSM2161522"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161523_r1" accession="SRR3549952">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549952</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161523_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777651" refname="GSM2161523"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161524_r1" accession="SRR3549953">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549953</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161524_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777652" refname="GSM2161524"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161525_r1" accession="SRR3549954">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549954</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161525_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777653" refname="GSM2161525"/>
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      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161526_r1" accession="SRR3549955">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549955</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161526_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777654" refname="GSM2161526"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161527_r1" accession="SRR3549956">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549956</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161527_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777655" refname="GSM2161527"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161528_r1" accession="SRR3549957">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549957</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161528_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777656" refname="GSM2161528"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161529_r1" accession="SRR3549958">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549958</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161529_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777657" refname="GSM2161529"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161530_r1" accession="SRR3549959">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549959</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161530_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777658" refname="GSM2161530"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161531_r1" accession="SRR3549960">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549960</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161531_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777659" refname="GSM2161531"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161532_r1" accession="SRR3549961">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549961</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161532_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777660" refname="GSM2161532"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161533_r1" accession="SRR3549962">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549962</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161533_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777661" refname="GSM2161533"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161534_r1" accession="SRR3549963">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549963</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161534_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777662" refname="GSM2161534"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161535_r1" accession="SRR3549964">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549964</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161535_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777663" refname="GSM2161535"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161536_r1" accession="SRR3549965">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549965</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161536_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777664" refname="GSM2161536"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161537_r1" accession="SRR3549966">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549966</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161537_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777665" refname="GSM2161537"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161538_r1" accession="SRR3549967">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549967</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161538_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777666" refname="GSM2161538"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549968</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161539_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777667" refname="GSM2161539"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549969</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161540_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777668" refname="GSM2161540"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549970</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161541_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777669" refname="GSM2161541"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549971</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161542_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777670" refname="GSM2161542"/>
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      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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      <PRIMARY_ID>SRR3549972</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161543_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777671" refname="GSM2161543"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161544_r1" accession="SRR3549973">
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      <PRIMARY_ID>SRR3549973</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161544_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777672" refname="GSM2161544"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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      <PRIMARY_ID>SRR3549974</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161545_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777673" refname="GSM2161545"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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      <PRIMARY_ID>SRR3549975</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161546_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777674" refname="GSM2161546"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161547_r1" accession="SRR3549976">
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      <PRIMARY_ID>SRR3549976</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161547_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777675" refname="GSM2161547"/>
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      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161548_r1" accession="SRR3549977">
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      <PRIMARY_ID>SRR3549977</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161548_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777676" refname="GSM2161548"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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      <PRIMARY_ID>SRR3549978</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161549_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777677" refname="GSM2161549"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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      <PRIMARY_ID>SRR3549979</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161550_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777678" refname="GSM2161550"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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      <PRIMARY_ID>SRR3549981</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161551_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777679" refname="GSM2161551"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161552_r1" accession="SRR3549982">
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      <PRIMARY_ID>SRR3549982</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161552_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777680" refname="GSM2161552"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161553_r1" accession="SRR3549983">
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      <PRIMARY_ID>SRR3549983</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161553_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777681" refname="GSM2161553"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
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        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
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        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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      <PRIMARY_ID>SRR3549984</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161554_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777682" refname="GSM2161554"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
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        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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      <PRIMARY_ID>SRR3549985</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161555_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777683" refname="GSM2161555"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161556_r1" accession="SRR3549986">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549986</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161556_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777684" refname="GSM2161556"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161557_r1" accession="SRR3549987">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549987</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161557_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777685" refname="GSM2161557"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161558_r1" accession="SRR3549988">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549988</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161558_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777686" refname="GSM2161558"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161559_r1" accession="SRR3549989">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549989</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161559_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777687" refname="GSM2161559"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161560_r1" accession="SRR3549990">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549990</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161560_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777688" refname="GSM2161560"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161561_r1" accession="SRR3549991">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549991</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161561_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777689" refname="GSM2161561"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161562_r1" accession="SRR3549992">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549992</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161562_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777690" refname="GSM2161562"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161563_r1" accession="SRR3549993">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549993</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161563_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777691" refname="GSM2161563"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161564_r1" accession="SRR3549994">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549994</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161564_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777692" refname="GSM2161564"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161565_r1" accession="SRR3549995">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549995</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161565_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777693" refname="GSM2161565"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161566_r1" accession="SRR3549996">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549996</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161566_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777694" refname="GSM2161566"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161567_r1" accession="SRR3549997">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549997</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161567_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777695" refname="GSM2161567"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161568_r1" accession="SRR3549998">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549998</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161568_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777696" refname="GSM2161568"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161569_r1" accession="SRR3549999">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3549999</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161569_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777697" refname="GSM2161569"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161570_r1" accession="SRR3550000">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550000</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161570_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777698" refname="GSM2161570"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161571_r1" accession="SRR3550001">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550001</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161571_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777699" refname="GSM2161571"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161572_r1" accession="SRR3550002">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550002</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161572_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777700" refname="GSM2161572"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161573_r1" accession="SRR3550003">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550003</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161573_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777701" refname="GSM2161573"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161574_r1" accession="SRR3550004">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550004</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161574_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777702" refname="GSM2161574"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161575_r1" accession="SRR3550005">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550005</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161575_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777703" refname="GSM2161575"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161576_r1" accession="SRR3550006">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550006</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161576_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777704" refname="GSM2161576"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161577_r1" accession="SRR3550007">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550007</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161577_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777705" refname="GSM2161577"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161578_r1" accession="SRR3550008">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550008</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161578_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777706" refname="GSM2161578"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161579_r1" accession="SRR3550009">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550009</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161579_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777707" refname="GSM2161579"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161580_r1" accession="SRR3550010">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550010</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161580_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777708" refname="GSM2161580"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161581_r1" accession="SRR3550011">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550011</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161581_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777709" refname="GSM2161581"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161582_r1" accession="SRR3550012">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550012</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161582_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777710" refname="GSM2161582"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161583_r1" accession="SRR3550013">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550013</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161583_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777711" refname="GSM2161583"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161584_r1" accession="SRR3550014">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550014</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161584_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777712" refname="GSM2161584"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161585_r1" accession="SRR3550015">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550015</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161585_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777713" refname="GSM2161585"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161586_r1" accession="SRR3550016">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550016</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161586_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777714" refname="GSM2161586"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161587_r1" accession="SRR3550017">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550017</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161587_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777715" refname="GSM2161587"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161588_r1" accession="SRR3550018">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550018</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161588_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777716" refname="GSM2161588"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161589_r1" accession="SRR3550019">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550019</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161589_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777717" refname="GSM2161589"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161590_r1" accession="SRR3550020">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550020</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161590_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777718" refname="GSM2161590"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161591_r1" accession="SRR3550021">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550021</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161591_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777719" refname="GSM2161591"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161592_r1" accession="SRR3550022">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550022</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161592_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777720" refname="GSM2161592"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161593_r1" accession="SRR3550023">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550023</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161593_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777721" refname="GSM2161593"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161594_r1" accession="SRR3550024">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550024</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161594_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777722" refname="GSM2161594"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161595_r1" accession="SRR3550025">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550025</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161595_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777723" refname="GSM2161595"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161596_r1" accession="SRR3550026">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550026</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161596_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777724" refname="GSM2161596"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161597_r1" accession="SRR3550027">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550027</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161597_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777725" refname="GSM2161597"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161598_r1" accession="SRR3550028">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550028</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161598_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777726" refname="GSM2161598"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161599_r1" accession="SRR3550029">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550029</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161599_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777727" refname="GSM2161599"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161600_r1" accession="SRR3550030">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550030</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161600_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777728" refname="GSM2161600"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161601_r1" accession="SRR3550031">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550031</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161601_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777729" refname="GSM2161601"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161602_r1" accession="SRR3550032">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550032</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161602_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777730" refname="GSM2161602"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161603_r1" accession="SRR3550033">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550033</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161603_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777731" refname="GSM2161603"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161604_r1" accession="SRR3550034">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550034</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161604_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777732" refname="GSM2161604"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161605_r1" accession="SRR3550035">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550035</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161605_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777733" refname="GSM2161605"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161606_r1" accession="SRR3550036">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550036</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161606_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777734" refname="GSM2161606"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161607_r1" accession="SRR3550037">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550037</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161607_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777735" refname="GSM2161607"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161608_r1" accession="SRR3550038">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550038</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161608_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777736" refname="GSM2161608"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161609_r1" accession="SRR3550039">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550039</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161609_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777737" refname="GSM2161609"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161610_r1" accession="SRR3550040">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550040</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161610_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777738" refname="GSM2161610"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161611_r1" accession="SRR3550041">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550041</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161611_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777739" refname="GSM2161611"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161612_r1" accession="SRR3550042">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550042</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161612_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777740" refname="GSM2161612"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161613_r1" accession="SRR3550043">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550043</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161613_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777741" refname="GSM2161613"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161614_r1" accession="SRR3550044">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550044</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161614_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777742" refname="GSM2161614"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161615_r1" accession="SRR3550045">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550045</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161615_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777743" refname="GSM2161615"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161616_r1" accession="SRR3550046">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550046</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161616_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777744" refname="GSM2161616"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161617_r1" accession="SRR3550047">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550047</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161617_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777745" refname="GSM2161617"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161618_r1" accession="SRR3550048">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550048</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161618_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777746" refname="GSM2161618"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161619_r1" accession="SRR3550049">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550049</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161619_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777747" refname="GSM2161619"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161620_r1" accession="SRR3550050">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550050</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161620_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777748" refname="GSM2161620"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161621_r1" accession="SRR3550051">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550051</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161621_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777749" refname="GSM2161621"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161622_r1" accession="SRR3550052">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550052</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161622_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777750" refname="GSM2161622"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161623_r1" accession="SRR3550053">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550053</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161623_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777751" refname="GSM2161623"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161624_r1" accession="SRR3550054">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550054</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161624_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777752" refname="GSM2161624"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161625_r1" accession="SRR3550055">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550055</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161625_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777753" refname="GSM2161625"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161626_r1" accession="SRR3550056">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550056</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161626_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777754" refname="GSM2161626"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161627_r1" accession="SRR3550057">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550057</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161627_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777755" refname="GSM2161627"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161628_r1" accession="SRR3550058">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550058</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161628_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777756" refname="GSM2161628"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161629_r1" accession="SRR3550059">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550059</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161629_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777757" refname="GSM2161629"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161630_r1" accession="SRR3550060">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550060</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161630_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777758" refname="GSM2161630"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161631_r1" accession="SRR3550061">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550061</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161631_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777759" refname="GSM2161631"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161632_r1" accession="SRR3550062">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550062</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161632_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777760" refname="GSM2161632"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161633_r1" accession="SRR3550063">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550063</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161633_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777761" refname="GSM2161633"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161634_r1" accession="SRR3550064">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550064</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161634_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777762" refname="GSM2161634"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161635_r1" accession="SRR3550065">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550065</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161635_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777763" refname="GSM2161635"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161636_r1" accession="SRR3550066">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550066</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161636_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777764" refname="GSM2161636"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161637_r1" accession="SRR3550067">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550067</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161637_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777765" refname="GSM2161637"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161638_r1" accession="SRR3550068">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550068</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161638_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777766" refname="GSM2161638"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161639_r1" accession="SRR3550069">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550069</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161639_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777767" refname="GSM2161639"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161640_r1" accession="SRR3550070">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550070</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161640_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777768" refname="GSM2161640"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161641_r1" accession="SRR3550071">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550071</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161641_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777769" refname="GSM2161641"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161642_r1" accession="SRR3550072">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550072</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161642_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777770" refname="GSM2161642"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161643_r1" accession="SRR3550073">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550073</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161643_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777771" refname="GSM2161643"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161644_r1" accession="SRR3550074">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550074</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161644_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777772" refname="GSM2161644"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161645_r1" accession="SRR3550075">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550075</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161645_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777773" refname="GSM2161645"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161646_r1" accession="SRR3550076">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550076</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161646_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777774" refname="GSM2161646"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161647_r1" accession="SRR3550077">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550077</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161647_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777775" refname="GSM2161647"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161648_r1" accession="SRR3550078">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550078</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161648_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777776" refname="GSM2161648"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161649_r1" accession="SRR3550079">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550079</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161649_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777777" refname="GSM2161649"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161650_r1" accession="SRR3550080">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550080</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161650_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777778" refname="GSM2161650"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161651_r1" accession="SRR3550081">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550081</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161651_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777779" refname="GSM2161651"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161652_r1" accession="SRR3550083">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550083</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161652_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777780" refname="GSM2161652"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161653_r1" accession="SRR3550084">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550084</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161653_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777781" refname="GSM2161653"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161654_r1" accession="SRR3550085">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550085</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161654_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777782" refname="GSM2161654"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161655_r1" accession="SRR3550086">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550086</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161655_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777783" refname="GSM2161655"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161656_r1" accession="SRR3550087">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550087</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161656_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777784" refname="GSM2161656"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161657_r1" accession="SRR3550088">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550088</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161657_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777785" refname="GSM2161657"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161658_r1" accession="SRR3550089">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550089</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161658_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777786" refname="GSM2161658"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161659_r1" accession="SRR3550090">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550090</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161659_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777787" refname="GSM2161659"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161660_r1" accession="SRR3550091">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550091</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161660_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777788" refname="GSM2161660"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161661_r1" accession="SRR3550092">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550092</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161661_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777789" refname="GSM2161661"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161662_r1" accession="SRR3550093">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550093</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161662_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777790" refname="GSM2161662"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161663_r1" accession="SRR3550094">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550094</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161663_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777791" refname="GSM2161663"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161664_r1" accession="SRR3550095">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550095</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161664_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777792" refname="GSM2161664"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161665_r1" accession="SRR3550096">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550096</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161665_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777793" refname="GSM2161665"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161666_r1" accession="SRR3550097">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550097</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161666_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777794" refname="GSM2161666"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161667_r1" accession="SRR3550098">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550098</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161667_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777795" refname="GSM2161667"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161668_r1" accession="SRR3550099">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550099</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161668_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777796" refname="GSM2161668"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161669_r1" accession="SRR3550100">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550100</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161669_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777797" refname="GSM2161669"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161670_r1" accession="SRR3550101">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550101</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161670_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777798" refname="GSM2161670"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161671_r1" accession="SRR3550102">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550102</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161671_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777799" refname="GSM2161671"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161672_r1" accession="SRR3550103">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550103</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161672_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777800" refname="GSM2161672"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161673_r1" accession="SRR3550104">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550104</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161673_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777801" refname="GSM2161673"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161674_r1" accession="SRR3550105">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550105</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161674_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777802" refname="GSM2161674"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161675_r1" accession="SRR3550106">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550106</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161675_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777803" refname="GSM2161675"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161676_r1" accession="SRR3550107">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550107</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161676_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777804" refname="GSM2161676"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161677_r1" accession="SRR3550108">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550108</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161677_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777805" refname="GSM2161677"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161678_r1" accession="SRR3550109">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550109</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161678_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777806" refname="GSM2161678"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161679_r1" accession="SRR3550110">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550110</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161679_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777807" refname="GSM2161679"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161680_r1" accession="SRR3550111">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550111</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161680_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777808" refname="GSM2161680"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161681_r1" accession="SRR3550112">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550112</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161681_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777809" refname="GSM2161681"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161682_r1" accession="SRR3550113">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550113</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161682_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777810" refname="GSM2161682"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161683_r1" accession="SRR3550114">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550114</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161683_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777811" refname="GSM2161683"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161684_r1" accession="SRR3550115">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550115</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161684_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777812" refname="GSM2161684"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161685_r1" accession="SRR3550116">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550116</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161685_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777813" refname="GSM2161685"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161686_r1" accession="SRR3550117">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550117</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161686_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777814" refname="GSM2161686"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161687_r1" accession="SRR3550118">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550118</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161687_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777815" refname="GSM2161687"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161688_r1" accession="SRR3550119">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550119</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161688_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777816" refname="GSM2161688"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161689_r1" accession="SRR3550120">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550120</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161689_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777817" refname="GSM2161689"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161690_r1" accession="SRR3550121">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550121</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161690_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777818" refname="GSM2161690"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161691_r1" accession="SRR3550122">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550122</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161691_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777819" refname="GSM2161691"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161692_r1" accession="SRR3550123">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550123</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161692_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777820" refname="GSM2161692"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161693_r1" accession="SRR3550124">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550124</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161693_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777821" refname="GSM2161693"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161694_r1" accession="SRR3550125">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550125</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161694_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777822" refname="GSM2161694"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161695_r1" accession="SRR3550126">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550126</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161695_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777823" refname="GSM2161695"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161696_r1" accession="SRR3550127">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550127</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161696_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777824" refname="GSM2161696"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161697_r1" accession="SRR3550128">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550128</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161697_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777825" refname="GSM2161697"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161698_r1" accession="SRR3550129">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550129</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161698_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777826" refname="GSM2161698"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161699_r1" accession="SRR3550130">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550130</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161699_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777827" refname="GSM2161699"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161700_r1" accession="SRR3550131">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550131</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161700_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777828" refname="GSM2161700"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161701_r1" accession="SRR3550132">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550132</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161701_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777829" refname="GSM2161701"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161702_r1" accession="SRR3550133">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550133</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161702_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777830" refname="GSM2161702"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161703_r1" accession="SRR3550134">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550134</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161703_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777831" refname="GSM2161703"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161704_r1" accession="SRR3550135">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550135</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161704_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777832" refname="GSM2161704"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161705_r1" accession="SRR3550136">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550136</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161705_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777833" refname="GSM2161705"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161706_r1" accession="SRR3550137">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550137</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161706_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777834" refname="GSM2161706"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161707_r1" accession="SRR3550138">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550138</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161707_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777835" refname="GSM2161707"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161708_r1" accession="SRR3550139">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550139</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161708_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777836" refname="GSM2161708"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161709_r1" accession="SRR3550140">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550140</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161709_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777837" refname="GSM2161709"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161710_r1" accession="SRR3550141">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550141</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161710_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777838" refname="GSM2161710"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161711_r1" accession="SRR3550142">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550142</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161711_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777839" refname="GSM2161711"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161712_r1" accession="SRR3550143">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550143</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161712_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777840" refname="GSM2161712"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161713_r1" accession="SRR3550144">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550144</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161713_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777841" refname="GSM2161713"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161714_r1" accession="SRR3550145">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550145</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161714_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777842" refname="GSM2161714"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161715_r1" accession="SRR3550146">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550146</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161715_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777843" refname="GSM2161715"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161716_r1" accession="SRR3550147">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550147</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161716_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777844" refname="GSM2161716"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161717_r1" accession="SRR3550148">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550148</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161717_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777845" refname="GSM2161717"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161718_r1" accession="SRR3550149">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550149</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161718_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777846" refname="GSM2161718"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161719_r1" accession="SRR3550150">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550150</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161719_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777847" refname="GSM2161719"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161720_r1" accession="SRR3550151">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550151</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161720_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777848" refname="GSM2161720"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161721_r1" accession="SRR3550152">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550152</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161721_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777849" refname="GSM2161721"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161722_r1" accession="SRR3550153">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550153</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161722_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777850" refname="GSM2161722"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161723_r1" accession="SRR3550154">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550154</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161723_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777851" refname="GSM2161723"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161724_r1" accession="SRR3550155">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550155</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161724_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777852" refname="GSM2161724"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161725_r1" accession="SRR3550156">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550156</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161725_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777853" refname="GSM2161725"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161726_r1" accession="SRR3550157">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550157</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161726_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777854" refname="GSM2161726"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161727_r1" accession="SRR3550158">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550158</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161727_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777855" refname="GSM2161727"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161728_r1" accession="SRR3550159">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550159</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161728_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777856" refname="GSM2161728"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161729_r1" accession="SRR3550160">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550160</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161729_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777857" refname="GSM2161729"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161730_r1" accession="SRR3550161">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550161</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161730_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777858" refname="GSM2161730"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161731_r1" accession="SRR3550162">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550162</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161731_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777859" refname="GSM2161731"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161732_r1" accession="SRR3550163">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550163</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161732_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777860" refname="GSM2161732"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161733_r1" accession="SRR3550164">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550164</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161733_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777861" refname="GSM2161733"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161734_r1" accession="SRR3550165">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550165</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161734_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777862" refname="GSM2161734"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161735_r1" accession="SRR3550166">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550166</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161735_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777863" refname="GSM2161735"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161736_r1" accession="SRR3550167">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550167</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161736_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777864" refname="GSM2161736"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161737_r1" accession="SRR3550168">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550168</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161737_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777865" refname="GSM2161737"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161738_r1" accession="SRR3550169">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550169</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161738_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777866" refname="GSM2161738"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161739_r1" accession="SRR3550170">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550170</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161739_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777867" refname="GSM2161739"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161740_r1" accession="SRR3550171">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550171</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161740_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777868" refname="GSM2161740"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161741_r1" accession="SRR3550173">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550173</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161741_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777869" refname="GSM2161741"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161742_r1" accession="SRR3550174">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550174</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161742_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777870" refname="GSM2161742"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161743_r1" accession="SRR3550175">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550175</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161743_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777871" refname="GSM2161743"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161744_r1" accession="SRR3550176">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550176</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161744_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777872" refname="GSM2161744"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161745_r1" accession="SRR3550177">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550177</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161745_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777873" refname="GSM2161745"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161746_r1" accession="SRR3550178">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550178</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161746_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777874" refname="GSM2161746"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161747_r1" accession="SRR3550179">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550179</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161747_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777875" refname="GSM2161747"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161748_r1" accession="SRR3550180">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550180</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161748_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777876" refname="GSM2161748"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161749_r1" accession="SRR3550181">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550181</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161749_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777877" refname="GSM2161749"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161750_r1" accession="SRR3550182">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550182</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161750_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777878" refname="GSM2161750"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161751_r1" accession="SRR3550183">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550183</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161751_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777879" refname="GSM2161751"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161752_r1" accession="SRR3550184">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550184</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161752_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777880" refname="GSM2161752"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161753_r1" accession="SRR3550185">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550185</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161753_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777881" refname="GSM2161753"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161754_r1" accession="SRR3550186">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550186</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161754_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777882" refname="GSM2161754"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161755_r1" accession="SRR3550187">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550187</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161755_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777883" refname="GSM2161755"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161756_r1" accession="SRR3550188">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550188</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161756_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777884" refname="GSM2161756"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161757_r1" accession="SRR3550189">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550189</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161757_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777885" refname="GSM2161757"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161758_r1" accession="SRR3550190">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550190</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161758_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777886" refname="GSM2161758"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161759_r1" accession="SRR3550191">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550191</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161759_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777887" refname="GSM2161759"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161760_r1" accession="SRR3550192">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550192</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161760_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777888" refname="GSM2161760"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161761_r1" accession="SRR3550193">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550193</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161761_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777889" refname="GSM2161761"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161762_r1" accession="SRR3550194">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550194</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161762_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777890" refname="GSM2161762"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161763_r1" accession="SRR3550195">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550195</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161763_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777891" refname="GSM2161763"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161764_r1" accession="SRR3550196">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550196</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161764_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777892" refname="GSM2161764"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161765_r1" accession="SRR3550197">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550197</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161765_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777893" refname="GSM2161765"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161766_r1" accession="SRR3550198">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550198</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161766_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777894" refname="GSM2161766"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161767_r1" accession="SRR3550199">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550199</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161767_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777895" refname="GSM2161767"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161768_r1" accession="SRR3550200">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550200</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161768_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777896" refname="GSM2161768"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161769_r1" accession="SRR3550201">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550201</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161769_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777897" refname="GSM2161769"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161770_r1" accession="SRR3550202">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550202</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161770_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777898" refname="GSM2161770"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161771_r1" accession="SRR3550203">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550203</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161771_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777899" refname="GSM2161771"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161772_r1" accession="SRR3550204">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550204</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161772_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777900" refname="GSM2161772"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161773_r1" accession="SRR3550205">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550205</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161773_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777901" refname="GSM2161773"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161774_r1" accession="SRR3550206">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550206</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161774_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777902" refname="GSM2161774"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161775_r1" accession="SRR3550207">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550207</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161775_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777903" refname="GSM2161775"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161776_r1" accession="SRR3550208">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550208</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161776_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777904" refname="GSM2161776"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161777_r1" accession="SRR3550209">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550209</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161777_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777905" refname="GSM2161777"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161778_r1" accession="SRR3550210">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550210</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161778_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777906" refname="GSM2161778"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161779_r1" accession="SRR3550211">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550211</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161779_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777907" refname="GSM2161779"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161780_r1" accession="SRR3550212">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550212</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161780_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777908" refname="GSM2161780"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161781_r1" accession="SRR3550213">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550213</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161781_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777909" refname="GSM2161781"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161782_r1" accession="SRR3550214">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550214</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161782_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777910" refname="GSM2161782"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161783_r1" accession="SRR3550215">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550215</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161783_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777911" refname="GSM2161783"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161784_r1" accession="SRR3550216">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550216</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161784_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777912" refname="GSM2161784"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161785_r1" accession="SRR3550217">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550217</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161785_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777913" refname="GSM2161785"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161786_r1" accession="SRR3550218">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550218</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161786_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777914" refname="GSM2161786"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161787_r1" accession="SRR3550219">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550219</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161787_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777915" refname="GSM2161787"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161788_r1" accession="SRR3550220">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550220</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161788_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777916" refname="GSM2161788"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161789_r1" accession="SRR3550221">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550221</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161789_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777917" refname="GSM2161789"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161790_r1" accession="SRR3550222">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550222</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161790_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777918" refname="GSM2161790"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161791_r1" accession="SRR3550223">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550223</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161791_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777919" refname="GSM2161791"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161792_r1" accession="SRR3550224">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550224</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161792_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777920" refname="GSM2161792"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161793_r1" accession="SRR3550225">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550225</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161793_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777921" refname="GSM2161793"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161794_r1" accession="SRR3550226">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550226</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161794_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777922" refname="GSM2161794"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161795_r1" accession="SRR3550227">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550227</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161795_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777923" refname="GSM2161795"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161796_r1" accession="SRR3550228">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550228</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161796_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777924" refname="GSM2161796"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161797_r1" accession="SRR3550229">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550229</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161797_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777925" refname="GSM2161797"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161798_r1" accession="SRR3550230">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550230</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161798_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777926" refname="GSM2161798"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161799_r1" accession="SRR3550231">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550231</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161799_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777927" refname="GSM2161799"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161800_r1" accession="SRR3550232">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550232</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161800_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777928" refname="GSM2161800"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161801_r1" accession="SRR3550233">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550233</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161801_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777929" refname="GSM2161801"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161802_r1" accession="SRR3550234">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550234</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161802_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777930" refname="GSM2161802"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161803_r1" accession="SRR3550235">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550235</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161803_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777931" refname="GSM2161803"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161804_r1" accession="SRR3550236">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550236</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161804_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777932" refname="GSM2161804"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161805_r1" accession="SRR3550237">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550237</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161805_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777933" refname="GSM2161805"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161806_r1" accession="SRR3550238">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550238</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161806_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777934" refname="GSM2161806"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161807_r1" accession="SRR3550239">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550239</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161807_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777935" refname="GSM2161807"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161808_r1" accession="SRR3550240">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550240</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161808_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777936" refname="GSM2161808"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161809_r1" accession="SRR3550241">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550241</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161809_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777937" refname="GSM2161809"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161810_r1" accession="SRR3550242">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550242</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161810_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777938" refname="GSM2161810"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161811_r1" accession="SRR3550243">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550243</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161811_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777939" refname="GSM2161811"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161812_r1" accession="SRR3550244">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550244</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161812_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777940" refname="GSM2161812"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161813_r1" accession="SRR3550245">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550245</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161813_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777941" refname="GSM2161813"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161814_r1" accession="SRR3550246">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550246</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161814_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777942" refname="GSM2161814"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161815_r1" accession="SRR3550247">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550247</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161815_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777943" refname="GSM2161815"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161816_r1" accession="SRR3550248">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550248</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161816_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777944" refname="GSM2161816"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161817_r1" accession="SRR3550249">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550249</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161817_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777945" refname="GSM2161817"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161818_r1" accession="SRR3550250">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550250</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161818_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777946" refname="GSM2161818"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161819_r1" accession="SRR3550251">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550251</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161819_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777947" refname="GSM2161819"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161820_r1" accession="SRR3550252">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550252</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161820_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777948" refname="GSM2161820"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161821_r1" accession="SRR3550253">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550253</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161821_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777949" refname="GSM2161821"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161822_r1" accession="SRR3550254">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550254</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161822_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777950" refname="GSM2161822"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161823_r1" accession="SRR3550255">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550255</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161823_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777951" refname="GSM2161823"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161824_r1" accession="SRR3550256">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550256</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161824_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777952" refname="GSM2161824"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161825_r1" accession="SRR3550257">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550257</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161825_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777953" refname="GSM2161825"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161826_r1" accession="SRR3550258">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550258</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161826_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777954" refname="GSM2161826"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161827_r1" accession="SRR3550259">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550259</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161827_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777955" refname="GSM2161827"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161828_r1" accession="SRR3550260">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550260</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161828_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777956" refname="GSM2161828"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161829_r1" accession="SRR3550262">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550262</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161829_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777957" refname="GSM2161829"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161830_r1" accession="SRR3550263">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550263</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161830_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777958" refname="GSM2161830"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161831_r1" accession="SRR3550264">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550264</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161831_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777959" refname="GSM2161831"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161832_r1" accession="SRR3550265">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550265</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161832_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777960" refname="GSM2161832"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161833_r1" accession="SRR3550266">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550266</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161833_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777961" refname="GSM2161833"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161834_r1" accession="SRR3550267">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550267</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161834_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777962" refname="GSM2161834"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161835_r1" accession="SRR3550268">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550268</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161835_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777963" refname="GSM2161835"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161836_r1" accession="SRR3550269">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550269</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161836_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777964" refname="GSM2161836"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161837_r1" accession="SRR3550270">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550270</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161837_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777965" refname="GSM2161837"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161838_r1" accession="SRR3550271">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550271</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161838_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777966" refname="GSM2161838"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161839_r1" accession="SRR3550272">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550272</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161839_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777967" refname="GSM2161839"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161840_r1" accession="SRR3550273">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550273</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161840_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777968" refname="GSM2161840"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161841_r1" accession="SRR3550274">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550274</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161841_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777969" refname="GSM2161841"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161842_r1" accession="SRR3550275">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550275</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161842_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777970" refname="GSM2161842"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161843_r1" accession="SRR3550276">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550276</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161843_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777971" refname="GSM2161843"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161844_r1" accession="SRR3550277">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550277</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161844_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777972" refname="GSM2161844"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161845_r1" accession="SRR3550278">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550278</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161845_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777973" refname="GSM2161845"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161846_r1" accession="SRR3550279">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550279</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161846_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777974" refname="GSM2161846"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161847_r1" accession="SRR3550280">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550280</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161847_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777975" refname="GSM2161847"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161848_r1" accession="SRR3550281">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550281</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161848_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777976" refname="GSM2161848"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161849_r1" accession="SRR3550282">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550282</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161849_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777977" refname="GSM2161849"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161850_r1" accession="SRR3550283">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550283</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161850_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777978" refname="GSM2161850"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161851_r1" accession="SRR3550284">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550284</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161851_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777979" refname="GSM2161851"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161852_r1" accession="SRR3550285">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550285</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161852_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777980" refname="GSM2161852"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161853_r1" accession="SRR3550286">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550286</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161853_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777981" refname="GSM2161853"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161854_r1" accession="SRR3550287">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550287</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161854_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777982" refname="GSM2161854"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161855_r1" accession="SRR3550288">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550288</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161855_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777983" refname="GSM2161855"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161856_r1" accession="SRR3550289">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550289</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161856_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777984" refname="GSM2161856"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161857_r1" accession="SRR3550290">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550290</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161857_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777985" refname="GSM2161857"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161858_r1" accession="SRR3550291">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550291</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161858_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777986" refname="GSM2161858"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161859_r1" accession="SRR3550292">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550292</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161859_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777987" refname="GSM2161859"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161860_r1" accession="SRR3550293">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550293</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161860_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777988" refname="GSM2161860"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161860_r2" accession="SRR3550294">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550294</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161860_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777988" refname="GSM2161860"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161861_r1" accession="SRR3550295">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550295</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161861_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777989" refname="GSM2161861"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161861_r2" accession="SRR3550296">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550296</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161861_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777989" refname="GSM2161861"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161862_r1" accession="SRR3550297">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550297</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161862_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777990" refname="GSM2161862"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161862_r2" accession="SRR3550298">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550298</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161862_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777990" refname="GSM2161862"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161863_r1" accession="SRR3550299">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550299</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161863_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777991" refname="GSM2161863"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161863_r2" accession="SRR3550300">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550300</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161863_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777991" refname="GSM2161863"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161864_r1" accession="SRR3550301">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550301</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161864_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777992" refname="GSM2161864"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161864_r2" accession="SRR3550302">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550302</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161864_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777992" refname="GSM2161864"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161865_r1" accession="SRR3550303">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550303</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161865_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777993" refname="GSM2161865"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161866_r1" accession="SRR3550304">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550304</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161866_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777994" refname="GSM2161866"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161867_r1" accession="SRR3550305">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550305</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161867_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777995" refname="GSM2161867"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161868_r1" accession="SRR3550306">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550306</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161868_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777996" refname="GSM2161868"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161869_r1" accession="SRR3550307">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550307</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161869_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777997" refname="GSM2161869"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161870_r1" accession="SRR3550308">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550308</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161870_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777998" refname="GSM2161870"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161871_r1" accession="SRR3550309">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550309</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161871_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1777999" refname="GSM2161871"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161872_r1" accession="SRR3550310">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550310</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161872_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778000" refname="GSM2161872"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161873_r1" accession="SRR3550311">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550311</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161873_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778001" refname="GSM2161873"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161874_r1" accession="SRR3550312">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550312</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161874_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778002" refname="GSM2161874"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161875_r1" accession="SRR3550313">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550313</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161875_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778003" refname="GSM2161875"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161876_r1" accession="SRR3550314">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550314</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161876_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778004" refname="GSM2161876"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161877_r1" accession="SRR3550315">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550315</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161877_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778005" refname="GSM2161877"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161878_r1" accession="SRR3550316">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550316</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161878_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778006" refname="GSM2161878"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161879_r1" accession="SRR3550317">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550317</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161879_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778007" refname="GSM2161879"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161880_r1" accession="SRR3550318">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550318</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161880_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778008" refname="GSM2161880"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161881_r1" accession="SRR3550319">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550319</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161881_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778009" refname="GSM2161881"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161882_r1" accession="SRR3550320">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550320</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161882_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778010" refname="GSM2161882"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161883_r1" accession="SRR3550321">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550321</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161883_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778011" refname="GSM2161883"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161884_r1" accession="SRR3550322">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550322</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161884_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778012" refname="GSM2161884"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161885_r1" accession="SRR3550323">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550323</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161885_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778013" refname="GSM2161885"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161886_r1" accession="SRR3550324">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550324</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161886_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778014" refname="GSM2161886"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161887_r1" accession="SRR3550325">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550325</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161887_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778015" refname="GSM2161887"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161888_r1" accession="SRR3550326">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550326</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161888_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778016" refname="GSM2161888"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161889_r1" accession="SRR3550327">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550327</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161889_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778017" refname="GSM2161889"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161890_r1" accession="SRR3550328">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550328</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161890_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778018" refname="GSM2161890"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161891_r1" accession="SRR3550329">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550329</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161891_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778019" refname="GSM2161891"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161892_r1" accession="SRR3550330">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550330</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161892_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778020" refname="GSM2161892"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161893_r1" accession="SRR3550331">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550331</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161893_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778021" refname="GSM2161893"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161894_r1" accession="SRR3550332">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550332</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161894_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778022" refname="GSM2161894"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161895_r1" accession="SRR3550333">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550333</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161895_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778023" refname="GSM2161895"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161896_r1" accession="SRR3550334">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550334</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161896_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778024" refname="GSM2161896"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161897_r1" accession="SRR3550335">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550335</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161897_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778025" refname="GSM2161897"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161898_r1" accession="SRR3550336">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550336</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161898_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778026" refname="GSM2161898"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161899_r1" accession="SRR3550337">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550337</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161899_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778027" refname="GSM2161899"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161900_r1" accession="SRR3550338">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550338</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161900_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778028" refname="GSM2161900"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161901_r1" accession="SRR3550339">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550339</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161901_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778029" refname="GSM2161901"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161902_r1" accession="SRR3550340">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550340</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161902_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778030" refname="GSM2161902"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161903_r1" accession="SRR3550341">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550341</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161903_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778031" refname="GSM2161903"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161904_r1" accession="SRR3550342">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550342</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161904_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778032" refname="GSM2161904"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161905_r1" accession="SRR3550343">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550343</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161905_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778033" refname="GSM2161905"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161906_r1" accession="SRR3550344">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550344</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161906_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778034" refname="GSM2161906"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161907_r1" accession="SRR3550345">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550345</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161907_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778035" refname="GSM2161907"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161908_r1" accession="SRR3550346">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550346</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161908_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778036" refname="GSM2161908"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161909_r1" accession="SRR3550347">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550347</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161909_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778037" refname="GSM2161909"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161910_r1" accession="SRR3550348">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550348</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161910_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778038" refname="GSM2161910"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161911_r1" accession="SRR3550349">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550349</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161911_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778039" refname="GSM2161911"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161912_r1" accession="SRR3550350">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550350</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161912_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778040" refname="GSM2161912"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161913_r1" accession="SRR3550351">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550351</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161913_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778041" refname="GSM2161913"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161914_r1" accession="SRR3550352">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550352</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161914_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778042" refname="GSM2161914"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161915_r1" accession="SRR3550353">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550353</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161915_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778043" refname="GSM2161915"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161916_r1" accession="SRR3550354">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550354</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161916_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778044" refname="GSM2161916"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161917_r1" accession="SRR3550355">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550355</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161917_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778045" refname="GSM2161917"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161918_r1" accession="SRR3550356">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550356</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161918_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778046" refname="GSM2161918"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161919_r1" accession="SRR3550357">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550357</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161919_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778047" refname="GSM2161919"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161920_r1" accession="SRR3550358">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550358</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161920_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778048" refname="GSM2161920"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161921_r1" accession="SRR3550359">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550359</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161921_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778049" refname="GSM2161921"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161922_r1" accession="SRR3550360">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550360</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161922_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778050" refname="GSM2161922"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161923_r1" accession="SRR3550361">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550361</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161923_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778051" refname="GSM2161923"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161924_r1" accession="SRR3550362">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550362</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161924_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778052" refname="GSM2161924"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161925_r1" accession="SRR3550363">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550363</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161925_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778053" refname="GSM2161925"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161926_r1" accession="SRR3550364">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550364</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161926_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778054" refname="GSM2161926"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161927_r1" accession="SRR3550365">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550365</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161927_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778055" refname="GSM2161927"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161928_r1" accession="SRR3550366">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550366</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161928_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778056" refname="GSM2161928"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161929_r1" accession="SRR3550367">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550367</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161929_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778057" refname="GSM2161929"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161930_r1" accession="SRR3550368">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550368</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161930_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778058" refname="GSM2161930"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161931_r1" accession="SRR3550369">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550369</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161931_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778059" refname="GSM2161931"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161932_r1" accession="SRR3550370">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550370</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161932_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778060" refname="GSM2161932"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161933_r1" accession="SRR3550371">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550371</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161933_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778061" refname="GSM2161933"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161934_r1" accession="SRR3550373">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550373</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161934_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778062" refname="GSM2161934"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161935_r1" accession="SRR3550374">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550374</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161935_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778063" refname="GSM2161935"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161936_r1" accession="SRR3550375">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550375</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161936_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778064" refname="GSM2161936"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161937_r1" accession="SRR3550376">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550376</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161937_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778065" refname="GSM2161937"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161938_r1" accession="SRR3550377">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550377</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161938_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778066" refname="GSM2161938"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161939_r1" accession="SRR3550378">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550378</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161939_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778067" refname="GSM2161939"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161940_r1" accession="SRR3550379">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550379</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161940_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778068" refname="GSM2161940"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161941_r1" accession="SRR3550380">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550380</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161941_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778069" refname="GSM2161941"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161942_r1" accession="SRR3550381">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550381</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161942_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778070" refname="GSM2161942"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161943_r1" accession="SRR3550382">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550382</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161943_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778071" refname="GSM2161943"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161944_r1" accession="SRR3550383">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550383</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161944_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778072" refname="GSM2161944"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161945_r1" accession="SRR3550384">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550384</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161945_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778073" refname="GSM2161945"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161946_r1" accession="SRR3550385">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550385</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161946_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778074" refname="GSM2161946"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161947_r1" accession="SRR3550386">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550386</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161947_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778075" refname="GSM2161947"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161948_r1" accession="SRR3550387">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550387</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161948_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778076" refname="GSM2161948"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161949_r1" accession="SRR3550388">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550388</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161949_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778077" refname="GSM2161949"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161950_r1" accession="SRR3550389">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550389</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161950_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778078" refname="GSM2161950"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161951_r1" accession="SRR3550390">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550390</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161951_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778079" refname="GSM2161951"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161952_r1" accession="SRR3550391">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550391</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161952_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778080" refname="GSM2161952"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161953_r1" accession="SRR3550392">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550392</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161953_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778081" refname="GSM2161953"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161954_r1" accession="SRR3550393">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550393</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161954_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778082" refname="GSM2161954"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161955_r1" accession="SRR3550394">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550394</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161955_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778083" refname="GSM2161955"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161956_r1" accession="SRR3550395">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550395</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161956_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778084" refname="GSM2161956"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161957_r1" accession="SRR3550396">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550396</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161957_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778085" refname="GSM2161957"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161958_r1" accession="SRR3550397">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550397</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161958_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778086" refname="GSM2161958"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161959_r1" accession="SRR3550398">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550398</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161959_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778087" refname="GSM2161959"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161960_r1" accession="SRR3550399">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550399</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161960_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778088" refname="GSM2161960"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161961_r1" accession="SRR3550400">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550400</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161961_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778089" refname="GSM2161961"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161962_r1" accession="SRR3550401">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550401</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161962_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778090" refname="GSM2161962"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161963_r1" accession="SRR3550402">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550402</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161963_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778091" refname="GSM2161963"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161964_r1" accession="SRR3550403">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550403</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161964_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778092" refname="GSM2161964"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161965_r1" accession="SRR3550404">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550404</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161965_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778093" refname="GSM2161965"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161966_r1" accession="SRR3550405">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550405</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161966_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778094" refname="GSM2161966"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161967_r1" accession="SRR3550406">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550406</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161967_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778095" refname="GSM2161967"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161968_r1" accession="SRR3550407">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550407</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161968_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778096" refname="GSM2161968"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161969_r1" accession="SRR3550408">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550408</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161969_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778097" refname="GSM2161969"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161970_r1" accession="SRR3550409">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550409</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161970_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778098" refname="GSM2161970"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161971_r1" accession="SRR3550410">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550410</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161971_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778099" refname="GSM2161971"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161972_r1" accession="SRR3550411">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550411</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161972_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778100" refname="GSM2161972"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161973_r1" accession="SRR3550412">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550412</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161973_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778101" refname="GSM2161973"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161974_r1" accession="SRR3550413">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550413</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161974_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778102" refname="GSM2161974"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161975_r1" accession="SRR3550414">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550414</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161975_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778103" refname="GSM2161975"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161976_r1" accession="SRR3550415">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550415</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161976_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778104" refname="GSM2161976"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161977_r1" accession="SRR3550416">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550416</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161977_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778105" refname="GSM2161977"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161978_r1" accession="SRR3550417">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550417</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161978_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778106" refname="GSM2161978"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161979_r1" accession="SRR3550418">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550418</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161979_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778107" refname="GSM2161979"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161980_r1" accession="SRR3550419">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550419</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161980_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778108" refname="GSM2161980"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161981_r1" accession="SRR3550420">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550420</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161981_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778109" refname="GSM2161981"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161982_r1" accession="SRR3550421">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550421</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161982_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778110" refname="GSM2161982"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161983_r1" accession="SRR3550422">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550422</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161983_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778111" refname="GSM2161983"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161984_r1" accession="SRR3550423">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550423</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161984_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778112" refname="GSM2161984"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161985_r1" accession="SRR3550424">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550424</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161985_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778113" refname="GSM2161985"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161986_r1" accession="SRR3550425">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550425</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161986_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778114" refname="GSM2161986"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161987_r1" accession="SRR3550426">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550426</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161987_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778115" refname="GSM2161987"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161988_r1" accession="SRR3550427">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550427</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161988_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778116" refname="GSM2161988"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161989_r1" accession="SRR3550428">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550428</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161989_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778117" refname="GSM2161989"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161990_r1" accession="SRR3550429">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550429</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161990_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778118" refname="GSM2161990"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161991_r1" accession="SRR3550430">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550430</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161991_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778119" refname="GSM2161991"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161992_r1" accession="SRR3550431">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550431</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161992_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778120" refname="GSM2161992"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161993_r1" accession="SRR3550432">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550432</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161993_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778121" refname="GSM2161993"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161994_r1" accession="SRR3550433">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550433</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161994_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778122" refname="GSM2161994"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161995_r1" accession="SRR3550434">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550434</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161995_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778123" refname="GSM2161995"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161996_r1" accession="SRR3550435">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550435</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161996_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778124" refname="GSM2161996"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161997_r1" accession="SRR3550436">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550436</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161997_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778125" refname="GSM2161997"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161998_r1" accession="SRR3550437">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550437</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161998_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778126" refname="GSM2161998"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2161999_r1" accession="SRR3550438">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550438</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2161999_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778127" refname="GSM2161999"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162000_r1" accession="SRR3550439">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550439</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162000_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778128" refname="GSM2162000"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162001_r1" accession="SRR3550440">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550440</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162001_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778129" refname="GSM2162001"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162002_r1" accession="SRR3550441">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550441</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162002_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778130" refname="GSM2162002"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162003_r1" accession="SRR3550442">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550442</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162003_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778131" refname="GSM2162003"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162004_r1" accession="SRR3550443">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550443</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162004_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778132" refname="GSM2162004"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162005_r1" accession="SRR3550444">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550444</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162005_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778133" refname="GSM2162005"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162006_r1" accession="SRR3550445">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550445</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162006_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778134" refname="GSM2162006"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162007_r1" accession="SRR3550446">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550446</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162007_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778135" refname="GSM2162007"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162008_r1" accession="SRR3550447">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550447</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162008_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778136" refname="GSM2162008"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162009_r1" accession="SRR3550448">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550448</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162009_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778137" refname="GSM2162009"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162010_r1" accession="SRR3550449">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550449</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162010_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778138" refname="GSM2162010"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162011_r1" accession="SRR3550450">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550450</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162011_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778139" refname="GSM2162011"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162012_r1" accession="SRR3550451">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550451</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162012_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778140" refname="GSM2162012"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162013_r1" accession="SRR3550452">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550452</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162013_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778141" refname="GSM2162013"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162014_r1" accession="SRR3550453">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550453</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162014_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778142" refname="GSM2162014"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162015_r1" accession="SRR3550454">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550454</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162015_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778143" refname="GSM2162015"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162016_r1" accession="SRR3550455">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550455</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162016_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778144" refname="GSM2162016"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162017_r1" accession="SRR3550456">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550456</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162017_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778145" refname="GSM2162017"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162018_r1" accession="SRR3550457">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550457</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162018_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778146" refname="GSM2162018"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162019_r1" accession="SRR3550458">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550458</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162019_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778147" refname="GSM2162019"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162020_r1" accession="SRR3550459">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550459</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162020_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778148" refname="GSM2162020"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162021_r1" accession="SRR3550460">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550460</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162021_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778149" refname="GSM2162021"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162022_r1" accession="SRR3550461">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550461</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162022_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778150" refname="GSM2162022"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162023_r1" accession="SRR3550463">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550463</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162023_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778151" refname="GSM2162023"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162024_r1" accession="SRR3550464">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550464</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162024_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778152" refname="GSM2162024"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162025_r1" accession="SRR3550465">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550465</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162025_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778153" refname="GSM2162025"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162026_r1" accession="SRR3550466">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550466</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162026_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778154" refname="GSM2162026"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162027_r1" accession="SRR3550467">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550467</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162027_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778155" refname="GSM2162027"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162028_r1" accession="SRR3550468">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550468</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162028_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778156" refname="GSM2162028"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162029_r1" accession="SRR3550469">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550469</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162029_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778157" refname="GSM2162029"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162030_r1" accession="SRR3550470">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550470</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162030_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778158" refname="GSM2162030"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162031_r1" accession="SRR3550471">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550471</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162031_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778159" refname="GSM2162031"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162032_r1" accession="SRR3550472">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550472</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162032_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778160" refname="GSM2162032"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162033_r1" accession="SRR3550473">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550473</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162033_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778161" refname="GSM2162033"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162034_r1" accession="SRR3550474">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550474</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162034_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778162" refname="GSM2162034"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162035_r1" accession="SRR3550475">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550475</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162035_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778163" refname="GSM2162035"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162036_r1" accession="SRR3550476">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550476</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162036_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778164" refname="GSM2162036"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162037_r1" accession="SRR3550477">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550477</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162037_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778165" refname="GSM2162037"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162038_r1" accession="SRR3550478">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550478</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162038_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778166" refname="GSM2162038"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162039_r1" accession="SRR3550479">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550479</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162039_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778167" refname="GSM2162039"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162040_r1" accession="SRR3550480">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550480</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162040_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778168" refname="GSM2162040"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162041_r1" accession="SRR3550481">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550481</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162041_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778169" refname="GSM2162041"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162042_r1" accession="SRR3550482">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550482</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162042_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778170" refname="GSM2162042"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162043_r1" accession="SRR3550483">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550483</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162043_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778171" refname="GSM2162043"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162044_r1" accession="SRR3550484">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550484</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162044_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778172" refname="GSM2162044"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162045_r1" accession="SRR3550485">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550485</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162045_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778173" refname="GSM2162045"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162046_r1" accession="SRR3550486">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550486</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162046_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778174" refname="GSM2162046"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162047_r1" accession="SRR3550487">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550487</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162047_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778175" refname="GSM2162047"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162048_r1" accession="SRR3550488">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550488</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162048_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778176" refname="GSM2162048"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162049_r1" accession="SRR3550489">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550489</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162049_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778177" refname="GSM2162049"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162050_r1" accession="SRR3550490">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550490</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162050_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778178" refname="GSM2162050"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162051_r1" accession="SRR3550491">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550491</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162051_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778179" refname="GSM2162051"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162052_r1" accession="SRR3550492">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550492</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162052_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778180" refname="GSM2162052"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162053_r1" accession="SRR3550493">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550493</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162053_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778181" refname="GSM2162053"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162054_r1" accession="SRR3550494">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550494</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162054_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778182" refname="GSM2162054"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162055_r1" accession="SRR3550495">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550495</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162055_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778183" refname="GSM2162055"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162056_r1" accession="SRR3550496">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550496</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162056_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778184" refname="GSM2162056"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162057_r1" accession="SRR3550497">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550497</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162057_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778185" refname="GSM2162057"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162058_r1" accession="SRR3550498">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550498</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162058_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778186" refname="GSM2162058"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162059_r1" accession="SRR3550499">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550499</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162059_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778187" refname="GSM2162059"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162060_r1" accession="SRR3550500">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550500</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162060_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778188" refname="GSM2162060"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162061_r1" accession="SRR3550501">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550501</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162061_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778189" refname="GSM2162061"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162062_r1" accession="SRR3550502">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550502</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162062_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778190" refname="GSM2162062"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162063_r1" accession="SRR3550503">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550503</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162063_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778191" refname="GSM2162063"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162064_r1" accession="SRR3550504">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550504</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162064_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778192" refname="GSM2162064"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162065_r1" accession="SRR3550505">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550505</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162065_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778193" refname="GSM2162065"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162066_r1" accession="SRR3550506">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550506</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162066_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778194" refname="GSM2162066"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162067_r1" accession="SRR3550507">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550507</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162067_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778195" refname="GSM2162067"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162068_r1" accession="SRR3550508">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550508</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162068_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778196" refname="GSM2162068"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162069_r1" accession="SRR3550509">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550509</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162069_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778197" refname="GSM2162069"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162070_r1" accession="SRR3550510">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550510</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162070_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778198" refname="GSM2162070"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162071_r1" accession="SRR3550511">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550511</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162071_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778199" refname="GSM2162071"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162072_r1" accession="SRR3550512">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550512</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162072_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778200" refname="GSM2162072"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162073_r1" accession="SRR3550513">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550513</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162073_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778201" refname="GSM2162073"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162074_r1" accession="SRR3550514">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550514</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162074_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778202" refname="GSM2162074"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162075_r1" accession="SRR3550515">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550515</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162075_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778203" refname="GSM2162075"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162076_r1" accession="SRR3550516">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550516</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162076_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778204" refname="GSM2162076"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162077_r1" accession="SRR3550517">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550517</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162077_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778205" refname="GSM2162077"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162078_r1" accession="SRR3550518">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550518</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162078_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778206" refname="GSM2162078"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162079_r1" accession="SRR3550519">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550519</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162079_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778207" refname="GSM2162079"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162080_r1" accession="SRR3550520">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550520</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162080_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778208" refname="GSM2162080"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162081_r1" accession="SRR3550521">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550521</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162081_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778209" refname="GSM2162081"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162082_r1" accession="SRR3550522">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550522</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162082_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778210" refname="GSM2162082"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162083_r1" accession="SRR3550523">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550523</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162083_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778211" refname="GSM2162083"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162084_r1" accession="SRR3550524">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550524</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162084_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778212" refname="GSM2162084"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162085_r1" accession="SRR3550525">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550525</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162085_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778213" refname="GSM2162085"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162086_r1" accession="SRR3550526">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550526</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162086_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778214" refname="GSM2162086"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162087_r1" accession="SRR3550527">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550527</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162087_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778215" refname="GSM2162087"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162088_r1" accession="SRR3550528">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550528</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162088_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778216" refname="GSM2162088"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162089_r1" accession="SRR3550529">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550529</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162089_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778217" refname="GSM2162089"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162090_r1" accession="SRR3550530">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550530</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162090_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778218" refname="GSM2162090"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162091_r1" accession="SRR3550531">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550531</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162091_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778219" refname="GSM2162091"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162092_r1" accession="SRR3550532">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550532</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162092_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778220" refname="GSM2162092"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162093_r1" accession="SRR3550533">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550533</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162093_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778221" refname="GSM2162093"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162094_r1" accession="SRR3550534">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550534</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162094_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778222" refname="GSM2162094"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162095_r1" accession="SRR3550535">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550535</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162095_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778223" refname="GSM2162095"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162096_r1" accession="SRR3550536">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550536</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162096_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778224" refname="GSM2162096"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162097_r1" accession="SRR3550537">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550537</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162097_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778225" refname="GSM2162097"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162098_r1" accession="SRR3550538">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550538</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162098_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778226" refname="GSM2162098"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162099_r1" accession="SRR3550539">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550539</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162099_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778227" refname="GSM2162099"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162100_r1" accession="SRR3550540">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550540</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162100_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778228" refname="GSM2162100"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162101_r1" accession="SRR3550541">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550541</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162101_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778229" refname="GSM2162101"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162102_r1" accession="SRR3550542">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550542</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162102_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778230" refname="GSM2162102"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162103_r1" accession="SRR3550543">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550543</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162103_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778231" refname="GSM2162103"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162104_r1" accession="SRR3550544">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550544</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162104_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778232" refname="GSM2162104"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162105_r1" accession="SRR3550545">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550545</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162105_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778233" refname="GSM2162105"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162106_r1" accession="SRR3550546">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550546</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162106_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778234" refname="GSM2162106"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162107_r1" accession="SRR3550547">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550547</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162107_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778235" refname="GSM2162107"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162108_r1" accession="SRR3550548">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550548</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162108_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778236" refname="GSM2162108"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162109_r1" accession="SRR3550550">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550550</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162109_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778237" refname="GSM2162109"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162110_r1" accession="SRR3550551">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550551</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162110_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778238" refname="GSM2162110"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162111_r1" accession="SRR3550552">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550552</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162111_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778239" refname="GSM2162111"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162112_r1" accession="SRR3550553">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550553</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162112_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778240" refname="GSM2162112"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162113_r1" accession="SRR3550554">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550554</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162113_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778241" refname="GSM2162113"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162114_r1" accession="SRR3550555">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550555</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162114_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778242" refname="GSM2162114"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162115_r1" accession="SRR3550556">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550556</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162115_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778243" refname="GSM2162115"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162116_r1" accession="SRR3550557">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550557</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162116_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778244" refname="GSM2162116"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162117_r1" accession="SRR3550558">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550558</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162117_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778245" refname="GSM2162117"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162118_r1" accession="SRR3550559">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550559</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162118_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778246" refname="GSM2162118"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162119_r1" accession="SRR3550560">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550560</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162119_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778247" refname="GSM2162119"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162120_r1" accession="SRR3550561">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550561</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162120_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778248" refname="GSM2162120"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162121_r1" accession="SRR3550562">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550562</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162121_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778249" refname="GSM2162121"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162122_r1" accession="SRR3550563">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550563</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162122_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778250" refname="GSM2162122"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162123_r1" accession="SRR3550564">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550564</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162123_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778251" refname="GSM2162123"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162124_r1" accession="SRR3550565">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550565</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162124_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778252" refname="GSM2162124"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162125_r1" accession="SRR3550566">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550566</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162125_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778253" refname="GSM2162125"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162126_r1" accession="SRR3550567">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550567</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162126_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778254" refname="GSM2162126"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162127_r1" accession="SRR3550568">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550568</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162127_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778255" refname="GSM2162127"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162128_r1" accession="SRR3550569">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550569</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162128_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778256" refname="GSM2162128"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162129_r1" accession="SRR3550570">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550570</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162129_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778257" refname="GSM2162129"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162130_r1" accession="SRR3550571">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550571</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162130_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778258" refname="GSM2162130"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162131_r1" accession="SRR3550572">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550572</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162131_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778259" refname="GSM2162131"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162132_r1" accession="SRR3550573">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550573</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162132_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778260" refname="GSM2162132"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162133_r1" accession="SRR3550574">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550574</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162133_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778261" refname="GSM2162133"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162134_r1" accession="SRR3550575">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550575</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162134_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778262" refname="GSM2162134"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162135_r1" accession="SRR3550576">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550576</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162135_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778263" refname="GSM2162135"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162136_r1" accession="SRR3550577">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550577</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162136_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778264" refname="GSM2162136"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162137_r1" accession="SRR3550578">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550578</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162137_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778265" refname="GSM2162137"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162138_r1" accession="SRR3550579">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550579</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162138_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778266" refname="GSM2162138"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162139_r1" accession="SRR3550580">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550580</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162139_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778267" refname="GSM2162139"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162140_r1" accession="SRR3550581">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550581</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162140_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778268" refname="GSM2162140"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162141_r1" accession="SRR3550582">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550582</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162141_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778269" refname="GSM2162141"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162142_r1" accession="SRR3550583">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550583</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162142_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778270" refname="GSM2162142"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162143_r1" accession="SRR3550584">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550584</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162143_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778271" refname="GSM2162143"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162144_r1" accession="SRR3550585">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550585</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162144_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778272" refname="GSM2162144"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162145_r1" accession="SRR3550586">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550586</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162145_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778273" refname="GSM2162145"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162146_r1" accession="SRR3550587">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550587</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162146_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778274" refname="GSM2162146"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162147_r1" accession="SRR3550588">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550588</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162147_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778275" refname="GSM2162147"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162148_r1" accession="SRR3550589">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550589</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162148_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778276" refname="GSM2162148"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162149_r1" accession="SRR3550590">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550590</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162149_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778277" refname="GSM2162149"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162150_r1" accession="SRR3550591">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550591</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162150_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778278" refname="GSM2162150"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162151_r1" accession="SRR3550592">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550592</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162151_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778279" refname="GSM2162151"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162152_r1" accession="SRR3550593">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550593</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162152_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778280" refname="GSM2162152"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162153_r1" accession="SRR3550594">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550594</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162153_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778281" refname="GSM2162153"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162154_r1" accession="SRR3550595">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550595</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162154_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778282" refname="GSM2162154"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162155_r1" accession="SRR3550596">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550596</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162155_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778283" refname="GSM2162155"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162156_r1" accession="SRR3550597">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550597</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162156_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778284" refname="GSM2162156"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162157_r1" accession="SRR3550598">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550598</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162157_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778285" refname="GSM2162157"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162158_r1" accession="SRR3550599">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550599</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162158_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778286" refname="GSM2162158"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162159_r1" accession="SRR3550600">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550600</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162159_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778287" refname="GSM2162159"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162160_r1" accession="SRR3550601">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550601</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162160_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778288" refname="GSM2162160"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162161_r1" accession="SRR3550602">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550602</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162161_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778289" refname="GSM2162161"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162162_r1" accession="SRR3550603">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550603</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162162_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778290" refname="GSM2162162"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162163_r1" accession="SRR3550604">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550604</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162163_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778291" refname="GSM2162163"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162164_r1" accession="SRR3550605">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550605</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162164_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778292" refname="GSM2162164"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162165_r1" accession="SRR3550606">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550606</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162165_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778293" refname="GSM2162165"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162166_r1" accession="SRR3550607">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550607</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162166_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778294" refname="GSM2162166"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162167_r1" accession="SRR3550608">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550608</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162167_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778295" refname="GSM2162167"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162168_r1" accession="SRR3550609">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550609</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162168_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778296" refname="GSM2162168"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162169_r1" accession="SRR3550610">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550610</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162169_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778297" refname="GSM2162169"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162170_r1" accession="SRR3550611">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550611</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162170_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778298" refname="GSM2162170"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162171_r1" accession="SRR3550612">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550612</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162171_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778299" refname="GSM2162171"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162172_r1" accession="SRR3550613">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550613</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162172_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778300" refname="GSM2162172"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162173_r1" accession="SRR3550614">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550614</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162173_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778301" refname="GSM2162173"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162174_r1" accession="SRR3550615">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550615</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162174_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778302" refname="GSM2162174"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162175_r1" accession="SRR3550616">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550616</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162175_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778303" refname="GSM2162175"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162176_r1" accession="SRR3550617">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550617</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162176_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778304" refname="GSM2162176"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162177_r1" accession="SRR3550618">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550618</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162177_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778305" refname="GSM2162177"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162178_r1" accession="SRR3550619">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550619</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162178_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778306" refname="GSM2162178"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162179_r1" accession="SRR3550620">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550620</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162179_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778307" refname="GSM2162179"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162180_r1" accession="SRR3550621">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550621</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162180_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778308" refname="GSM2162180"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162181_r1" accession="SRR3550622">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550622</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162181_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778309" refname="GSM2162181"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162182_r1" accession="SRR3550623">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550623</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162182_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778310" refname="GSM2162182"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162183_r1" accession="SRR3550624">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550624</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162183_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778311" refname="GSM2162183"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162184_r1" accession="SRR3550625">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550625</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162184_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778312" refname="GSM2162184"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162185_r1" accession="SRR3550626">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550626</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162185_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778313" refname="GSM2162185"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162186_r1" accession="SRR3550627">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550627</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162186_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778314" refname="GSM2162186"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162187_r1" accession="SRR3550628">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550628</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162187_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778315" refname="GSM2162187"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162188_r1" accession="SRR3550629">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550629</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162188_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778316" refname="GSM2162188"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162189_r1" accession="SRR3550630">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550630</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162189_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778317" refname="GSM2162189"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162190_r1" accession="SRR3550631">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550631</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162190_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778318" refname="GSM2162190"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162191_r1" accession="SRR3550632">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550632</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162191_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778319" refname="GSM2162191"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162192_r1" accession="SRR3550633">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550633</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162192_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778320" refname="GSM2162192"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162193_r1" accession="SRR3550634">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550634</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162193_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778321" refname="GSM2162193"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162194_r1" accession="SRR3550635">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550635</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162194_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778322" refname="GSM2162194"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162195_r1" accession="SRR3550636">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550636</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162195_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778323" refname="GSM2162195"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162196_r1" accession="SRR3550637">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550637</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162196_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778324" refname="GSM2162196"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162197_r1" accession="SRR3550638">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550638</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162197_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778325" refname="GSM2162197"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162198_r1" accession="SRR3550639">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550639</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162198_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778326" refname="GSM2162198"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162199_r1" accession="SRR3550640">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550640</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162199_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778327" refname="GSM2162199"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162200_r1" accession="SRR3550641">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550641</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162200_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778328" refname="GSM2162200"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162201_r1" accession="SRR3550642">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550642</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162201_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778329" refname="GSM2162201"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162202_r1" accession="SRR3550643">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550643</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162202_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778330" refname="GSM2162202"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162203_r1" accession="SRR3550644">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550644</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162203_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778331" refname="GSM2162203"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162204_r1" accession="SRR3550645">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550645</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162204_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778332" refname="GSM2162204"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162205_r1" accession="SRR3550646">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550646</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162205_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778333" refname="GSM2162205"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162206_r1" accession="SRR3550647">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550647</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162206_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778334" refname="GSM2162206"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162207_r1" accession="SRR3550648">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550648</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162207_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778335" refname="GSM2162207"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162208_r1" accession="SRR3550649">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550649</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162208_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778336" refname="GSM2162208"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162209_r1" accession="SRR3550650">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550650</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162209_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778337" refname="GSM2162209"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162210_r1" accession="SRR3550651">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550651</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162210_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778338" refname="GSM2162210"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162211_r1" accession="SRR3550652">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550652</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162211_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778339" refname="GSM2162211"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162212_r1" accession="SRR3550653">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550653</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162212_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778340" refname="GSM2162212"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162213_r1" accession="SRR3550654">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550654</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162213_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778341" refname="GSM2162213"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162214_r1" accession="SRR3550655">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550655</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162214_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778342" refname="GSM2162214"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162215_r1" accession="SRR3550657">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550657</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162215_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778343" refname="GSM2162215"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162216_r1" accession="SRR3550658">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550658</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162216_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778344" refname="GSM2162216"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162217_r1" accession="SRR3550659">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550659</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162217_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778345" refname="GSM2162217"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162218_r1" accession="SRR3550660">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550660</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162218_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778346" refname="GSM2162218"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162219_r1" accession="SRR3550661">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550661</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162219_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778347" refname="GSM2162219"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162220_r1" accession="SRR3550662">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550662</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162220_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778348" refname="GSM2162220"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162221_r1" accession="SRR3550663">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550663</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162221_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778349" refname="GSM2162221"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162222_r1" accession="SRR3550664">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550664</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162222_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778350" refname="GSM2162222"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162223_r1" accession="SRR3550665">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550665</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162223_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778351" refname="GSM2162223"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162224_r1" accession="SRR3550666">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550666</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162224_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778352" refname="GSM2162224"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162225_r1" accession="SRR3550667">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550667</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162225_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778353" refname="GSM2162225"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162226_r1" accession="SRR3550668">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550668</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162226_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778354" refname="GSM2162226"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162227_r1" accession="SRR3550669">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550669</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162227_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778355" refname="GSM2162227"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162228_r1" accession="SRR3550670">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550670</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162228_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778356" refname="GSM2162228"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162229_r1" accession="SRR3550671">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550671</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162229_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778357" refname="GSM2162229"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162230_r1" accession="SRR3550672">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550672</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162230_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778358" refname="GSM2162230"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162231_r1" accession="SRR3550673">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550673</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162231_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778359" refname="GSM2162231"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162232_r1" accession="SRR3550674">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550674</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162232_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778360" refname="GSM2162232"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162233_r1" accession="SRR3550675">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550675</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162233_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778361" refname="GSM2162233"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162234_r1" accession="SRR3550676">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550676</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162234_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778362" refname="GSM2162234"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162235_r1" accession="SRR3550677">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550677</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162235_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778363" refname="GSM2162235"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162236_r1" accession="SRR3550678">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550678</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162236_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778364" refname="GSM2162236"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162237_r1" accession="SRR3550679">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550679</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162237_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778365" refname="GSM2162237"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162238_r1" accession="SRR3550680">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550680</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162238_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778366" refname="GSM2162238"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162239_r1" accession="SRR3550681">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550681</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162239_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778367" refname="GSM2162239"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162240_r1" accession="SRR3550682">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550682</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162240_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778368" refname="GSM2162240"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162241_r1" accession="SRR3550683">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550683</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162241_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778369" refname="GSM2162241"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162242_r1" accession="SRR3550684">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550684</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162242_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778370" refname="GSM2162242"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162243_r1" accession="SRR3550685">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550685</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162243_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778371" refname="GSM2162243"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162244_r1" accession="SRR3550686">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550686</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162244_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778372" refname="GSM2162244"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162245_r1" accession="SRR3550687">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550687</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162245_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778373" refname="GSM2162245"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162246_r1" accession="SRR3550688">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550688</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162246_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778374" refname="GSM2162246"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162247_r1" accession="SRR3550689">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550689</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162247_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778375" refname="GSM2162247"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162248_r1" accession="SRR3550690">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550690</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162248_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778376" refname="GSM2162248"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550691</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162249_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778377" refname="GSM2162249"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162250_r1" accession="SRR3550692">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550692</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162250_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778378" refname="GSM2162250"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162251_r1" accession="SRR3550693">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550693</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162251_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778379" refname="GSM2162251"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162252_r1" accession="SRR3550694">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550694</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162252_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778380" refname="GSM2162252"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162253_r1" accession="SRR3550695">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550695</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162253_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778381" refname="GSM2162253"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162254_r1" accession="SRR3550696">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550696</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162254_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778382" refname="GSM2162254"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162255_r1" accession="SRR3550697">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550697</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162255_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778383" refname="GSM2162255"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162256_r1" accession="SRR3550698">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550698</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162256_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778384" refname="GSM2162256"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162257_r1" accession="SRR3550699">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550699</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162257_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778385" refname="GSM2162257"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162258_r1" accession="SRR3550700">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550700</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162258_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778386" refname="GSM2162258"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162259_r1" accession="SRR3550701">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550701</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162259_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778387" refname="GSM2162259"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162260_r1" accession="SRR3550702">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550702</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162260_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778388" refname="GSM2162260"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162261_r1" accession="SRR3550703">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550703</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162261_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778389" refname="GSM2162261"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162262_r1" accession="SRR3550704">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550704</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162262_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778390" refname="GSM2162262"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162263_r1" accession="SRR3550705">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550705</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162263_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778391" refname="GSM2162263"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162264_r1" accession="SRR3550706">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550706</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162264_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778392" refname="GSM2162264"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162265_r1" accession="SRR3550707">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550707</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162265_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778393" refname="GSM2162265"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162266_r1" accession="SRR3550708">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550708</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162266_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778394" refname="GSM2162266"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162267_r1" accession="SRR3550709">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550709</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162267_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778395" refname="GSM2162267"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162268_r1" accession="SRR3550710">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550710</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162268_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778396" refname="GSM2162268"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162269_r1" accession="SRR3550711">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550711</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162269_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778397" refname="GSM2162269"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162270_r1" accession="SRR3550712">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550712</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162270_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778398" refname="GSM2162270"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162271_r1" accession="SRR3550713">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550713</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162271_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778399" refname="GSM2162271"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162272_r1" accession="SRR3550714">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550714</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162272_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778400" refname="GSM2162272"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162273_r1" accession="SRR3550715">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550715</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162273_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778401" refname="GSM2162273"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162274_r1" accession="SRR3550716">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550716</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162274_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778402" refname="GSM2162274"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162275_r1" accession="SRR3550717">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550717</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162275_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778403" refname="GSM2162275"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162276_r1" accession="SRR3550718">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550718</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162276_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778404" refname="GSM2162276"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162277_r1" accession="SRR3550719">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550719</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162277_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778405" refname="GSM2162277"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162278_r1" accession="SRR3550720">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550720</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162278_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778406" refname="GSM2162278"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162279_r1" accession="SRR3550721">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550721</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162279_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778407" refname="GSM2162279"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162280_r1" accession="SRR3550722">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550722</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162280_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778408" refname="GSM2162280"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162281_r1" accession="SRR3550723">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550723</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162281_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778409" refname="GSM2162281"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162282_r1" accession="SRR3550724">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550724</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162282_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778410" refname="GSM2162282"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162283_r1" accession="SRR3550725">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550725</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162283_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778411" refname="GSM2162283"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162284_r1" accession="SRR3550726">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550726</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162284_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778412" refname="GSM2162284"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162285_r1" accession="SRR3550727">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550727</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162285_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778413" refname="GSM2162285"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162286_r1" accession="SRR3550728">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550728</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162286_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778414" refname="GSM2162286"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162287_r1" accession="SRR3550729">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550729</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162287_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778415" refname="GSM2162287"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162288_r1" accession="SRR3550730">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550730</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162288_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778416" refname="GSM2162288"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162289_r1" accession="SRR3550731">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550731</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162289_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778417" refname="GSM2162289"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162290_r1" accession="SRR3550732">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550732</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162290_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778418" refname="GSM2162290"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162291_r1" accession="SRR3550733">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550733</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162291_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778419" refname="GSM2162291"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162292_r1" accession="SRR3550734">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550734</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162292_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778420" refname="GSM2162292"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162293_r1" accession="SRR3550735">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550735</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162293_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778421" refname="GSM2162293"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162294_r1" accession="SRR3550736">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550736</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162294_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778422" refname="GSM2162294"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162295_r1" accession="SRR3550737">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550737</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162295_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778423" refname="GSM2162295"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162296_r1" accession="SRR3550738">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550738</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162296_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778424" refname="GSM2162296"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162297_r1" accession="SRR3550739">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550739</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162297_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778425" refname="GSM2162297"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162298_r1" accession="SRR3550740">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550740</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162298_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778426" refname="GSM2162298"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162299_r1" accession="SRR3550741">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550741</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162299_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778427" refname="GSM2162299"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162300_r1" accession="SRR3550742">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550742</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162300_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778428" refname="GSM2162300"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162301_r1" accession="SRR3550743">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550743</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162301_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778429" refname="GSM2162301"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162302_r1" accession="SRR3550744">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550744</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162302_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778430" refname="GSM2162302"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162303_r1" accession="SRR3550745">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550745</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162303_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778431" refname="GSM2162303"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162304_r1" accession="SRR3550746">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550746</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162304_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778432" refname="GSM2162304"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162305_r1" accession="SRR3550747">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550747</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162305_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778433" refname="GSM2162305"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162306_r1" accession="SRR3550748">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550748</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162306_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778434" refname="GSM2162306"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162307_r1" accession="SRR3550749">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550749</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162307_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778435" refname="GSM2162307"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162308_r1" accession="SRR3550750">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550750</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162308_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778436" refname="GSM2162308"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162309_r1" accession="SRR3550751">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550751</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162309_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778437" refname="GSM2162309"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162310_r1" accession="SRR3550752">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550752</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162310_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778438" refname="GSM2162310"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162311_r1" accession="SRR3550753">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550753</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162311_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778439" refname="GSM2162311"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162312_r1" accession="SRR3550754">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550754</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162312_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778440" refname="GSM2162312"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162313_r1" accession="SRR3550755">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550755</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162313_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778441" refname="GSM2162313"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162314_r1" accession="SRR3550756">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550756</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162314_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778442" refname="GSM2162314"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162315_r1" accession="SRR3550757">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550757</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162315_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778443" refname="GSM2162315"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162316_r1" accession="SRR3550758">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550758</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162316_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778444" refname="GSM2162316"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162317_r1" accession="SRR3550759">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550759</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162317_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778445" refname="GSM2162317"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162318_r1" accession="SRR3550760">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550760</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162318_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778446" refname="GSM2162318"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162319_r1" accession="SRR3550761">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550761</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162319_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778447" refname="GSM2162319"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162320_r1" accession="SRR3550762">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550762</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162320_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778448" refname="GSM2162320"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162321_r1" accession="SRR3550763">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550763</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162321_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778449" refname="GSM2162321"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162322_r1" accession="SRR3550764">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550764</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162322_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778450" refname="GSM2162322"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162323_r1" accession="SRR3550765">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550765</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162323_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778451" refname="GSM2162323"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162324_r1" accession="SRR3550766">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550766</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162324_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778452" refname="GSM2162324"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162325_r1" accession="SRR3550767">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550767</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162325_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778453" refname="GSM2162325"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162326_r1" accession="SRR3550768">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550768</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162326_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778454" refname="GSM2162326"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162327_r1" accession="SRR3550769">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550769</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162327_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778455" refname="GSM2162327"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162328_r1" accession="SRR3550770">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550770</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162328_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778456" refname="GSM2162328"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162329_r1" accession="SRR3550771">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550771</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162329_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778457" refname="GSM2162329"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162330_r1" accession="SRR3550772">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550772</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162330_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778458" refname="GSM2162330"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162331_r1" accession="SRR3550773">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550773</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162331_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778459" refname="GSM2162331"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162332_r1" accession="SRR3550774">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550774</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162332_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778460" refname="GSM2162332"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162333_r1" accession="SRR3550775">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550775</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162333_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778461" refname="GSM2162333"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162334_r1" accession="SRR3550776">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550776</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162334_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778462" refname="GSM2162334"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162335_r1" accession="SRR3550777">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550777</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162335_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778463" refname="GSM2162335"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162336_r1" accession="SRR3550778">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550778</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162336_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778464" refname="GSM2162336"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162337_r1" accession="SRR3550779">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550779</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162337_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778465" refname="GSM2162337"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162338_r1" accession="SRR3550780">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550780</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162338_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778466" refname="GSM2162338"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162339_r1" accession="SRR3550781">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550781</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162339_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778467" refname="GSM2162339"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162340_r1" accession="SRR3550782">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550782</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162340_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778468" refname="GSM2162340"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162341_r1" accession="SRR3550783">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550783</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162341_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778469" refname="GSM2162341"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162342_r1" accession="SRR3550784">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550784</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162342_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778470" refname="GSM2162342"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162343_r1" accession="SRR3550785">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550785</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162343_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778471" refname="GSM2162343"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162344_r1" accession="SRR3550786">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550786</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162344_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778472" refname="GSM2162344"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162345_r1" accession="SRR3550787">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550787</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162345_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778473" refname="GSM2162345"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162346_r1" accession="SRR3550788">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550788</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162346_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778474" refname="GSM2162346"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162347_r1" accession="SRR3550789">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550789</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162347_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778475" refname="GSM2162347"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162348_r1" accession="SRR3550790">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550790</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162348_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778476" refname="GSM2162348"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162349_r1" accession="SRR3550791">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550791</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162349_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778477" refname="GSM2162349"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162350_r1" accession="SRR3550792">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550792</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162350_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778478" refname="GSM2162350"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162351_r1" accession="SRR3550793">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550793</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162351_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778479" refname="GSM2162351"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162352_r1" accession="SRR3550794">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550794</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162352_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778480" refname="GSM2162352"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162353_r1" accession="SRR3550795">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550795</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162353_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778481" refname="GSM2162353"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162354_r1" accession="SRR3550796">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550796</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162354_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778482" refname="GSM2162354"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162355_r1" accession="SRR3550797">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550797</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162355_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778483" refname="GSM2162355"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162356_r1" accession="SRR3550798">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550798</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162356_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778484" refname="GSM2162356"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162357_r1" accession="SRR3550799">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550799</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162357_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778485" refname="GSM2162357"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162358_r1" accession="SRR3550800">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550800</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162358_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778486" refname="GSM2162358"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162359_r1" accession="SRR3550801">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550801</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162359_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778487" refname="GSM2162359"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162360_r1" accession="SRR3550802">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550802</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162360_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778488" refname="GSM2162360"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162361_r1" accession="SRR3550803">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550803</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162361_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778489" refname="GSM2162361"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162362_r1" accession="SRR3550804">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550804</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162362_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778490" refname="GSM2162362"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162363_r1" accession="SRR3550805">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550805</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162363_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778491" refname="GSM2162363"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162364_r1" accession="SRR3550806">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550806</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162364_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778492" refname="GSM2162364"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162365_r1" accession="SRR3550807">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550807</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162365_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778493" refname="GSM2162365"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162366_r1" accession="SRR3550808">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550808</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162366_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778494" refname="GSM2162366"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162367_r1" accession="SRR3550809">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550809</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162367_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778495" refname="GSM2162367"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162368_r1" accession="SRR3550810">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550810</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162368_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778496" refname="GSM2162368"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162369_r1" accession="SRR3550811">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550811</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162369_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778497" refname="GSM2162369"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162370_r1" accession="SRR3550812">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550812</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162370_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778498" refname="GSM2162370"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162371_r1" accession="SRR3550813">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550813</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162371_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778499" refname="GSM2162371"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162372_r1" accession="SRR3550814">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550814</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162372_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778500" refname="GSM2162372"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162373_r1" accession="SRR3550815">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550815</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162373_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778501" refname="GSM2162373"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162374_r1" accession="SRR3550816">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550816</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162374_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778502" refname="GSM2162374"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162375_r1" accession="SRR3550817">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550817</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162375_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778503" refname="GSM2162375"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162376_r1" accession="SRR3550818">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550818</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162376_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778504" refname="GSM2162376"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162377_r1" accession="SRR3550819">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550819</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162377_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778505" refname="GSM2162377"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162378_r1" accession="SRR3550820">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550820</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162378_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778506" refname="GSM2162378"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162379_r1" accession="SRR3550821">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550821</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162379_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778507" refname="GSM2162379"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162380_r1" accession="SRR3550822">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550822</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162380_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778508" refname="GSM2162380"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162381_r1" accession="SRR3550823">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550823</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162381_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778509" refname="GSM2162381"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162382_r1" accession="SRR3550824">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550824</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162382_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778510" refname="GSM2162382"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162383_r1" accession="SRR3550825">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550825</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162383_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778511" refname="GSM2162383"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162384_r1" accession="SRR3550826">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550826</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162384_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778512" refname="GSM2162384"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162385_r1" accession="SRR3550827">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550827</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162385_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778513" refname="GSM2162385"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162386_r1" accession="SRR3550828">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550828</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162386_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778514" refname="GSM2162386"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162387_r1" accession="SRR3550829">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550829</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162387_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778515" refname="GSM2162387"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162388_r1" accession="SRR3550830">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550830</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162388_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778516" refname="GSM2162388"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162389_r1" accession="SRR3550831">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550831</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162389_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778517" refname="GSM2162389"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162390_r1" accession="SRR3550832">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550832</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162390_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778518" refname="GSM2162390"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162391_r1" accession="SRR3550833">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550833</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162391_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778519" refname="GSM2162391"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162392_r1" accession="SRR3550834">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550834</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162392_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778520" refname="GSM2162392"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162393_r1" accession="SRR3550835">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550835</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162393_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778521" refname="GSM2162393"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162394_r1" accession="SRR3550836">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550836</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162394_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778522" refname="GSM2162394"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162395_r1" accession="SRR3550837">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550837</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162395_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778523" refname="GSM2162395"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162396_r1" accession="SRR3550838">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550838</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162396_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778524" refname="GSM2162396"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162397_r1" accession="SRR3550839">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550839</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162397_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778525" refname="GSM2162397"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162398_r1" accession="SRR3550840">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550840</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162398_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778526" refname="GSM2162398"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162399_r1" accession="SRR3550841">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550841</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162399_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778527" refname="GSM2162399"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162400_r1" accession="SRR3550842">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550842</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162400_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778528" refname="GSM2162400"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162401_r1" accession="SRR3550843">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550843</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162401_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778529" refname="GSM2162401"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162402_r1" accession="SRR3550844">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550844</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162402_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778530" refname="GSM2162402"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162403_r1" accession="SRR3550845">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550845</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162403_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778531" refname="GSM2162403"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162404_r1" accession="SRR3550846">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550846</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162404_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778532" refname="GSM2162404"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162405_r1" accession="SRR3550847">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550847</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162405_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778533" refname="GSM2162405"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162406_r1" accession="SRR3550848">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550848</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162406_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778534" refname="GSM2162406"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162407_r1" accession="SRR3550849">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550849</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162407_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778535" refname="GSM2162407"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162408_r1" accession="SRR3550850">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550850</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162408_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778536" refname="GSM2162408"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162409_r1" accession="SRR3550851">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550851</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162409_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778537" refname="GSM2162409"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162410_r1" accession="SRR3550852">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550852</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162410_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778538" refname="GSM2162410"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162411_r1" accession="SRR3550853">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550853</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162411_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778539" refname="GSM2162411"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162412_r1" accession="SRR3550854">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550854</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162412_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778540" refname="GSM2162412"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162413_r1" accession="SRR3550855">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550855</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162413_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778541" refname="GSM2162413"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162414_r1" accession="SRR3550856">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550856</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162414_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778542" refname="GSM2162414"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162415_r1" accession="SRR3550857">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550857</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162415_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778543" refname="GSM2162415"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162416_r1" accession="SRR3550858">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550858</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162416_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778544" refname="GSM2162416"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162417_r1" accession="SRR3550859">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550859</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162417_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778545" refname="GSM2162417"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162418_r1" accession="SRR3550860">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550860</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162418_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778546" refname="GSM2162418"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162419_r1" accession="SRR3550861">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550861</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162419_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778547" refname="GSM2162419"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162420_r1" accession="SRR3550862">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550862</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162420_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778548" refname="GSM2162420"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162421_r1" accession="SRR3550863">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550863</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162421_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778549" refname="GSM2162421"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162422_r1" accession="SRR3550864">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550864</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162422_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778550" refname="GSM2162422"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162423_r1" accession="SRR3550865">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550865</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162423_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778551" refname="GSM2162423"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162424_r1" accession="SRR3550866">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550866</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162424_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778552" refname="GSM2162424"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162425_r1" accession="SRR3550867">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550867</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162425_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778553" refname="GSM2162425"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162426_r1" accession="SRR3550868">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550868</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162426_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778554" refname="GSM2162426"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162427_r1" accession="SRR3550869">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550869</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162427_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778555" refname="GSM2162427"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162428_r1" accession="SRR3550870">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550870</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162428_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778556" refname="GSM2162428"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162429_r1" accession="SRR3550871">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550871</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162429_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778557" refname="GSM2162429"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162430_r1" accession="SRR3550872">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550872</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162430_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778558" refname="GSM2162430"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162431_r1" accession="SRR3550873">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550873</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162431_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778559" refname="GSM2162431"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162432_r1" accession="SRR3550874">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550874</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162432_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778560" refname="GSM2162432"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162433_r1" accession="SRR3550875">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550875</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162433_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778561" refname="GSM2162433"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162434_r1" accession="SRR3550876">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550876</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162434_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778562" refname="GSM2162434"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162435_r1" accession="SRR3550877">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550877</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162435_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778563" refname="GSM2162435"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162436_r1" accession="SRR3550878">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550878</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162436_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778564" refname="GSM2162436"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162437_r1" accession="SRR3550879">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550879</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162437_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778565" refname="GSM2162437"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162438_r1" accession="SRR3550880">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550880</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162438_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778566" refname="GSM2162438"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162439_r1" accession="SRR3550881">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550881</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162439_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778567" refname="GSM2162439"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162440_r1" accession="SRR3550882">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550882</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162440_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778568" refname="GSM2162440"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162441_r1" accession="SRR3550883">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550883</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162441_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778569" refname="GSM2162441"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162442_r1" accession="SRR3550884">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550884</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162442_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778570" refname="GSM2162442"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162443_r1" accession="SRR3550885">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550885</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162443_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778571" refname="GSM2162443"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162444_r1" accession="SRR3550886">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550886</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162444_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778572" refname="GSM2162444"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162445_r1" accession="SRR3550887">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550887</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162445_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778573" refname="GSM2162445"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162446_r1" accession="SRR3550888">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550888</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162446_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778574" refname="GSM2162446"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162447_r1" accession="SRR3550889">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550889</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162447_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778575" refname="GSM2162447"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162448_r1" accession="SRR3550890">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550890</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162448_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778576" refname="GSM2162448"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162449_r1" accession="SRR3550891">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550891</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162449_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778577" refname="GSM2162449"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162450_r1" accession="SRR3550892">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550892</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162450_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778578" refname="GSM2162450"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162451_r1" accession="SRR3550893">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550893</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162451_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778579" refname="GSM2162451"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162452_r1" accession="SRR3550894">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550894</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162452_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778580" refname="GSM2162452"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162453_r1" accession="SRR3550895">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550895</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162453_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778581" refname="GSM2162453"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162454_r1" accession="SRR3550896">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550896</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162454_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778582" refname="GSM2162454"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162455_r1" accession="SRR3550897">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550897</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162455_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778583" refname="GSM2162455"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162456_r1" accession="SRR3550898">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550898</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162456_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778584" refname="GSM2162456"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162457_r1" accession="SRR3550899">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550899</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162457_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778585" refname="GSM2162457"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162458_r1" accession="SRR3550900">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550900</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162458_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778586" refname="GSM2162458"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162459_r1" accession="SRR3550901">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550901</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162459_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778587" refname="GSM2162459"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162460_r1" accession="SRR3550902">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550902</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162460_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778588" refname="GSM2162460"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162461_r1" accession="SRR3550903">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550903</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162461_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778589" refname="GSM2162461"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162462_r1" accession="SRR3550904">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550904</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162462_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778590" refname="GSM2162462"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162463_r1" accession="SRR3550905">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550905</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162463_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778591" refname="GSM2162463"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162464_r1" accession="SRR3550906">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550906</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162464_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778592" refname="GSM2162464"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162465_r1" accession="SRR3550907">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550907</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162465_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778593" refname="GSM2162465"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162466_r1" accession="SRR3550908">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550908</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162466_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778594" refname="GSM2162466"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162467_r1" accession="SRR3550909">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550909</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162467_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778595" refname="GSM2162467"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162468_r1" accession="SRR3550910">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550910</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162468_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778596" refname="GSM2162468"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162469_r1" accession="SRR3550911">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550911</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162469_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778597" refname="GSM2162469"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162470_r1" accession="SRR3550912">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550912</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162470_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778598" refname="GSM2162470"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162471_r1" accession="SRR3550913">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550913</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162471_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778599" refname="GSM2162471"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162472_r1" accession="SRR3550914">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550914</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162472_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778600" refname="GSM2162472"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162473_r1" accession="SRR3550915">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550915</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162473_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778601" refname="GSM2162473"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162474_r1" accession="SRR3550916">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550916</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162474_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778602" refname="GSM2162474"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162475_r1" accession="SRR3550917">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550917</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162475_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778603" refname="GSM2162475"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162476_r1" accession="SRR3550918">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550918</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162476_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778604" refname="GSM2162476"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162477_r1" accession="SRR3550919">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550919</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162477_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778605" refname="GSM2162477"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162478_r1" accession="SRR3550920">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550920</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162478_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778606" refname="GSM2162478"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162479_r1" accession="SRR3550921">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550921</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162479_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778607" refname="GSM2162479"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162480_r1" accession="SRR3550922">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550922</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162480_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778608" refname="GSM2162480"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162481_r1" accession="SRR3550923">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550923</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162481_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778609" refname="GSM2162481"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162482_r1" accession="SRR3550924">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550924</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162482_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778610" refname="GSM2162482"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162483_r1" accession="SRR3550925">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550925</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162483_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778611" refname="GSM2162483"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162484_r1" accession="SRR3550926">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550926</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162484_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778612" refname="GSM2162484"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162485_r1" accession="SRR3550927">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550927</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162485_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778613" refname="GSM2162485"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162486_r1" accession="SRR3550928">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550928</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162486_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778614" refname="GSM2162486"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162487_r1" accession="SRR3550929">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550929</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162487_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778615" refname="GSM2162487"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162488_r1" accession="SRR3550930">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550930</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162488_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778616" refname="GSM2162488"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162489_r1" accession="SRR3550931">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550931</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162489_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778617" refname="GSM2162489"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162490_r1" accession="SRR3550932">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550932</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162490_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778618" refname="GSM2162490"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162491_r1" accession="SRR3550933">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550933</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162491_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778619" refname="GSM2162491"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162492_r1" accession="SRR3550934">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550934</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162492_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778620" refname="GSM2162492"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162493_r1" accession="SRR3550935">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550935</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162493_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778621" refname="GSM2162493"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162494_r1" accession="SRR3550936">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550936</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162494_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778622" refname="GSM2162494"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162495_r1" accession="SRR3550937">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550937</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162495_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778623" refname="GSM2162495"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162496_r1" accession="SRR3550938">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550938</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162496_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778624" refname="GSM2162496"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162497_r1" accession="SRR3550939">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550939</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162497_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778625" refname="GSM2162497"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162498_r1" accession="SRR3550940">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550940</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162498_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778626" refname="GSM2162498"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162499_r1" accession="SRR3550941">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550941</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162499_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778627" refname="GSM2162499"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162500_r1" accession="SRR3550942">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550942</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162500_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778628" refname="GSM2162500"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162501_r1" accession="SRR3550943">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550943</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162501_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778629" refname="GSM2162501"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162502_r1" accession="SRR3550944">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550944</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162502_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778630" refname="GSM2162502"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162503_r1" accession="SRR3550945">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550945</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162503_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778631" refname="GSM2162503"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162504_r1" accession="SRR3550946">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550946</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162504_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778632" refname="GSM2162504"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162505_r1" accession="SRR3550947">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550947</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162505_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778633" refname="GSM2162505"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162506_r1" accession="SRR3550948">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550948</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162506_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778634" refname="GSM2162506"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162507_r1" accession="SRR3550949">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550949</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162507_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778635" refname="GSM2162507"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162508_r1" accession="SRR3550950">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550950</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162508_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778636" refname="GSM2162508"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162509_r1" accession="SRR3550951">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550951</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162509_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778637" refname="GSM2162509"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162510_r1" accession="SRR3550952">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550952</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162510_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778638" refname="GSM2162510"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162511_r1" accession="SRR3550953">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550953</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162511_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778639" refname="GSM2162511"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162512_r1" accession="SRR3550954">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550954</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162512_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778640" refname="GSM2162512"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162513_r1" accession="SRR3550955">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550955</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162513_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778641" refname="GSM2162513"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162514_r1" accession="SRR3550956">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550956</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162514_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778642" refname="GSM2162514"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162515_r1" accession="SRR3550957">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550957</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162515_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778643" refname="GSM2162515"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162516_r1" accession="SRR3550958">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550958</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162516_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778644" refname="GSM2162516"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162517_r1" accession="SRR3550959">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550959</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162517_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778645" refname="GSM2162517"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162518_r1" accession="SRR3550960">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550960</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162518_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778646" refname="GSM2162518"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162519_r1" accession="SRR3550961">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550961</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162519_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778647" refname="GSM2162519"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162520_r1" accession="SRR3550962">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550962</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162520_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778648" refname="GSM2162520"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162521_r1" accession="SRR3550963">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550963</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162521_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778649" refname="GSM2162521"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162522_r1" accession="SRR3550964">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550964</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162522_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778650" refname="GSM2162522"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162523_r1" accession="SRR3550965">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550965</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162523_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778651" refname="GSM2162523"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162524_r1" accession="SRR3550966">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550966</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162524_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778652" refname="GSM2162524"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162525_r1" accession="SRR3550967">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550967</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162525_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778653" refname="GSM2162525"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162526_r1" accession="SRR3550968">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550968</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162526_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778654" refname="GSM2162526"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162527_r1" accession="SRR3550969">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550969</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162527_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778655" refname="GSM2162527"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162528_r1" accession="SRR3550970">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550970</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162528_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778656" refname="GSM2162528"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162529_r1" accession="SRR3550971">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550971</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162529_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778657" refname="GSM2162529"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162530_r1" accession="SRR3550972">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550972</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162530_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778658" refname="GSM2162530"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162531_r1" accession="SRR3550973">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550973</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162531_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778659" refname="GSM2162531"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162532_r1" accession="SRR3550974">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550974</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162532_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778660" refname="GSM2162532"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162533_r1" accession="SRR3550975">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550975</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162533_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778661" refname="GSM2162533"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162534_r1" accession="SRR3550976">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550976</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162534_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778662" refname="GSM2162534"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162535_r1" accession="SRR3550977">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550977</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162535_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778663" refname="GSM2162535"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162536_r1" accession="SRR3550978">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550978</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162536_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778664" refname="GSM2162536"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162537_r1" accession="SRR3550979">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550979</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162537_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778665" refname="GSM2162537"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162538_r1" accession="SRR3550980">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550980</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162538_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778666" refname="GSM2162538"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162539_r1" accession="SRR3550981">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550981</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162539_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778667" refname="GSM2162539"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162540_r1" accession="SRR3550982">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550982</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162540_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778668" refname="GSM2162540"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162541_r1" accession="SRR3550983">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550983</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162541_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778669" refname="GSM2162541"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162542_r1" accession="SRR3550984">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550984</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162542_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778670" refname="GSM2162542"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162543_r1" accession="SRR3550985">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550985</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162543_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778671" refname="GSM2162543"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162544_r1" accession="SRR3550986">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550986</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162544_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778672" refname="GSM2162544"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162545_r1" accession="SRR3550987">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550987</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162545_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778673" refname="GSM2162545"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162546_r1" accession="SRR3550988">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550988</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162546_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778674" refname="GSM2162546"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162547_r1" accession="SRR3550989">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550989</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162547_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778675" refname="GSM2162547"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162548_r1" accession="SRR3550990">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550990</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162548_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778676" refname="GSM2162548"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162549_r1" accession="SRR3550991">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550991</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162549_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778677" refname="GSM2162549"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162550_r1" accession="SRR3550992">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550992</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162550_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778678" refname="GSM2162550"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162551_r1" accession="SRR3550993">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550993</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162551_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778679" refname="GSM2162551"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162552_r1" accession="SRR3550994">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550994</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162552_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778680" refname="GSM2162552"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162553_r1" accession="SRR3550995">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550995</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162553_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778681" refname="GSM2162553"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162554_r1" accession="SRR3550996">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550996</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162554_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778682" refname="GSM2162554"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162555_r1" accession="SRR3550997">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550997</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162555_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778683" refname="GSM2162555"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162556_r1" accession="SRR3550998">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550998</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162556_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778684" refname="GSM2162556"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162557_r1" accession="SRR3550999">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3550999</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162557_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778685" refname="GSM2162557"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162558_r1" accession="SRR3551000">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551000</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162558_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778686" refname="GSM2162558"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162559_r1" accession="SRR3551001">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551001</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162559_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778687" refname="GSM2162559"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162560_r1" accession="SRR3551002">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551002</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162560_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778688" refname="GSM2162560"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162561_r1" accession="SRR3551003">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551003</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162561_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778689" refname="GSM2162561"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162562_r1" accession="SRR3551004">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551004</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162562_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778690" refname="GSM2162562"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162563_r1" accession="SRR3551005">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551005</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162563_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778691" refname="GSM2162563"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162564_r1" accession="SRR3551006">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551006</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162564_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778692" refname="GSM2162564"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162565_r1" accession="SRR3551007">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551007</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162565_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778693" refname="GSM2162565"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162566_r1" accession="SRR3551008">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551008</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162566_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778694" refname="GSM2162566"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162567_r1" accession="SRR3551009">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551009</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162567_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778695" refname="GSM2162567"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162568_r1" accession="SRR3551010">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551010</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162568_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778696" refname="GSM2162568"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162569_r1" accession="SRR3551011">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551011</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162569_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778697" refname="GSM2162569"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162570_r1" accession="SRR3551012">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551012</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162570_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778698" refname="GSM2162570"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162571_r1" accession="SRR3551013">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551013</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162571_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778699" refname="GSM2162571"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162572_r1" accession="SRR3551014">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551014</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162572_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778700" refname="GSM2162572"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162573_r1" accession="SRR3551015">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551015</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162573_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778701" refname="GSM2162573"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162574_r1" accession="SRR3551016">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551016</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162574_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778702" refname="GSM2162574"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162575_r1" accession="SRR3551017">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551017</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162575_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778703" refname="GSM2162575"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162576_r1" accession="SRR3551018">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551018</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162576_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778704" refname="GSM2162576"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162577_r1" accession="SRR3551019">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551019</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162577_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778705" refname="GSM2162577"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162578_r1" accession="SRR3551020">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551020</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162578_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778706" refname="GSM2162578"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162579_r1" accession="SRR3551021">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551021</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162579_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778707" refname="GSM2162579"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162580_r1" accession="SRR3551022">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551022</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162580_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778708" refname="GSM2162580"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162581_r1" accession="SRR3551023">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551023</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162581_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778709" refname="GSM2162581"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162582_r1" accession="SRR3551024">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551024</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162582_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778710" refname="GSM2162582"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162583_r1" accession="SRR3551025">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551025</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162583_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778711" refname="GSM2162583"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162584_r1" accession="SRR3551026">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551026</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162584_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778712" refname="GSM2162584"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162585_r1" accession="SRR3551027">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551027</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162585_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778713" refname="GSM2162585"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162586_r1" accession="SRR3551028">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551028</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162586_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778714" refname="GSM2162586"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162587_r1" accession="SRR3551029">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551029</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162587_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778715" refname="GSM2162587"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162588_r1" accession="SRR3551030">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551030</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162588_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778716" refname="GSM2162588"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162589_r1" accession="SRR3551031">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551031</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162589_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778717" refname="GSM2162589"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162590_r1" accession="SRR3551032">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551032</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162590_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778718" refname="GSM2162590"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162591_r1" accession="SRR3551033">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551033</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162591_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778719" refname="GSM2162591"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162592_r1" accession="SRR3551034">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551034</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162592_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778720" refname="GSM2162592"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162593_r1" accession="SRR3551035">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551035</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162593_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778721" refname="GSM2162593"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162594_r1" accession="SRR3551036">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551036</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162594_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778722" refname="GSM2162594"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162595_r1" accession="SRR3551037">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551037</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162595_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778723" refname="GSM2162595"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162596_r1" accession="SRR3551038">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551038</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162596_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778724" refname="GSM2162596"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162597_r1" accession="SRR3551039">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551039</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162597_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778725" refname="GSM2162597"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162598_r1" accession="SRR3551040">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551040</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162598_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778726" refname="GSM2162598"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162599_r1" accession="SRR3551041">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551041</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162599_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778727" refname="GSM2162599"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162600_r1" accession="SRR3551042">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551042</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162600_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778728" refname="GSM2162600"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162601_r1" accession="SRR3551043">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551043</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162601_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778729" refname="GSM2162601"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162602_r1" accession="SRR3551044">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551044</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162602_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778730" refname="GSM2162602"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162603_r1" accession="SRR3551045">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551045</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162603_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778731" refname="GSM2162603"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162604_r1" accession="SRR3551046">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551046</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162604_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778732" refname="GSM2162604"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162605_r1" accession="SRR3551047">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551047</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162605_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778733" refname="GSM2162605"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162606_r1" accession="SRR3551048">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551048</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162606_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778734" refname="GSM2162606"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162607_r1" accession="SRR3551049">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551049</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162607_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778735" refname="GSM2162607"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162608_r1" accession="SRR3551050">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551050</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162608_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778736" refname="GSM2162608"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162609_r1" accession="SRR3551051">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551051</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162609_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778737" refname="GSM2162609"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162610_r1" accession="SRR3551052">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551052</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162610_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778738" refname="GSM2162610"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162611_r1" accession="SRR3551053">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551053</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162611_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778739" refname="GSM2162611"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162612_r1" accession="SRR3551054">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551054</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162612_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778740" refname="GSM2162612"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162613_r1" accession="SRR3551055">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551055</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162613_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778741" refname="GSM2162613"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162614_r1" accession="SRR3551056">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551056</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162614_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778742" refname="GSM2162614"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162615_r1" accession="SRR3551057">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551057</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162615_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778743" refname="GSM2162615"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162616_r1" accession="SRR3551058">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551058</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162616_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778744" refname="GSM2162616"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162617_r1" accession="SRR3551059">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551059</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162617_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778745" refname="GSM2162617"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162618_r1" accession="SRR3551060">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551060</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162618_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778746" refname="GSM2162618"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162619_r1" accession="SRR3551061">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551061</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162619_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778747" refname="GSM2162619"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162620_r1" accession="SRR3551062">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551062</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162620_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778748" refname="GSM2162620"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162621_r1" accession="SRR3551063">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551063</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162621_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778749" refname="GSM2162621"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162622_r1" accession="SRR3551064">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551064</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162622_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778750" refname="GSM2162622"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162623_r1" accession="SRR3551065">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551065</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162623_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778751" refname="GSM2162623"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162624_r1" accession="SRR3551066">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551066</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162624_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778752" refname="GSM2162624"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162625_r1" accession="SRR3551067">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551067</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162625_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778753" refname="GSM2162625"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162626_r1" accession="SRR3551068">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551068</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162626_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778754" refname="GSM2162626"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162627_r1" accession="SRR3551069">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551069</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162627_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778755" refname="GSM2162627"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162628_r1" accession="SRR3551070">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551070</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162628_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778756" refname="GSM2162628"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162629_r1" accession="SRR3551071">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551071</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162629_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778757" refname="GSM2162629"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162630_r1" accession="SRR3551072">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551072</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162630_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778758" refname="GSM2162630"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162631_r1" accession="SRR3551073">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551073</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162631_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778759" refname="GSM2162631"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162632_r1" accession="SRR3551074">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551074</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162632_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778760" refname="GSM2162632"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162633_r1" accession="SRR3551075">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551075</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162633_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778761" refname="GSM2162633"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162634_r1" accession="SRR3551076">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551076</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162634_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778762" refname="GSM2162634"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162635_r1" accession="SRR3551077">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551077</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162635_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778763" refname="GSM2162635"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162636_r1" accession="SRR3551078">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551078</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162636_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778764" refname="GSM2162636"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162637_r1" accession="SRR3551079">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551079</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162637_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778765" refname="GSM2162637"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162638_r1" accession="SRR3551080">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551080</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162638_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778766" refname="GSM2162638"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162639_r1" accession="SRR3551081">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551081</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162639_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778767" refname="GSM2162639"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162640_r1" accession="SRR3551082">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551082</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162640_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778768" refname="GSM2162640"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162641_r1" accession="SRR3551083">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551083</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162641_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778769" refname="GSM2162641"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162642_r1" accession="SRR3551084">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551084</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162642_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778770" refname="GSM2162642"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162643_r1" accession="SRR3551085">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551085</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162643_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778771" refname="GSM2162643"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162644_r1" accession="SRR3551086">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551086</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162644_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778772" refname="GSM2162644"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162645_r1" accession="SRR3551087">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551087</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162645_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778773" refname="GSM2162645"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162646_r1" accession="SRR3551088">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551088</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162646_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778774" refname="GSM2162646"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162647_r1" accession="SRR3551089">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551089</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162647_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778775" refname="GSM2162647"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162648_r1" accession="SRR3551090">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551090</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162648_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778776" refname="GSM2162648"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162649_r1" accession="SRR3551091">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551091</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162649_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778777" refname="GSM2162649"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162650_r1" accession="SRR3551092">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551092</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162650_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778778" refname="GSM2162650"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162651_r1" accession="SRR3551093">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551093</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162651_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778779" refname="GSM2162651"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162652_r1" accession="SRR3551094">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551094</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162652_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778780" refname="GSM2162652"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162653_r1" accession="SRR3551095">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551095</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162653_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778781" refname="GSM2162653"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162654_r1" accession="SRR3551096">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551096</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162654_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778782" refname="GSM2162654"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162655_r1" accession="SRR3551097">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551097</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162655_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778783" refname="GSM2162655"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162656_r1" accession="SRR3551098">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551098</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162656_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778784" refname="GSM2162656"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162657_r1" accession="SRR3551099">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551099</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162657_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778785" refname="GSM2162657"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162658_r1" accession="SRR3551100">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551100</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162658_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778786" refname="GSM2162658"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162659_r1" accession="SRR3551101">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551101</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162659_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778787" refname="GSM2162659"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162660_r1" accession="SRR3551102">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551102</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162660_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778788" refname="GSM2162660"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162661_r1" accession="SRR3551103">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551103</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162661_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778789" refname="GSM2162661"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162662_r1" accession="SRR3551104">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551104</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162662_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778790" refname="GSM2162662"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162663_r1" accession="SRR3551105">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551105</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162663_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778791" refname="GSM2162663"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162664_r1" accession="SRR3551106">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551106</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162664_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778792" refname="GSM2162664"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162665_r1" accession="SRR3551107">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551107</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162665_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778793" refname="GSM2162665"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162666_r1" accession="SRR3551108">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551108</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162666_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778794" refname="GSM2162666"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162667_r1" accession="SRR3551109">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551109</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162667_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778795" refname="GSM2162667"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162668_r1" accession="SRR3551110">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551110</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162668_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778796" refname="GSM2162668"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162669_r1" accession="SRR3551111">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551111</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162669_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778797" refname="GSM2162669"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162670_r1" accession="SRR3551112">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551112</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162670_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778798" refname="GSM2162670"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162671_r1" accession="SRR3551113">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551113</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162671_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778799" refname="GSM2162671"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162672_r1" accession="SRR3551114">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551114</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162672_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778800" refname="GSM2162672"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162673_r1" accession="SRR3551115">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551115</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162673_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778801" refname="GSM2162673"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162674_r1" accession="SRR3551116">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551116</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162674_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778802" refname="GSM2162674"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162675_r1" accession="SRR3551117">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551117</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162675_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778803" refname="GSM2162675"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162676_r1" accession="SRR3551118">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551118</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162676_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778804" refname="GSM2162676"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162677_r1" accession="SRR3551119">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551119</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162677_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778805" refname="GSM2162677"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162678_r1" accession="SRR3551120">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551120</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162678_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778806" refname="GSM2162678"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162679_r1" accession="SRR3551121">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551121</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162679_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778807" refname="GSM2162679"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162680_r1" accession="SRR3551122">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551122</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162680_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778808" refname="GSM2162680"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162681_r1" accession="SRR3551123">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551123</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162681_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778809" refname="GSM2162681"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162682_r1" accession="SRR3551124">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551124</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162682_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778810" refname="GSM2162682"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162683_r1" accession="SRR3551125">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551125</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162683_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778811" refname="GSM2162683"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162684_r1" accession="SRR3551126">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551126</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162684_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778812" refname="GSM2162684"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162685_r1" accession="SRR3551127">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551127</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162685_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778813" refname="GSM2162685"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162686_r1" accession="SRR3551128">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551128</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162686_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778814" refname="GSM2162686"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162687_r1" accession="SRR3551129">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551129</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162687_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778815" refname="GSM2162687"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162688_r1" accession="SRR3551130">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551130</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162688_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778816" refname="GSM2162688"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162689_r1" accession="SRR3551131">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551131</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162689_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778817" refname="GSM2162689"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162690_r1" accession="SRR3551132">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551132</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162690_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778818" refname="GSM2162690"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162691_r1" accession="SRR3551133">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551133</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162691_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778819" refname="GSM2162691"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162692_r1" accession="SRR3551134">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551134</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162692_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778820" refname="GSM2162692"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162693_r1" accession="SRR3551135">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551135</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162693_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778821" refname="GSM2162693"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162694_r1" accession="SRR3551136">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551136</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162694_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778822" refname="GSM2162694"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162695_r1" accession="SRR3551137">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551137</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162695_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778823" refname="GSM2162695"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162696_r1" accession="SRR3551138">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551138</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162696_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778824" refname="GSM2162696"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162697_r1" accession="SRR3551139">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551139</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162697_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778825" refname="GSM2162697"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162698_r1" accession="SRR3551140">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551140</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162698_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778826" refname="GSM2162698"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162699_r1" accession="SRR3551141">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551141</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162699_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778827" refname="GSM2162699"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162700_r1" accession="SRR3551142">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551142</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162700_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778828" refname="GSM2162700"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162701_r1" accession="SRR3551143">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551143</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162701_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778829" refname="GSM2162701"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162702_r1" accession="SRR3551144">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551144</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162702_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778830" refname="GSM2162702"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162703_r1" accession="SRR3551145">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551145</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162703_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778831" refname="GSM2162703"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162704_r1" accession="SRR3551146">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551146</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162704_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778832" refname="GSM2162704"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162705_r1" accession="SRR3551147">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551147</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162705_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778833" refname="GSM2162705"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162706_r1" accession="SRR3551148">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551148</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162706_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778834" refname="GSM2162706"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162707_r1" accession="SRR3551149">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551149</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162707_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778835" refname="GSM2162707"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162708_r1" accession="SRR3551150">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551150</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162708_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778836" refname="GSM2162708"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162709_r1" accession="SRR3551151">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551151</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162709_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778837" refname="GSM2162709"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162710_r1" accession="SRR3551152">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551152</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162710_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778838" refname="GSM2162710"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162711_r1" accession="SRR3551153">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551153</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162711_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778839" refname="GSM2162711"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162712_r1" accession="SRR3551154">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551154</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162712_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778840" refname="GSM2162712"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162713_r1" accession="SRR3551155">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551155</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162713_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778841" refname="GSM2162713"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162714_r1" accession="SRR3551156">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551156</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162714_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778842" refname="GSM2162714"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162715_r1" accession="SRR3551157">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551157</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162715_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778843" refname="GSM2162715"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162716_r1" accession="SRR3551158">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551158</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162716_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778844" refname="GSM2162716"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162717_r1" accession="SRR3551159">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551159</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162717_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778845" refname="GSM2162717"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162718_r1" accession="SRR3551160">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551160</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162718_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778846" refname="GSM2162718"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162719_r1" accession="SRR3551161">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551161</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162719_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778847" refname="GSM2162719"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162720_r1" accession="SRR3551162">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551162</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162720_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778848" refname="GSM2162720"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162721_r1" accession="SRR3551163">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551163</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162721_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778849" refname="GSM2162721"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162722_r1" accession="SRR3551164">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551164</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162722_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778850" refname="GSM2162722"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162723_r1" accession="SRR3551165">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551165</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162723_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778851" refname="GSM2162723"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162724_r1" accession="SRR3551166">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551166</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162724_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778852" refname="GSM2162724"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162725_r1" accession="SRR3551167">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551167</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162725_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778853" refname="GSM2162725"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162726_r1" accession="SRR3551168">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551168</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162726_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778854" refname="GSM2162726"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162727_r1" accession="SRR3551169">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551169</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162727_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778855" refname="GSM2162727"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162728_r1" accession="SRR3551170">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551170</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162728_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778856" refname="GSM2162728"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162729_r1" accession="SRR3551171">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551171</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162729_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778857" refname="GSM2162729"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162730_r1" accession="SRR3551172">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551172</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162730_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778858" refname="GSM2162730"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162731_r1" accession="SRR3551173">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551173</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162731_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778859" refname="GSM2162731"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162732_r1" accession="SRR3551174">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551174</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162732_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778860" refname="GSM2162732"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162733_r1" accession="SRR3551175">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551175</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162733_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778861" refname="GSM2162733"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162734_r1" accession="SRR3551176">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551176</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162734_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778862" refname="GSM2162734"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162735_r1" accession="SRR3551177">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551177</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162735_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778863" refname="GSM2162735"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162736_r1" accession="SRR3551178">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551178</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162736_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778864" refname="GSM2162736"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162737_r1" accession="SRR3551179">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551179</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162737_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778865" refname="GSM2162737"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162738_r1" accession="SRR3551180">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551180</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162738_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778866" refname="GSM2162738"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162739_r1" accession="SRR3551181">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551181</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162739_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778867" refname="GSM2162739"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162740_r1" accession="SRR3551182">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551182</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162740_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778868" refname="GSM2162740"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162741_r1" accession="SRR3551183">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551183</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162741_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778869" refname="GSM2162741"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162742_r1" accession="SRR3551184">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551184</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162742_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778870" refname="GSM2162742"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162743_r1" accession="SRR3551185">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551185</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162743_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778871" refname="GSM2162743"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162744_r1" accession="SRR3551186">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551186</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162744_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778872" refname="GSM2162744"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162745_r1" accession="SRR3551187">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551187</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162745_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778873" refname="GSM2162745"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162746_r1" accession="SRR3551188">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551188</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162746_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778874" refname="GSM2162746"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162747_r1" accession="SRR3551189">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551189</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162747_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778875" refname="GSM2162747"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162748_r1" accession="SRR3551190">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551190</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162748_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778876" refname="GSM2162748"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162749_r1" accession="SRR3551191">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551191</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162749_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778877" refname="GSM2162749"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162750_r1" accession="SRR3551192">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551192</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162750_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778878" refname="GSM2162750"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162751_r1" accession="SRR3551193">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551193</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162751_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778879" refname="GSM2162751"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162752_r1" accession="SRR3551194">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551194</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162752_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778880" refname="GSM2162752"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162753_r1" accession="SRR3551195">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551195</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162753_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778881" refname="GSM2162753"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162754_r1" accession="SRR3551196">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551196</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162754_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778882" refname="GSM2162754"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162755_r1" accession="SRR3551197">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551197</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162755_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778883" refname="GSM2162755"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162756_r1" accession="SRR3551198">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551198</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162756_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778884" refname="GSM2162756"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162757_r1" accession="SRR3551199">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551199</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162757_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778885" refname="GSM2162757"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162758_r1" accession="SRR3551200">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551200</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162758_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778886" refname="GSM2162758"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162759_r1" accession="SRR3551201">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551201</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162759_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778887" refname="GSM2162759"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162760_r1" accession="SRR3551202">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551202</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162760_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778888" refname="GSM2162760"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162761_r1" accession="SRR3551203">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551203</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162761_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778889" refname="GSM2162761"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162762_r1" accession="SRR3551204">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551204</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162762_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778890" refname="GSM2162762"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162763_r1" accession="SRR3551205">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551205</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162763_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778891" refname="GSM2162763"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162764_r1" accession="SRR3551206">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551206</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162764_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778892" refname="GSM2162764"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162765_r1" accession="SRR3551207">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551207</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162765_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778893" refname="GSM2162765"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162766_r1" accession="SRR3551208">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551208</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162766_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778894" refname="GSM2162766"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162767_r1" accession="SRR3551209">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551209</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162767_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778895" refname="GSM2162767"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162768_r1" accession="SRR3551210">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551210</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162768_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778896" refname="GSM2162768"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162769_r1" accession="SRR3551211">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551211</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162769_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778897" refname="GSM2162769"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162770_r1" accession="SRR3551212">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551212</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162770_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778898" refname="GSM2162770"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162771_r1" accession="SRR3551213">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551213</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162771_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778899" refname="GSM2162771"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162772_r1" accession="SRR3551214">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551214</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162772_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778900" refname="GSM2162772"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162773_r1" accession="SRR3551215">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551215</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162773_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778901" refname="GSM2162773"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162774_r1" accession="SRR3551216">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551216</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162774_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778902" refname="GSM2162774"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162775_r1" accession="SRR3551217">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551217</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162775_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778903" refname="GSM2162775"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162776_r1" accession="SRR3551218">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551218</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162776_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778904" refname="GSM2162776"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162777_r1" accession="SRR3551219">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551219</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162777_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778905" refname="GSM2162777"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162778_r1" accession="SRR3551220">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551220</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162778_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778906" refname="GSM2162778"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162779_r1" accession="SRR3551221">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551221</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162779_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778907" refname="GSM2162779"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162780_r1" accession="SRR3551222">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551222</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162780_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778908" refname="GSM2162780"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162781_r1" accession="SRR3551223">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551223</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162781_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778909" refname="GSM2162781"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162782_r1" accession="SRR3551224">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551224</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162782_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778910" refname="GSM2162782"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162783_r1" accession="SRR3551225">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551225</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162783_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778911" refname="GSM2162783"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162784_r1" accession="SRR3551226">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551226</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162784_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778912" refname="GSM2162784"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162785_r1" accession="SRR3551227">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551227</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162785_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778913" refname="GSM2162785"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162786_r1" accession="SRR3551228">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551228</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162786_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778914" refname="GSM2162786"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162787_r1" accession="SRR3551229">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551229</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162787_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778915" refname="GSM2162787"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162788_r1" accession="SRR3551230">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551230</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162788_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778916" refname="GSM2162788"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162789_r1" accession="SRR3551231">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551231</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162789_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778917" refname="GSM2162789"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162790_r1" accession="SRR3551232">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551232</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162790_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778918" refname="GSM2162790"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162791_r1" accession="SRR3551233">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551233</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162791_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778919" refname="GSM2162791"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162792_r1" accession="SRR3551234">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551234</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162792_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778920" refname="GSM2162792"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162793_r1" accession="SRR3551235">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551235</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162793_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778921" refname="GSM2162793"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162794_r1" accession="SRR3551236">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551236</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162794_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778922" refname="GSM2162794"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162795_r1" accession="SRR3551237">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551237</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162795_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778923" refname="GSM2162795"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162796_r1" accession="SRR3551238">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551238</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162796_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778924" refname="GSM2162796"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162797_r1" accession="SRR3551239">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551239</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162797_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778925" refname="GSM2162797"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162798_r1" accession="SRR3551240">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551240</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162798_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778926" refname="GSM2162798"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162799_r1" accession="SRR3551241">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551241</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162799_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778927" refname="GSM2162799"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162800_r1" accession="SRR3551242">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551242</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162800_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778928" refname="GSM2162800"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162801_r1" accession="SRR3551243">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551243</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162801_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778929" refname="GSM2162801"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162802_r1" accession="SRR3551244">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551244</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162802_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778930" refname="GSM2162802"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162803_r1" accession="SRR3551245">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551245</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162803_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778931" refname="GSM2162803"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162804_r1" accession="SRR3551246">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551246</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162804_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778932" refname="GSM2162804"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162805_r1" accession="SRR3551247">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551247</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162805_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778933" refname="GSM2162805"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162806_r1" accession="SRR3551248">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551248</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162806_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778934" refname="GSM2162806"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162807_r1" accession="SRR3551249">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551249</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162807_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778935" refname="GSM2162807"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162808_r1" accession="SRR3551250">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551250</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162808_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778936" refname="GSM2162808"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162809_r1" accession="SRR3551251">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551251</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162809_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778937" refname="GSM2162809"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162810_r1" accession="SRR3551252">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551252</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162810_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778938" refname="GSM2162810"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162811_r1" accession="SRR3551253">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551253</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162811_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778939" refname="GSM2162811"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162812_r1" accession="SRR3551254">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551254</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162812_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778940" refname="GSM2162812"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162813_r1" accession="SRR3551255">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551255</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162813_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778941" refname="GSM2162813"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162814_r1" accession="SRR3551256">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551256</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162814_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778942" refname="GSM2162814"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162815_r1" accession="SRR3551257">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551257</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162815_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778943" refname="GSM2162815"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162816_r1" accession="SRR3551258">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551258</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162816_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778944" refname="GSM2162816"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162817_r1" accession="SRR3551259">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551259</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162817_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778945" refname="GSM2162817"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162818_r1" accession="SRR3551260">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551260</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162818_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778946" refname="GSM2162818"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162819_r1" accession="SRR3551261">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551261</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162819_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778947" refname="GSM2162819"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162820_r1" accession="SRR3551262">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551262</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162820_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778948" refname="GSM2162820"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162821_r1" accession="SRR3551263">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551263</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162821_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778949" refname="GSM2162821"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162822_r1" accession="SRR3551264">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551264</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162822_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778950" refname="GSM2162822"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162823_r1" accession="SRR3551265">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551265</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162823_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778951" refname="GSM2162823"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162824_r1" accession="SRR3551266">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551266</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162824_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778952" refname="GSM2162824"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162825_r1" accession="SRR3551267">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551267</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162825_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778953" refname="GSM2162825"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162826_r1" accession="SRR3551268">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551268</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162826_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778954" refname="GSM2162826"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162827_r1" accession="SRR3551269">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551269</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162827_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778955" refname="GSM2162827"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162828_r1" accession="SRR3551270">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551270</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162828_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778956" refname="GSM2162828"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162829_r1" accession="SRR3551271">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551271</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162829_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778957" refname="GSM2162829"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162830_r1" accession="SRR3551272">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551272</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162830_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778958" refname="GSM2162830"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162831_r1" accession="SRR3551273">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551273</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162831_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778959" refname="GSM2162831"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162832_r1" accession="SRR3551274">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551274</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162832_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778960" refname="GSM2162832"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162833_r1" accession="SRR3551275">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551275</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162833_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778961" refname="GSM2162833"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162834_r1" accession="SRR3551276">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551276</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162834_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778962" refname="GSM2162834"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162835_r1" accession="SRR3551277">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551277</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162835_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778963" refname="GSM2162835"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162836_r1" accession="SRR3551278">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551278</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162836_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778964" refname="GSM2162836"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162837_r1" accession="SRR3551279">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551279</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162837_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778965" refname="GSM2162837"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551280</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162838_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778966" refname="GSM2162838"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551281</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162839_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778967" refname="GSM2162839"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162840_r1" accession="SRR3551282">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551282</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162840_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778968" refname="GSM2162840"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162841_r1" accession="SRR3551283">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551283</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162841_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778969" refname="GSM2162841"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162842_r1" accession="SRR3551284">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551284</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162842_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778970" refname="GSM2162842"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162843_r1" accession="SRR3551285">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551285</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162843_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778971" refname="GSM2162843"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162844_r1" accession="SRR3551286">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551286</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162844_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778972" refname="GSM2162844"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162845_r1" accession="SRR3551287">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551287</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162845_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778973" refname="GSM2162845"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162846_r1" accession="SRR3551288">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551288</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162846_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778974" refname="GSM2162846"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162847_r1" accession="SRR3551289">
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      <PRIMARY_ID>SRR3551289</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162847_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778975" refname="GSM2162847"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162848_r1" accession="SRR3551290">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551290</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162848_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778976" refname="GSM2162848"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162849_r1" accession="SRR3551291">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551291</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162849_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778977" refname="GSM2162849"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162850_r1" accession="SRR3551292">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551292</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162850_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778978" refname="GSM2162850"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162851_r1" accession="SRR3551293">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551293</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162851_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778979" refname="GSM2162851"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162852_r1" accession="SRR3551294">
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      <PRIMARY_ID>SRR3551294</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162852_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778980" refname="GSM2162852"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162853_r1" accession="SRR3551295">
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      <PRIMARY_ID>SRR3551295</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162853_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778981" refname="GSM2162853"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162854_r1" accession="SRR3551296">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551296</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162854_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778982" refname="GSM2162854"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162855_r1" accession="SRR3551297">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551297</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162855_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778983" refname="GSM2162855"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162856_r1" accession="SRR3551298">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551298</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162856_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778984" refname="GSM2162856"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162857_r1" accession="SRR3551299">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551299</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162857_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778985" refname="GSM2162857"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162858_r1" accession="SRR3551300">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551300</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162858_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778986" refname="GSM2162858"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162859_r1" accession="SRR3551301">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551301</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162859_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778987" refname="GSM2162859"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162860_r1" accession="SRR3551302">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551302</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162860_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778988" refname="GSM2162860"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162861_r1" accession="SRR3551303">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551303</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162861_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778989" refname="GSM2162861"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162862_r1" accession="SRR3551304">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551304</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162862_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778990" refname="GSM2162862"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162863_r1" accession="SRR3551305">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551305</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162863_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778991" refname="GSM2162863"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162864_r1" accession="SRR3551306">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551306</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162864_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778992" refname="GSM2162864"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162865_r1" accession="SRR3551307">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551307</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162865_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778993" refname="GSM2162865"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162866_r1" accession="SRR3551308">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551308</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162866_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778994" refname="GSM2162866"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162867_r1" accession="SRR3551309">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551309</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162867_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778995" refname="GSM2162867"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162868_r1" accession="SRR3551310">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551310</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162868_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778996" refname="GSM2162868"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162869_r1" accession="SRR3551311">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551311</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162869_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778997" refname="GSM2162869"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162870_r1" accession="SRR3551312">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551312</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162870_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778998" refname="GSM2162870"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162871_r1" accession="SRR3551313">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551313</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162871_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1778999" refname="GSM2162871"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162872_r1" accession="SRR3551314">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551314</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162872_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779000" refname="GSM2162872"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162873_r1" accession="SRR3551315">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551315</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162873_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779001" refname="GSM2162873"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162874_r1" accession="SRR3551316">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551316</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162874_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779002" refname="GSM2162874"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162875_r1" accession="SRR3551317">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551317</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162875_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779003" refname="GSM2162875"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162876_r1" accession="SRR3551318">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551318</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162876_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779004" refname="GSM2162876"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162877_r1" accession="SRR3551319">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551319</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162877_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779005" refname="GSM2162877"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162878_r1" accession="SRR3551320">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551320</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162878_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779006" refname="GSM2162878"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162879_r1" accession="SRR3551321">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551321</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162879_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779007" refname="GSM2162879"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162880_r1" accession="SRR3551322">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551322</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162880_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779008" refname="GSM2162880"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162881_r1" accession="SRR3551323">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551323</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162881_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779009" refname="GSM2162881"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162882_r1" accession="SRR3551324">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551324</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162882_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779010" refname="GSM2162882"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162883_r1" accession="SRR3551325">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551325</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162883_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779011" refname="GSM2162883"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162884_r1" accession="SRR3551326">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551326</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162884_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779012" refname="GSM2162884"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162885_r1" accession="SRR3551327">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551327</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162885_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779013" refname="GSM2162885"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162886_r1" accession="SRR3551328">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551328</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162886_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779014" refname="GSM2162886"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162887_r1" accession="SRR3551329">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551329</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162887_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779015" refname="GSM2162887"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162888_r1" accession="SRR3551330">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551330</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162888_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779016" refname="GSM2162888"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162889_r1" accession="SRR3551331">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551331</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162889_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779017" refname="GSM2162889"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162890_r1" accession="SRR3551332">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551332</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162890_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779018" refname="GSM2162890"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162891_r1" accession="SRR3551333">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551333</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162891_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779019" refname="GSM2162891"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162892_r1" accession="SRR3551334">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551334</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162892_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779020" refname="GSM2162892"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162893_r1" accession="SRR3551335">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551335</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162893_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779021" refname="GSM2162893"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162894_r1" accession="SRR3551336">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551336</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162894_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779022" refname="GSM2162894"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162895_r1" accession="SRR3551337">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551337</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162895_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779023" refname="GSM2162895"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162896_r1" accession="SRR3551338">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551338</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162896_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779024" refname="GSM2162896"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162897_r1" accession="SRR3551339">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551339</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162897_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779025" refname="GSM2162897"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162898_r1" accession="SRR3551340">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551340</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162898_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779026" refname="GSM2162898"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162899_r1" accession="SRR3551341">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551341</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162899_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779027" refname="GSM2162899"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162900_r1" accession="SRR3551342">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551342</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162900_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779028" refname="GSM2162900"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162901_r1" accession="SRR3551343">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551343</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162901_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779029" refname="GSM2162901"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162902_r1" accession="SRR3551344">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551344</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162902_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779030" refname="GSM2162902"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162903_r1" accession="SRR3551345">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551345</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162903_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779031" refname="GSM2162903"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162904_r1" accession="SRR3551346">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551346</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162904_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779032" refname="GSM2162904"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162905_r1" accession="SRR3551347">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551347</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162905_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779033" refname="GSM2162905"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162906_r1" accession="SRR3551348">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551348</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162906_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779034" refname="GSM2162906"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162907_r1" accession="SRR3551349">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551349</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162907_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779035" refname="GSM2162907"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162908_r1" accession="SRR3551350">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551350</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162908_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779036" refname="GSM2162908"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162909_r1" accession="SRR3551351">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551351</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162909_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779037" refname="GSM2162909"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162910_r1" accession="SRR3551352">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551352</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162910_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779038" refname="GSM2162910"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162911_r1" accession="SRR3551353">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551353</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162911_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779039" refname="GSM2162911"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162912_r1" accession="SRR3551354">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551354</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162912_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779040" refname="GSM2162912"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162913_r1" accession="SRR3551355">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551355</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162913_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779041" refname="GSM2162913"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162914_r1" accession="SRR3551356">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551356</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162914_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779042" refname="GSM2162914"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162915_r1" accession="SRR3551357">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551357</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162915_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779043" refname="GSM2162915"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162916_r1" accession="SRR3551358">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551358</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162916_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779044" refname="GSM2162916"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162917_r1" accession="SRR3551359">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551359</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162917_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779045" refname="GSM2162917"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162918_r1" accession="SRR3551360">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551360</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162918_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779046" refname="GSM2162918"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162919_r1" accession="SRR3551361">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551361</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162919_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779047" refname="GSM2162919"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162920_r1" accession="SRR3551362">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551362</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162920_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779048" refname="GSM2162920"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162921_r1" accession="SRR3551363">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551363</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162921_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779049" refname="GSM2162921"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162922_r1" accession="SRR3551364">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551364</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162922_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779050" refname="GSM2162922"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162923_r1" accession="SRR3551365">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551365</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162923_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779051" refname="GSM2162923"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162924_r1" accession="SRR3551366">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551366</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162924_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779052" refname="GSM2162924"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162925_r1" accession="SRR3551367">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551367</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162925_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779053" refname="GSM2162925"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162926_r1" accession="SRR3551368">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551368</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162926_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779054" refname="GSM2162926"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162927_r1" accession="SRR3551369">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551369</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162927_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779055" refname="GSM2162927"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162928_r1" accession="SRR3551370">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551370</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162928_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779056" refname="GSM2162928"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162929_r1" accession="SRR3551371">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551371</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162929_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779057" refname="GSM2162929"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162930_r1" accession="SRR3551372">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551372</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162930_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779058" refname="GSM2162930"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162931_r1" accession="SRR3551373">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551373</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162931_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779059" refname="GSM2162931"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162932_r1" accession="SRR3551374">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551374</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162932_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779060" refname="GSM2162932"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162933_r1" accession="SRR3551375">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551375</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162933_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779061" refname="GSM2162933"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162934_r1" accession="SRR3551376">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551376</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162934_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779062" refname="GSM2162934"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162935_r1" accession="SRR3551377">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551377</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162935_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779063" refname="GSM2162935"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162936_r1" accession="SRR3551378">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551378</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162936_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779064" refname="GSM2162936"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162937_r1" accession="SRR3551379">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551379</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162937_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779065" refname="GSM2162937"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162938_r1" accession="SRR3551380">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551380</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162938_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779066" refname="GSM2162938"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162939_r1" accession="SRR3551381">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551381</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162939_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779067" refname="GSM2162939"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162940_r1" accession="SRR3551382">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551382</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162940_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779068" refname="GSM2162940"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162941_r1" accession="SRR3551383">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551383</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162941_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779069" refname="GSM2162941"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162942_r1" accession="SRR3551384">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551384</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162942_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779070" refname="GSM2162942"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162943_r1" accession="SRR3551385">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551385</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162943_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779071" refname="GSM2162943"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162944_r1" accession="SRR3551386">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551386</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162944_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779072" refname="GSM2162944"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162945_r1" accession="SRR3551387">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551387</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162945_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779073" refname="GSM2162945"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162946_r1" accession="SRR3551388">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551388</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162946_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779074" refname="GSM2162946"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162947_r1" accession="SRR3551389">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551389</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162947_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779075" refname="GSM2162947"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162948_r1" accession="SRR3551390">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551390</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162948_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779076" refname="GSM2162948"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162949_r1" accession="SRR3551391">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551391</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162949_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779077" refname="GSM2162949"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162950_r1" accession="SRR3551392">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551392</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162950_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779078" refname="GSM2162950"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162951_r1" accession="SRR3551393">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551393</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162951_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779079" refname="GSM2162951"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162952_r1" accession="SRR3551394">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551394</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162952_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779080" refname="GSM2162952"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162953_r1" accession="SRR3551395">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551395</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162953_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779081" refname="GSM2162953"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162954_r1" accession="SRR3551396">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551396</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162954_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779082" refname="GSM2162954"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162955_r1" accession="SRR3551397">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551397</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162955_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779083" refname="GSM2162955"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162956_r1" accession="SRR3551398">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551398</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162956_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779084" refname="GSM2162956"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162957_r1" accession="SRR3551399">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551399</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162957_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779085" refname="GSM2162957"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162958_r1" accession="SRR3551400">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551400</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162958_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779086" refname="GSM2162958"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162959_r1" accession="SRR3551401">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551401</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162959_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779087" refname="GSM2162959"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162960_r1" accession="SRR3551402">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551402</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162960_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779088" refname="GSM2162960"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162961_r1" accession="SRR3551403">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551403</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162961_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779089" refname="GSM2162961"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162962_r1" accession="SRR3551404">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551404</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162962_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779090" refname="GSM2162962"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162963_r1" accession="SRR3551405">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551405</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162963_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779091" refname="GSM2162963"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162964_r1" accession="SRR3551406">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551406</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162964_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779092" refname="GSM2162964"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162965_r1" accession="SRR3551407">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551407</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162965_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779093" refname="GSM2162965"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162966_r1" accession="SRR3551408">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551408</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162966_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779094" refname="GSM2162966"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162967_r1" accession="SRR3551409">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551409</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162967_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779095" refname="GSM2162967"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162968_r1" accession="SRR3551410">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551410</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162968_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779096" refname="GSM2162968"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162969_r1" accession="SRR3551411">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551411</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162969_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779097" refname="GSM2162969"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162970_r1" accession="SRR3551412">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551412</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162970_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779098" refname="GSM2162970"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162971_r1" accession="SRR3551413">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551413</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162971_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779099" refname="GSM2162971"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162972_r1" accession="SRR3551414">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551414</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162972_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779100" refname="GSM2162972"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162973_r1" accession="SRR3551415">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551415</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162973_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779101" refname="GSM2162973"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162974_r1" accession="SRR3551416">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551416</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162974_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779102" refname="GSM2162974"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162975_r1" accession="SRR3551417">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551417</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162975_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779103" refname="GSM2162975"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162976_r1" accession="SRR3551418">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551418</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162976_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779104" refname="GSM2162976"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162977_r1" accession="SRR3551419">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551419</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162977_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779105" refname="GSM2162977"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162978_r1" accession="SRR3551420">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551420</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162978_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779106" refname="GSM2162978"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162979_r1" accession="SRR3551421">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551421</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162979_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779107" refname="GSM2162979"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162980_r1" accession="SRR3551422">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551422</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162980_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779108" refname="GSM2162980"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162981_r1" accession="SRR3551423">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551423</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162981_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779109" refname="GSM2162981"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162982_r1" accession="SRR3551424">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551424</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162982_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779110" refname="GSM2162982"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162983_r1" accession="SRR3551425">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551425</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162983_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779111" refname="GSM2162983"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162984_r1" accession="SRR3551426">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551426</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162984_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779112" refname="GSM2162984"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162985_r1" accession="SRR3551427">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551427</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162985_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779113" refname="GSM2162985"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162986_r1" accession="SRR3551428">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551428</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162986_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779114" refname="GSM2162986"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162987_r1" accession="SRR3551429">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551429</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162987_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779115" refname="GSM2162987"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162988_r1" accession="SRR3551430">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551430</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162988_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779116" refname="GSM2162988"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162989_r1" accession="SRR3551431">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551431</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162989_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779117" refname="GSM2162989"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162990_r1" accession="SRR3551432">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551432</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162990_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779118" refname="GSM2162990"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162991_r1" accession="SRR3551433">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551433</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162991_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779119" refname="GSM2162991"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162992_r1" accession="SRR3551434">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551434</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162992_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779120" refname="GSM2162992"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162993_r1" accession="SRR3551435">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551435</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162993_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779121" refname="GSM2162993"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162994_r1" accession="SRR3551436">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551436</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162994_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779122" refname="GSM2162994"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162995_r1" accession="SRR3551437">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551437</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162995_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779123" refname="GSM2162995"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162996_r1" accession="SRR3551438">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551438</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162996_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779124" refname="GSM2162996"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162997_r1" accession="SRR3551439">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551439</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162997_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779125" refname="GSM2162997"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162998_r1" accession="SRR3551440">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551440</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162998_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779126" refname="GSM2162998"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2162999_r1" accession="SRR3551441">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551441</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2162999_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779127" refname="GSM2162999"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163000_r1" accession="SRR3551442">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551442</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163000_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779128" refname="GSM2163000"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163001_r1" accession="SRR3551443">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551443</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163001_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779129" refname="GSM2163001"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163002_r1" accession="SRR3551444">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551444</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163002_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779130" refname="GSM2163002"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163003_r1" accession="SRR3551445">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551445</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163003_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779131" refname="GSM2163003"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163004_r1" accession="SRR3551446">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551446</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163004_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779132" refname="GSM2163004"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163005_r1" accession="SRR3551447">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551447</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163005_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779133" refname="GSM2163005"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163006_r1" accession="SRR3551448">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551448</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163006_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779134" refname="GSM2163006"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163007_r1" accession="SRR3551449">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551449</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163007_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779135" refname="GSM2163007"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163008_r1" accession="SRR3551450">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551450</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163008_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779136" refname="GSM2163008"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163009_r1" accession="SRR3551451">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551451</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163009_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779137" refname="GSM2163009"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163010_r1" accession="SRR3551452">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551452</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163010_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779138" refname="GSM2163010"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163011_r1" accession="SRR3551453">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551453</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163011_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779139" refname="GSM2163011"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163012_r1" accession="SRR3551454">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551454</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163012_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779140" refname="GSM2163012"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163013_r1" accession="SRR3551455">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551455</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163013_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779141" refname="GSM2163013"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163014_r1" accession="SRR3551456">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551456</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163014_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779142" refname="GSM2163014"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163015_r1" accession="SRR3551457">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551457</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163015_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779143" refname="GSM2163015"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163016_r1" accession="SRR3551458">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551458</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163016_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779144" refname="GSM2163016"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163017_r1" accession="SRR3551459">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551459</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163017_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779145" refname="GSM2163017"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163018_r1" accession="SRR3551460">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551460</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163018_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779146" refname="GSM2163018"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163019_r1" accession="SRR3551461">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551461</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163019_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779147" refname="GSM2163019"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163020_r1" accession="SRR3551462">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551462</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163020_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779148" refname="GSM2163020"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163021_r1" accession="SRR3551463">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551463</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163021_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779149" refname="GSM2163021"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163022_r1" accession="SRR3551464">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551464</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163022_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779150" refname="GSM2163022"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163023_r1" accession="SRR3551465">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551465</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163023_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779151" refname="GSM2163023"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163024_r1" accession="SRR3551466">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551466</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163024_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779152" refname="GSM2163024"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163025_r1" accession="SRR3551467">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551467</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163025_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779153" refname="GSM2163025"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163026_r1" accession="SRR3551468">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551468</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163026_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779154" refname="GSM2163026"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163027_r1" accession="SRR3551469">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551469</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163027_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779155" refname="GSM2163027"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163028_r1" accession="SRR3551470">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551470</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163028_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779156" refname="GSM2163028"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163029_r1" accession="SRR3551471">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551471</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163029_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779157" refname="GSM2163029"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163030_r1" accession="SRR3551472">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551472</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163030_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779158" refname="GSM2163030"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163031_r1" accession="SRR3551473">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551473</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163031_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779159" refname="GSM2163031"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163032_r1" accession="SRR3551474">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551474</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163032_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779160" refname="GSM2163032"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163033_r1" accession="SRR3551475">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551475</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163033_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779161" refname="GSM2163033"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163034_r1" accession="SRR3551476">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551476</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163034_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779162" refname="GSM2163034"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163035_r1" accession="SRR3551477">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551477</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163035_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779163" refname="GSM2163035"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163036_r1" accession="SRR3551478">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551478</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163036_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779164" refname="GSM2163036"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163037_r1" accession="SRR3551479">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551479</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163037_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779165" refname="GSM2163037"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163038_r1" accession="SRR3551480">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551480</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163038_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779166" refname="GSM2163038"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163039_r1" accession="SRR3551481">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551481</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163039_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779167" refname="GSM2163039"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163040_r1" accession="SRR3551482">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551482</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163040_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779168" refname="GSM2163040"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163041_r1" accession="SRR3551483">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551483</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163041_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779169" refname="GSM2163041"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163042_r1" accession="SRR3551484">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551484</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163042_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779170" refname="GSM2163042"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163043_r1" accession="SRR3551485">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551485</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163043_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779171" refname="GSM2163043"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163044_r1" accession="SRR3551486">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551486</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163044_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779172" refname="GSM2163044"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163045_r1" accession="SRR3551487">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551487</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163045_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779173" refname="GSM2163045"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163046_r1" accession="SRR3551488">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551488</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163046_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779174" refname="GSM2163046"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163047_r1" accession="SRR3551489">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551489</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163047_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779175" refname="GSM2163047"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163048_r1" accession="SRR3551490">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551490</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163048_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779176" refname="GSM2163048"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163049_r1" accession="SRR3551491">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551491</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163049_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779177" refname="GSM2163049"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163050_r1" accession="SRR3551492">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551492</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163050_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779178" refname="GSM2163050"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163051_r1" accession="SRR3551493">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551493</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163051_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779179" refname="GSM2163051"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163052_r1" accession="SRR3551494">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551494</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163052_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779180" refname="GSM2163052"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163053_r1" accession="SRR3551495">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551495</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163053_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779181" refname="GSM2163053"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163054_r1" accession="SRR3551496">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551496</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163054_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779182" refname="GSM2163054"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163055_r1" accession="SRR3551497">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551497</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163055_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779183" refname="GSM2163055"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163056_r1" accession="SRR3551498">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551498</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163056_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779184" refname="GSM2163056"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163057_r1" accession="SRR3551499">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551499</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163057_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779185" refname="GSM2163057"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163058_r1" accession="SRR3551500">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551500</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163058_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779186" refname="GSM2163058"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163059_r1" accession="SRR3551501">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551501</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163059_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779187" refname="GSM2163059"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163060_r1" accession="SRR3551502">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551502</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163060_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779188" refname="GSM2163060"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163061_r1" accession="SRR3551503">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551503</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163061_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779189" refname="GSM2163061"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163062_r1" accession="SRR3551504">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551504</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163062_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779190" refname="GSM2163062"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163063_r1" accession="SRR3551505">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551505</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163063_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779191" refname="GSM2163063"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163064_r1" accession="SRR3551506">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551506</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163064_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779192" refname="GSM2163064"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163065_r1" accession="SRR3551507">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551507</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163065_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779193" refname="GSM2163065"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163066_r1" accession="SRR3551508">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551508</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163066_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779194" refname="GSM2163066"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163067_r1" accession="SRR3551509">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551509</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163067_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779195" refname="GSM2163067"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163068_r1" accession="SRR3551510">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551510</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163068_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779196" refname="GSM2163068"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163069_r1" accession="SRR3551511">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551511</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163069_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779197" refname="GSM2163069"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163070_r1" accession="SRR3551512">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551512</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163070_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779198" refname="GSM2163070"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163071_r1" accession="SRR3551513">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551513</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163071_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779199" refname="GSM2163071"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163072_r1" accession="SRR3551514">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551514</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163072_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779200" refname="GSM2163072"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163073_r1" accession="SRR3551515">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551515</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163073_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779201" refname="GSM2163073"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163074_r1" accession="SRR3551516">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551516</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163074_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779202" refname="GSM2163074"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163075_r1" accession="SRR3551517">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551517</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163075_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779203" refname="GSM2163075"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163076_r1" accession="SRR3551518">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551518</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163076_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779204" refname="GSM2163076"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163077_r1" accession="SRR3551519">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551519</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163077_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779205" refname="GSM2163077"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163078_r1" accession="SRR3551520">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551520</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163078_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779206" refname="GSM2163078"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163079_r1" accession="SRR3551521">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551521</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163079_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779207" refname="GSM2163079"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163080_r1" accession="SRR3551522">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551522</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163080_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779208" refname="GSM2163080"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163081_r1" accession="SRR3551523">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551523</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163081_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779209" refname="GSM2163081"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163082_r1" accession="SRR3551524">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551524</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163082_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779210" refname="GSM2163082"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163083_r1" accession="SRR3551525">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551525</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163083_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779211" refname="GSM2163083"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163084_r1" accession="SRR3551526">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551526</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163084_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779212" refname="GSM2163084"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163085_r1" accession="SRR3551527">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551527</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163085_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779213" refname="GSM2163085"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163086_r1" accession="SRR3551528">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551528</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163086_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779214" refname="GSM2163086"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163087_r1" accession="SRR3551529">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551529</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163087_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779215" refname="GSM2163087"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163088_r1" accession="SRR3551530">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551530</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163088_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779216" refname="GSM2163088"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163089_r1" accession="SRR3551531">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551531</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163089_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779217" refname="GSM2163089"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163090_r1" accession="SRR3551532">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551532</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163090_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779218" refname="GSM2163090"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163091_r1" accession="SRR3551533">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551533</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163091_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779219" refname="GSM2163091"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163092_r1" accession="SRR3551534">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551534</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163092_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779220" refname="GSM2163092"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163093_r1" accession="SRR3551535">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551535</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163093_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779221" refname="GSM2163093"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163094_r1" accession="SRR3551536">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551536</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163094_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779222" refname="GSM2163094"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163095_r1" accession="SRR3551537">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551537</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163095_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779223" refname="GSM2163095"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163096_r1" accession="SRR3551538">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551538</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163096_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779224" refname="GSM2163096"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163097_r1" accession="SRR3551539">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551539</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163097_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779225" refname="GSM2163097"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163098_r1" accession="SRR3551540">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551540</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163098_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779226" refname="GSM2163098"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163099_r1" accession="SRR3551541">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551541</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163099_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779227" refname="GSM2163099"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163100_r1" accession="SRR3551542">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551542</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163100_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779228" refname="GSM2163100"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163101_r1" accession="SRR3551543">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551543</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163101_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779229" refname="GSM2163101"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163102_r1" accession="SRR3551544">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551544</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163102_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779230" refname="GSM2163102"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163103_r1" accession="SRR3551545">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551545</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163103_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779231" refname="GSM2163103"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163104_r1" accession="SRR3551546">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551546</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163104_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779232" refname="GSM2163104"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163105_r1" accession="SRR3551547">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551547</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163105_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779233" refname="GSM2163105"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163106_r1" accession="SRR3551548">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551548</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163106_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779234" refname="GSM2163106"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163107_r1" accession="SRR3551549">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551549</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163107_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779235" refname="GSM2163107"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163108_r1" accession="SRR3551550">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551550</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163108_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779236" refname="GSM2163108"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163109_r1" accession="SRR3551551">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551551</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163109_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779237" refname="GSM2163109"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163110_r1" accession="SRR3551552">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551552</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163110_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779238" refname="GSM2163110"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163111_r1" accession="SRR3551553">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551553</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163111_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779239" refname="GSM2163111"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163112_r1" accession="SRR3551554">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551554</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163112_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779240" refname="GSM2163112"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163113_r1" accession="SRR3551555">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551555</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163113_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779241" refname="GSM2163113"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163114_r1" accession="SRR3551556">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551556</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163114_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779242" refname="GSM2163114"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163115_r1" accession="SRR3551557">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551557</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163115_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779243" refname="GSM2163115"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163116_r1" accession="SRR3551558">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551558</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163116_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779244" refname="GSM2163116"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163117_r1" accession="SRR3551559">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551559</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163117_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779245" refname="GSM2163117"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163118_r1" accession="SRR3551560">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551560</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163118_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779246" refname="GSM2163118"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163119_r1" accession="SRR3551561">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551561</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163119_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779247" refname="GSM2163119"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163120_r1" accession="SRR3551562">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551562</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163120_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779248" refname="GSM2163120"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163121_r1" accession="SRR3551563">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551563</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163121_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779249" refname="GSM2163121"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163122_r1" accession="SRR3551564">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551564</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163122_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779250" refname="GSM2163122"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163123_r1" accession="SRR3551565">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551565</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163123_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779251" refname="GSM2163123"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163124_r1" accession="SRR3551566">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551566</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163124_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779252" refname="GSM2163124"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163125_r1" accession="SRR3551567">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551567</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163125_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779253" refname="GSM2163125"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163126_r1" accession="SRR3551568">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551568</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163126_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779254" refname="GSM2163126"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163127_r1" accession="SRR3551569">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551569</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163127_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779255" refname="GSM2163127"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163128_r1" accession="SRR3551570">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551570</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163128_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779256" refname="GSM2163128"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163129_r1" accession="SRR3551571">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551571</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163129_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779257" refname="GSM2163129"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163130_r1" accession="SRR3551572">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551572</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163130_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779258" refname="GSM2163130"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163131_r1" accession="SRR3551573">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551573</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163131_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779259" refname="GSM2163131"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163132_r1" accession="SRR3551574">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551574</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163132_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779260" refname="GSM2163132"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163133_r1" accession="SRR3551575">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551575</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163133_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779261" refname="GSM2163133"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163134_r1" accession="SRR3551576">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551576</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163134_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779262" refname="GSM2163134"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163135_r1" accession="SRR3551577">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551577</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163135_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779263" refname="GSM2163135"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163136_r1" accession="SRR3551578">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551578</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163136_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779264" refname="GSM2163136"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163137_r1" accession="SRR3551579">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551579</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163137_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779265" refname="GSM2163137"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163138_r1" accession="SRR3551580">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551580</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163138_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779266" refname="GSM2163138"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163139_r1" accession="SRR3551581">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551581</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163139_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779267" refname="GSM2163139"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163140_r1" accession="SRR3551582">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551582</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163140_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779268" refname="GSM2163140"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163141_r1" accession="SRR3551583">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551583</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163141_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779269" refname="GSM2163141"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163142_r1" accession="SRR3551584">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551584</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163142_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779270" refname="GSM2163142"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163143_r1" accession="SRR3551585">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551585</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163143_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779271" refname="GSM2163143"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163144_r1" accession="SRR3551586">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551586</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163144_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779272" refname="GSM2163144"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163145_r1" accession="SRR3551587">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551587</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163145_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779273" refname="GSM2163145"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163146_r1" accession="SRR3551588">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551588</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163146_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779274" refname="GSM2163146"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163147_r1" accession="SRR3551589">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551589</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163147_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779275" refname="GSM2163147"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163148_r1" accession="SRR3551590">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551590</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163148_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779276" refname="GSM2163148"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163149_r1" accession="SRR3551591">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551591</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163149_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779277" refname="GSM2163149"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163150_r1" accession="SRR3551592">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551592</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163150_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779278" refname="GSM2163150"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163151_r1" accession="SRR3551593">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551593</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163151_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779279" refname="GSM2163151"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163152_r1" accession="SRR3551594">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551594</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163152_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779280" refname="GSM2163152"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163153_r1" accession="SRR3551595">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551595</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163153_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779281" refname="GSM2163153"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163154_r1" accession="SRR3551596">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551596</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163154_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779282" refname="GSM2163154"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163155_r1" accession="SRR3551597">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551597</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163155_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779283" refname="GSM2163155"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163156_r1" accession="SRR3551598">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551598</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163156_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779284" refname="GSM2163156"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163157_r1" accession="SRR3551599">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551599</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163157_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779285" refname="GSM2163157"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163158_r1" accession="SRR3551600">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551600</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163158_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779286" refname="GSM2163158"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163159_r1" accession="SRR3551601">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551601</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163159_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779287" refname="GSM2163159"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163160_r1" accession="SRR3551602">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551602</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163160_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779288" refname="GSM2163160"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163161_r1" accession="SRR3551603">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551603</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163161_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779289" refname="GSM2163161"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163162_r1" accession="SRR3551604">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551604</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163162_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779290" refname="GSM2163162"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163163_r1" accession="SRR3551605">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551605</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163163_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779291" refname="GSM2163163"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163164_r1" accession="SRR3551606">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551606</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163164_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779292" refname="GSM2163164"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163165_r1" accession="SRR3551607">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551607</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163165_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779293" refname="GSM2163165"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163166_r1" accession="SRR3551608">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551608</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163166_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779294" refname="GSM2163166"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163167_r1" accession="SRR3551609">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551609</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163167_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779295" refname="GSM2163167"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163168_r1" accession="SRR3551610">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551610</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163168_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779296" refname="GSM2163168"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163169_r1" accession="SRR3551611">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551611</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163169_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779297" refname="GSM2163169"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163170_r1" accession="SRR3551612">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551612</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163170_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779298" refname="GSM2163170"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163171_r1" accession="SRR3551613">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551613</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163171_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779299" refname="GSM2163171"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163172_r1" accession="SRR3551614">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551614</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163172_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779300" refname="GSM2163172"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163173_r1" accession="SRR3551615">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551615</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163173_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779301" refname="GSM2163173"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163174_r1" accession="SRR3551616">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551616</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163174_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779302" refname="GSM2163174"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163175_r1" accession="SRR3551617">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551617</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163175_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779303" refname="GSM2163175"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163176_r1" accession="SRR3551618">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551618</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163176_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779304" refname="GSM2163176"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163177_r1" accession="SRR3551619">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551619</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163177_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779305" refname="GSM2163177"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163178_r1" accession="SRR3551620">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551620</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163178_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779306" refname="GSM2163178"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163179_r1" accession="SRR3551621">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551621</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163179_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779307" refname="GSM2163179"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163180_r1" accession="SRR3551622">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551622</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163180_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779308" refname="GSM2163180"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163181_r1" accession="SRR3551623">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551623</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163181_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779309" refname="GSM2163181"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163182_r1" accession="SRR3551624">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551624</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163182_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779310" refname="GSM2163182"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163183_r1" accession="SRR3551625">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551625</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163183_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779311" refname="GSM2163183"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163184_r1" accession="SRR3551626">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551626</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163184_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779312" refname="GSM2163184"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163185_r1" accession="SRR3551627">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551627</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163185_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779313" refname="GSM2163185"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163186_r1" accession="SRR3551628">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551628</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163186_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779314" refname="GSM2163186"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163187_r1" accession="SRR3551629">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551629</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163187_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779315" refname="GSM2163187"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163188_r1" accession="SRR3551630">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551630</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163188_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779316" refname="GSM2163188"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163189_r1" accession="SRR3551631">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551631</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163189_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779317" refname="GSM2163189"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163190_r1" accession="SRR3551632">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551632</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163190_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779318" refname="GSM2163190"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163191_r1" accession="SRR3551633">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551633</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163191_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779319" refname="GSM2163191"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163192_r1" accession="SRR3551634">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551634</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163192_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779320" refname="GSM2163192"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163193_r1" accession="SRR3551635">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551635</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163193_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779321" refname="GSM2163193"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163194_r1" accession="SRR3551636">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551636</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163194_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779322" refname="GSM2163194"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163195_r1" accession="SRR3551637">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551637</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163195_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779323" refname="GSM2163195"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163196_r1" accession="SRR3551638">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551638</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163196_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779324" refname="GSM2163196"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163197_r1" accession="SRR3551639">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551639</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163197_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779325" refname="GSM2163197"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163198_r1" accession="SRR3551640">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551640</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163198_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779326" refname="GSM2163198"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163199_r1" accession="SRR3551641">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551641</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163199_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779327" refname="GSM2163199"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163200_r1" accession="SRR3551642">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551642</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163200_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779328" refname="GSM2163200"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163201_r1" accession="SRR3551643">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551643</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163201_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779329" refname="GSM2163201"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163202_r1" accession="SRR3551644">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551644</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163202_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779330" refname="GSM2163202"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163203_r1" accession="SRR3551645">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551645</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163203_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779331" refname="GSM2163203"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163204_r1" accession="SRR3551646">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551646</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163204_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779332" refname="GSM2163204"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163205_r1" accession="SRR3551647">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551647</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163205_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779333" refname="GSM2163205"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163206_r1" accession="SRR3551648">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551648</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163206_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779334" refname="GSM2163206"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163207_r1" accession="SRR3551649">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551649</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163207_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779335" refname="GSM2163207"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163208_r1" accession="SRR3551650">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551650</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163208_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779336" refname="GSM2163208"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163209_r1" accession="SRR3551651">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551651</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163209_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779337" refname="GSM2163209"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163210_r1" accession="SRR3551652">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551652</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163210_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779338" refname="GSM2163210"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163211_r1" accession="SRR3551653">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551653</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163211_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779339" refname="GSM2163211"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163212_r1" accession="SRR3551654">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551654</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163212_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779340" refname="GSM2163212"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163213_r1" accession="SRR3551655">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551655</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163213_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779341" refname="GSM2163213"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163214_r1" accession="SRR3551656">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551656</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163214_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779342" refname="GSM2163214"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163215_r1" accession="SRR3551657">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551657</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163215_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779343" refname="GSM2163215"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163216_r1" accession="SRR3551658">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551658</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163216_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779344" refname="GSM2163216"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163217_r1" accession="SRR3551659">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551659</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163217_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779345" refname="GSM2163217"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163218_r1" accession="SRR3551660">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551660</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163218_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779346" refname="GSM2163218"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163219_r1" accession="SRR3551661">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551661</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163219_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779347" refname="GSM2163219"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163220_r1" accession="SRR3551662">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551662</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163220_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779348" refname="GSM2163220"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163221_r1" accession="SRR3551663">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551663</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163221_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779349" refname="GSM2163221"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163222_r1" accession="SRR3551664">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551664</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163222_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779350" refname="GSM2163222"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163223_r1" accession="SRR3551665">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551665</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163223_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779351" refname="GSM2163223"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163224_r1" accession="SRR3551666">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551666</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163224_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779352" refname="GSM2163224"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163225_r1" accession="SRR3551667">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551667</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163225_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779353" refname="GSM2163225"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163226_r1" accession="SRR3551668">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551668</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163226_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779354" refname="GSM2163226"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163227_r1" accession="SRR3551669">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551669</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163227_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779355" refname="GSM2163227"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163228_r1" accession="SRR3551670">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551670</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163228_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779356" refname="GSM2163228"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163229_r1" accession="SRR3551671">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551671</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163229_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779357" refname="GSM2163229"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163230_r1" accession="SRR3551672">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551672</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163230_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779358" refname="GSM2163230"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163231_r1" accession="SRR3551673">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551673</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163231_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779359" refname="GSM2163231"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163232_r1" accession="SRR3551674">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551674</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163232_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779360" refname="GSM2163232"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163233_r1" accession="SRR3551675">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551675</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163233_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779361" refname="GSM2163233"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163234_r1" accession="SRR3551676">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551676</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163234_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779362" refname="GSM2163234"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163235_r1" accession="SRR3551677">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551677</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163235_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779363" refname="GSM2163235"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163236_r1" accession="SRR3551678">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551678</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163236_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779364" refname="GSM2163236"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163237_r1" accession="SRR3551679">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551679</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163237_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779365" refname="GSM2163237"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163238_r1" accession="SRR3551680">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551680</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163238_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779366" refname="GSM2163238"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163239_r1" accession="SRR3551681">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551681</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163239_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779367" refname="GSM2163239"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163240_r1" accession="SRR3551682">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551682</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163240_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779368" refname="GSM2163240"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163241_r1" accession="SRR3551683">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551683</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163241_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779369" refname="GSM2163241"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163242_r1" accession="SRR3551684">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551684</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163242_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779370" refname="GSM2163242"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163243_r1" accession="SRR3551685">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551685</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163243_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779371" refname="GSM2163243"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163243_r2" accession="SRR3551686">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551686</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163243_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779371" refname="GSM2163243"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163244_r1" accession="SRR3551687">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551687</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163244_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779372" refname="GSM2163244"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163244_r2" accession="SRR3551688">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551688</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163244_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779372" refname="GSM2163244"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163245_r1" accession="SRR3551689">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551689</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163245_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779373" refname="GSM2163245"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163245_r2" accession="SRR3551690">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551690</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163245_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779373" refname="GSM2163245"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163246_r1" accession="SRR3551691">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551691</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163246_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779374" refname="GSM2163246"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163246_r2" accession="SRR3551692">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551692</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163246_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779374" refname="GSM2163246"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163247_r1" accession="SRR3551693">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551693</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163247_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779375" refname="GSM2163247"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163247_r2" accession="SRR3551694">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551694</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163247_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779375" refname="GSM2163247"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163248_r1" accession="SRR3551695">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551695</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163248_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779376" refname="GSM2163248"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163248_r2" accession="SRR3551696">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551696</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163248_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779376" refname="GSM2163248"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163249_r1" accession="SRR3551697">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551697</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163249_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779377" refname="GSM2163249"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163249_r2" accession="SRR3551698">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551698</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163249_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779377" refname="GSM2163249"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163250_r1" accession="SRR3551699">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551699</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163250_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779378" refname="GSM2163250"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163251_r1" accession="SRR3551700">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551700</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163251_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779379" refname="GSM2163251"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163252_r1" accession="SRR3551701">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551701</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163252_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779380" refname="GSM2163252"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163253_r1" accession="SRR3551702">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551702</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163253_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779381" refname="GSM2163253"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163254_r1" accession="SRR3551703">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551703</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163254_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779382" refname="GSM2163254"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163255_r1" accession="SRR3551704">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551704</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163255_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779383" refname="GSM2163255"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163256_r1" accession="SRR3551705">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551705</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163256_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779384" refname="GSM2163256"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163257_r1" accession="SRR3551706">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551706</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163257_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779385" refname="GSM2163257"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163258_r1" accession="SRR3551707">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551707</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163258_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779386" refname="GSM2163258"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163259_r1" accession="SRR3551708">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551708</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163259_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779387" refname="GSM2163259"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163260_r1" accession="SRR3551709">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551709</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163260_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779388" refname="GSM2163260"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163261_r1" accession="SRR3551710">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551710</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163261_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779389" refname="GSM2163261"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163262_r1" accession="SRR3551711">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551711</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163262_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779390" refname="GSM2163262"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163263_r1" accession="SRR3551712">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551712</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163263_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779391" refname="GSM2163263"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163264_r1" accession="SRR3551713">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551713</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163264_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779392" refname="GSM2163264"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163265_r1" accession="SRR3551714">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551714</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163265_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779393" refname="GSM2163265"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163266_r1" accession="SRR3551715">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551715</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163266_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779394" refname="GSM2163266"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163267_r1" accession="SRR3551716">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551716</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163267_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779395" refname="GSM2163267"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163268_r1" accession="SRR3551717">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551717</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163268_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779396" refname="GSM2163268"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163269_r1" accession="SRR3551718">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551718</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163269_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779397" refname="GSM2163269"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163270_r1" accession="SRR3551719">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551719</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163270_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779398" refname="GSM2163270"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163271_r1" accession="SRR3551720">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551720</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163271_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779399" refname="GSM2163271"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163272_r1" accession="SRR3551721">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551721</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163272_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779400" refname="GSM2163272"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163273_r1" accession="SRR3551722">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551722</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163273_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779401" refname="GSM2163273"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163274_r1" accession="SRR3551723">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551723</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163274_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779402" refname="GSM2163274"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163275_r1" accession="SRR3551724">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551724</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163275_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779403" refname="GSM2163275"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163276_r1" accession="SRR3551725">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551725</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163276_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779404" refname="GSM2163276"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163277_r1" accession="SRR3551726">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551726</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163277_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779405" refname="GSM2163277"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163278_r1" accession="SRR3551727">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551727</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163278_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779406" refname="GSM2163278"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163279_r1" accession="SRR3551728">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551728</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163279_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779407" refname="GSM2163279"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163280_r1" accession="SRR3551729">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551729</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163280_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779408" refname="GSM2163280"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163281_r1" accession="SRR3551730">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551730</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163281_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779409" refname="GSM2163281"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163282_r1" accession="SRR3551731">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551731</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163282_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779410" refname="GSM2163282"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163283_r1" accession="SRR3551732">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551732</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163283_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779411" refname="GSM2163283"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163284_r1" accession="SRR3551733">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551733</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163284_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779412" refname="GSM2163284"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163285_r1" accession="SRR3551734">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551734</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163285_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779413" refname="GSM2163285"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163286_r1" accession="SRR3551735">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551735</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163286_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779414" refname="GSM2163286"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163287_r1" accession="SRR3551736">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551736</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163287_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779415" refname="GSM2163287"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163288_r1" accession="SRR3551737">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551737</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163288_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779416" refname="GSM2163288"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163289_r1" accession="SRR3551738">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551738</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163289_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779417" refname="GSM2163289"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163290_r1" accession="SRR3551739">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551739</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163290_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779418" refname="GSM2163290"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163291_r1" accession="SRR3551740">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551740</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163291_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779419" refname="GSM2163291"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163292_r1" accession="SRR3551741">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551741</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163292_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779420" refname="GSM2163292"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163293_r1" accession="SRR3551742">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551742</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163293_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779421" refname="GSM2163293"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163294_r1" accession="SRR3551743">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551743</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163294_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779422" refname="GSM2163294"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163295_r1" accession="SRR3551744">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551744</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163295_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779423" refname="GSM2163295"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163296_r1" accession="SRR3551745">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551745</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163296_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779424" refname="GSM2163296"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163297_r1" accession="SRR3551746">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551746</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163297_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779425" refname="GSM2163297"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163298_r1" accession="SRR3551747">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551747</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163298_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779426" refname="GSM2163298"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163299_r1" accession="SRR3551748">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551748</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163299_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779427" refname="GSM2163299"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163300_r1" accession="SRR3551749">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551749</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163300_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779428" refname="GSM2163300"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163301_r1" accession="SRR3551750">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551750</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163301_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779429" refname="GSM2163301"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163302_r1" accession="SRR3551751">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551751</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163302_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779430" refname="GSM2163302"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163303_r1" accession="SRR3551752">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551752</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163303_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779431" refname="GSM2163303"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163304_r1" accession="SRR3551753">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551753</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163304_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779432" refname="GSM2163304"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163305_r1" accession="SRR3551754">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551754</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163305_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779433" refname="GSM2163305"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163306_r1" accession="SRR3551755">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551755</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163306_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779434" refname="GSM2163306"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163307_r1" accession="SRR3551756">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551756</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163307_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779435" refname="GSM2163307"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163308_r1" accession="SRR3551757">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551757</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163308_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779436" refname="GSM2163308"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163309_r1" accession="SRR3551758">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551758</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163309_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779437" refname="GSM2163309"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163310_r1" accession="SRR3551759">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551759</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163310_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779438" refname="GSM2163310"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163311_r1" accession="SRR3551760">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551760</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163311_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779439" refname="GSM2163311"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163312_r1" accession="SRR3551761">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551761</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163312_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779440" refname="GSM2163312"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163313_r1" accession="SRR3551762">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551762</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163313_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779441" refname="GSM2163313"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163314_r1" accession="SRR3551763">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551763</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163314_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779442" refname="GSM2163314"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163315_r1" accession="SRR3551764">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551764</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163315_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779443" refname="GSM2163315"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163316_r1" accession="SRR3551765">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551765</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163316_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779444" refname="GSM2163316"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163317_r1" accession="SRR3551766">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551766</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163317_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779445" refname="GSM2163317"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163318_r1" accession="SRR3551767">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551767</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163318_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779446" refname="GSM2163318"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163319_r1" accession="SRR3551768">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551768</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163319_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779447" refname="GSM2163319"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163320_r1" accession="SRR3551769">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551769</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163320_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779448" refname="GSM2163320"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163321_r1" accession="SRR3551770">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551770</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163321_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779449" refname="GSM2163321"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163322_r1" accession="SRR3551771">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551771</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163322_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779450" refname="GSM2163322"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163323_r1" accession="SRR3551772">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551772</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163323_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779451" refname="GSM2163323"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163324_r1" accession="SRR3551773">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551773</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163324_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779452" refname="GSM2163324"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163325_r1" accession="SRR3551774">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551774</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163325_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779453" refname="GSM2163325"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163326_r1" accession="SRR3551775">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551775</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163326_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779454" refname="GSM2163326"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163327_r1" accession="SRR3551776">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551776</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163327_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779455" refname="GSM2163327"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163328_r1" accession="SRR3551777">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551777</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163328_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779456" refname="GSM2163328"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163329_r1" accession="SRR3551778">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551778</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163329_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779457" refname="GSM2163329"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163330_r1" accession="SRR3551779">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551779</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163330_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779458" refname="GSM2163330"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163331_r1" accession="SRR3551780">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551780</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163331_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779459" refname="GSM2163331"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163332_r1" accession="SRR3551781">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551781</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163332_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779460" refname="GSM2163332"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163333_r1" accession="SRR3551782">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551782</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163333_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779461" refname="GSM2163333"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163334_r1" accession="SRR3551783">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551783</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163334_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779462" refname="GSM2163334"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163335_r1" accession="SRR3551784">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551784</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163335_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779463" refname="GSM2163335"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163336_r1" accession="SRR3551785">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551785</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163336_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779464" refname="GSM2163336"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163336_r2" accession="SRR3551786">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551786</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163336_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779464" refname="GSM2163336"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163337_r1" accession="SRR3551787">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551787</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163337_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779465" refname="GSM2163337"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163337_r2" accession="SRR3551788">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551788</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163337_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779465" refname="GSM2163337"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163338_r1" accession="SRR3551789">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551789</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163338_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779466" refname="GSM2163338"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163338_r2" accession="SRR3551790">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551790</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163338_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779466" refname="GSM2163338"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163339_r1" accession="SRR3551791">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551791</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163339_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779467" refname="GSM2163339"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163339_r2" accession="SRR3551792">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551792</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163339_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779467" refname="GSM2163339"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163340_r1" accession="SRR3551793">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551793</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163340_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779468" refname="GSM2163340"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163340_r2" accession="SRR3551794">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551794</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163340_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779468" refname="GSM2163340"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163341_r1" accession="SRR3551795">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551795</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163341_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779469" refname="GSM2163341"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163341_r2" accession="SRR3551796">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551796</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163341_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779469" refname="GSM2163341"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163342_r1" accession="SRR3551797">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551797</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163342_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779470" refname="GSM2163342"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163342_r2" accession="SRR3551798">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551798</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163342_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779470" refname="GSM2163342"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163343_r1" accession="SRR3551799">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551799</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163343_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779471" refname="GSM2163343"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163343_r2" accession="SRR3551800">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551800</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163343_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779471" refname="GSM2163343"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163344_r1" accession="SRR3551801">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551801</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163344_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779472" refname="GSM2163344"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163344_r2" accession="SRR3551802">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551802</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163344_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779472" refname="GSM2163344"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163345_r1" accession="SRR3551803">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551803</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163345_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779473" refname="GSM2163345"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163346_r1" accession="SRR3551804">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551804</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163346_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779474" refname="GSM2163346"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163347_r1" accession="SRR3551805">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551805</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163347_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779475" refname="GSM2163347"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163348_r1" accession="SRR3551806">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551806</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163348_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779476" refname="GSM2163348"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163349_r1" accession="SRR3551807">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551807</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163349_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779477" refname="GSM2163349"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163350_r1" accession="SRR3551808">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551808</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163350_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779478" refname="GSM2163350"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163351_r1" accession="SRR3551809">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551809</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163351_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779479" refname="GSM2163351"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163352_r1" accession="SRR3551810">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551810</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163352_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779480" refname="GSM2163352"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163353_r1" accession="SRR3551811">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551811</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163353_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779481" refname="GSM2163353"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163354_r1" accession="SRR3551812">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551812</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163354_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779482" refname="GSM2163354"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163355_r1" accession="SRR3551813">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551813</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163355_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779483" refname="GSM2163355"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163356_r1" accession="SRR3551814">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551814</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163356_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779484" refname="GSM2163356"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163357_r1" accession="SRR3551815">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551815</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163357_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779485" refname="GSM2163357"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163358_r1" accession="SRR3551816">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551816</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163358_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779486" refname="GSM2163358"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163359_r1" accession="SRR3551817">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551817</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163359_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779487" refname="GSM2163359"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163360_r1" accession="SRR3551818">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551818</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163360_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779488" refname="GSM2163360"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163361_r1" accession="SRR3551819">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551819</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163361_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779489" refname="GSM2163361"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163362_r1" accession="SRR3551820">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551820</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163362_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779490" refname="GSM2163362"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163363_r1" accession="SRR3551821">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551821</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163363_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779491" refname="GSM2163363"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163364_r1" accession="SRR3551822">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551822</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163364_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779492" refname="GSM2163364"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163365_r1" accession="SRR3551823">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551823</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163365_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779493" refname="GSM2163365"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163366_r1" accession="SRR3551824">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551824</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163366_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779494" refname="GSM2163366"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163367_r1" accession="SRR3551825">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551825</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163367_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779495" refname="GSM2163367"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163368_r1" accession="SRR3551826">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551826</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163368_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779496" refname="GSM2163368"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163369_r1" accession="SRR3551827">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551827</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163369_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779497" refname="GSM2163369"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163370_r1" accession="SRR3551828">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551828</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163370_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779498" refname="GSM2163370"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163371_r1" accession="SRR3551829">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551829</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163371_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779499" refname="GSM2163371"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163372_r1" accession="SRR3551830">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551830</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163372_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779500" refname="GSM2163372"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163373_r1" accession="SRR3551831">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551831</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163373_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779501" refname="GSM2163373"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163374_r1" accession="SRR3551832">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551832</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163374_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779502" refname="GSM2163374"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163375_r1" accession="SRR3551833">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551833</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163375_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779503" refname="GSM2163375"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163376_r1" accession="SRR3551834">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551834</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163376_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779504" refname="GSM2163376"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163377_r1" accession="SRR3551835">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551835</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163377_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779505" refname="GSM2163377"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163378_r1" accession="SRR3551836">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551836</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163378_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779506" refname="GSM2163378"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163379_r1" accession="SRR3551837">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551837</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163379_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779507" refname="GSM2163379"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163380_r1" accession="SRR3551838">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551838</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163380_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779508" refname="GSM2163380"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163381_r1" accession="SRR3551839">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551839</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163381_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779509" refname="GSM2163381"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163382_r1" accession="SRR3551840">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551840</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163382_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779510" refname="GSM2163382"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163383_r1" accession="SRR3551841">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551841</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163383_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779511" refname="GSM2163383"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163384_r1" accession="SRR3551842">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551842</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163384_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779512" refname="GSM2163384"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163385_r1" accession="SRR3551843">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551843</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163385_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779513" refname="GSM2163385"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163386_r1" accession="SRR3551844">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551844</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163386_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779514" refname="GSM2163386"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163387_r1" accession="SRR3551845">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551845</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163387_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779515" refname="GSM2163387"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163388_r1" accession="SRR3551846">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551846</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163388_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779516" refname="GSM2163388"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163389_r1" accession="SRR3551847">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551847</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163389_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779517" refname="GSM2163389"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163390_r1" accession="SRR3551848">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551848</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163390_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779518" refname="GSM2163390"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163391_r1" accession="SRR3551849">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551849</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163391_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779519" refname="GSM2163391"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163392_r1" accession="SRR3551850">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551850</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163392_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779520" refname="GSM2163392"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163393_r1" accession="SRR3551851">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551851</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163393_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779521" refname="GSM2163393"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163394_r1" accession="SRR3551852">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551852</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163394_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779522" refname="GSM2163394"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163395_r1" accession="SRR3551853">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551853</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163395_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779523" refname="GSM2163395"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163396_r1" accession="SRR3551854">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551854</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163396_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779524" refname="GSM2163396"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163397_r1" accession="SRR3551855">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551855</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163397_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779525" refname="GSM2163397"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163398_r1" accession="SRR3551856">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551856</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163398_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779526" refname="GSM2163398"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163399_r1" accession="SRR3551857">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551857</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163399_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779527" refname="GSM2163399"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163400_r1" accession="SRR3551858">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551858</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163400_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779528" refname="GSM2163400"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163401_r1" accession="SRR3551859">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551859</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163401_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779529" refname="GSM2163401"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163402_r1" accession="SRR3551860">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551860</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163402_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779530" refname="GSM2163402"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163403_r1" accession="SRR3551861">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551861</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163403_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779531" refname="GSM2163403"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163404_r1" accession="SRR3551862">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551862</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163404_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779532" refname="GSM2163404"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163405_r1" accession="SRR3551863">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551863</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163405_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779533" refname="GSM2163405"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163406_r1" accession="SRR3551864">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551864</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163406_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779534" refname="GSM2163406"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163407_r1" accession="SRR3551865">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551865</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163407_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779535" refname="GSM2163407"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163408_r1" accession="SRR3551866">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551866</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163408_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779536" refname="GSM2163408"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163409_r1" accession="SRR3551867">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551867</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163409_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779537" refname="GSM2163409"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163410_r1" accession="SRR3551868">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551868</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163410_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779538" refname="GSM2163410"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163411_r1" accession="SRR3551869">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551869</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163411_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779539" refname="GSM2163411"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163412_r1" accession="SRR3551870">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551870</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163412_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779540" refname="GSM2163412"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163413_r1" accession="SRR3551871">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551871</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163413_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779541" refname="GSM2163413"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163414_r1" accession="SRR3551872">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551872</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163414_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779542" refname="GSM2163414"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163415_r1" accession="SRR3551873">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551873</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163415_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779543" refname="GSM2163415"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163416_r1" accession="SRR3551874">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551874</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163416_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779544" refname="GSM2163416"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163417_r1" accession="SRR3551875">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551875</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163417_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779545" refname="GSM2163417"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163418_r1" accession="SRR3551876">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551876</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163418_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779546" refname="GSM2163418"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163419_r1" accession="SRR3551877">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551877</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163419_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779547" refname="GSM2163419"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163420_r1" accession="SRR3551878">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551878</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163420_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779548" refname="GSM2163420"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163421_r1" accession="SRR3551879">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551879</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163421_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779549" refname="GSM2163421"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163422_r1" accession="SRR3551880">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551880</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163422_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779550" refname="GSM2163422"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163423_r1" accession="SRR3551881">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551881</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163423_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779551" refname="GSM2163423"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163424_r1" accession="SRR3551882">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551882</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163424_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779552" refname="GSM2163424"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163425_r1" accession="SRR3551883">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551883</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163425_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779553" refname="GSM2163425"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163426_r1" accession="SRR3551884">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551884</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163426_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779554" refname="GSM2163426"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163427_r1" accession="SRR3551885">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551885</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163427_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779555" refname="GSM2163427"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163428_r1" accession="SRR3551886">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551886</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163428_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779556" refname="GSM2163428"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163429_r1" accession="SRR3551887">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551887</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163429_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779557" refname="GSM2163429"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163430_r1" accession="SRR3551888">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551888</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163430_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779558" refname="GSM2163430"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163431_r1" accession="SRR3551889">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551889</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163431_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779559" refname="GSM2163431"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163432_r1" accession="SRR3551890">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551890</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163432_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779560" refname="GSM2163432"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163433_r1" accession="SRR3551891">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551891</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163433_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779561" refname="GSM2163433"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163434_r1" accession="SRR3551892">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551892</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163434_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779562" refname="GSM2163434"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163435_r1" accession="SRR3551893">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551893</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163435_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779563" refname="GSM2163435"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163436_r1" accession="SRR3551894">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551894</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163436_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779564" refname="GSM2163436"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163437_r1" accession="SRR3551895">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551895</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163437_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779565" refname="GSM2163437"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163438_r1" accession="SRR3551896">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551896</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163438_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779566" refname="GSM2163438"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163439_r1" accession="SRR3551897">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551897</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163439_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779567" refname="GSM2163439"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163440_r1" accession="SRR3551898">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551898</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163440_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779568" refname="GSM2163440"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163441_r1" accession="SRR3551899">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551899</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163441_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779569" refname="GSM2163441"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163442_r1" accession="SRR3551900">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551900</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163442_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779570" refname="GSM2163442"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163443_r1" accession="SRR3551901">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551901</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163443_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779571" refname="GSM2163443"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163444_r1" accession="SRR3551902">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551902</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163444_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779572" refname="GSM2163444"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163445_r1" accession="SRR3551903">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551903</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163445_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779573" refname="GSM2163445"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163446_r1" accession="SRR3551904">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551904</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163446_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779574" refname="GSM2163446"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163447_r1" accession="SRR3551905">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551905</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163447_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779575" refname="GSM2163447"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163448_r1" accession="SRR3551906">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551906</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163448_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779576" refname="GSM2163448"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163449_r1" accession="SRR3551907">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551907</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163449_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779577" refname="GSM2163449"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163450_r1" accession="SRR3551908">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551908</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163450_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779578" refname="GSM2163450"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163451_r1" accession="SRR3551909">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551909</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163451_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779579" refname="GSM2163451"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163452_r1" accession="SRR3551910">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551910</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163452_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779580" refname="GSM2163452"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163453_r1" accession="SRR3551911">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551911</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163453_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779581" refname="GSM2163453"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163454_r1" accession="SRR3551912">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551912</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163454_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779582" refname="GSM2163454"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163455_r1" accession="SRR3551913">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551913</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163455_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779583" refname="GSM2163455"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163456_r1" accession="SRR3551914">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551914</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163456_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779584" refname="GSM2163456"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163457_r1" accession="SRR3551915">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551915</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163457_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779585" refname="GSM2163457"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163458_r1" accession="SRR3551916">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551916</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163458_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779586" refname="GSM2163458"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163459_r1" accession="SRR3551917">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551917</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163459_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779587" refname="GSM2163459"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163460_r1" accession="SRR3551918">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551918</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163460_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779588" refname="GSM2163460"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163461_r1" accession="SRR3551919">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551919</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163461_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779589" refname="GSM2163461"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163462_r1" accession="SRR3551920">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551920</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163462_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779590" refname="GSM2163462"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163463_r1" accession="SRR3551921">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551921</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163463_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779591" refname="GSM2163463"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163464_r1" accession="SRR3551922">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551922</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163464_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779592" refname="GSM2163464"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163465_r1" accession="SRR3551923">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551923</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163465_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779593" refname="GSM2163465"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163466_r1" accession="SRR3551924">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551924</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163466_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779594" refname="GSM2163466"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163467_r1" accession="SRR3551925">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551925</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163467_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779595" refname="GSM2163467"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163468_r1" accession="SRR3551926">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551926</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163468_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779596" refname="GSM2163468"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163469_r1" accession="SRR3551927">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551927</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163469_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779597" refname="GSM2163469"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163470_r1" accession="SRR3551928">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551928</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163470_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779598" refname="GSM2163470"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163471_r1" accession="SRR3551929">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551929</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163471_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779599" refname="GSM2163471"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163472_r1" accession="SRR3551930">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551930</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163472_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779600" refname="GSM2163472"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163473_r1" accession="SRR3551931">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551931</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163473_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779601" refname="GSM2163473"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163474_r1" accession="SRR3551932">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551932</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163474_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779602" refname="GSM2163474"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163475_r1" accession="SRR3551933">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551933</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163475_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779603" refname="GSM2163475"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163476_r1" accession="SRR3551934">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551934</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163476_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779604" refname="GSM2163476"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163477_r1" accession="SRR3551935">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551935</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163477_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779605" refname="GSM2163477"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163478_r1" accession="SRR3551936">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551936</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163478_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779606" refname="GSM2163478"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163479_r1" accession="SRR3551937">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551937</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163479_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779607" refname="GSM2163479"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163480_r1" accession="SRR3551938">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551938</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163480_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779608" refname="GSM2163480"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163481_r1" accession="SRR3551939">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551939</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163481_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779609" refname="GSM2163481"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163482_r1" accession="SRR3551940">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551940</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163482_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779610" refname="GSM2163482"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163483_r1" accession="SRR3551941">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551941</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163483_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779611" refname="GSM2163483"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163484_r1" accession="SRR3551942">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551942</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163484_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779612" refname="GSM2163484"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163485_r1" accession="SRR3551943">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551943</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163485_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779613" refname="GSM2163485"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163486_r1" accession="SRR3551944">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551944</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163486_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779614" refname="GSM2163486"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163487_r1" accession="SRR3551945">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551945</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163487_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779615" refname="GSM2163487"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163488_r1" accession="SRR3551946">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551946</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163488_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779616" refname="GSM2163488"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163489_r1" accession="SRR3551947">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551947</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163489_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779617" refname="GSM2163489"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163490_r1" accession="SRR3551948">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551948</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163490_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779618" refname="GSM2163490"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163491_r1" accession="SRR3551949">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551949</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163491_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779619" refname="GSM2163491"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163492_r1" accession="SRR3551950">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551950</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163492_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779620" refname="GSM2163492"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163493_r1" accession="SRR3551951">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551951</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163493_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779621" refname="GSM2163493"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163494_r1" accession="SRR3551952">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551952</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163494_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779622" refname="GSM2163494"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163495_r1" accession="SRR3551953">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551953</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163495_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779623" refname="GSM2163495"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163496_r1" accession="SRR3551954">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551954</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163496_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779624" refname="GSM2163496"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163497_r1" accession="SRR3551955">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551955</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163497_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779625" refname="GSM2163497"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163498_r1" accession="SRR3551956">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551956</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163498_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779626" refname="GSM2163498"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163499_r1" accession="SRR3551957">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551957</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163499_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779627" refname="GSM2163499"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163500_r1" accession="SRR3551958">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551958</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163500_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779628" refname="GSM2163500"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163501_r1" accession="SRR3551959">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551959</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163501_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779629" refname="GSM2163501"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163502_r1" accession="SRR3551960">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551960</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163502_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779630" refname="GSM2163502"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163503_r1" accession="SRR3551961">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551961</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163503_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779631" refname="GSM2163503"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163504_r1" accession="SRR3551962">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551962</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163504_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779632" refname="GSM2163504"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163505_r1" accession="SRR3551963">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551963</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163505_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779633" refname="GSM2163505"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163506_r1" accession="SRR3551964">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551964</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163506_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779634" refname="GSM2163506"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163507_r1" accession="SRR3551965">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551965</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163507_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779635" refname="GSM2163507"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163508_r1" accession="SRR3551966">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551966</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163508_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779636" refname="GSM2163508"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163509_r1" accession="SRR3551967">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551967</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163509_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779637" refname="GSM2163509"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163510_r1" accession="SRR3551968">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551968</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163510_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779638" refname="GSM2163510"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163511_r1" accession="SRR3551969">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551969</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163511_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779639" refname="GSM2163511"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163512_r1" accession="SRR3551970">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551970</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163512_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779640" refname="GSM2163512"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163513_r1" accession="SRR3551971">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551971</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163513_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779641" refname="GSM2163513"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163514_r1" accession="SRR3551972">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551972</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163514_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779642" refname="GSM2163514"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163515_r1" accession="SRR3551973">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551973</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163515_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779643" refname="GSM2163515"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163516_r1" accession="SRR3551974">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551974</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163516_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779644" refname="GSM2163516"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163517_r1" accession="SRR3551975">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551975</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163517_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779645" refname="GSM2163517"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163518_r1" accession="SRR3551976">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551976</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163518_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779646" refname="GSM2163518"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163519_r1" accession="SRR3551977">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551977</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163519_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779647" refname="GSM2163519"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163520_r1" accession="SRR3551978">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551978</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163520_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779648" refname="GSM2163520"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163521_r1" accession="SRR3551979">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551979</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163521_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779649" refname="GSM2163521"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163522_r1" accession="SRR3551980">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551980</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163522_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779650" refname="GSM2163522"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163523_r1" accession="SRR3551981">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551981</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163523_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779651" refname="GSM2163523"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163524_r1" accession="SRR3551982">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551982</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163524_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779652" refname="GSM2163524"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163525_r1" accession="SRR3551983">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551983</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163525_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779653" refname="GSM2163525"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163526_r1" accession="SRR3551984">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551984</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163526_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779654" refname="GSM2163526"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163527_r1" accession="SRR3551985">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551985</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163527_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779655" refname="GSM2163527"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163528_r1" accession="SRR3551986">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551986</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163528_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779656" refname="GSM2163528"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163529_r1" accession="SRR3551987">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551987</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163529_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779657" refname="GSM2163529"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163530_r1" accession="SRR3551988">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551988</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163530_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779658" refname="GSM2163530"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163531_r1" accession="SRR3551989">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551989</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163531_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779659" refname="GSM2163531"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163532_r1" accession="SRR3551990">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551990</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163532_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779660" refname="GSM2163532"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163533_r1" accession="SRR3551991">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551991</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163533_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779661" refname="GSM2163533"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163534_r1" accession="SRR3551992">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551992</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163534_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779662" refname="GSM2163534"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163535_r1" accession="SRR3551993">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551993</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163535_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779663" refname="GSM2163535"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163536_r1" accession="SRR3551994">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551994</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163536_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779664" refname="GSM2163536"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163537_r1" accession="SRR3551995">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551995</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163537_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779665" refname="GSM2163537"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163538_r1" accession="SRR3551996">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551996</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163538_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779666" refname="GSM2163538"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163539_r1" accession="SRR3551997">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551997</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163539_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779667" refname="GSM2163539"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163540_r1" accession="SRR3551998">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551998</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163540_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779668" refname="GSM2163540"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163541_r1" accession="SRR3551999">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3551999</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163541_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779669" refname="GSM2163541"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163542_r1" accession="SRR3552000">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552000</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163542_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779670" refname="GSM2163542"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163543_r1" accession="SRR3552001">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552001</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163543_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779671" refname="GSM2163543"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163544_r1" accession="SRR3552002">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552002</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163544_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779672" refname="GSM2163544"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163545_r1" accession="SRR3552003">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552003</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163545_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779673" refname="GSM2163545"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163546_r1" accession="SRR3552004">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552004</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163546_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779674" refname="GSM2163546"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163547_r1" accession="SRR3552005">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552005</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163547_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779675" refname="GSM2163547"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163548_r1" accession="SRR3552006">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552006</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163548_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779676" refname="GSM2163548"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163549_r1" accession="SRR3552007">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552007</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163549_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779677" refname="GSM2163549"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163550_r1" accession="SRR3552008">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552008</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163550_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779678" refname="GSM2163550"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163551_r1" accession="SRR3552009">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552009</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163551_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779679" refname="GSM2163551"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163552_r1" accession="SRR3552010">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552010</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163552_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779680" refname="GSM2163552"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163553_r1" accession="SRR3552011">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552011</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163553_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779681" refname="GSM2163553"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163554_r1" accession="SRR3552012">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552012</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163554_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779682" refname="GSM2163554"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163555_r1" accession="SRR3552013">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552013</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163555_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779683" refname="GSM2163555"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163556_r1" accession="SRR3552014">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552014</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163556_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779684" refname="GSM2163556"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163557_r1" accession="SRR3552015">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552015</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163557_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779685" refname="GSM2163557"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163558_r1" accession="SRR3552016">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552016</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163558_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779686" refname="GSM2163558"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163559_r1" accession="SRR3552017">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552017</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163559_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779687" refname="GSM2163559"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163560_r1" accession="SRR3552018">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552018</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163560_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779688" refname="GSM2163560"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163561_r1" accession="SRR3552019">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552019</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163561_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779689" refname="GSM2163561"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163562_r1" accession="SRR3552020">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552020</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163562_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779690" refname="GSM2163562"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163563_r1" accession="SRR3552021">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552021</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163563_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779691" refname="GSM2163563"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163564_r1" accession="SRR3552022">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552022</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163564_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779692" refname="GSM2163564"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163565_r1" accession="SRR3552023">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552023</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163565_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779693" refname="GSM2163565"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163566_r1" accession="SRR3552024">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552024</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163566_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779694" refname="GSM2163566"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163567_r1" accession="SRR3552025">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552025</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163567_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779695" refname="GSM2163567"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163568_r1" accession="SRR3552026">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552026</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163568_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779696" refname="GSM2163568"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163569_r1" accession="SRR3552027">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552027</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163569_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779697" refname="GSM2163569"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163570_r1" accession="SRR3552028">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552028</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163570_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779698" refname="GSM2163570"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163571_r1" accession="SRR3552029">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552029</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163571_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779699" refname="GSM2163571"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163572_r1" accession="SRR3552030">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552030</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163572_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779700" refname="GSM2163572"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163573_r1" accession="SRR3552031">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552031</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163573_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779701" refname="GSM2163573"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163574_r1" accession="SRR3552032">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552032</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163574_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779702" refname="GSM2163574"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163575_r1" accession="SRR3552033">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552033</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163575_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779703" refname="GSM2163575"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163576_r1" accession="SRR3552034">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552034</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163576_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779704" refname="GSM2163576"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163577_r1" accession="SRR3552035">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552035</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163577_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779705" refname="GSM2163577"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163578_r1" accession="SRR3552036">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552036</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163578_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779706" refname="GSM2163578"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163579_r1" accession="SRR3552037">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552037</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163579_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779707" refname="GSM2163579"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163580_r1" accession="SRR3552038">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552038</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163580_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779708" refname="GSM2163580"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163581_r1" accession="SRR3552039">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552039</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163581_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779709" refname="GSM2163581"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163581_r2" accession="SRR3552040">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552040</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163581_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779709" refname="GSM2163581"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163582_r1" accession="SRR3552041">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552041</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163582_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779710" refname="GSM2163582"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163582_r2" accession="SRR3552042">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552042</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163582_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779710" refname="GSM2163582"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163583_r1" accession="SRR3552043">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552043</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163583_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779711" refname="GSM2163583"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163583_r2" accession="SRR3552044">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552044</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163583_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779711" refname="GSM2163583"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163584_r1" accession="SRR3552045">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552045</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163584_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779712" refname="GSM2163584"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163584_r2" accession="SRR3552046">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552046</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163584_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779712" refname="GSM2163584"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163585_r1" accession="SRR3552047">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552047</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163585_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779713" refname="GSM2163585"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163585_r2" accession="SRR3552048">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552048</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163585_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779713" refname="GSM2163585"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163586_r1" accession="SRR3552049">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552049</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163586_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779714" refname="GSM2163586"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163586_r2" accession="SRR3552050">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552050</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163586_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779714" refname="GSM2163586"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163587_r1" accession="SRR3552051">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552051</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163587_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779715" refname="GSM2163587"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163587_r2" accession="SRR3552052">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552052</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163587_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779715" refname="GSM2163587"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163588_r1" accession="SRR3552053">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552053</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163588_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779716" refname="GSM2163588"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163588_r2" accession="SRR3552054">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552054</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163588_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779716" refname="GSM2163588"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163589_r1" accession="SRR3552055">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552055</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163589_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779717" refname="GSM2163589"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163589_r2" accession="SRR3552056">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552056</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163589_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779717" refname="GSM2163589"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163590_r1" accession="SRR3552057">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552057</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163590_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779718" refname="GSM2163590"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163590_r2" accession="SRR3552058">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552058</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163590_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779718" refname="GSM2163590"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163591_r1" accession="SRR3552059">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552059</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163591_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779719" refname="GSM2163591"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163592_r1" accession="SRR3552060">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552060</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163592_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779720" refname="GSM2163592"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163593_r1" accession="SRR3552061">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552061</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163593_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779721" refname="GSM2163593"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163594_r1" accession="SRR3552062">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552062</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163594_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779722" refname="GSM2163594"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163595_r1" accession="SRR3552063">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552063</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163595_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779723" refname="GSM2163595"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163596_r1" accession="SRR3552064">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552064</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163596_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779724" refname="GSM2163596"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163597_r1" accession="SRR3552065">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552065</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163597_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779725" refname="GSM2163597"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163598_r1" accession="SRR3552066">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552066</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163598_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779726" refname="GSM2163598"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163599_r1" accession="SRR3552067">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552067</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163599_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779727" refname="GSM2163599"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163600_r1" accession="SRR3552068">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552068</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163600_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779728" refname="GSM2163600"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163601_r1" accession="SRR3552069">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552069</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163601_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779729" refname="GSM2163601"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163602_r1" accession="SRR3552070">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552070</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163602_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779730" refname="GSM2163602"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163602_r2" accession="SRR3552071">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552071</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163602_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779730" refname="GSM2163602"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163603_r1" accession="SRR3552072">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552072</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163603_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779731" refname="GSM2163603"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163603_r2" accession="SRR3552073">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552073</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163603_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779731" refname="GSM2163603"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163604_r1" accession="SRR3552074">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552074</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163604_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779732" refname="GSM2163604"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163604_r2" accession="SRR3552075">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552075</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163604_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779732" refname="GSM2163604"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163605_r1" accession="SRR3552076">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552076</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163605_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779733" refname="GSM2163605"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163605_r2" accession="SRR3552077">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552077</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163605_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779733" refname="GSM2163605"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163606_r1" accession="SRR3552078">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552078</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163606_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779734" refname="GSM2163606"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163606_r2" accession="SRR3552079">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552079</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163606_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779734" refname="GSM2163606"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163607_r1" accession="SRR3552080">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552080</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163607_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779735" refname="GSM2163607"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163607_r2" accession="SRR3552081">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552081</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163607_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779735" refname="GSM2163607"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163608_r1" accession="SRR3552082">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552082</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163608_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779736" refname="GSM2163608"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163608_r2" accession="SRR3552083">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552083</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163608_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779736" refname="GSM2163608"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163609_r1" accession="SRR3552084">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552084</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163609_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779737" refname="GSM2163609"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163609_r2" accession="SRR3552085">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552085</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163609_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779737" refname="GSM2163609"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163610_r1" accession="SRR3552086">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552086</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163610_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779738" refname="GSM2163610"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163610_r2" accession="SRR3552087">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552087</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163610_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779738" refname="GSM2163610"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163611_r1" accession="SRR3552088">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552088</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163611_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779739" refname="GSM2163611"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163611_r2" accession="SRR3552089">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552089</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163611_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779739" refname="GSM2163611"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163612_r1" accession="SRR3552090">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552090</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163612_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779740" refname="GSM2163612"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163612_r2" accession="SRR3552091">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552091</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163612_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779740" refname="GSM2163612"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163613_r1" accession="SRR3552092">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552092</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163613_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779741" refname="GSM2163613"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163613_r2" accession="SRR3552093">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552093</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163613_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779741" refname="GSM2163613"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163614_r1" accession="SRR3552094">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552094</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163614_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779742" refname="GSM2163614"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163614_r2" accession="SRR3552095">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552095</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163614_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779742" refname="GSM2163614"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163615_r1" accession="SRR3552096">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552096</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163615_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779743" refname="GSM2163615"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163615_r2" accession="SRR3552097">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552097</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163615_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779743" refname="GSM2163615"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163616_r1" accession="SRR3552098">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552098</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163616_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779744" refname="GSM2163616"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163616_r2" accession="SRR3552099">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552099</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163616_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779744" refname="GSM2163616"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163617_r1" accession="SRR3552100">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552100</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163617_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779745" refname="GSM2163617"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163617_r2" accession="SRR3552101">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552101</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163617_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779745" refname="GSM2163617"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163618_r1" accession="SRR3552102">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552102</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163618_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779746" refname="GSM2163618"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163618_r2" accession="SRR3552103">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552103</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163618_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779746" refname="GSM2163618"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163619_r1" accession="SRR3552104">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552104</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163619_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779747" refname="GSM2163619"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163619_r2" accession="SRR3552105">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552105</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163619_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779747" refname="GSM2163619"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163620_r1" accession="SRR3552106">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552106</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163620_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779748" refname="GSM2163620"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163620_r2" accession="SRR3552107">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552107</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163620_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779748" refname="GSM2163620"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163621_r1" accession="SRR3552108">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552108</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163621_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779749" refname="GSM2163621"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163621_r2" accession="SRR3552109">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552109</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163621_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779749" refname="GSM2163621"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163622_r1" accession="SRR3552110">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552110</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163622_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779750" refname="GSM2163622"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163622_r2" accession="SRR3552111">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552111</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163622_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779750" refname="GSM2163622"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163623_r1" accession="SRR3552112">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552112</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163623_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779751" refname="GSM2163623"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163623_r2" accession="SRR3552113">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552113</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163623_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779751" refname="GSM2163623"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163624_r1" accession="SRR3552114">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552114</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163624_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779752" refname="GSM2163624"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163624_r2" accession="SRR3552115">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552115</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163624_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779752" refname="GSM2163624"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163625_r1" accession="SRR3552116">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552116</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163625_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779753" refname="GSM2163625"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163625_r2" accession="SRR3552117">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552117</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163625_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779753" refname="GSM2163625"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163626_r1" accession="SRR3552118">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552118</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163626_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779754" refname="GSM2163626"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163626_r2" accession="SRR3552119">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552119</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163626_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779754" refname="GSM2163626"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163627_r1" accession="SRR3552120">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552120</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163627_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779755" refname="GSM2163627"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163627_r2" accession="SRR3552121">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552121</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163627_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779755" refname="GSM2163627"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163628_r1" accession="SRR3552122">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552122</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163628_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779756" refname="GSM2163628"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163628_r2" accession="SRR3552123">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552123</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163628_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779756" refname="GSM2163628"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163629_r1" accession="SRR3552124">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552124</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163629_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779757" refname="GSM2163629"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163629_r2" accession="SRR3552125">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552125</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163629_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779757" refname="GSM2163629"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163630_r1" accession="SRR3552126">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552126</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163630_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779758" refname="GSM2163630"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163630_r2" accession="SRR3552127">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552127</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163630_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779758" refname="GSM2163630"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163631_r1" accession="SRR3552128">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552128</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163631_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779759" refname="GSM2163631"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163631_r2" accession="SRR3552129">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552129</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163631_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779759" refname="GSM2163631"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163632_r1" accession="SRR3552130">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552130</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163632_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779760" refname="GSM2163632"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163632_r2" accession="SRR3552131">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552131</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163632_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779760" refname="GSM2163632"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163633_r1" accession="SRR3552132">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552132</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163633_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779761" refname="GSM2163633"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163633_r2" accession="SRR3552133">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552133</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163633_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779761" refname="GSM2163633"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163634_r1" accession="SRR3552134">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552134</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163634_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779762" refname="GSM2163634"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163634_r2" accession="SRR3552135">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552135</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163634_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779762" refname="GSM2163634"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163635_r1" accession="SRR3552136">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552136</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163635_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779763" refname="GSM2163635"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163635_r2" accession="SRR3552137">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552137</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163635_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779763" refname="GSM2163635"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163636_r1" accession="SRR3552138">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552138</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163636_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779764" refname="GSM2163636"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163636_r2" accession="SRR3552139">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552139</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163636_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779764" refname="GSM2163636"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163637_r1" accession="SRR3552140">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552140</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163637_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779765" refname="GSM2163637"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163637_r2" accession="SRR3552141">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552141</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163637_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779765" refname="GSM2163637"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163638_r1" accession="SRR3552142">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552142</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163638_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779766" refname="GSM2163638"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163638_r2" accession="SRR3552143">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552143</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163638_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779766" refname="GSM2163638"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163639_r1" accession="SRR3552144">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552144</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163639_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779767" refname="GSM2163639"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163639_r2" accession="SRR3552145">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552145</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163639_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779767" refname="GSM2163639"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163640_r1" accession="SRR3552146">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552146</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163640_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779768" refname="GSM2163640"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163640_r2" accession="SRR3552147">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552147</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163640_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779768" refname="GSM2163640"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163641_r1" accession="SRR3552148">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552148</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163641_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779769" refname="GSM2163641"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163641_r2" accession="SRR3552149">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552149</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163641_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779769" refname="GSM2163641"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163642_r1" accession="SRR3552150">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552150</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163642_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779770" refname="GSM2163642"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163642_r2" accession="SRR3552151">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552151</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163642_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779770" refname="GSM2163642"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163643_r1" accession="SRR3552152">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552152</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163643_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779771" refname="GSM2163643"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163643_r2" accession="SRR3552153">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552153</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163643_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779771" refname="GSM2163643"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163644_r1" accession="SRR3552154">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552154</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163644_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779772" refname="GSM2163644"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163644_r2" accession="SRR3552155">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552155</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163644_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779772" refname="GSM2163644"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163645_r1" accession="SRR3552156">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552156</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163645_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779773" refname="GSM2163645"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163645_r2" accession="SRR3552157">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552157</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163645_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779773" refname="GSM2163645"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163646_r1" accession="SRR3552158">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552158</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163646_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779774" refname="GSM2163646"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163646_r2" accession="SRR3552159">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552159</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163646_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779774" refname="GSM2163646"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163647_r1" accession="SRR3552160">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552160</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163647_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779775" refname="GSM2163647"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163647_r2" accession="SRR3552161">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552161</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163647_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779775" refname="GSM2163647"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163648_r1" accession="SRR3552162">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552162</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163648_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779776" refname="GSM2163648"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163648_r2" accession="SRR3552163">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552163</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163648_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779776" refname="GSM2163648"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163649_r1" accession="SRR3552164">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552164</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163649_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779777" refname="GSM2163649"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163649_r2" accession="SRR3552165">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552165</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163649_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779777" refname="GSM2163649"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163650_r1" accession="SRR3552166">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552166</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163650_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779778" refname="GSM2163650"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163650_r2" accession="SRR3552167">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552167</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163650_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779778" refname="GSM2163650"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163651_r1" accession="SRR3552168">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552168</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163651_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779779" refname="GSM2163651"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163651_r2" accession="SRR3552169">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552169</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163651_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779779" refname="GSM2163651"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163652_r1" accession="SRR3552170">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552170</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163652_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779780" refname="GSM2163652"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163652_r2" accession="SRR3552171">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552171</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163652_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779780" refname="GSM2163652"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163653_r1" accession="SRR3552172">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552172</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163653_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779781" refname="GSM2163653"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163653_r2" accession="SRR3552173">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552173</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163653_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779781" refname="GSM2163653"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163654_r1" accession="SRR3552174">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552174</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163654_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779782" refname="GSM2163654"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163654_r2" accession="SRR3552175">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552175</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163654_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779782" refname="GSM2163654"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163655_r1" accession="SRR3552176">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552176</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163655_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779783" refname="GSM2163655"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163655_r2" accession="SRR3552177">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552177</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163655_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779783" refname="GSM2163655"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163656_r1" accession="SRR3552178">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552178</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163656_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779784" refname="GSM2163656"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163656_r2" accession="SRR3552179">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552179</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163656_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779784" refname="GSM2163656"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163657_r1" accession="SRR3552180">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552180</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163657_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779785" refname="GSM2163657"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163657_r2" accession="SRR3552181">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552181</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163657_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779785" refname="GSM2163657"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163658_r1" accession="SRR3552182">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552182</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163658_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779786" refname="GSM2163658"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163658_r2" accession="SRR3552183">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552183</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163658_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779786" refname="GSM2163658"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163659_r1" accession="SRR3552184">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552184</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163659_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779787" refname="GSM2163659"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163659_r2" accession="SRR3552185">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552185</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163659_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779787" refname="GSM2163659"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163660_r1" accession="SRR3552186">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552186</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163660_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779788" refname="GSM2163660"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163660_r2" accession="SRR3552187">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552187</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163660_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779788" refname="GSM2163660"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163661_r1" accession="SRR3552188">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552188</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163661_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779789" refname="GSM2163661"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163661_r2" accession="SRR3552189">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552189</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163661_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779789" refname="GSM2163661"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163662_r1" accession="SRR3552190">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552190</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163662_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779790" refname="GSM2163662"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163662_r2" accession="SRR3552191">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552191</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163662_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779790" refname="GSM2163662"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163663_r1" accession="SRR3552192">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552192</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163663_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779791" refname="GSM2163663"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163663_r2" accession="SRR3552193">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552193</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163663_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779791" refname="GSM2163663"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163664_r1" accession="SRR3552194">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552194</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163664_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779792" refname="GSM2163664"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163664_r2" accession="SRR3552195">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552195</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163664_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779792" refname="GSM2163664"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163665_r1" accession="SRR3552196">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552196</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163665_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779793" refname="GSM2163665"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163665_r2" accession="SRR3552197">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552197</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163665_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779793" refname="GSM2163665"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163666_r1" accession="SRR3552198">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552198</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163666_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779794" refname="GSM2163666"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163666_r2" accession="SRR3552199">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552199</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163666_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779794" refname="GSM2163666"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163667_r1" accession="SRR3552200">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552200</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163667_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779795" refname="GSM2163667"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163667_r2" accession="SRR3552201">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552201</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163667_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779795" refname="GSM2163667"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163668_r1" accession="SRR3552202">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552202</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163668_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779796" refname="GSM2163668"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163668_r2" accession="SRR3552203">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552203</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163668_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779796" refname="GSM2163668"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163669_r1" accession="SRR3552204">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552204</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163669_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779797" refname="GSM2163669"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163669_r2" accession="SRR3552205">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552205</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163669_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779797" refname="GSM2163669"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163670_r1" accession="SRR3552206">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552206</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163670_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779798" refname="GSM2163670"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163670_r2" accession="SRR3552207">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552207</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163670_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779798" refname="GSM2163670"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163671_r1" accession="SRR3552208">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552208</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163671_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779799" refname="GSM2163671"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163671_r2" accession="SRR3552209">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552209</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163671_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779799" refname="GSM2163671"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163672_r1" accession="SRR3552210">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552210</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163672_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779800" refname="GSM2163672"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163672_r2" accession="SRR3552211">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552211</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163672_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779800" refname="GSM2163672"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163673_r1" accession="SRR3552212">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552212</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163673_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779801" refname="GSM2163673"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163673_r2" accession="SRR3552213">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552213</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163673_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779801" refname="GSM2163673"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163674_r1" accession="SRR3552214">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552214</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163674_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779802" refname="GSM2163674"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163674_r2" accession="SRR3552215">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552215</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163674_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779802" refname="GSM2163674"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163675_r1" accession="SRR3552216">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552216</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163675_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779803" refname="GSM2163675"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163675_r2" accession="SRR3552217">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552217</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163675_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779803" refname="GSM2163675"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163676_r1" accession="SRR3552218">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552218</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163676_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779804" refname="GSM2163676"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163676_r2" accession="SRR3552219">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552219</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163676_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779804" refname="GSM2163676"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163677_r1" accession="SRR3552220">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552220</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163677_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779805" refname="GSM2163677"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163677_r2" accession="SRR3552221">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552221</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163677_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779805" refname="GSM2163677"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163678_r1" accession="SRR3552222">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552222</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163678_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779806" refname="GSM2163678"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163678_r2" accession="SRR3552223">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552223</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163678_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779806" refname="GSM2163678"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163679_r1" accession="SRR3552224">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552224</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163679_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779807" refname="GSM2163679"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163679_r2" accession="SRR3552225">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552225</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163679_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779807" refname="GSM2163679"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163680_r1" accession="SRR3552226">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552226</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163680_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779808" refname="GSM2163680"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163680_r2" accession="SRR3552227">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552227</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163680_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779808" refname="GSM2163680"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163681_r1" accession="SRR3552228">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552228</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163681_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779809" refname="GSM2163681"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163681_r2" accession="SRR3552229">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552229</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163681_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779809" refname="GSM2163681"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163682_r1" accession="SRR3552230">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552230</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163682_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779810" refname="GSM2163682"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163682_r2" accession="SRR3552231">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552231</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163682_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779810" refname="GSM2163682"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163683_r1" accession="SRR3552232">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552232</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163683_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779811" refname="GSM2163683"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163683_r2" accession="SRR3552233">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552233</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163683_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779811" refname="GSM2163683"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163684_r1" accession="SRR3552234">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552234</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163684_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779812" refname="GSM2163684"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163684_r2" accession="SRR3552235">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552235</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163684_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779812" refname="GSM2163684"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163685_r1" accession="SRR3552236">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552236</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163685_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779813" refname="GSM2163685"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163685_r2" accession="SRR3552237">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552237</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163685_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779813" refname="GSM2163685"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163686_r1" accession="SRR3552238">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552238</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163686_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779814" refname="GSM2163686"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163686_r2" accession="SRR3552239">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552239</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163686_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779814" refname="GSM2163686"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163687_r1" accession="SRR3552240">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552240</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163687_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779815" refname="GSM2163687"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163687_r2" accession="SRR3552241">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552241</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163687_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779815" refname="GSM2163687"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163688_r1" accession="SRR3552242">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552242</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163688_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779816" refname="GSM2163688"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163688_r2" accession="SRR3552243">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552243</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163688_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779816" refname="GSM2163688"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163689_r1" accession="SRR3552244">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552244</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163689_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779817" refname="GSM2163689"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163689_r2" accession="SRR3552245">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552245</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163689_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779817" refname="GSM2163689"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163690_r1" accession="SRR3552246">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552246</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163690_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779818" refname="GSM2163690"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163690_r2" accession="SRR3552247">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552247</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163690_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779818" refname="GSM2163690"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163691_r1" accession="SRR3552248">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552248</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163691_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779819" refname="GSM2163691"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163691_r2" accession="SRR3552249">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552249</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163691_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779819" refname="GSM2163691"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163692_r1" accession="SRR3552250">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552250</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163692_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779820" refname="GSM2163692"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163692_r2" accession="SRR3552251">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552251</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163692_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779820" refname="GSM2163692"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163693_r1" accession="SRR3552252">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552252</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163693_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779821" refname="GSM2163693"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163693_r2" accession="SRR3552253">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552253</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163693_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779821" refname="GSM2163693"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163694_r1" accession="SRR3552254">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552254</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163694_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779822" refname="GSM2163694"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163694_r2" accession="SRR3552255">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552255</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163694_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779822" refname="GSM2163694"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163695_r1" accession="SRR3552256">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552256</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163695_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779823" refname="GSM2163695"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163695_r2" accession="SRR3552257">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552257</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163695_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779823" refname="GSM2163695"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163696_r1" accession="SRR3552258">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552258</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163696_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779824" refname="GSM2163696"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163696_r2" accession="SRR3552259">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552259</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163696_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779824" refname="GSM2163696"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163697_r1" accession="SRR3552260">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552260</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163697_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779825" refname="GSM2163697"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163697_r2" accession="SRR3552261">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552261</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163697_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779825" refname="GSM2163697"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163698_r1" accession="SRR3552262">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552262</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163698_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779826" refname="GSM2163698"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163698_r2" accession="SRR3552263">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552263</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163698_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779826" refname="GSM2163698"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163699_r1" accession="SRR3552264">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552264</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163699_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779827" refname="GSM2163699"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163699_r2" accession="SRR3552265">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552265</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163699_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779827" refname="GSM2163699"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163700_r1" accession="SRR3552266">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552266</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163700_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779828" refname="GSM2163700"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163700_r2" accession="SRR3552267">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552267</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163700_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779828" refname="GSM2163700"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163701_r1" accession="SRR3552268">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552268</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163701_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779829" refname="GSM2163701"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163701_r2" accession="SRR3552269">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552269</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163701_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779829" refname="GSM2163701"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163702_r1" accession="SRR3552270">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552270</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163702_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779830" refname="GSM2163702"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163702_r2" accession="SRR3552271">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552271</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163702_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779830" refname="GSM2163702"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163703_r1" accession="SRR3552272">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552272</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163703_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779831" refname="GSM2163703"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163703_r2" accession="SRR3552273">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552273</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163703_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779831" refname="GSM2163703"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163704_r1" accession="SRR3552274">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552274</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163704_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779832" refname="GSM2163704"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163704_r2" accession="SRR3552275">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552275</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163704_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779832" refname="GSM2163704"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163705_r1" accession="SRR3552276">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552276</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163705_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779833" refname="GSM2163705"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163705_r2" accession="SRR3552277">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552277</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163705_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779833" refname="GSM2163705"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163706_r1" accession="SRR3552278">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552278</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163706_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779834" refname="GSM2163706"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163706_r2" accession="SRR3552279">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552279</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163706_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779834" refname="GSM2163706"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163707_r1" accession="SRR3552280">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552280</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163707_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779835" refname="GSM2163707"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163707_r2" accession="SRR3552281">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552281</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163707_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779835" refname="GSM2163707"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163708_r1" accession="SRR3552282">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552282</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163708_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779836" refname="GSM2163708"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163708_r2" accession="SRR3552283">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552283</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163708_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779836" refname="GSM2163708"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163709_r1" accession="SRR3552284">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552284</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163709_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779837" refname="GSM2163709"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163709_r2" accession="SRR3552285">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552285</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163709_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779837" refname="GSM2163709"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163710_r1" accession="SRR3552286">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552286</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163710_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779838" refname="GSM2163710"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163710_r2" accession="SRR3552287">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552287</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163710_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779838" refname="GSM2163710"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163711_r1" accession="SRR3552288">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552288</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163711_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779839" refname="GSM2163711"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163711_r2" accession="SRR3552289">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552289</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163711_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779839" refname="GSM2163711"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163712_r1" accession="SRR3552290">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552290</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163712_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779840" refname="GSM2163712"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163712_r2" accession="SRR3552291">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552291</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163712_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779840" refname="GSM2163712"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163713_r1" accession="SRR3552292">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552292</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163713_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779841" refname="GSM2163713"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163713_r2" accession="SRR3552293">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552293</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163713_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779841" refname="GSM2163713"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163714_r1" accession="SRR3552294">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552294</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163714_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779842" refname="GSM2163714"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163714_r2" accession="SRR3552295">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552295</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163714_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779842" refname="GSM2163714"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163715_r1" accession="SRR3552296">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552296</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163715_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779843" refname="GSM2163715"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163715_r2" accession="SRR3552297">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552297</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163715_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779843" refname="GSM2163715"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163716_r1" accession="SRR3552298">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552298</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163716_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779844" refname="GSM2163716"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163716_r2" accession="SRR3552299">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552299</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163716_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779844" refname="GSM2163716"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163717_r1" accession="SRR3552300">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552300</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163717_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779845" refname="GSM2163717"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163717_r2" accession="SRR3552301">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552301</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163717_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779845" refname="GSM2163717"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163718_r1" accession="SRR3552302">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552302</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163718_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779846" refname="GSM2163718"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163718_r2" accession="SRR3552303">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552303</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163718_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779846" refname="GSM2163718"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163719_r1" accession="SRR3552304">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552304</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163719_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779847" refname="GSM2163719"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163719_r2" accession="SRR3552305">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552305</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163719_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779847" refname="GSM2163719"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163720_r1" accession="SRR3552306">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552306</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163720_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779848" refname="GSM2163720"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163720_r2" accession="SRR3552307">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552307</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163720_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779848" refname="GSM2163720"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163721_r1" accession="SRR3552308">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552308</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163721_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779849" refname="GSM2163721"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163721_r2" accession="SRR3552309">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552309</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163721_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779849" refname="GSM2163721"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163722_r1" accession="SRR3552310">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552310</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163722_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779850" refname="GSM2163722"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163722_r2" accession="SRR3552311">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552311</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163722_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779850" refname="GSM2163722"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163723_r1" accession="SRR3552312">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552312</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163723_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779851" refname="GSM2163723"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163723_r2" accession="SRR3552313">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552313</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163723_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779851" refname="GSM2163723"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163724_r1" accession="SRR3552314">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552314</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163724_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779852" refname="GSM2163724"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163724_r2" accession="SRR3552315">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552315</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163724_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779852" refname="GSM2163724"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163725_r1" accession="SRR3552316">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552316</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163725_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779853" refname="GSM2163725"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163725_r2" accession="SRR3552317">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552317</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163725_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779853" refname="GSM2163725"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163726_r1" accession="SRR3552318">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552318</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163726_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779854" refname="GSM2163726"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163726_r2" accession="SRR3552319">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552319</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163726_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779854" refname="GSM2163726"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163727_r1" accession="SRR3552320">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552320</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163727_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779855" refname="GSM2163727"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163727_r2" accession="SRR3552321">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552321</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163727_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779855" refname="GSM2163727"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163728_r1" accession="SRR3552322">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552322</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163728_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779856" refname="GSM2163728"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163728_r2" accession="SRR3552323">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552323</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163728_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779856" refname="GSM2163728"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163729_r1" accession="SRR3552324">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552324</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163729_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779857" refname="GSM2163729"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163729_r2" accession="SRR3552325">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552325</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163729_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779857" refname="GSM2163729"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163730_r1" accession="SRR3552326">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552326</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163730_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779858" refname="GSM2163730"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163730_r2" accession="SRR3552327">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552327</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163730_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779858" refname="GSM2163730"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163731_r1" accession="SRR3552328">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552328</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163731_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779859" refname="GSM2163731"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163731_r2" accession="SRR3552329">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552329</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163731_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779859" refname="GSM2163731"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163732_r1" accession="SRR3552330">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552330</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163732_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779860" refname="GSM2163732"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163732_r2" accession="SRR3552331">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552331</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163732_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779860" refname="GSM2163732"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163733_r1" accession="SRR3552332">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552332</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163733_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779861" refname="GSM2163733"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163733_r2" accession="SRR3552333">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552333</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163733_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779861" refname="GSM2163733"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163734_r1" accession="SRR3552334">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552334</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163734_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779862" refname="GSM2163734"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163734_r2" accession="SRR3552335">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552335</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163734_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779862" refname="GSM2163734"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163735_r1" accession="SRR3552336">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552336</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163735_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779863" refname="GSM2163735"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163735_r2" accession="SRR3552337">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552337</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163735_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779863" refname="GSM2163735"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163736_r1" accession="SRR3552338">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552338</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163736_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779864" refname="GSM2163736"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163736_r2" accession="SRR3552339">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552339</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163736_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779864" refname="GSM2163736"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163737_r1" accession="SRR3552340">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552340</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163737_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779865" refname="GSM2163737"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163737_r2" accession="SRR3552341">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552341</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163737_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779865" refname="GSM2163737"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163738_r1" accession="SRR3552342">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552342</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163738_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779866" refname="GSM2163738"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163738_r2" accession="SRR3552343">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552343</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163738_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779866" refname="GSM2163738"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163739_r1" accession="SRR3552344">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552344</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163739_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779867" refname="GSM2163739"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163739_r2" accession="SRR3552345">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552345</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163739_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779867" refname="GSM2163739"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163740_r1" accession="SRR3552346">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552346</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163740_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779868" refname="GSM2163740"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163740_r2" accession="SRR3552347">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552347</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163740_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779868" refname="GSM2163740"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163741_r1" accession="SRR3552348">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552348</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163741_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779869" refname="GSM2163741"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163741_r2" accession="SRR3552349">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552349</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163741_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779869" refname="GSM2163741"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163742_r1" accession="SRR3552350">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552350</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163742_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779870" refname="GSM2163742"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163742_r2" accession="SRR3552351">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552351</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163742_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779870" refname="GSM2163742"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163743_r1" accession="SRR3552352">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552352</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163743_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779871" refname="GSM2163743"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163743_r2" accession="SRR3552353">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552353</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163743_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779871" refname="GSM2163743"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163744_r1" accession="SRR3552354">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552354</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163744_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779872" refname="GSM2163744"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163744_r2" accession="SRR3552355">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552355</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163744_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779872" refname="GSM2163744"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163745_r1" accession="SRR3552356">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552356</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163745_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779873" refname="GSM2163745"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163745_r2" accession="SRR3552357">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552357</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163745_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779873" refname="GSM2163745"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163746_r1" accession="SRR3552358">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552358</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163746_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779874" refname="GSM2163746"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163746_r2" accession="SRR3552359">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552359</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163746_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779874" refname="GSM2163746"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163747_r1" accession="SRR3552360">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552360</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163747_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779875" refname="GSM2163747"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163747_r2" accession="SRR3552361">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552361</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163747_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779875" refname="GSM2163747"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163748_r1" accession="SRR3552362">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552362</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163748_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779876" refname="GSM2163748"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163748_r2" accession="SRR3552363">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552363</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163748_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779876" refname="GSM2163748"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163749_r1" accession="SRR3552364">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552364</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163749_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779877" refname="GSM2163749"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163749_r2" accession="SRR3552365">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552365</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163749_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779877" refname="GSM2163749"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163750_r1" accession="SRR3552366">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552366</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163750_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779878" refname="GSM2163750"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163750_r2" accession="SRR3552367">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552367</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163750_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779878" refname="GSM2163750"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163751_r1" accession="SRR3552368">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552368</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163751_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779879" refname="GSM2163751"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163752_r1" accession="SRR3552369">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552369</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163752_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779880" refname="GSM2163752"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163753_r1" accession="SRR3552370">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552370</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163753_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779881" refname="GSM2163753"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163754_r1" accession="SRR3552371">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552371</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163754_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779882" refname="GSM2163754"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163755_r1" accession="SRR3552372">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552372</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163755_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779883" refname="GSM2163755"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163756_r1" accession="SRR3552373">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552373</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163756_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779884" refname="GSM2163756"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163757_r1" accession="SRR3552374">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552374</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163757_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779885" refname="GSM2163757"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163758_r1" accession="SRR3552375">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552375</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163758_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779886" refname="GSM2163758"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163759_r1" accession="SRR3552376">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552376</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163759_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779887" refname="GSM2163759"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163760_r1" accession="SRR3552377">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552377</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163760_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779888" refname="GSM2163760"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163761_r1" accession="SRR3552378">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552378</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163761_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779889" refname="GSM2163761"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163762_r1" accession="SRR3552379">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552379</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163762_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779890" refname="GSM2163762"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163763_r1" accession="SRR3552380">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552380</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163763_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779891" refname="GSM2163763"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163764_r1" accession="SRR3552381">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552381</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163764_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779892" refname="GSM2163764"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163765_r1" accession="SRR3552382">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552382</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163765_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779893" refname="GSM2163765"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163766_r1" accession="SRR3552383">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552383</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163766_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779894" refname="GSM2163766"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163767_r1" accession="SRR3552384">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552384</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163767_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779895" refname="GSM2163767"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163768_r1" accession="SRR3552385">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552385</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163768_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779896" refname="GSM2163768"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163769_r1" accession="SRR3552386">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552386</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163769_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779897" refname="GSM2163769"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163770_r1" accession="SRR3552387">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552387</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163770_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779898" refname="GSM2163770"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163771_r1" accession="SRR3552388">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552388</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163771_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779899" refname="GSM2163771"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163772_r1" accession="SRR3552389">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552389</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163772_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779900" refname="GSM2163772"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163773_r1" accession="SRR3552390">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552390</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163773_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779901" refname="GSM2163773"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163774_r1" accession="SRR3552391">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552391</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163774_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779902" refname="GSM2163774"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163775_r1" accession="SRR3552392">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552392</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163775_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779903" refname="GSM2163775"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163776_r1" accession="SRR3552393">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552393</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163776_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779904" refname="GSM2163776"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163777_r1" accession="SRR3552394">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552394</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163777_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779905" refname="GSM2163777"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163778_r1" accession="SRR3552395">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552395</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163778_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779906" refname="GSM2163778"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163779_r1" accession="SRR3552396">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552396</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163779_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779907" refname="GSM2163779"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163780_r1" accession="SRR3552397">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552397</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163780_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779908" refname="GSM2163780"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163781_r1" accession="SRR3552398">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552398</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163781_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779909" refname="GSM2163781"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163782_r1" accession="SRR3552399">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552399</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163782_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779910" refname="GSM2163782"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163783_r1" accession="SRR3552400">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552400</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163783_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779911" refname="GSM2163783"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163784_r1" accession="SRR3552401">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552401</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163784_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779912" refname="GSM2163784"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163785_r1" accession="SRR3552402">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552402</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163785_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779913" refname="GSM2163785"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163786_r1" accession="SRR3552403">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552403</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163786_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779914" refname="GSM2163786"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163787_r1" accession="SRR3552404">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552404</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163787_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779915" refname="GSM2163787"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163788_r1" accession="SRR3552405">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552405</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163788_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779916" refname="GSM2163788"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163789_r1" accession="SRR3552406">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552406</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163789_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779917" refname="GSM2163789"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163790_r1" accession="SRR3552407">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552407</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163790_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779918" refname="GSM2163790"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163791_r1" accession="SRR3552408">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552408</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163791_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779919" refname="GSM2163791"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163792_r1" accession="SRR3552409">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552409</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163792_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779920" refname="GSM2163792"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163793_r1" accession="SRR3552410">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552410</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163793_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779921" refname="GSM2163793"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163794_r1" accession="SRR3552411">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552411</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163794_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779922" refname="GSM2163794"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163795_r1" accession="SRR3552412">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552412</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163795_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779923" refname="GSM2163795"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163796_r1" accession="SRR3552413">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552413</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163796_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779924" refname="GSM2163796"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163797_r1" accession="SRR3552414">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552414</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163797_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779925" refname="GSM2163797"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163798_r1" accession="SRR3552415">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552415</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163798_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779926" refname="GSM2163798"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163799_r1" accession="SRR3552416">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552416</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163799_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779927" refname="GSM2163799"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163800_r1" accession="SRR3552417">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552417</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163800_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779928" refname="GSM2163800"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163801_r1" accession="SRR3552418">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552418</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163801_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779929" refname="GSM2163801"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163802_r1" accession="SRR3552419">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552419</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163802_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779930" refname="GSM2163802"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163803_r1" accession="SRR3552420">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552420</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163803_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779931" refname="GSM2163803"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163804_r1" accession="SRR3552421">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552421</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163804_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779932" refname="GSM2163804"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163805_r1" accession="SRR3552422">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552422</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163805_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779933" refname="GSM2163805"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163806_r1" accession="SRR3552423">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552423</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163806_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779934" refname="GSM2163806"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163807_r1" accession="SRR3552424">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552424</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163807_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779935" refname="GSM2163807"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163808_r1" accession="SRR3552425">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552425</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163808_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779936" refname="GSM2163808"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163809_r1" accession="SRR3552426">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552426</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163809_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779937" refname="GSM2163809"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163810_r1" accession="SRR3552427">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552427</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163810_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779938" refname="GSM2163810"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163811_r1" accession="SRR3552428">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552428</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163811_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779939" refname="GSM2163811"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163812_r1" accession="SRR3552429">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552429</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163812_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779940" refname="GSM2163812"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163813_r1" accession="SRR3552430">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552430</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163813_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779941" refname="GSM2163813"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163814_r1" accession="SRR3552431">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552431</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163814_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779942" refname="GSM2163814"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163815_r1" accession="SRR3552432">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552432</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163815_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779943" refname="GSM2163815"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163816_r1" accession="SRR3552433">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552433</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163816_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779944" refname="GSM2163816"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163817_r1" accession="SRR3552434">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552434</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163817_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779945" refname="GSM2163817"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163818_r1" accession="SRR3552435">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552435</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163818_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779946" refname="GSM2163818"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163819_r1" accession="SRR3552436">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552436</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163819_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779947" refname="GSM2163819"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163820_r1" accession="SRR3552437">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552437</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163820_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779948" refname="GSM2163820"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163821_r1" accession="SRR3552438">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552438</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163821_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779949" refname="GSM2163821"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163822_r1" accession="SRR3552439">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552439</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163822_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779950" refname="GSM2163822"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163823_r1" accession="SRR3552440">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552440</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163823_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779951" refname="GSM2163823"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163824_r1" accession="SRR3552441">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552441</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163824_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779952" refname="GSM2163824"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163825_r1" accession="SRR3552442">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552442</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163825_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779953" refname="GSM2163825"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163826_r1" accession="SRR3552443">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552443</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163826_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779954" refname="GSM2163826"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163827_r1" accession="SRR3552444">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552444</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163827_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779955" refname="GSM2163827"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163828_r1" accession="SRR3552445">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552445</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163828_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779956" refname="GSM2163828"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163829_r1" accession="SRR3552446">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552446</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163829_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779957" refname="GSM2163829"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163830_r1" accession="SRR3552447">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552447</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163830_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779958" refname="GSM2163830"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163831_r1" accession="SRR3552448">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552448</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163831_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779959" refname="GSM2163831"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163832_r1" accession="SRR3552449">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552449</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163832_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779960" refname="GSM2163832"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163833_r1" accession="SRR3552450">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552450</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163833_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779961" refname="GSM2163833"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163834_r1" accession="SRR3552451">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552451</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163834_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779962" refname="GSM2163834"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163835_r1" accession="SRR3552452">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552452</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163835_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779963" refname="GSM2163835"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163836_r1" accession="SRR3552453">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552453</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163836_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779964" refname="GSM2163836"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163837_r1" accession="SRR3552454">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552454</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163837_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779965" refname="GSM2163837"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163838_r1" accession="SRR3552455">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552455</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163838_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779966" refname="GSM2163838"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163839_r1" accession="SRR3552456">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552456</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163839_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779967" refname="GSM2163839"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163840_r1" accession="SRR3552457">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552457</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163840_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779968" refname="GSM2163840"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163841_r1" accession="SRR3552458">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552458</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163841_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779969" refname="GSM2163841"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163842_r1" accession="SRR3552459">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552459</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163842_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779970" refname="GSM2163842"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163843_r1" accession="SRR3552460">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552460</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163843_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779971" refname="GSM2163843"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163844_r1" accession="SRR3552461">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552461</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163844_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779972" refname="GSM2163844"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163845_r1" accession="SRR3552462">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552462</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163845_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779973" refname="GSM2163845"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163846_r1" accession="SRR3552463">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552463</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163846_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779974" refname="GSM2163846"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163847_r1" accession="SRR3552464">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552464</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163847_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779975" refname="GSM2163847"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163848_r1" accession="SRR3552465">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552465</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163848_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779976" refname="GSM2163848"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163849_r1" accession="SRR3552466">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552466</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163849_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779977" refname="GSM2163849"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163850_r1" accession="SRR3552467">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552467</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163850_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779978" refname="GSM2163850"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163851_r1" accession="SRR3552468">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552468</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163851_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779979" refname="GSM2163851"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163852_r1" accession="SRR3552469">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552469</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163852_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779980" refname="GSM2163852"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163853_r1" accession="SRR3552470">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552470</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163853_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779981" refname="GSM2163853"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163854_r1" accession="SRR3552471">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552471</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163854_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779982" refname="GSM2163854"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163855_r1" accession="SRR3552472">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552472</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163855_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779983" refname="GSM2163855"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163856_r1" accession="SRR3552473">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552473</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163856_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779984" refname="GSM2163856"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163857_r1" accession="SRR3552474">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552474</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163857_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779985" refname="GSM2163857"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163858_r1" accession="SRR3552475">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552475</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163858_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779986" refname="GSM2163858"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163859_r1" accession="SRR3552476">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552476</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163859_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779987" refname="GSM2163859"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163860_r1" accession="SRR3552477">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552477</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163860_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779988" refname="GSM2163860"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163861_r1" accession="SRR3552478">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552478</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163861_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779989" refname="GSM2163861"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163862_r1" accession="SRR3552479">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552479</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163862_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779990" refname="GSM2163862"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163863_r1" accession="SRR3552480">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552480</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163863_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779991" refname="GSM2163863"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163864_r1" accession="SRR3552481">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552481</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163864_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779992" refname="GSM2163864"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163865_r1" accession="SRR3552482">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552482</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163865_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779993" refname="GSM2163865"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163866_r1" accession="SRR3552483">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552483</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163866_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779994" refname="GSM2163866"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163867_r1" accession="SRR3552484">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552484</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163867_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779995" refname="GSM2163867"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163869_r1" accession="SRR3552485">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552485</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163869_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779996" refname="GSM2163869"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163872_r1" accession="SRR3552486">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552486</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163872_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779997" refname="GSM2163872"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163874_r1" accession="SRR3552487">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552487</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163874_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779998" refname="GSM2163874"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163876_r1" accession="SRR3552488">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552488</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163876_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1779999" refname="GSM2163876"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163878_r1" accession="SRR3552489">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552489</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163878_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780000" refname="GSM2163878"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163881_r1" accession="SRR3552490">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552490</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163881_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780001" refname="GSM2163881"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163883_r1" accession="SRR3552491">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552491</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163883_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780002" refname="GSM2163883"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163885_r1" accession="SRR3552492">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552492</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163885_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780003" refname="GSM2163885"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163887_r1" accession="SRR3552493">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552493</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163887_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780004" refname="GSM2163887"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163890_r1" accession="SRR3552494">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552494</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163890_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780005" refname="GSM2163890"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163892_r1" accession="SRR3552495">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552495</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163892_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780006" refname="GSM2163892"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163894_r1" accession="SRR3552496">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552496</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163894_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780007" refname="GSM2163894"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163896_r1" accession="SRR3552497">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552497</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163896_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780008" refname="GSM2163896"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163897_r1" accession="SRR3552498">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552498</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163897_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780009" refname="GSM2163897"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163898_r1" accession="SRR3552499">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552499</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163898_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780010" refname="GSM2163898"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163899_r1" accession="SRR3552500">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552500</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163899_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780011" refname="GSM2163899"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163900_r1" accession="SRR3552501">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552501</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163900_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780012" refname="GSM2163900"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163901_r1" accession="SRR3552502">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552502</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163901_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780013" refname="GSM2163901"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163902_r1" accession="SRR3552503">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552503</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163902_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780014" refname="GSM2163902"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163903_r1" accession="SRR3552504">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552504</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163903_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780015" refname="GSM2163903"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163904_r1" accession="SRR3552505">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552505</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163904_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780016" refname="GSM2163904"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163905_r1" accession="SRR3552506">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552506</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163905_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780017" refname="GSM2163905"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163906_r1" accession="SRR3552507">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552507</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163906_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780018" refname="GSM2163906"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163907_r1" accession="SRR3552508">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552508</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163907_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780019" refname="GSM2163907"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163908_r1" accession="SRR3552509">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552509</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163908_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780020" refname="GSM2163908"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163909_r1" accession="SRR3552510">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552510</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163909_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780021" refname="GSM2163909"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163910_r1" accession="SRR3552511">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552511</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163910_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780022" refname="GSM2163910"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163911_r1" accession="SRR3552512">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552512</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163911_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780023" refname="GSM2163911"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163912_r1" accession="SRR3552513">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552513</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163912_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780024" refname="GSM2163912"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163913_r1" accession="SRR3552514">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552514</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163913_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780025" refname="GSM2163913"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163914_r1" accession="SRR3552515">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552515</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163914_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780026" refname="GSM2163914"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163915_r1" accession="SRR3552516">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552516</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163915_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780027" refname="GSM2163915"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163916_r1" accession="SRR3552517">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552517</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163916_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780028" refname="GSM2163916"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163917_r1" accession="SRR3552518">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552518</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163917_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780029" refname="GSM2163917"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163918_r1" accession="SRR3552519">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552519</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163918_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780030" refname="GSM2163918"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163919_r1" accession="SRR3552520">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552520</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163919_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780031" refname="GSM2163919"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163920_r1" accession="SRR3552521">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552521</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163920_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780032" refname="GSM2163920"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163921_r1" accession="SRR3552522">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552522</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163921_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780033" refname="GSM2163921"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163922_r1" accession="SRR3552523">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552523</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163922_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780034" refname="GSM2163922"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163923_r1" accession="SRR3552524">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552524</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163923_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780035" refname="GSM2163923"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163924_r1" accession="SRR3552525">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552525</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163924_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780036" refname="GSM2163924"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163925_r1" accession="SRR3552526">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552526</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163925_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780037" refname="GSM2163925"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163926_r1" accession="SRR3552527">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552527</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163926_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780038" refname="GSM2163926"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163927_r1" accession="SRR3552528">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552528</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163927_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780039" refname="GSM2163927"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163928_r1" accession="SRR3552529">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552529</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163928_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780040" refname="GSM2163928"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163929_r1" accession="SRR3552530">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552530</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163929_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780041" refname="GSM2163929"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163930_r1" accession="SRR3552531">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552531</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163930_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780042" refname="GSM2163930"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163931_r1" accession="SRR3552532">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552532</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163931_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780043" refname="GSM2163931"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163932_r1" accession="SRR3552533">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552533</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163932_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780044" refname="GSM2163932"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163933_r1" accession="SRR3552534">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552534</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163933_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780045" refname="GSM2163933"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163934_r1" accession="SRR3552535">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552535</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163934_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780046" refname="GSM2163934"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163935_r1" accession="SRR3552536">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552536</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163935_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780047" refname="GSM2163935"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163936_r1" accession="SRR3552537">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552537</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163936_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780048" refname="GSM2163936"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163937_r1" accession="SRR3552538">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552538</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163937_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780049" refname="GSM2163937"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163938_r1" accession="SRR3552539">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552539</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163938_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780050" refname="GSM2163938"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163939_r1" accession="SRR3552540">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552540</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163939_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780051" refname="GSM2163939"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163940_r1" accession="SRR3552541">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552541</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163940_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780052" refname="GSM2163940"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163941_r1" accession="SRR3552542">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552542</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163941_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780053" refname="GSM2163941"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163942_r1" accession="SRR3552543">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552543</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163942_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780054" refname="GSM2163942"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163943_r1" accession="SRR3552544">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552544</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163943_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780055" refname="GSM2163943"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163944_r1" accession="SRR3552545">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552545</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163944_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780056" refname="GSM2163944"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163945_r1" accession="SRR3552546">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552546</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163945_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780057" refname="GSM2163945"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163946_r1" accession="SRR3552547">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552547</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163946_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780058" refname="GSM2163946"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163947_r1" accession="SRR3552548">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552548</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163947_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780059" refname="GSM2163947"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163948_r1" accession="SRR3552549">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552549</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163948_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780060" refname="GSM2163948"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163949_r1" accession="SRR3552550">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552550</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163949_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780061" refname="GSM2163949"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163950_r1" accession="SRR3552551">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552551</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163950_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780062" refname="GSM2163950"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163951_r1" accession="SRR3552552">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552552</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163951_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780063" refname="GSM2163951"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163952_r1" accession="SRR3552553">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552553</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163952_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780064" refname="GSM2163952"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163953_r1" accession="SRR3552554">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552554</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163953_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780065" refname="GSM2163953"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163954_r1" accession="SRR3552555">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552555</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163954_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780066" refname="GSM2163954"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163955_r1" accession="SRR3552556">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552556</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163955_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780067" refname="GSM2163955"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163956_r1" accession="SRR3552557">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552557</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163956_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780068" refname="GSM2163956"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163957_r1" accession="SRR3552558">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552558</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163957_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780069" refname="GSM2163957"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163958_r1" accession="SRR3552559">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552559</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163958_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780070" refname="GSM2163958"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163959_r1" accession="SRR3552560">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552560</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163959_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780071" refname="GSM2163959"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163960_r1" accession="SRR3552561">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552561</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163960_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780072" refname="GSM2163960"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163961_r1" accession="SRR3552562">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552562</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163961_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780073" refname="GSM2163961"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163962_r1" accession="SRR3552563">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552563</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163962_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780074" refname="GSM2163962"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163963_r1" accession="SRR3552564">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552564</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163963_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780075" refname="GSM2163963"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163964_r1" accession="SRR3552565">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552565</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163964_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780076" refname="GSM2163964"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163965_r1" accession="SRR3552566">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552566</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163965_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780077" refname="GSM2163965"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163966_r1" accession="SRR3552567">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552567</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163966_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780078" refname="GSM2163966"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163967_r1" accession="SRR3552568">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552568</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163967_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780079" refname="GSM2163967"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163968_r1" accession="SRR3552569">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552569</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163968_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780080" refname="GSM2163968"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163969_r1" accession="SRR3552570">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552570</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163969_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780081" refname="GSM2163969"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163970_r1" accession="SRR3552571">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552571</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163970_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780082" refname="GSM2163970"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163971_r1" accession="SRR3552572">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552572</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163971_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780083" refname="GSM2163971"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163972_r1" accession="SRR3552573">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552573</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163972_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780084" refname="GSM2163972"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163973_r1" accession="SRR3552574">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552574</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163973_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780085" refname="GSM2163973"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163974_r1" accession="SRR3552575">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552575</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163974_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780086" refname="GSM2163974"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163975_r1" accession="SRR3552576">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552576</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163975_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780087" refname="GSM2163975"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163976_r1" accession="SRR3552577">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552577</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163976_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780088" refname="GSM2163976"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163977_r1" accession="SRR3552578">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552578</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163977_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780089" refname="GSM2163977"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163978_r1" accession="SRR3552579">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552579</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163978_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780090" refname="GSM2163978"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163979_r1" accession="SRR3552580">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552580</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163979_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780091" refname="GSM2163979"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163980_r1" accession="SRR3552581">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552581</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163980_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780092" refname="GSM2163980"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163981_r1" accession="SRR3552582">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552582</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163981_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780093" refname="GSM2163981"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163982_r1" accession="SRR3552583">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552583</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163982_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780094" refname="GSM2163982"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163983_r1" accession="SRR3552584">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552584</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163983_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780095" refname="GSM2163983"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163984_r1" accession="SRR3552585">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552585</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163984_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780096" refname="GSM2163984"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163985_r1" accession="SRR3552586">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552586</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163985_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780097" refname="GSM2163985"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163986_r1" accession="SRR3552587">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552587</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163986_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780098" refname="GSM2163986"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163987_r1" accession="SRR3552588">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552588</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163987_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780099" refname="GSM2163987"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163988_r1" accession="SRR3552589">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552589</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163988_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780100" refname="GSM2163988"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163989_r1" accession="SRR3552590">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552590</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163989_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780101" refname="GSM2163989"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163990_r1" accession="SRR3552591">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552591</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163990_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780102" refname="GSM2163990"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163991_r1" accession="SRR3552592">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552592</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163991_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780103" refname="GSM2163991"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163992_r1" accession="SRR3552593">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552593</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163992_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780104" refname="GSM2163992"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163993_r1" accession="SRR3552594">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552594</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163993_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780105" refname="GSM2163993"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163994_r1" accession="SRR3552595">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552595</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163994_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780106" refname="GSM2163994"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163995_r1" accession="SRR3552596">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552596</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163995_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780107" refname="GSM2163995"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163996_r1" accession="SRR3552597">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552597</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163996_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780108" refname="GSM2163996"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163997_r1" accession="SRR3552598">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552598</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163997_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780109" refname="GSM2163997"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163998_r1" accession="SRR3552599">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552599</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163998_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780110" refname="GSM2163998"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2163999_r1" accession="SRR3552600">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552600</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2163999_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780111" refname="GSM2163999"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164000_r1" accession="SRR3552601">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552601</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164000_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780112" refname="GSM2164000"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164001_r1" accession="SRR3552602">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552602</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164001_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780113" refname="GSM2164001"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164002_r1" accession="SRR3552603">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552603</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164002_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780114" refname="GSM2164002"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164003_r1" accession="SRR3552604">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552604</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164003_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780115" refname="GSM2164003"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164004_r1" accession="SRR3552605">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552605</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164004_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780116" refname="GSM2164004"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164005_r1" accession="SRR3552606">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552606</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164005_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780117" refname="GSM2164005"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164006_r1" accession="SRR3552607">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552607</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164006_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780118" refname="GSM2164006"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164007_r1" accession="SRR3552608">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552608</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164007_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780119" refname="GSM2164007"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164008_r1" accession="SRR3552609">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552609</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164008_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780120" refname="GSM2164008"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164009_r1" accession="SRR3552610">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552610</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164009_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780121" refname="GSM2164009"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164010_r1" accession="SRR3552611">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552611</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164010_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780122" refname="GSM2164010"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164011_r1" accession="SRR3552612">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552612</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164011_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780123" refname="GSM2164011"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164012_r1" accession="SRR3552613">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552613</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164012_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780124" refname="GSM2164012"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164013_r1" accession="SRR3552614">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552614</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164013_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780125" refname="GSM2164013"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164014_r1" accession="SRR3552615">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552615</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164014_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780126" refname="GSM2164014"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164015_r1" accession="SRR3552616">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552616</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164015_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780127" refname="GSM2164015"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164016_r1" accession="SRR3552617">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552617</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164016_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780128" refname="GSM2164016"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164017_r1" accession="SRR3552618">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552618</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164017_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780129" refname="GSM2164017"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164018_r1" accession="SRR3552619">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552619</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164018_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780130" refname="GSM2164018"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164019_r1" accession="SRR3552620">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552620</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164019_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780131" refname="GSM2164019"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164020_r1" accession="SRR3552621">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552621</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164020_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780132" refname="GSM2164020"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164021_r1" accession="SRR3552622">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552622</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164021_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780133" refname="GSM2164021"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164022_r1" accession="SRR3552623">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552623</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164022_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780134" refname="GSM2164022"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164023_r1" accession="SRR3552624">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552624</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164023_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780135" refname="GSM2164023"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164024_r1" accession="SRR3552625">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552625</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164024_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780136" refname="GSM2164024"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164025_r1" accession="SRR3552626">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552626</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164025_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780137" refname="GSM2164025"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164026_r1" accession="SRR3552627">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552627</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164026_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780138" refname="GSM2164026"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164027_r1" accession="SRR3552628">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552628</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164027_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780139" refname="GSM2164027"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164028_r1" accession="SRR3552629">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552629</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164028_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780140" refname="GSM2164028"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164029_r1" accession="SRR3552630">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552630</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164029_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780141" refname="GSM2164029"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164030_r1" accession="SRR3552631">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552631</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164030_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780142" refname="GSM2164030"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164031_r1" accession="SRR3552632">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552632</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164031_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780143" refname="GSM2164031"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164032_r1" accession="SRR3552633">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552633</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164032_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780144" refname="GSM2164032"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164033_r1" accession="SRR3552634">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552634</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164033_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780145" refname="GSM2164033"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164034_r1" accession="SRR3552635">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552635</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164034_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780146" refname="GSM2164034"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164035_r1" accession="SRR3552636">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552636</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164035_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780147" refname="GSM2164035"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164036_r1" accession="SRR3552637">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552637</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164036_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780148" refname="GSM2164036"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164037_r1" accession="SRR3552638">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552638</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164037_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780149" refname="GSM2164037"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164038_r1" accession="SRR3552639">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552639</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164038_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780150" refname="GSM2164038"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164039_r1" accession="SRR3552640">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552640</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164039_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780151" refname="GSM2164039"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164040_r1" accession="SRR3552641">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552641</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164040_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780152" refname="GSM2164040"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164041_r1" accession="SRR3552642">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552642</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164041_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780153" refname="GSM2164041"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164042_r1" accession="SRR3552643">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552643</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164042_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780154" refname="GSM2164042"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164043_r1" accession="SRR3552644">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552644</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164043_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780155" refname="GSM2164043"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164044_r1" accession="SRR3552645">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552645</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164044_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780156" refname="GSM2164044"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164045_r1" accession="SRR3552646">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552646</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164045_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780157" refname="GSM2164045"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164046_r1" accession="SRR3552647">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552647</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164046_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780158" refname="GSM2164046"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164047_r1" accession="SRR3552648">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552648</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164047_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780159" refname="GSM2164047"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164048_r1" accession="SRR3552649">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552649</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164048_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780160" refname="GSM2164048"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164049_r1" accession="SRR3552650">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552650</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164049_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780161" refname="GSM2164049"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164050_r1" accession="SRR3552651">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552651</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164050_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780162" refname="GSM2164050"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164051_r1" accession="SRR3552652">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552652</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164051_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780163" refname="GSM2164051"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164052_r1" accession="SRR3552653">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552653</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164052_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780164" refname="GSM2164052"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164053_r1" accession="SRR3552654">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552654</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164053_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780165" refname="GSM2164053"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164054_r1" accession="SRR3552655">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552655</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164054_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780166" refname="GSM2164054"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164055_r1" accession="SRR3552656">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552656</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164055_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780167" refname="GSM2164055"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164056_r1" accession="SRR3552657">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552657</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164056_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780168" refname="GSM2164056"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164057_r1" accession="SRR3552658">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552658</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164057_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780169" refname="GSM2164057"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164058_r1" accession="SRR3552659">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552659</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164058_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780170" refname="GSM2164058"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164059_r1" accession="SRR3552660">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552660</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164059_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780171" refname="GSM2164059"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164060_r1" accession="SRR3552661">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552661</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164060_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780172" refname="GSM2164060"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164061_r1" accession="SRR3552662">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552662</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164061_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780173" refname="GSM2164061"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164062_r1" accession="SRR3552663">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552663</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164062_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780174" refname="GSM2164062"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164063_r1" accession="SRR3552664">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552664</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164063_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780175" refname="GSM2164063"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164064_r1" accession="SRR3552665">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552665</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164064_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780176" refname="GSM2164064"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164065_r1" accession="SRR3552666">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552666</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164065_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780177" refname="GSM2164065"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164066_r1" accession="SRR3552667">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552667</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164066_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780178" refname="GSM2164066"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164067_r1" accession="SRR3552668">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552668</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164067_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780179" refname="GSM2164067"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164068_r1" accession="SRR3552669">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552669</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164068_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780180" refname="GSM2164068"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164069_r1" accession="SRR3552670">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552670</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164069_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780181" refname="GSM2164069"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164070_r1" accession="SRR3552671">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552671</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164070_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780182" refname="GSM2164070"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164071_r1" accession="SRR3552672">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552672</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164071_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780183" refname="GSM2164071"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164072_r1" accession="SRR3552673">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552673</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164072_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780184" refname="GSM2164072"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164073_r1" accession="SRR3552674">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552674</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164073_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780185" refname="GSM2164073"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164074_r1" accession="SRR3552675">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552675</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164074_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780186" refname="GSM2164074"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164075_r1" accession="SRR3552676">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552676</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164075_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780187" refname="GSM2164075"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164076_r1" accession="SRR3552677">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552677</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164076_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780188" refname="GSM2164076"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164077_r1" accession="SRR3552678">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552678</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164077_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780189" refname="GSM2164077"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164078_r1" accession="SRR3552679">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552679</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164078_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780190" refname="GSM2164078"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164079_r1" accession="SRR3552680">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552680</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164079_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780191" refname="GSM2164079"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164080_r1" accession="SRR3552681">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552681</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164080_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780192" refname="GSM2164080"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164081_r1" accession="SRR3552682">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552682</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164081_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780193" refname="GSM2164081"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164082_r1" accession="SRR3552683">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552683</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164082_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780194" refname="GSM2164082"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164083_r1" accession="SRR3552684">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552684</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164083_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780195" refname="GSM2164083"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164084_r1" accession="SRR3552685">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552685</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164084_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780196" refname="GSM2164084"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164085_r1" accession="SRR3552686">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552686</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164085_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780197" refname="GSM2164085"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164086_r1" accession="SRR3552687">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552687</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164086_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780198" refname="GSM2164086"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164087_r1" accession="SRR3552688">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552688</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164087_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780199" refname="GSM2164087"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164088_r1" accession="SRR3552689">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552689</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164088_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780200" refname="GSM2164088"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164089_r1" accession="SRR3552690">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552690</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164089_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780201" refname="GSM2164089"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164090_r1" accession="SRR3552691">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552691</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164090_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780202" refname="GSM2164090"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164091_r1" accession="SRR3552692">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552692</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164091_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780203" refname="GSM2164091"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164092_r1" accession="SRR3552693">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552693</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164092_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780204" refname="GSM2164092"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164093_r1" accession="SRR3552694">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552694</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164093_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780205" refname="GSM2164093"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164094_r1" accession="SRR3552695">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552695</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164094_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780206" refname="GSM2164094"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164095_r1" accession="SRR3552696">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552696</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164095_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780207" refname="GSM2164095"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164096_r1" accession="SRR3552697">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552697</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164096_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780208" refname="GSM2164096"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164097_r1" accession="SRR3552698">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552698</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164097_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780209" refname="GSM2164097"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164098_r1" accession="SRR3552699">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552699</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164098_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780210" refname="GSM2164098"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164099_r1" accession="SRR3552700">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552700</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164099_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780211" refname="GSM2164099"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164100_r1" accession="SRR3552701">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552701</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164100_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780212" refname="GSM2164100"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164101_r1" accession="SRR3552702">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552702</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164101_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780213" refname="GSM2164101"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164102_r1" accession="SRR3552703">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552703</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164102_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780214" refname="GSM2164102"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164103_r1" accession="SRR3552704">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552704</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164103_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780215" refname="GSM2164103"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164104_r1" accession="SRR3552705">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552705</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164104_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780216" refname="GSM2164104"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164105_r1" accession="SRR3552706">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552706</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164105_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780217" refname="GSM2164105"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164106_r1" accession="SRR3552707">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552707</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164106_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780218" refname="GSM2164106"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164107_r1" accession="SRR3552708">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552708</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164107_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780219" refname="GSM2164107"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164108_r1" accession="SRR3552709">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552709</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164108_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780220" refname="GSM2164108"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164109_r1" accession="SRR3552710">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552710</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164109_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780221" refname="GSM2164109"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164110_r1" accession="SRR3552711">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552711</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164110_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780222" refname="GSM2164110"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164111_r1" accession="SRR3552712">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552712</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164111_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780223" refname="GSM2164111"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164112_r1" accession="SRR3552713">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552713</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164112_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780224" refname="GSM2164112"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164113_r1" accession="SRR3552714">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552714</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164113_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780225" refname="GSM2164113"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164114_r1" accession="SRR3552715">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552715</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164114_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780226" refname="GSM2164114"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164115_r1" accession="SRR3552716">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552716</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164115_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780227" refname="GSM2164115"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164116_r1" accession="SRR3552717">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552717</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164116_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780228" refname="GSM2164116"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164117_r1" accession="SRR3552718">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552718</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164117_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780229" refname="GSM2164117"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164118_r1" accession="SRR3552719">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552719</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164118_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780230" refname="GSM2164118"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164119_r1" accession="SRR3552720">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552720</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164119_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780231" refname="GSM2164119"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164120_r1" accession="SRR3552721">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552721</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164120_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780232" refname="GSM2164120"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164121_r1" accession="SRR3552722">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552722</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164121_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780233" refname="GSM2164121"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164122_r1" accession="SRR3552723">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552723</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164122_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780234" refname="GSM2164122"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164123_r1" accession="SRR3552724">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552724</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164123_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780235" refname="GSM2164123"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164124_r1" accession="SRR3552725">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552725</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164124_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780236" refname="GSM2164124"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164125_r1" accession="SRR3552726">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552726</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164125_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780237" refname="GSM2164125"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164126_r1" accession="SRR3552727">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552727</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164126_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780238" refname="GSM2164126"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164127_r1" accession="SRR3552728">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552728</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164127_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780239" refname="GSM2164127"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164128_r1" accession="SRR3552729">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552729</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164128_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780240" refname="GSM2164128"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164129_r1" accession="SRR3552730">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552730</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164129_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780241" refname="GSM2164129"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164129_r2" accession="SRR3552731">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552731</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164129_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780241" refname="GSM2164129"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164130_r1" accession="SRR3552732">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552732</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164130_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780242" refname="GSM2164130"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164130_r2" accession="SRR3552733">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552733</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164130_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780242" refname="GSM2164130"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164131_r1" accession="SRR3552734">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552734</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164131_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780243" refname="GSM2164131"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164131_r2" accession="SRR3552735">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552735</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164131_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780243" refname="GSM2164131"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164132_r1" accession="SRR3552736">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552736</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164132_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780244" refname="GSM2164132"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164132_r2" accession="SRR3552737">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552737</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164132_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780244" refname="GSM2164132"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164133_r1" accession="SRR3552738">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552738</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164133_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780245" refname="GSM2164133"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164133_r2" accession="SRR3552739">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552739</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164133_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780245" refname="GSM2164133"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164134_r1" accession="SRR3552740">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552740</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164134_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780246" refname="GSM2164134"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164134_r2" accession="SRR3552741">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552741</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164134_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780246" refname="GSM2164134"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164135_r1" accession="SRR3552742">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552742</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164135_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780247" refname="GSM2164135"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164135_r2" accession="SRR3552743">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552743</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164135_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780247" refname="GSM2164135"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164136_r1" accession="SRR3552744">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552744</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164136_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780248" refname="GSM2164136"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164136_r2" accession="SRR3552745">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552745</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164136_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780248" refname="GSM2164136"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164137_r1" accession="SRR3552746">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552746</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164137_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780249" refname="GSM2164137"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164137_r2" accession="SRR3552747">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552747</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164137_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780249" refname="GSM2164137"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164138_r1" accession="SRR3552748">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552748</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164138_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780250" refname="GSM2164138"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164138_r2" accession="SRR3552749">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552749</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164138_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780250" refname="GSM2164138"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164139_r1" accession="SRR3552750">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552750</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164139_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780251" refname="GSM2164139"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164139_r2" accession="SRR3552751">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552751</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164139_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780251" refname="GSM2164139"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164140_r1" accession="SRR3552752">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552752</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164140_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780252" refname="GSM2164140"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164140_r2" accession="SRR3552753">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552753</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164140_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780252" refname="GSM2164140"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164141_r1" accession="SRR3552754">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552754</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164141_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780253" refname="GSM2164141"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164141_r2" accession="SRR3552755">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552755</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164141_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780253" refname="GSM2164141"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164142_r1" accession="SRR3552756">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552756</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164142_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780254" refname="GSM2164142"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164142_r2" accession="SRR3552757">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552757</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164142_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780254" refname="GSM2164142"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164143_r1" accession="SRR3552758">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552758</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164143_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780255" refname="GSM2164143"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164143_r2" accession="SRR3552759">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552759</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164143_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780255" refname="GSM2164143"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164144_r1" accession="SRR3552760">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552760</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164144_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780256" refname="GSM2164144"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164144_r2" accession="SRR3552761">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552761</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164144_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780256" refname="GSM2164144"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164145_r1" accession="SRR3552762">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552762</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164145_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780257" refname="GSM2164145"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164145_r2" accession="SRR3552763">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552763</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164145_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780257" refname="GSM2164145"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164146_r1" accession="SRR3552764">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552764</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164146_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780258" refname="GSM2164146"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164146_r2" accession="SRR3552765">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552765</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164146_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780258" refname="GSM2164146"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164147_r1" accession="SRR3552766">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552766</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164147_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780259" refname="GSM2164147"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164147_r2" accession="SRR3552767">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552767</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164147_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780259" refname="GSM2164147"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164148_r1" accession="SRR3552768">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552768</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164148_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780260" refname="GSM2164148"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164148_r2" accession="SRR3552769">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552769</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164148_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780260" refname="GSM2164148"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164149_r1" accession="SRR3552770">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552770</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164149_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780261" refname="GSM2164149"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164149_r2" accession="SRR3552771">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552771</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164149_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780261" refname="GSM2164149"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164150_r1" accession="SRR3552772">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552772</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164150_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780262" refname="GSM2164150"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164150_r2" accession="SRR3552773">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552773</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164150_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780262" refname="GSM2164150"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164151_r1" accession="SRR3552774">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552774</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164151_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780263" refname="GSM2164151"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164151_r2" accession="SRR3552775">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552775</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164151_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780263" refname="GSM2164151"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164152_r1" accession="SRR3552776">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552776</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164152_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780264" refname="GSM2164152"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164152_r2" accession="SRR3552777">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552777</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164152_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780264" refname="GSM2164152"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164153_r1" accession="SRR3552778">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552778</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164153_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780265" refname="GSM2164153"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164153_r2" accession="SRR3552779">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552779</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164153_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780265" refname="GSM2164153"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164154_r1" accession="SRR3552780">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552780</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164154_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780266" refname="GSM2164154"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164154_r2" accession="SRR3552781">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552781</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164154_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780266" refname="GSM2164154"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164155_r1" accession="SRR3552782">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552782</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164155_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780267" refname="GSM2164155"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164155_r2" accession="SRR3552783">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552783</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164155_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780267" refname="GSM2164155"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164156_r1" accession="SRR3552784">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552784</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164156_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780268" refname="GSM2164156"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164156_r2" accession="SRR3552785">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552785</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164156_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780268" refname="GSM2164156"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164157_r1" accession="SRR3552786">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552786</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164157_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780269" refname="GSM2164157"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164157_r2" accession="SRR3552787">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552787</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164157_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780269" refname="GSM2164157"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164158_r1" accession="SRR3552788">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552788</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164158_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780270" refname="GSM2164158"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164158_r2" accession="SRR3552789">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552789</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164158_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780270" refname="GSM2164158"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164159_r1" accession="SRR3552790">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552790</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164159_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780271" refname="GSM2164159"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164159_r2" accession="SRR3552791">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552791</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164159_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780271" refname="GSM2164159"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164160_r1" accession="SRR3552792">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552792</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164160_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780272" refname="GSM2164160"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164160_r2" accession="SRR3552793">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552793</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164160_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780272" refname="GSM2164160"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164161_r1" accession="SRR3552794">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552794</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164161_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780273" refname="GSM2164161"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164161_r2" accession="SRR3552795">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552795</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164161_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780273" refname="GSM2164161"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164162_r1" accession="SRR3552796">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552796</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164162_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780274" refname="GSM2164162"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164162_r2" accession="SRR3552797">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552797</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164162_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780274" refname="GSM2164162"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164163_r1" accession="SRR3552798">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552798</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164163_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780275" refname="GSM2164163"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164163_r2" accession="SRR3552799">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552799</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164163_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780275" refname="GSM2164163"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164164_r1" accession="SRR3552800">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552800</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164164_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780276" refname="GSM2164164"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164164_r2" accession="SRR3552801">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552801</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164164_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780276" refname="GSM2164164"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164165_r1" accession="SRR3552802">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552802</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164165_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780277" refname="GSM2164165"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164165_r2" accession="SRR3552803">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552803</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164165_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780277" refname="GSM2164165"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164166_r1" accession="SRR3552804">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552804</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164166_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780278" refname="GSM2164166"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164166_r2" accession="SRR3552805">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552805</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164166_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780278" refname="GSM2164166"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164167_r1" accession="SRR3552806">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552806</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164167_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780279" refname="GSM2164167"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164167_r2" accession="SRR3552807">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552807</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164167_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780279" refname="GSM2164167"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164168_r1" accession="SRR3552808">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552808</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164168_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780280" refname="GSM2164168"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164168_r2" accession="SRR3552809">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552809</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164168_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780280" refname="GSM2164168"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164169_r1" accession="SRR3552810">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552810</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164169_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780281" refname="GSM2164169"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164169_r2" accession="SRR3552811">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552811</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164169_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780281" refname="GSM2164169"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164170_r1" accession="SRR3552812">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552812</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164170_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780282" refname="GSM2164170"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164170_r2" accession="SRR3552813">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552813</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164170_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780282" refname="GSM2164170"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164171_r1" accession="SRR3552814">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552814</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164171_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780283" refname="GSM2164171"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164171_r2" accession="SRR3552815">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552815</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164171_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780283" refname="GSM2164171"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164172_r1" accession="SRR3552816">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552816</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164172_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780284" refname="GSM2164172"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164172_r2" accession="SRR3552817">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552817</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164172_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780284" refname="GSM2164172"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164173_r1" accession="SRR3552818">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552818</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164173_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780285" refname="GSM2164173"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164173_r2" accession="SRR3552819">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552819</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164173_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780285" refname="GSM2164173"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164174_r1" accession="SRR3552820">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552820</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164174_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780286" refname="GSM2164174"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164174_r2" accession="SRR3552821">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552821</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164174_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780286" refname="GSM2164174"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164175_r1" accession="SRR3552822">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552822</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164175_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780287" refname="GSM2164175"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164175_r2" accession="SRR3552823">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552823</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164175_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780287" refname="GSM2164175"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164176_r1" accession="SRR3552824">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552824</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164176_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780288" refname="GSM2164176"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164176_r2" accession="SRR3552825">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552825</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164176_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780288" refname="GSM2164176"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164177_r1" accession="SRR3552826">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552826</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164177_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780289" refname="GSM2164177"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164177_r2" accession="SRR3552827">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552827</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164177_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780289" refname="GSM2164177"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164178_r1" accession="SRR3552828">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552828</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164178_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780290" refname="GSM2164178"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164178_r2" accession="SRR3552829">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552829</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164178_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780290" refname="GSM2164178"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164179_r1" accession="SRR3552830">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552830</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164179_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780291" refname="GSM2164179"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164179_r2" accession="SRR3552831">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552831</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164179_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780291" refname="GSM2164179"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164180_r1" accession="SRR3552832">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552832</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164180_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780292" refname="GSM2164180"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164180_r2" accession="SRR3552833">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552833</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164180_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780292" refname="GSM2164180"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164181_r1" accession="SRR3552834">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552834</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164181_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780293" refname="GSM2164181"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164181_r2" accession="SRR3552835">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552835</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164181_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780293" refname="GSM2164181"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164182_r1" accession="SRR3552836">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552836</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164182_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780294" refname="GSM2164182"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164182_r2" accession="SRR3552837">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552837</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164182_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780294" refname="GSM2164182"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164183_r1" accession="SRR3552838">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552838</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164183_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780295" refname="GSM2164183"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164183_r2" accession="SRR3552839">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552839</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164183_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780295" refname="GSM2164183"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164184_r1" accession="SRR3552840">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552840</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164184_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780296" refname="GSM2164184"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164184_r2" accession="SRR3552841">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552841</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164184_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780296" refname="GSM2164184"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164185_r1" accession="SRR3552842">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552842</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164185_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780297" refname="GSM2164185"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164185_r2" accession="SRR3552843">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552843</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164185_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780297" refname="GSM2164185"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164186_r1" accession="SRR3552844">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552844</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164186_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780298" refname="GSM2164186"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164186_r2" accession="SRR3552845">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552845</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164186_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780298" refname="GSM2164186"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164187_r1" accession="SRR3552846">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552846</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164187_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780299" refname="GSM2164187"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164187_r2" accession="SRR3552847">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552847</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164187_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780299" refname="GSM2164187"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164188_r1" accession="SRR3552848">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552848</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164188_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780300" refname="GSM2164188"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164188_r2" accession="SRR3552849">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552849</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164188_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780300" refname="GSM2164188"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164189_r1" accession="SRR3552850">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552850</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164189_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780301" refname="GSM2164189"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164189_r2" accession="SRR3552851">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552851</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164189_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780301" refname="GSM2164189"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164190_r1" accession="SRR3552852">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552852</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164190_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780302" refname="GSM2164190"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164190_r2" accession="SRR3552853">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552853</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164190_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780302" refname="GSM2164190"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164191_r1" accession="SRR3552854">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552854</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164191_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780303" refname="GSM2164191"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164191_r2" accession="SRR3552855">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552855</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164191_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780303" refname="GSM2164191"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164192_r1" accession="SRR3552856">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552856</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164192_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780304" refname="GSM2164192"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164192_r2" accession="SRR3552857">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552857</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164192_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780304" refname="GSM2164192"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164193_r1" accession="SRR3552858">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552858</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164193_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780305" refname="GSM2164193"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164193_r2" accession="SRR3552859">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552859</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164193_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780305" refname="GSM2164193"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164194_r1" accession="SRR3552860">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552860</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164194_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780306" refname="GSM2164194"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164194_r2" accession="SRR3552861">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552861</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164194_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780306" refname="GSM2164194"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164195_r1" accession="SRR3552862">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552862</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164195_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780307" refname="GSM2164195"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164195_r2" accession="SRR3552863">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552863</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164195_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780307" refname="GSM2164195"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164196_r1" accession="SRR3552864">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552864</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164196_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780308" refname="GSM2164196"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164196_r2" accession="SRR3552865">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552865</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164196_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780308" refname="GSM2164196"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164197_r1" accession="SRR3552866">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552866</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164197_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780309" refname="GSM2164197"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164197_r2" accession="SRR3552867">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552867</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164197_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780309" refname="GSM2164197"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164198_r1" accession="SRR3552868">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552868</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164198_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780310" refname="GSM2164198"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164198_r2" accession="SRR3552869">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552869</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164198_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780310" refname="GSM2164198"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164199_r1" accession="SRR3552870">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552870</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164199_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780311" refname="GSM2164199"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164199_r2" accession="SRR3552871">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552871</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164199_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780311" refname="GSM2164199"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164200_r1" accession="SRR3552872">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552872</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164200_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780312" refname="GSM2164200"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164200_r2" accession="SRR3552873">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552873</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164200_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780312" refname="GSM2164200"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164201_r1" accession="SRR3552874">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552874</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164201_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780313" refname="GSM2164201"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164201_r2" accession="SRR3552875">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552875</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164201_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780313" refname="GSM2164201"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164202_r1" accession="SRR3552876">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552876</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164202_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780314" refname="GSM2164202"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164202_r2" accession="SRR3552877">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552877</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164202_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780314" refname="GSM2164202"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164203_r1" accession="SRR3552878">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552878</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164203_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780315" refname="GSM2164203"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164203_r2" accession="SRR3552879">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552879</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164203_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780315" refname="GSM2164203"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164204_r1" accession="SRR3552880">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552880</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164204_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780316" refname="GSM2164204"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164204_r2" accession="SRR3552881">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552881</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164204_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780316" refname="GSM2164204"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164205_r1" accession="SRR3552882">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552882</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164205_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780317" refname="GSM2164205"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164205_r2" accession="SRR3552883">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552883</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164205_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780317" refname="GSM2164205"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164206_r1" accession="SRR3552884">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552884</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164206_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780318" refname="GSM2164206"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164206_r2" accession="SRR3552885">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552885</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164206_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780318" refname="GSM2164206"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164207_r1" accession="SRR3552886">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552886</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164207_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780319" refname="GSM2164207"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164207_r2" accession="SRR3552887">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552887</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164207_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780319" refname="GSM2164207"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164208_r1" accession="SRR3552888">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552888</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164208_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780320" refname="GSM2164208"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164208_r2" accession="SRR3552889">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552889</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164208_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780320" refname="GSM2164208"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164209_r1" accession="SRR3552890">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552890</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164209_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780321" refname="GSM2164209"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164209_r2" accession="SRR3552891">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552891</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164209_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780321" refname="GSM2164209"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164210_r1" accession="SRR3552892">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552892</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164210_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780322" refname="GSM2164210"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164210_r2" accession="SRR3552893">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552893</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164210_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780322" refname="GSM2164210"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164211_r1" accession="SRR3552894">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552894</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164211_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780323" refname="GSM2164211"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164211_r2" accession="SRR3552895">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552895</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164211_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780323" refname="GSM2164211"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164212_r1" accession="SRR3552896">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552896</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164212_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780324" refname="GSM2164212"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164212_r2" accession="SRR3552897">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552897</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164212_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780324" refname="GSM2164212"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164213_r1" accession="SRR3552898">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552898</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164213_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780325" refname="GSM2164213"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164213_r2" accession="SRR3552899">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552899</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164213_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780325" refname="GSM2164213"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164214_r1" accession="SRR3552900">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552900</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164214_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780326" refname="GSM2164214"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164214_r2" accession="SRR3552901">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552901</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164214_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780326" refname="GSM2164214"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164215_r1" accession="SRR3552902">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552902</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164215_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780327" refname="GSM2164215"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164215_r2" accession="SRR3552903">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552903</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164215_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780327" refname="GSM2164215"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164216_r1" accession="SRR3552904">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552904</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164216_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780328" refname="GSM2164216"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164216_r2" accession="SRR3552905">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552905</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164216_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780328" refname="GSM2164216"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164217_r1" accession="SRR3552906">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552906</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164217_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780329" refname="GSM2164217"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164217_r2" accession="SRR3552907">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552907</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164217_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780329" refname="GSM2164217"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164218_r1" accession="SRR3552908">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552908</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164218_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780330" refname="GSM2164218"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164218_r2" accession="SRR3552909">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552909</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164218_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780330" refname="GSM2164218"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164219_r1" accession="SRR3552910">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552910</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164219_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780331" refname="GSM2164219"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164219_r2" accession="SRR3552911">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552911</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164219_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780331" refname="GSM2164219"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164220_r1" accession="SRR3552912">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552912</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164220_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780332" refname="GSM2164220"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164220_r2" accession="SRR3552913">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552913</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164220_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780332" refname="GSM2164220"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164221_r1" accession="SRR3552914">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552914</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164221_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780333" refname="GSM2164221"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164221_r2" accession="SRR3552915">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552915</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164221_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780333" refname="GSM2164221"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164222_r1" accession="SRR3552916">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552916</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164222_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780334" refname="GSM2164222"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164222_r2" accession="SRR3552917">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552917</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164222_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780334" refname="GSM2164222"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164223_r1" accession="SRR3552918">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552918</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164223_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780335" refname="GSM2164223"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164223_r2" accession="SRR3552919">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552919</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164223_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780335" refname="GSM2164223"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164224_r1" accession="SRR3552920">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552920</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164224_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780336" refname="GSM2164224"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164224_r2" accession="SRR3552921">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552921</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164224_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780336" refname="GSM2164224"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164225_r1" accession="SRR3552922">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552922</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164225_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780337" refname="GSM2164225"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164225_r2" accession="SRR3552923">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552923</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164225_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780337" refname="GSM2164225"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164226_r1" accession="SRR3552924">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552924</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164226_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780338" refname="GSM2164226"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164226_r2" accession="SRR3552925">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552925</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164226_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780338" refname="GSM2164226"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164227_r1" accession="SRR3552926">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552926</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164227_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780339" refname="GSM2164227"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164227_r2" accession="SRR3552927">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552927</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164227_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780339" refname="GSM2164227"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164228_r1" accession="SRR3552928">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552928</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164228_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780340" refname="GSM2164228"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164228_r2" accession="SRR3552929">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552929</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164228_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780340" refname="GSM2164228"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164229_r1" accession="SRR3552930">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552930</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164229_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780341" refname="GSM2164229"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164229_r2" accession="SRR3552931">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552931</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164229_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780341" refname="GSM2164229"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164230_r1" accession="SRR3552932">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552932</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164230_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780342" refname="GSM2164230"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164230_r2" accession="SRR3552933">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552933</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164230_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780342" refname="GSM2164230"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164231_r1" accession="SRR3552934">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552934</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164231_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780343" refname="GSM2164231"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164231_r2" accession="SRR3552935">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552935</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164231_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780343" refname="GSM2164231"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164232_r1" accession="SRR3552936">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552936</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164232_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780344" refname="GSM2164232"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164232_r2" accession="SRR3552937">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552937</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164232_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780344" refname="GSM2164232"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164233_r1" accession="SRR3552938">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552938</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164233_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780345" refname="GSM2164233"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164233_r2" accession="SRR3552939">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552939</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164233_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780345" refname="GSM2164233"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164234_r1" accession="SRR3552940">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552940</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164234_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780346" refname="GSM2164234"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164234_r2" accession="SRR3552941">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552941</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164234_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780346" refname="GSM2164234"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164235_r1" accession="SRR3552942">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552942</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164235_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780347" refname="GSM2164235"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164235_r2" accession="SRR3552943">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552943</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164235_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780347" refname="GSM2164235"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164236_r1" accession="SRR3552944">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552944</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164236_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780348" refname="GSM2164236"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164236_r2" accession="SRR3552945">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552945</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164236_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780348" refname="GSM2164236"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164237_r1" accession="SRR3552946">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552946</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164237_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780349" refname="GSM2164237"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164237_r2" accession="SRR3552947">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552947</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164237_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780349" refname="GSM2164237"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164238_r1" accession="SRR3552948">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552948</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164238_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780350" refname="GSM2164238"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164238_r2" accession="SRR3552949">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552949</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164238_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780350" refname="GSM2164238"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164239_r1" accession="SRR3552950">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552950</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164239_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780351" refname="GSM2164239"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164239_r2" accession="SRR3552951">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552951</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164239_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780351" refname="GSM2164239"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164240_r1" accession="SRR3552952">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552952</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164240_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780352" refname="GSM2164240"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164240_r2" accession="SRR3552953">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552953</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164240_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780352" refname="GSM2164240"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164241_r1" accession="SRR3552954">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552954</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164241_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780353" refname="GSM2164241"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164241_r2" accession="SRR3552955">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552955</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164241_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780353" refname="GSM2164241"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164242_r1" accession="SRR3552956">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552956</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164242_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780354" refname="GSM2164242"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164242_r2" accession="SRR3552957">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552957</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164242_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780354" refname="GSM2164242"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164243_r1" accession="SRR3552958">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552958</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164243_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780355" refname="GSM2164243"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164243_r2" accession="SRR3552959">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552959</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164243_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780355" refname="GSM2164243"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164244_r1" accession="SRR3552960">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552960</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164244_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780356" refname="GSM2164244"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164244_r2" accession="SRR3552961">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552961</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164244_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780356" refname="GSM2164244"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164245_r1" accession="SRR3552962">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552962</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164245_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780357" refname="GSM2164245"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164245_r2" accession="SRR3552963">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552963</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164245_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780357" refname="GSM2164245"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164246_r1" accession="SRR3552964">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552964</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164246_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780358" refname="GSM2164246"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164246_r2" accession="SRR3552965">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552965</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164246_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780358" refname="GSM2164246"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164247_r1" accession="SRR3552966">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552966</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164247_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780359" refname="GSM2164247"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164247_r2" accession="SRR3552967">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552967</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164247_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780359" refname="GSM2164247"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164248_r1" accession="SRR3552968">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552968</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164248_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780360" refname="GSM2164248"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164248_r2" accession="SRR3552969">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552969</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164248_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780360" refname="GSM2164248"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164249_r1" accession="SRR3552970">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552970</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164249_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780361" refname="GSM2164249"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164249_r2" accession="SRR3552971">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552971</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164249_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780361" refname="GSM2164249"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164250_r1" accession="SRR3552972">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552972</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164250_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780362" refname="GSM2164250"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164250_r2" accession="SRR3552973">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552973</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164250_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780362" refname="GSM2164250"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164251_r1" accession="SRR3552974">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552974</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164251_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780363" refname="GSM2164251"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164251_r2" accession="SRR3552975">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552975</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164251_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780363" refname="GSM2164251"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164252_r1" accession="SRR3552976">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552976</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164252_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780364" refname="GSM2164252"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164252_r2" accession="SRR3552977">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552977</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164252_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780364" refname="GSM2164252"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164253_r1" accession="SRR3552978">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552978</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164253_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780365" refname="GSM2164253"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164253_r2" accession="SRR3552979">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552979</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164253_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780365" refname="GSM2164253"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164254_r1" accession="SRR3552980">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552980</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164254_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780366" refname="GSM2164254"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164254_r2" accession="SRR3552981">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552981</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164254_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780366" refname="GSM2164254"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164255_r1" accession="SRR3552982">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552982</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164255_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780367" refname="GSM2164255"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164255_r2" accession="SRR3552983">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552983</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164255_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780367" refname="GSM2164255"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164256_r1" accession="SRR3552984">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552984</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164256_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780368" refname="GSM2164256"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164256_r2" accession="SRR3552985">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552985</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164256_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780368" refname="GSM2164256"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164257_r1" accession="SRR3552986">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552986</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164257_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780369" refname="GSM2164257"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164257_r2" accession="SRR3552987">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552987</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164257_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780369" refname="GSM2164257"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164258_r1" accession="SRR3552988">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552988</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164258_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780370" refname="GSM2164258"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164258_r2" accession="SRR3552989">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552989</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164258_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780370" refname="GSM2164258"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164259_r1" accession="SRR3552990">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552990</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164259_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780371" refname="GSM2164259"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164259_r2" accession="SRR3552991">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552991</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164259_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780371" refname="GSM2164259"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164260_r1" accession="SRR3552992">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552992</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164260_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780372" refname="GSM2164260"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164260_r2" accession="SRR3552993">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552993</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164260_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780372" refname="GSM2164260"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164261_r1" accession="SRR3552994">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552994</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164261_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780373" refname="GSM2164261"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164261_r2" accession="SRR3552995">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552995</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164261_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780373" refname="GSM2164261"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164262_r1" accession="SRR3552996">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552996</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164262_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780374" refname="GSM2164262"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164262_r2" accession="SRR3552997">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552997</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164262_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780374" refname="GSM2164262"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164263_r1" accession="SRR3552998">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552998</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164263_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780375" refname="GSM2164263"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164263_r2" accession="SRR3552999">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3552999</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164263_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780375" refname="GSM2164263"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164264_r1" accession="SRR3553000">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553000</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164264_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780376" refname="GSM2164264"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164265_r1" accession="SRR3553001">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553001</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164265_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780377" refname="GSM2164265"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164266_r1" accession="SRR3553002">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553002</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164266_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780378" refname="GSM2164266"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164267_r1" accession="SRR3553003">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553003</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164267_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780379" refname="GSM2164267"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164268_r1" accession="SRR3553004">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553004</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164268_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780380" refname="GSM2164268"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164269_r1" accession="SRR3553005">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553005</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164269_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780381" refname="GSM2164269"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164270_r1" accession="SRR3553006">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553006</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164270_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780382" refname="GSM2164270"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164271_r1" accession="SRR3553007">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553007</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164271_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780383" refname="GSM2164271"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164272_r1" accession="SRR3553008">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553008</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164272_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780384" refname="GSM2164272"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164273_r1" accession="SRR3553009">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553009</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164273_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780385" refname="GSM2164273"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164273_r2" accession="SRR3553010">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553010</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164273_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780385" refname="GSM2164273"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164274_r1" accession="SRR3553011">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553011</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164274_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780386" refname="GSM2164274"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164274_r2" accession="SRR3553012">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553012</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164274_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780386" refname="GSM2164274"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164275_r1" accession="SRR3553013">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553013</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164275_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780387" refname="GSM2164275"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164275_r2" accession="SRR3553014">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553014</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164275_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780387" refname="GSM2164275"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164276_r1" accession="SRR3553015">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553015</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164276_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780388" refname="GSM2164276"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164276_r2" accession="SRR3553016">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553016</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164276_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780388" refname="GSM2164276"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164277_r1" accession="SRR3553017">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553017</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164277_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780389" refname="GSM2164277"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164277_r2" accession="SRR3553018">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553018</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164277_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780389" refname="GSM2164277"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164278_r1" accession="SRR3553019">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553019</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164278_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780390" refname="GSM2164278"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164278_r2" accession="SRR3553020">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553020</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164278_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780390" refname="GSM2164278"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164279_r1" accession="SRR3553021">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553021</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164279_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780391" refname="GSM2164279"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164279_r2" accession="SRR3553022">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553022</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164279_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780391" refname="GSM2164279"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164280_r1" accession="SRR3553023">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553023</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164280_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780392" refname="GSM2164280"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164280_r2" accession="SRR3553024">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553024</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164280_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780392" refname="GSM2164280"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164281_r1" accession="SRR3553025">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553025</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164281_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780393" refname="GSM2164281"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164281_r2" accession="SRR3553026">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553026</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164281_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780393" refname="GSM2164281"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164282_r1" accession="SRR3553027">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553027</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164282_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780394" refname="GSM2164282"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164282_r2" accession="SRR3553028">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553028</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164282_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780394" refname="GSM2164282"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164283_r1" accession="SRR3553029">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553029</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164283_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780395" refname="GSM2164283"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164283_r2" accession="SRR3553030">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553030</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164283_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780395" refname="GSM2164283"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164284_r1" accession="SRR3553031">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553031</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164284_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780396" refname="GSM2164284"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164284_r2" accession="SRR3553032">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553032</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164284_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780396" refname="GSM2164284"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164285_r1" accession="SRR3553033">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553033</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164285_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780397" refname="GSM2164285"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164285_r2" accession="SRR3553034">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553034</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164285_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780397" refname="GSM2164285"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164286_r1" accession="SRR3553035">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553035</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164286_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780398" refname="GSM2164286"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164286_r2" accession="SRR3553036">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553036</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164286_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780398" refname="GSM2164286"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164287_r1" accession="SRR3553037">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553037</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164287_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780399" refname="GSM2164287"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164287_r2" accession="SRR3553038">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553038</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164287_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780399" refname="GSM2164287"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164288_r1" accession="SRR3553039">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553039</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164288_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780400" refname="GSM2164288"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164288_r2" accession="SRR3553040">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553040</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164288_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780400" refname="GSM2164288"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164289_r1" accession="SRR3553041">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553041</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164289_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780401" refname="GSM2164289"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164289_r2" accession="SRR3553042">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553042</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164289_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780401" refname="GSM2164289"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164290_r1" accession="SRR3553043">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553043</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164290_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780402" refname="GSM2164290"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164290_r2" accession="SRR3553044">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553044</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164290_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780402" refname="GSM2164290"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164291_r1" accession="SRR3553045">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553045</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164291_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780403" refname="GSM2164291"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164291_r2" accession="SRR3553046">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553046</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164291_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780403" refname="GSM2164291"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164292_r1" accession="SRR3553047">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553047</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164292_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780404" refname="GSM2164292"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164292_r2" accession="SRR3553048">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553048</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164292_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780404" refname="GSM2164292"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164293_r1" accession="SRR3553049">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553049</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164293_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780405" refname="GSM2164293"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164293_r2" accession="SRR3553050">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553050</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164293_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780405" refname="GSM2164293"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164294_r1" accession="SRR3553051">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553051</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164294_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780406" refname="GSM2164294"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164294_r2" accession="SRR3553052">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553052</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164294_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780406" refname="GSM2164294"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164295_r1" accession="SRR3553053">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553053</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164295_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780407" refname="GSM2164295"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164295_r2" accession="SRR3553054">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553054</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164295_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780407" refname="GSM2164295"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164296_r1" accession="SRR3553055">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553055</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164296_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780408" refname="GSM2164296"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164296_r2" accession="SRR3553056">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553056</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164296_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780408" refname="GSM2164296"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164297_r1" accession="SRR3553057">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553057</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164297_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780409" refname="GSM2164297"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164297_r2" accession="SRR3553058">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553058</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164297_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780409" refname="GSM2164297"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164298_r1" accession="SRR3553059">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553059</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164298_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780410" refname="GSM2164298"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164298_r2" accession="SRR3553060">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553060</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164298_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780410" refname="GSM2164298"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164299_r1" accession="SRR3553061">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553061</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164299_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780411" refname="GSM2164299"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164299_r2" accession="SRR3553062">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553062</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164299_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780411" refname="GSM2164299"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164300_r1" accession="SRR3553063">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553063</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164300_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780412" refname="GSM2164300"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164300_r2" accession="SRR3553064">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553064</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164300_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780412" refname="GSM2164300"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164301_r1" accession="SRR3553065">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553065</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164301_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780413" refname="GSM2164301"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164301_r2" accession="SRR3553066">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553066</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164301_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780413" refname="GSM2164301"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164302_r1" accession="SRR3553067">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553067</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164302_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780414" refname="GSM2164302"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164302_r2" accession="SRR3553068">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553068</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164302_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780414" refname="GSM2164302"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164303_r1" accession="SRR3553069">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553069</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164303_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780415" refname="GSM2164303"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164303_r2" accession="SRR3553070">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553070</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164303_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780415" refname="GSM2164303"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164304_r1" accession="SRR3553071">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553071</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164304_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780416" refname="GSM2164304"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164304_r2" accession="SRR3553072">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553072</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164304_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780416" refname="GSM2164304"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164305_r1" accession="SRR3553073">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553073</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164305_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780417" refname="GSM2164305"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164305_r2" accession="SRR3553074">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553074</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164305_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780417" refname="GSM2164305"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164306_r1" accession="SRR3553075">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553075</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164306_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780418" refname="GSM2164306"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164306_r2" accession="SRR3553076">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553076</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164306_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780418" refname="GSM2164306"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164307_r1" accession="SRR3553077">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553077</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164307_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780419" refname="GSM2164307"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164307_r2" accession="SRR3553078">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553078</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164307_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780419" refname="GSM2164307"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164308_r1" accession="SRR3553079">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553079</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164308_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780420" refname="GSM2164308"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164308_r2" accession="SRR3553080">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553080</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164308_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780420" refname="GSM2164308"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164309_r1" accession="SRR3553081">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553081</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164309_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780421" refname="GSM2164309"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164309_r2" accession="SRR3553082">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553082</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164309_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780421" refname="GSM2164309"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164310_r1" accession="SRR3553083">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553083</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164310_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780422" refname="GSM2164310"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164310_r2" accession="SRR3553084">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553084</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164310_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780422" refname="GSM2164310"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164311_r1" accession="SRR3553085">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553085</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164311_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780423" refname="GSM2164311"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164311_r2" accession="SRR3553086">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553086</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164311_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780423" refname="GSM2164311"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164312_r1" accession="SRR3553087">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553087</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164312_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780424" refname="GSM2164312"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164312_r2" accession="SRR3553088">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553088</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164312_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780424" refname="GSM2164312"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164313_r1" accession="SRR3553089">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553089</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164313_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780425" refname="GSM2164313"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164313_r2" accession="SRR3553090">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553090</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164313_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780425" refname="GSM2164313"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164314_r1" accession="SRR3553091">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553091</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164314_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780426" refname="GSM2164314"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164314_r2" accession="SRR3553092">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553092</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164314_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780426" refname="GSM2164314"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164315_r1" accession="SRR3553093">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553093</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164315_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780427" refname="GSM2164315"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164315_r2" accession="SRR3553094">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553094</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164315_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780427" refname="GSM2164315"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164316_r1" accession="SRR3553095">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553095</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164316_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780428" refname="GSM2164316"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164316_r2" accession="SRR3553096">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553096</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164316_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780428" refname="GSM2164316"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164317_r1" accession="SRR3553097">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553097</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164317_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780429" refname="GSM2164317"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164317_r2" accession="SRR3553098">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553098</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164317_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780429" refname="GSM2164317"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164318_r1" accession="SRR3553099">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553099</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164318_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780430" refname="GSM2164318"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164318_r2" accession="SRR3553100">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553100</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164318_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780430" refname="GSM2164318"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164319_r1" accession="SRR3553101">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553101</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164319_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780431" refname="GSM2164319"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164319_r2" accession="SRR3553102">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553102</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164319_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780431" refname="GSM2164319"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164320_r1" accession="SRR3553103">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553103</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164320_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780432" refname="GSM2164320"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164320_r2" accession="SRR3553104">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553104</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164320_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780432" refname="GSM2164320"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164321_r1" accession="SRR3553105">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553105</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164321_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780433" refname="GSM2164321"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164321_r2" accession="SRR3553106">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553106</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164321_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780433" refname="GSM2164321"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164322_r1" accession="SRR3553107">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553107</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164322_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780434" refname="GSM2164322"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164322_r2" accession="SRR3553108">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553108</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164322_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780434" refname="GSM2164322"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164323_r1" accession="SRR3553109">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553109</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164323_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780435" refname="GSM2164323"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164323_r2" accession="SRR3553110">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553110</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164323_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780435" refname="GSM2164323"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164324_r1" accession="SRR3553111">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553111</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164324_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780436" refname="GSM2164324"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164324_r2" accession="SRR3553112">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553112</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164324_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780436" refname="GSM2164324"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164325_r1" accession="SRR3553113">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553113</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164325_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780437" refname="GSM2164325"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164325_r2" accession="SRR3553114">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553114</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164325_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780437" refname="GSM2164325"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164326_r1" accession="SRR3553115">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553115</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164326_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780438" refname="GSM2164326"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164326_r2" accession="SRR3553116">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553116</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164326_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780438" refname="GSM2164326"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164327_r1" accession="SRR3553117">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553117</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164327_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780439" refname="GSM2164327"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164327_r2" accession="SRR3553118">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553118</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164327_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780439" refname="GSM2164327"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164328_r1" accession="SRR3553119">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553119</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164328_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780440" refname="GSM2164328"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164328_r2" accession="SRR3553120">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553120</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164328_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780440" refname="GSM2164328"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164329_r1" accession="SRR3553121">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553121</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164329_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780441" refname="GSM2164329"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164329_r2" accession="SRR3553122">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553122</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164329_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780441" refname="GSM2164329"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164330_r1" accession="SRR3553123">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553123</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164330_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780442" refname="GSM2164330"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164330_r2" accession="SRR3553124">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553124</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164330_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780442" refname="GSM2164330"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164331_r1" accession="SRR3553125">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553125</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164331_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780443" refname="GSM2164331"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164331_r2" accession="SRR3553126">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553126</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164331_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780443" refname="GSM2164331"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164332_r1" accession="SRR3553127">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553127</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164332_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780444" refname="GSM2164332"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164332_r2" accession="SRR3553128">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553128</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164332_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780444" refname="GSM2164332"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164333_r1" accession="SRR3553129">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553129</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164333_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780445" refname="GSM2164333"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164333_r2" accession="SRR3553130">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553130</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164333_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780445" refname="GSM2164333"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164334_r1" accession="SRR3553131">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553131</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164334_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780446" refname="GSM2164334"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164334_r2" accession="SRR3553132">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553132</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164334_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780446" refname="GSM2164334"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164335_r1" accession="SRR3553133">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553133</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164335_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780447" refname="GSM2164335"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164335_r2" accession="SRR3553134">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553134</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164335_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780447" refname="GSM2164335"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164336_r1" accession="SRR3553135">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553135</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164336_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780448" refname="GSM2164336"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164336_r2" accession="SRR3553136">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553136</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164336_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780448" refname="GSM2164336"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164337_r1" accession="SRR3553137">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553137</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164337_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780449" refname="GSM2164337"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164337_r2" accession="SRR3553138">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553138</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164337_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780449" refname="GSM2164337"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164338_r1" accession="SRR3553139">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553139</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164338_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780450" refname="GSM2164338"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164338_r2" accession="SRR3553140">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553140</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164338_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780450" refname="GSM2164338"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164339_r1" accession="SRR3553141">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553141</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164339_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780451" refname="GSM2164339"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164339_r2" accession="SRR3553142">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553142</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164339_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780451" refname="GSM2164339"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164340_r1" accession="SRR3553143">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553143</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164340_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780452" refname="GSM2164340"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164340_r2" accession="SRR3553144">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553144</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164340_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780452" refname="GSM2164340"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164341_r1" accession="SRR3553145">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553145</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164341_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780453" refname="GSM2164341"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164341_r2" accession="SRR3553146">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553146</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164341_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780453" refname="GSM2164341"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164342_r1" accession="SRR3553147">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553147</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164342_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780454" refname="GSM2164342"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164342_r2" accession="SRR3553148">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553148</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164342_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780454" refname="GSM2164342"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164343_r1" accession="SRR3553149">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553149</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164343_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780455" refname="GSM2164343"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164343_r2" accession="SRR3553150">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553150</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164343_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780455" refname="GSM2164343"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164344_r1" accession="SRR3553151">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553151</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164344_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780456" refname="GSM2164344"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164344_r2" accession="SRR3553152">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553152</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164344_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780456" refname="GSM2164344"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164345_r1" accession="SRR3553153">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553153</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164345_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780457" refname="GSM2164345"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164345_r2" accession="SRR3553154">
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      <PRIMARY_ID>SRR3553154</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164345_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780457" refname="GSM2164345"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164346_r1" accession="SRR3553155">
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      <PRIMARY_ID>SRR3553155</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164346_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780458" refname="GSM2164346"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164346_r2" accession="SRR3553156">
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      <PRIMARY_ID>SRR3553156</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164346_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780458" refname="GSM2164346"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164347_r1" accession="SRR3553157">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553157</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164347_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780459" refname="GSM2164347"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164347_r2" accession="SRR3553158">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553158</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164347_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780459" refname="GSM2164347"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164348_r1" accession="SRR3553159">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553159</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164348_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780460" refname="GSM2164348"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164348_r2" accession="SRR3553160">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553160</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164348_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780460" refname="GSM2164348"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164349_r1" accession="SRR3553161">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553161</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164349_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780461" refname="GSM2164349"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164349_r2" accession="SRR3553162">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553162</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164349_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780461" refname="GSM2164349"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164350_r1" accession="SRR3553163">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553163</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164350_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780462" refname="GSM2164350"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164350_r2" accession="SRR3553164">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553164</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164350_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780462" refname="GSM2164350"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164351_r1" accession="SRR3553165">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553165</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164351_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780463" refname="GSM2164351"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164351_r2" accession="SRR3553166">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553166</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164351_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780463" refname="GSM2164351"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164352_r1" accession="SRR3553167">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553167</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164352_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780464" refname="GSM2164352"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164352_r2" accession="SRR3553168">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553168</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164352_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780464" refname="GSM2164352"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164353_r1" accession="SRR3553169">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553169</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164353_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780465" refname="GSM2164353"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164353_r2" accession="SRR3553170">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553170</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164353_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780465" refname="GSM2164353"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164354_r1" accession="SRR3553171">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553171</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164354_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780466" refname="GSM2164354"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164354_r2" accession="SRR3553172">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553172</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164354_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780466" refname="GSM2164354"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164355_r1" accession="SRR3553173">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553173</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164355_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780467" refname="GSM2164355"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164355_r2" accession="SRR3553174">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553174</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164355_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780467" refname="GSM2164355"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164356_r1" accession="SRR3553175">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553175</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164356_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780468" refname="GSM2164356"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164356_r2" accession="SRR3553176">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553176</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164356_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780468" refname="GSM2164356"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164357_r1" accession="SRR3553177">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553177</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164357_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780469" refname="GSM2164357"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164357_r2" accession="SRR3553178">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553178</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164357_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780469" refname="GSM2164357"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164358_r1" accession="SRR3553179">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553179</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164358_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780470" refname="GSM2164358"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164358_r2" accession="SRR3553180">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553180</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164358_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780470" refname="GSM2164358"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164359_r1" accession="SRR3553181">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553181</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164359_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780471" refname="GSM2164359"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164359_r2" accession="SRR3553182">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553182</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164359_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780471" refname="GSM2164359"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164360_r1" accession="SRR3553183">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553183</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164360_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780472" refname="GSM2164360"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164360_r2" accession="SRR3553184">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553184</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164360_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780472" refname="GSM2164360"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164361_r1" accession="SRR3553185">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553185</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164361_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780473" refname="GSM2164361"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164361_r2" accession="SRR3553186">
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      <PRIMARY_ID>SRR3553186</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164361_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780473" refname="GSM2164361"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164362_r1" accession="SRR3553187">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553187</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164362_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780474" refname="GSM2164362"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164362_r2" accession="SRR3553188">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553188</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164362_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780474" refname="GSM2164362"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164363_r1" accession="SRR3553189">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553189</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164363_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780475" refname="GSM2164363"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164363_r2" accession="SRR3553190">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553190</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164363_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780475" refname="GSM2164363"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164364_r1" accession="SRR3553191">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553191</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164364_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780476" refname="GSM2164364"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164364_r2" accession="SRR3553192">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553192</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164364_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780476" refname="GSM2164364"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164365_r1" accession="SRR3553193">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553193</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164365_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780477" refname="GSM2164365"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164365_r2" accession="SRR3553194">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553194</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164365_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780477" refname="GSM2164365"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164366_r1" accession="SRR3553195">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553195</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164366_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780478" refname="GSM2164366"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164366_r2" accession="SRR3553196">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553196</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164366_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780478" refname="GSM2164366"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164367_r1" accession="SRR3553197">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553197</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164367_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780479" refname="GSM2164367"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164367_r2" accession="SRR3553198">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553198</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164367_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780479" refname="GSM2164367"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164368_r1" accession="SRR3553199">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553199</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164368_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780480" refname="GSM2164368"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164368_r2" accession="SRR3553200">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553200</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164368_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780480" refname="GSM2164368"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164369_r1" accession="SRR3553201">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553201</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164369_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780481" refname="GSM2164369"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164369_r2" accession="SRR3553202">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553202</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164369_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780481" refname="GSM2164369"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164370_r1" accession="SRR3553203">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553203</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164370_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780482" refname="GSM2164370"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164370_r2" accession="SRR3553204">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553204</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164370_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780482" refname="GSM2164370"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164371_r1" accession="SRR3553205">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553205</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164371_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780483" refname="GSM2164371"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164371_r2" accession="SRR3553206">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553206</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164371_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780483" refname="GSM2164371"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164372_r1" accession="SRR3553207">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553207</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164372_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780484" refname="GSM2164372"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164372_r2" accession="SRR3553208">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553208</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164372_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780484" refname="GSM2164372"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164373_r1" accession="SRR3553209">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553209</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164373_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780485" refname="GSM2164373"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164373_r2" accession="SRR3553210">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553210</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164373_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780485" refname="GSM2164373"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164374_r1" accession="SRR3553211">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553211</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164374_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780486" refname="GSM2164374"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164374_r2" accession="SRR3553212">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553212</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164374_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780486" refname="GSM2164374"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164375_r1" accession="SRR3553213">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553213</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164375_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780487" refname="GSM2164375"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164375_r2" accession="SRR3553214">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553214</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164375_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780487" refname="GSM2164375"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164376_r1" accession="SRR3553215">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553215</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164376_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780488" refname="GSM2164376"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164376_r2" accession="SRR3553216">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553216</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164376_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780488" refname="GSM2164376"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164377_r1" accession="SRR3553217">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553217</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164377_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780489" refname="GSM2164377"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164377_r2" accession="SRR3553218">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553218</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164377_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780489" refname="GSM2164377"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164378_r1" accession="SRR3553219">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553219</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164378_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780490" refname="GSM2164378"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164378_r2" accession="SRR3553220">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553220</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164378_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780490" refname="GSM2164378"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164379_r1" accession="SRR3553221">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553221</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164379_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780491" refname="GSM2164379"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164379_r2" accession="SRR3553222">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553222</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164379_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780491" refname="GSM2164379"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164380_r1" accession="SRR3553223">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553223</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164380_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780492" refname="GSM2164380"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164380_r2" accession="SRR3553224">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553224</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164380_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780492" refname="GSM2164380"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164381_r1" accession="SRR3553225">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553225</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164381_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780493" refname="GSM2164381"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164381_r2" accession="SRR3553226">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553226</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164381_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780493" refname="GSM2164381"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164382_r1" accession="SRR3553227">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553227</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164382_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780494" refname="GSM2164382"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164382_r2" accession="SRR3553228">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553228</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164382_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780494" refname="GSM2164382"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164383_r1" accession="SRR3553229">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553229</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164383_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780495" refname="GSM2164383"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164383_r2" accession="SRR3553230">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553230</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164383_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780495" refname="GSM2164383"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164384_r1" accession="SRR3553231">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553231</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164384_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780496" refname="GSM2164384"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164384_r2" accession="SRR3553232">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553232</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164384_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780496" refname="GSM2164384"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164385_r1" accession="SRR3553233">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553233</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164385_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780497" refname="GSM2164385"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164385_r2" accession="SRR3553234">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553234</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164385_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780497" refname="GSM2164385"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164386_r1" accession="SRR3553235">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553235</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164386_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780498" refname="GSM2164386"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164386_r2" accession="SRR3553236">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553236</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164386_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780498" refname="GSM2164386"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164387_r1" accession="SRR3553237">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553237</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164387_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780499" refname="GSM2164387"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164387_r2" accession="SRR3553238">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553238</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164387_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780499" refname="GSM2164387"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164388_r1" accession="SRR3553239">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553239</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164388_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780500" refname="GSM2164388"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164388_r2" accession="SRR3553240">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553240</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164388_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780500" refname="GSM2164388"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164389_r1" accession="SRR3553241">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553241</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164389_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780501" refname="GSM2164389"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164389_r2" accession="SRR3553242">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553242</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164389_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780501" refname="GSM2164389"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164390_r1" accession="SRR3553243">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553243</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164390_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780502" refname="GSM2164390"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164390_r2" accession="SRR3553244">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553244</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164390_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780502" refname="GSM2164390"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164391_r1" accession="SRR3553245">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553245</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164391_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780503" refname="GSM2164391"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164391_r2" accession="SRR3553246">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553246</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164391_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780503" refname="GSM2164391"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164392_r1" accession="SRR3553247">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553247</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164392_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780504" refname="GSM2164392"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164392_r2" accession="SRR3553248">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553248</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164392_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780504" refname="GSM2164392"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164393_r1" accession="SRR3553249">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553249</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164393_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780505" refname="GSM2164393"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164393_r2" accession="SRR3553250">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553250</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164393_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780505" refname="GSM2164393"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164394_r1" accession="SRR3553251">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553251</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164394_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780506" refname="GSM2164394"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164394_r2" accession="SRR3553252">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553252</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164394_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780506" refname="GSM2164394"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164395_r1" accession="SRR3553253">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553253</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164395_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780507" refname="GSM2164395"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164395_r2" accession="SRR3553254">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553254</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164395_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780507" refname="GSM2164395"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164396_r1" accession="SRR3553255">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553255</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164396_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780508" refname="GSM2164396"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164396_r2" accession="SRR3553256">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553256</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164396_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780508" refname="GSM2164396"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164397_r1" accession="SRR3553257">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553257</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164397_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780509" refname="GSM2164397"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164397_r2" accession="SRR3553258">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553258</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164397_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780509" refname="GSM2164397"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164398_r1" accession="SRR3553259">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553259</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164398_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780510" refname="GSM2164398"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164398_r2" accession="SRR3553260">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553260</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164398_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780510" refname="GSM2164398"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164399_r1" accession="SRR3553261">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553261</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164399_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780511" refname="GSM2164399"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164399_r2" accession="SRR3553262">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553262</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164399_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780511" refname="GSM2164399"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164400_r1" accession="SRR3553263">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553263</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164400_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780512" refname="GSM2164400"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164400_r2" accession="SRR3553264">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553264</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164400_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780512" refname="GSM2164400"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164401_r1" accession="SRR3553265">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553265</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164401_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780513" refname="GSM2164401"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164401_r2" accession="SRR3553266">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553266</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164401_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780513" refname="GSM2164401"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164402_r1" accession="SRR3553267">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553267</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164402_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780514" refname="GSM2164402"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164402_r2" accession="SRR3553268">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553268</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164402_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780514" refname="GSM2164402"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164403_r1" accession="SRR3553269">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553269</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164403_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780515" refname="GSM2164403"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164403_r2" accession="SRR3553270">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553270</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164403_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780515" refname="GSM2164403"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164404_r1" accession="SRR3553271">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553271</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164404_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780516" refname="GSM2164404"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164404_r2" accession="SRR3553272">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553272</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164404_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780516" refname="GSM2164404"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164405_r1" accession="SRR3553273">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553273</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164405_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780517" refname="GSM2164405"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164405_r2" accession="SRR3553274">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553274</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164405_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780517" refname="GSM2164405"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164406_r1" accession="SRR3553275">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553275</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164406_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780518" refname="GSM2164406"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164406_r2" accession="SRR3553276">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553276</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164406_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780518" refname="GSM2164406"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164407_r1" accession="SRR3553277">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553277</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164407_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780519" refname="GSM2164407"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164407_r2" accession="SRR3553278">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553278</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164407_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780519" refname="GSM2164407"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164408_r1" accession="SRR3553279">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553279</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164408_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780520" refname="GSM2164408"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164408_r2" accession="SRR3553280">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553280</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164408_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780520" refname="GSM2164408"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164409_r1" accession="SRR3553281">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553281</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164409_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780521" refname="GSM2164409"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164409_r2" accession="SRR3553282">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553282</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164409_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780521" refname="GSM2164409"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164410_r1" accession="SRR3553283">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553283</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164410_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780522" refname="GSM2164410"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164410_r2" accession="SRR3553284">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553284</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164410_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780522" refname="GSM2164410"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164411_r1" accession="SRR3553285">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553285</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164411_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780523" refname="GSM2164411"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164411_r2" accession="SRR3553286">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553286</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164411_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780523" refname="GSM2164411"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164412_r1" accession="SRR3553287">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553287</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164412_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780524" refname="GSM2164412"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164412_r2" accession="SRR3553288">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553288</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164412_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780524" refname="GSM2164412"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164413_r1" accession="SRR3553289">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553289</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164413_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780525" refname="GSM2164413"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164413_r2" accession="SRR3553290">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553290</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164413_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780525" refname="GSM2164413"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164414_r1" accession="SRR3553291">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553291</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164414_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780526" refname="GSM2164414"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164414_r2" accession="SRR3553292">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553292</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164414_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780526" refname="GSM2164414"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164415_r1" accession="SRR3553293">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553293</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164415_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780527" refname="GSM2164415"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164415_r2" accession="SRR3553294">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553294</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164415_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780527" refname="GSM2164415"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164416_r1" accession="SRR3553295">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553295</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164416_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780528" refname="GSM2164416"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164416_r2" accession="SRR3553296">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553296</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164416_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780528" refname="GSM2164416"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164417_r1" accession="SRR3553297">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553297</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164417_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780529" refname="GSM2164417"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164417_r2" accession="SRR3553298">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553298</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164417_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780529" refname="GSM2164417"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164418_r1" accession="SRR3553299">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553299</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164418_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780530" refname="GSM2164418"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164418_r2" accession="SRR3553300">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553300</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164418_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780530" refname="GSM2164418"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164419_r1" accession="SRR3553301">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553301</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164419_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780531" refname="GSM2164419"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164419_r2" accession="SRR3553302">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553302</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164419_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780531" refname="GSM2164419"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164420_r1" accession="SRR3553303">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553303</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164420_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780532" refname="GSM2164420"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164420_r2" accession="SRR3553304">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553304</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164420_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780532" refname="GSM2164420"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164421_r1" accession="SRR3553305">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553305</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164421_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780533" refname="GSM2164421"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164421_r2" accession="SRR3553306">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553306</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164421_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780533" refname="GSM2164421"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164422_r1" accession="SRR3553307">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553307</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164422_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780534" refname="GSM2164422"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164422_r2" accession="SRR3553308">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553308</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164422_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780534" refname="GSM2164422"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164423_r1" accession="SRR3553309">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553309</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164423_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780535" refname="GSM2164423"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164423_r2" accession="SRR3553310">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553310</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164423_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780535" refname="GSM2164423"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164424_r1" accession="SRR3553311">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553311</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164424_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780536" refname="GSM2164424"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164424_r2" accession="SRR3553312">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553312</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164424_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780536" refname="GSM2164424"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164425_r1" accession="SRR3553313">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553313</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164425_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780537" refname="GSM2164425"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164425_r2" accession="SRR3553314">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553314</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164425_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780537" refname="GSM2164425"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164426_r1" accession="SRR3553315">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553315</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164426_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780538" refname="GSM2164426"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164426_r2" accession="SRR3553316">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553316</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164426_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780538" refname="GSM2164426"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164427_r1" accession="SRR3553317">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553317</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164427_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780539" refname="GSM2164427"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164427_r2" accession="SRR3553318">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553318</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164427_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780539" refname="GSM2164427"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164428_r1" accession="SRR3553319">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553319</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164428_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780540" refname="GSM2164428"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164428_r2" accession="SRR3553320">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553320</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164428_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780540" refname="GSM2164428"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164429_r1" accession="SRR3553321">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553321</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164429_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780541" refname="GSM2164429"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164429_r2" accession="SRR3553322">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553322</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164429_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780541" refname="GSM2164429"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164430_r1" accession="SRR3553323">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553323</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164430_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780542" refname="GSM2164430"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164430_r2" accession="SRR3553324">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553324</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164430_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780542" refname="GSM2164430"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164431_r1" accession="SRR3553325">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553325</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164431_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780543" refname="GSM2164431"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164431_r2" accession="SRR3553326">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553326</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164431_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780543" refname="GSM2164431"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164432_r1" accession="SRR3553327">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553327</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164432_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780544" refname="GSM2164432"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164432_r2" accession="SRR3553328">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553328</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164432_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780544" refname="GSM2164432"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164433_r1" accession="SRR3553329">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553329</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164433_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780545" refname="GSM2164433"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164433_r2" accession="SRR3553330">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553330</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164433_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780545" refname="GSM2164433"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164434_r1" accession="SRR3553331">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553331</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164434_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780546" refname="GSM2164434"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164434_r2" accession="SRR3553332">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553332</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164434_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780546" refname="GSM2164434"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164435_r1" accession="SRR3553333">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553333</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164435_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780547" refname="GSM2164435"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164435_r2" accession="SRR3553334">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553334</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164435_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780547" refname="GSM2164435"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164436_r1" accession="SRR3553335">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553335</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164436_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780548" refname="GSM2164436"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164436_r2" accession="SRR3553336">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553336</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164436_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780548" refname="GSM2164436"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164437_r1" accession="SRR3553337">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553337</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164437_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780549" refname="GSM2164437"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164437_r2" accession="SRR3553338">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553338</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164437_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780549" refname="GSM2164437"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164438_r1" accession="SRR3553339">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553339</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164438_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780550" refname="GSM2164438"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164438_r2" accession="SRR3553340">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553340</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164438_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780550" refname="GSM2164438"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164439_r1" accession="SRR3553341">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553341</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164439_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780551" refname="GSM2164439"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164439_r2" accession="SRR3553342">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553342</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164439_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780551" refname="GSM2164439"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164440_r1" accession="SRR3553343">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553343</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164440_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780552" refname="GSM2164440"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164440_r2" accession="SRR3553344">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553344</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164440_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780552" refname="GSM2164440"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164441_r1" accession="SRR3553345">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553345</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164441_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780553" refname="GSM2164441"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164441_r2" accession="SRR3553346">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553346</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164441_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780553" refname="GSM2164441"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164442_r1" accession="SRR3553347">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553347</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164442_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780554" refname="GSM2164442"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164442_r2" accession="SRR3553348">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553348</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164442_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780554" refname="GSM2164442"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164443_r1" accession="SRR3553349">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553349</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164443_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780555" refname="GSM2164443"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164443_r2" accession="SRR3553350">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553350</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164443_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780555" refname="GSM2164443"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164444_r1" accession="SRR3553351">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553351</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164444_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780556" refname="GSM2164444"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164444_r2" accession="SRR3553352">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553352</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164444_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780556" refname="GSM2164444"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164445_r1" accession="SRR3553353">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553353</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164445_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780557" refname="GSM2164445"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164445_r2" accession="SRR3553354">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553354</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164445_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780557" refname="GSM2164445"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164446_r1" accession="SRR3553355">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553355</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164446_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780558" refname="GSM2164446"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164446_r2" accession="SRR3553356">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553356</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164446_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780558" refname="GSM2164446"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164447_r1" accession="SRR3553357">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553357</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164447_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780559" refname="GSM2164447"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164447_r2" accession="SRR3553358">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553358</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164447_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780559" refname="GSM2164447"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164448_r1" accession="SRR3553359">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553359</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164448_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780560" refname="GSM2164448"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164448_r2" accession="SRR3553360">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553360</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164448_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780560" refname="GSM2164448"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164449_r1" accession="SRR3553361">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553361</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164449_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780561" refname="GSM2164449"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164449_r2" accession="SRR3553362">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553362</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164449_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780561" refname="GSM2164449"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164450_r1" accession="SRR3553363">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553363</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164450_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780562" refname="GSM2164450"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164450_r2" accession="SRR3553364">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553364</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164450_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780562" refname="GSM2164450"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164451_r1" accession="SRR3553365">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553365</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164451_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780563" refname="GSM2164451"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164451_r2" accession="SRR3553366">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553366</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164451_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780563" refname="GSM2164451"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164452_r1" accession="SRR3553367">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553367</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164452_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780564" refname="GSM2164452"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164452_r2" accession="SRR3553368">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553368</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164452_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780564" refname="GSM2164452"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164453_r1" accession="SRR3553369">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553369</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164453_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780565" refname="GSM2164453"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164453_r2" accession="SRR3553370">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553370</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164453_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780565" refname="GSM2164453"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164454_r1" accession="SRR3553371">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553371</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164454_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780566" refname="GSM2164454"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164454_r2" accession="SRR3553372">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553372</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164454_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780566" refname="GSM2164454"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164455_r1" accession="SRR3553373">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553373</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164455_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780567" refname="GSM2164455"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164455_r2" accession="SRR3553374">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553374</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164455_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780567" refname="GSM2164455"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164456_r1" accession="SRR3553375">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553375</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164456_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780568" refname="GSM2164456"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164456_r2" accession="SRR3553376">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553376</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164456_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780568" refname="GSM2164456"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164457_r1" accession="SRR3553377">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553377</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164457_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780569" refname="GSM2164457"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164457_r2" accession="SRR3553378">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553378</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164457_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780569" refname="GSM2164457"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164458_r1" accession="SRR3553379">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553379</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164458_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780570" refname="GSM2164458"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164458_r2" accession="SRR3553380">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553380</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164458_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780570" refname="GSM2164458"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164459_r1" accession="SRR3553381">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553381</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164459_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780571" refname="GSM2164459"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164459_r2" accession="SRR3553382">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553382</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164459_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780571" refname="GSM2164459"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164460_r1" accession="SRR3553383">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553383</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164460_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780572" refname="GSM2164460"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164460_r2" accession="SRR3553384">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553384</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164460_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780572" refname="GSM2164460"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164461_r1" accession="SRR3553385">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553385</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164461_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780573" refname="GSM2164461"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164461_r2" accession="SRR3553386">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553386</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164461_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780573" refname="GSM2164461"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164462_r1" accession="SRR3553387">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553387</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164462_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780574" refname="GSM2164462"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164462_r2" accession="SRR3553388">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553388</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164462_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780574" refname="GSM2164462"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164463_r1" accession="SRR3553389">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553389</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164463_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780575" refname="GSM2164463"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164463_r2" accession="SRR3553390">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553390</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164463_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780575" refname="GSM2164463"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164464_r1" accession="SRR3553391">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553391</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164464_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780576" refname="GSM2164464"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164464_r2" accession="SRR3553392">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553392</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164464_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780576" refname="GSM2164464"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164465_r1" accession="SRR3553393">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553393</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164465_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780577" refname="GSM2164465"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164465_r2" accession="SRR3553394">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553394</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164465_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780577" refname="GSM2164465"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164466_r1" accession="SRR3553395">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553395</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164466_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780578" refname="GSM2164466"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164466_r2" accession="SRR3553396">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553396</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164466_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780578" refname="GSM2164466"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164467_r1" accession="SRR3553397">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553397</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164467_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780579" refname="GSM2164467"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164467_r2" accession="SRR3553398">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553398</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164467_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780579" refname="GSM2164467"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164468_r1" accession="SRR3553399">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553399</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164468_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780580" refname="GSM2164468"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164468_r2" accession="SRR3553400">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553400</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164468_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780580" refname="GSM2164468"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164469_r1" accession="SRR3553401">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553401</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164469_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780581" refname="GSM2164469"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164469_r2" accession="SRR3553402">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553402</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164469_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780581" refname="GSM2164469"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164470_r1" accession="SRR3553403">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553403</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164470_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780582" refname="GSM2164470"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164470_r2" accession="SRR3553404">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553404</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164470_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780582" refname="GSM2164470"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164471_r1" accession="SRR3553405">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553405</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164471_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780583" refname="GSM2164471"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164471_r2" accession="SRR3553406">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553406</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164471_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780583" refname="GSM2164471"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164472_r1" accession="SRR3553407">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553407</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164472_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780584" refname="GSM2164472"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164472_r2" accession="SRR3553408">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553408</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164472_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780584" refname="GSM2164472"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164473_r1" accession="SRR3553409">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553409</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164473_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780585" refname="GSM2164473"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164473_r2" accession="SRR3553410">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553410</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164473_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780585" refname="GSM2164473"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164474_r1" accession="SRR3553411">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553411</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164474_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780586" refname="GSM2164474"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164474_r2" accession="SRR3553412">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553412</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164474_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780586" refname="GSM2164474"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164475_r1" accession="SRR3553413">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553413</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164475_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780587" refname="GSM2164475"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164475_r2" accession="SRR3553414">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553414</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164475_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780587" refname="GSM2164475"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164476_r1" accession="SRR3553415">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553415</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164476_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780588" refname="GSM2164476"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164476_r2" accession="SRR3553416">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553416</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164476_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780588" refname="GSM2164476"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164477_r1" accession="SRR3553417">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553417</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164477_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780589" refname="GSM2164477"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164477_r2" accession="SRR3553418">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553418</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164477_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780589" refname="GSM2164477"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164478_r1" accession="SRR3553419">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553419</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164478_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780590" refname="GSM2164478"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164478_r2" accession="SRR3553420">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553420</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164478_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780590" refname="GSM2164478"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164479_r1" accession="SRR3553421">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553421</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164479_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780591" refname="GSM2164479"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164479_r2" accession="SRR3553422">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553422</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164479_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780591" refname="GSM2164479"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164480_r1" accession="SRR3553423">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553423</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164480_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780592" refname="GSM2164480"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164480_r2" accession="SRR3553424">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553424</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164480_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780592" refname="GSM2164480"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164481_r1" accession="SRR3553425">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553425</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164481_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780593" refname="GSM2164481"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164481_r2" accession="SRR3553426">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553426</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164481_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780593" refname="GSM2164481"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164482_r1" accession="SRR3553427">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553427</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164482_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780594" refname="GSM2164482"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164482_r2" accession="SRR3553428">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553428</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164482_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780594" refname="GSM2164482"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164483_r1" accession="SRR3553429">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553429</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164483_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780595" refname="GSM2164483"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164483_r2" accession="SRR3553430">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553430</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164483_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780595" refname="GSM2164483"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164484_r1" accession="SRR3553431">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553431</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164484_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780596" refname="GSM2164484"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164484_r2" accession="SRR3553432">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553432</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164484_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780596" refname="GSM2164484"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164485_r1" accession="SRR3553433">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553433</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164485_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780597" refname="GSM2164485"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164485_r2" accession="SRR3553434">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553434</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164485_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780597" refname="GSM2164485"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164486_r1" accession="SRR3553435">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553435</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164486_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780598" refname="GSM2164486"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164486_r2" accession="SRR3553436">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553436</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164486_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780598" refname="GSM2164486"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164487_r1" accession="SRR3553437">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553437</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164487_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780599" refname="GSM2164487"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164487_r2" accession="SRR3553438">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553438</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164487_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780599" refname="GSM2164487"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164488_r1" accession="SRR3553439">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553439</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164488_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780600" refname="GSM2164488"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164488_r2" accession="SRR3553440">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553440</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164488_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780600" refname="GSM2164488"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164489_r1" accession="SRR3553441">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553441</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164489_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780601" refname="GSM2164489"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164489_r2" accession="SRR3553442">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553442</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164489_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780601" refname="GSM2164489"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164490_r1" accession="SRR3553443">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553443</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164490_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780602" refname="GSM2164490"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164490_r2" accession="SRR3553444">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553444</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164490_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780602" refname="GSM2164490"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164491_r1" accession="SRR3553445">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553445</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164491_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780603" refname="GSM2164491"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164491_r2" accession="SRR3553446">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553446</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164491_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780603" refname="GSM2164491"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164492_r1" accession="SRR3553447">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553447</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164492_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780604" refname="GSM2164492"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164492_r2" accession="SRR3553448">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553448</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164492_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780604" refname="GSM2164492"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164493_r1" accession="SRR3553449">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553449</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164493_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780605" refname="GSM2164493"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164493_r2" accession="SRR3553450">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553450</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164493_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780605" refname="GSM2164493"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164494_r1" accession="SRR3553451">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553451</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164494_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780606" refname="GSM2164494"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164494_r2" accession="SRR3553452">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553452</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164494_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780606" refname="GSM2164494"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164495_r1" accession="SRR3553453">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553453</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164495_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780607" refname="GSM2164495"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164495_r2" accession="SRR3553454">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553454</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164495_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780607" refname="GSM2164495"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164496_r1" accession="SRR3553455">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553455</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164496_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780608" refname="GSM2164496"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164496_r2" accession="SRR3553456">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553456</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164496_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780608" refname="GSM2164496"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164497_r1" accession="SRR3553457">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553457</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164497_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780609" refname="GSM2164497"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164497_r2" accession="SRR3553458">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553458</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164497_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780609" refname="GSM2164497"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164498_r1" accession="SRR3553459">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553459</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164498_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780610" refname="GSM2164498"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164498_r2" accession="SRR3553460">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553460</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164498_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780610" refname="GSM2164498"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164499_r1" accession="SRR3553461">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553461</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164499_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780611" refname="GSM2164499"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164499_r2" accession="SRR3553462">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553462</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164499_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780611" refname="GSM2164499"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164500_r1" accession="SRR3553463">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553463</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164500_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780612" refname="GSM2164500"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164500_r2" accession="SRR3553464">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553464</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164500_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780612" refname="GSM2164500"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164501_r1" accession="SRR3553465">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553465</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164501_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780613" refname="GSM2164501"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164501_r2" accession="SRR3553466">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553466</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164501_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780613" refname="GSM2164501"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164502_r1" accession="SRR3553467">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553467</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164502_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780614" refname="GSM2164502"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164502_r2" accession="SRR3553468">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553468</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164502_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780614" refname="GSM2164502"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164503_r1" accession="SRR3553469">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553469</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164503_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780615" refname="GSM2164503"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164503_r2" accession="SRR3553470">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553470</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164503_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780615" refname="GSM2164503"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164504_r1" accession="SRR3553471">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553471</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164504_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780616" refname="GSM2164504"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164504_r2" accession="SRR3553472">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553472</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164504_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780616" refname="GSM2164504"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164505_r1" accession="SRR3553473">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553473</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164505_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780617" refname="GSM2164505"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164505_r2" accession="SRR3553474">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553474</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164505_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780617" refname="GSM2164505"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164506_r1" accession="SRR3553475">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553475</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164506_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780618" refname="GSM2164506"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164506_r2" accession="SRR3553476">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553476</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164506_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780618" refname="GSM2164506"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164507_r1" accession="SRR3553477">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553477</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164507_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780619" refname="GSM2164507"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164507_r2" accession="SRR3553478">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553478</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164507_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780619" refname="GSM2164507"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164508_r1" accession="SRR3553479">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553479</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164508_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780620" refname="GSM2164508"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164508_r2" accession="SRR3553480">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553480</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164508_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780620" refname="GSM2164508"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164509_r1" accession="SRR3553481">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553481</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164509_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780621" refname="GSM2164509"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164509_r2" accession="SRR3553482">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553482</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164509_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780621" refname="GSM2164509"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164510_r1" accession="SRR3553483">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553483</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164510_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780622" refname="GSM2164510"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164510_r2" accession="SRR3553484">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553484</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164510_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780622" refname="GSM2164510"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164511_r1" accession="SRR3553485">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553485</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164511_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780623" refname="GSM2164511"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164511_r2" accession="SRR3553486">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553486</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164511_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780623" refname="GSM2164511"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164512_r1" accession="SRR3553487">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553487</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164512_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780624" refname="GSM2164512"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164512_r2" accession="SRR3553488">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553488</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164512_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780624" refname="GSM2164512"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164513_r1" accession="SRR3553489">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553489</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164513_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780625" refname="GSM2164513"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164513_r2" accession="SRR3553490">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553490</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164513_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780625" refname="GSM2164513"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164514_r1" accession="SRR3553491">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553491</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164514_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780626" refname="GSM2164514"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164514_r2" accession="SRR3553492">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553492</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164514_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780626" refname="GSM2164514"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164515_r1" accession="SRR3553493">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553493</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164515_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780627" refname="GSM2164515"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164515_r2" accession="SRR3553494">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553494</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164515_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780627" refname="GSM2164515"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164516_r1" accession="SRR3553495">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553495</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164516_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780628" refname="GSM2164516"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164516_r2" accession="SRR3553496">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553496</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164516_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780628" refname="GSM2164516"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164517_r1" accession="SRR3553497">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553497</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164517_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780629" refname="GSM2164517"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164517_r2" accession="SRR3553498">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553498</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164517_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780629" refname="GSM2164517"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164518_r1" accession="SRR3553499">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553499</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164518_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780630" refname="GSM2164518"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164518_r2" accession="SRR3553500">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553500</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164518_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780630" refname="GSM2164518"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164519_r1" accession="SRR3553501">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553501</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164519_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780631" refname="GSM2164519"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164519_r2" accession="SRR3553502">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553502</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164519_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780631" refname="GSM2164519"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164520_r1" accession="SRR3553503">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553503</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164520_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780632" refname="GSM2164520"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164520_r2" accession="SRR3553504">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553504</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164520_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780632" refname="GSM2164520"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164521_r1" accession="SRR3553505">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553505</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164521_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780633" refname="GSM2164521"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164521_r2" accession="SRR3553506">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553506</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164521_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780633" refname="GSM2164521"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164522_r1" accession="SRR3553507">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553507</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164522_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780634" refname="GSM2164522"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164522_r2" accession="SRR3553508">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553508</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164522_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780634" refname="GSM2164522"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164523_r1" accession="SRR3553509">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553509</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164523_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780635" refname="GSM2164523"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164523_r2" accession="SRR3553510">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553510</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164523_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780635" refname="GSM2164523"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164524_r1" accession="SRR3553511">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553511</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164524_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780636" refname="GSM2164524"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164524_r2" accession="SRR3553512">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553512</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164524_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780636" refname="GSM2164524"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164525_r1" accession="SRR3553513">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553513</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164525_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780637" refname="GSM2164525"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164525_r2" accession="SRR3553514">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553514</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164525_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780637" refname="GSM2164525"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164526_r1" accession="SRR3553515">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553515</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164526_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780638" refname="GSM2164526"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164526_r2" accession="SRR3553516">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553516</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164526_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780638" refname="GSM2164526"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164527_r1" accession="SRR3553517">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553517</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164527_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780639" refname="GSM2164527"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164527_r2" accession="SRR3553518">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553518</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164527_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780639" refname="GSM2164527"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164528_r1" accession="SRR3553519">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553519</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164528_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780640" refname="GSM2164528"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164528_r2" accession="SRR3553520">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553520</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164528_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780640" refname="GSM2164528"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164529_r1" accession="SRR3553521">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553521</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164529_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780641" refname="GSM2164529"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164529_r2" accession="SRR3553522">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553522</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164529_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780641" refname="GSM2164529"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164530_r1" accession="SRR3553523">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553523</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164530_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780642" refname="GSM2164530"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164530_r2" accession="SRR3553524">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553524</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164530_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780642" refname="GSM2164530"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164531_r1" accession="SRR3553525">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553525</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164531_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780643" refname="GSM2164531"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164531_r2" accession="SRR3553526">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553526</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164531_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780643" refname="GSM2164531"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164532_r1" accession="SRR3553527">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553527</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164532_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780644" refname="GSM2164532"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164532_r2" accession="SRR3553528">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553528</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164532_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780644" refname="GSM2164532"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164533_r1" accession="SRR3553529">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553529</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164533_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780645" refname="GSM2164533"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164533_r2" accession="SRR3553530">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553530</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164533_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780645" refname="GSM2164533"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164534_r1" accession="SRR3553531">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553531</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164534_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780646" refname="GSM2164534"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164534_r2" accession="SRR3553532">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553532</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164534_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780646" refname="GSM2164534"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164535_r1" accession="SRR3553533">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553533</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164535_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780647" refname="GSM2164535"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164535_r2" accession="SRR3553534">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553534</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164535_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780647" refname="GSM2164535"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164536_r1" accession="SRR3553535">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553535</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164536_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780648" refname="GSM2164536"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164536_r2" accession="SRR3553536">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553536</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164536_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780648" refname="GSM2164536"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164537_r1" accession="SRR3553537">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553537</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164537_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780649" refname="GSM2164537"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164537_r2" accession="SRR3553538">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553538</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164537_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780649" refname="GSM2164537"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164538_r1" accession="SRR3553539">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553539</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164538_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780650" refname="GSM2164538"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164538_r2" accession="SRR3553540">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553540</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164538_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780650" refname="GSM2164538"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164539_r1" accession="SRR3553541">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553541</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164539_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780651" refname="GSM2164539"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164539_r2" accession="SRR3553542">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553542</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164539_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780651" refname="GSM2164539"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164540_r1" accession="SRR3553543">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553543</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164540_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780652" refname="GSM2164540"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164540_r2" accession="SRR3553544">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553544</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164540_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780652" refname="GSM2164540"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164541_r1" accession="SRR3553545">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553545</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164541_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780653" refname="GSM2164541"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164541_r2" accession="SRR3553546">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553546</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164541_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780653" refname="GSM2164541"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164542_r1" accession="SRR3553547">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553547</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164542_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780654" refname="GSM2164542"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164542_r2" accession="SRR3553548">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553548</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164542_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780654" refname="GSM2164542"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164543_r1" accession="SRR3553549">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553549</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164543_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780655" refname="GSM2164543"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164543_r2" accession="SRR3553550">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553550</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164543_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780655" refname="GSM2164543"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164544_r1" accession="SRR3553551">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553551</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164544_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780656" refname="GSM2164544"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164544_r2" accession="SRR3553552">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553552</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164544_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780656" refname="GSM2164544"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164545_r1" accession="SRR3553553">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553553</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164545_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780657" refname="GSM2164545"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164545_r2" accession="SRR3553554">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553554</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164545_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780657" refname="GSM2164545"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164546_r1" accession="SRR3553555">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553555</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164546_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780658" refname="GSM2164546"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164546_r2" accession="SRR3553556">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553556</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164546_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780658" refname="GSM2164546"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164547_r1" accession="SRR3553557">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553557</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164547_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780659" refname="GSM2164547"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164547_r2" accession="SRR3553558">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553558</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164547_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780659" refname="GSM2164547"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164548_r1" accession="SRR3553559">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553559</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164548_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780660" refname="GSM2164548"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164548_r2" accession="SRR3553560">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553560</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164548_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780660" refname="GSM2164548"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164549_r1" accession="SRR3553561">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553561</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164549_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780661" refname="GSM2164549"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164549_r2" accession="SRR3553562">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553562</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164549_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780661" refname="GSM2164549"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164550_r1" accession="SRR3553563">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553563</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164550_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780662" refname="GSM2164550"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164550_r2" accession="SRR3553564">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553564</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164550_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780662" refname="GSM2164550"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164551_r1" accession="SRR3553565">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553565</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164551_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780663" refname="GSM2164551"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164551_r2" accession="SRR3553566">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553566</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164551_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780663" refname="GSM2164551"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164552_r1" accession="SRR3553567">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553567</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164552_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780664" refname="GSM2164552"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164552_r2" accession="SRR3553568">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553568</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164552_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780664" refname="GSM2164552"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164553_r1" accession="SRR3553569">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553569</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164553_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780665" refname="GSM2164553"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164553_r2" accession="SRR3553570">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553570</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164553_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780665" refname="GSM2164553"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164554_r1" accession="SRR3553571">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553571</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164554_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780666" refname="GSM2164554"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164554_r2" accession="SRR3553572">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553572</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164554_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780666" refname="GSM2164554"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164555_r1" accession="SRR3553573">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553573</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164555_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780667" refname="GSM2164555"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164555_r2" accession="SRR3553574">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553574</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164555_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780667" refname="GSM2164555"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164556_r1" accession="SRR3553575">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553575</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164556_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780668" refname="GSM2164556"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164556_r2" accession="SRR3553576">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553576</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164556_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780668" refname="GSM2164556"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164557_r1" accession="SRR3553577">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553577</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164557_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780669" refname="GSM2164557"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164557_r2" accession="SRR3553578">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553578</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164557_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780669" refname="GSM2164557"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164558_r1" accession="SRR3553579">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553579</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164558_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780670" refname="GSM2164558"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164558_r2" accession="SRR3553580">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553580</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164558_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780670" refname="GSM2164558"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164559_r1" accession="SRR3553581">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553581</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164559_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780671" refname="GSM2164559"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164559_r2" accession="SRR3553582">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553582</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164559_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780671" refname="GSM2164559"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164560_r1" accession="SRR3553583">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553583</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164560_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780672" refname="GSM2164560"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164560_r2" accession="SRR3553584">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553584</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164560_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780672" refname="GSM2164560"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164561_r1" accession="SRR3553585">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553585</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164561_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780673" refname="GSM2164561"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164561_r2" accession="SRR3553586">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553586</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164561_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780673" refname="GSM2164561"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164562_r1" accession="SRR3553587">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553587</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164562_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780674" refname="GSM2164562"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164562_r2" accession="SRR3553588">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553588</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164562_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780674" refname="GSM2164562"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164563_r1" accession="SRR3553589">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553589</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164563_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780675" refname="GSM2164563"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164564_r1" accession="SRR3553590">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553590</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164564_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780676" refname="GSM2164564"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164565_r1" accession="SRR3553591">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553591</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164565_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780677" refname="GSM2164565"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164566_r1" accession="SRR3553592">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553592</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164566_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780678" refname="GSM2164566"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164567_r1" accession="SRR3553593">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553593</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164567_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780679" refname="GSM2164567"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164568_r1" accession="SRR3553594">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553594</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164568_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780680" refname="GSM2164568"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164569_r1" accession="SRR3553595">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553595</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164569_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780681" refname="GSM2164569"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164570_r1" accession="SRR3553596">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553596</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164570_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780682" refname="GSM2164570"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164571_r1" accession="SRR3553597">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553597</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164571_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780683" refname="GSM2164571"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164572_r1" accession="SRR3553598">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553598</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164572_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780684" refname="GSM2164572"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164573_r1" accession="SRR3553599">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553599</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164573_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780685" refname="GSM2164573"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164574_r1" accession="SRR3553600">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553600</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164574_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780686" refname="GSM2164574"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164575_r1" accession="SRR3553601">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553601</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164575_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780687" refname="GSM2164575"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164576_r1" accession="SRR3553602">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553602</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164576_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780688" refname="GSM2164576"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164577_r1" accession="SRR3553603">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553603</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164577_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780689" refname="GSM2164577"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164578_r1" accession="SRR3553604">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553604</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164578_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780690" refname="GSM2164578"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164579_r1" accession="SRR3553605">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553605</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164579_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780691" refname="GSM2164579"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164580_r1" accession="SRR3553606">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553606</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164580_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780692" refname="GSM2164580"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164581_r1" accession="SRR3553607">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553607</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164581_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780693" refname="GSM2164581"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164582_r1" accession="SRR3553608">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553608</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164582_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780694" refname="GSM2164582"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164583_r1" accession="SRR3553609">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553609</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164583_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780695" refname="GSM2164583"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164584_r1" accession="SRR3553610">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553610</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164584_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780696" refname="GSM2164584"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164585_r1" accession="SRR3553611">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553611</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164585_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780697" refname="GSM2164585"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164586_r1" accession="SRR3553612">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553612</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164586_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780698" refname="GSM2164586"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164587_r1" accession="SRR3553613">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553613</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164587_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780699" refname="GSM2164587"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164588_r1" accession="SRR3553614">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553614</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164588_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780700" refname="GSM2164588"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164589_r1" accession="SRR3553615">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553615</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164589_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780701" refname="GSM2164589"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164590_r1" accession="SRR3553616">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553616</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164590_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780702" refname="GSM2164590"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164591_r1" accession="SRR3553617">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553617</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164591_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780703" refname="GSM2164591"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164592_r1" accession="SRR3553618">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553618</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164592_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780704" refname="GSM2164592"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164593_r1" accession="SRR3553619">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553619</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164593_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780705" refname="GSM2164593"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164594_r1" accession="SRR3553620">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553620</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164594_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780706" refname="GSM2164594"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164595_r1" accession="SRR3553621">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553621</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164595_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780707" refname="GSM2164595"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164596_r1" accession="SRR3553622">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553622</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164596_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780708" refname="GSM2164596"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164597_r1" accession="SRR3553623">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553623</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164597_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780709" refname="GSM2164597"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164598_r1" accession="SRR3553624">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553624</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164598_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780710" refname="GSM2164598"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164599_r1" accession="SRR3553625">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553625</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164599_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780711" refname="GSM2164599"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164600_r1" accession="SRR3553626">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553626</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164600_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780712" refname="GSM2164600"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164601_r1" accession="SRR3553627">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553627</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164601_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780713" refname="GSM2164601"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164602_r1" accession="SRR3553628">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553628</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164602_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780714" refname="GSM2164602"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164603_r1" accession="SRR3553629">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553629</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164603_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780715" refname="GSM2164603"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164604_r1" accession="SRR3553630">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553630</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164604_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780716" refname="GSM2164604"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164605_r1" accession="SRR3553631">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553631</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164605_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780717" refname="GSM2164605"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164606_r1" accession="SRR3553632">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553632</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164606_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780718" refname="GSM2164606"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164607_r1" accession="SRR3553633">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553633</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164607_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780719" refname="GSM2164607"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164608_r1" accession="SRR3553634">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553634</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164608_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780720" refname="GSM2164608"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164609_r1" accession="SRR3553635">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553635</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164609_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780721" refname="GSM2164609"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164610_r1" accession="SRR3553636">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553636</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164610_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780722" refname="GSM2164610"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164611_r1" accession="SRR3553637">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553637</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164611_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780723" refname="GSM2164611"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164612_r1" accession="SRR3553638">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553638</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164612_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780724" refname="GSM2164612"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164613_r1" accession="SRR3553639">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553639</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164613_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780725" refname="GSM2164613"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164614_r1" accession="SRR3553640">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553640</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164614_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780726" refname="GSM2164614"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164615_r1" accession="SRR3553641">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553641</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164615_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780727" refname="GSM2164615"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164616_r1" accession="SRR3553642">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553642</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164616_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780728" refname="GSM2164616"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164617_r1" accession="SRR3553643">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553643</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164617_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780729" refname="GSM2164617"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164618_r1" accession="SRR3553644">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553644</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164618_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780730" refname="GSM2164618"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164619_r1" accession="SRR3553645">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553645</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164619_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780731" refname="GSM2164619"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164620_r1" accession="SRR3553646">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553646</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164620_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780732" refname="GSM2164620"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164621_r1" accession="SRR3553647">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553647</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164621_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780733" refname="GSM2164621"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164622_r1" accession="SRR3553648">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553648</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164622_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780734" refname="GSM2164622"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164623_r1" accession="SRR3553649">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553649</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164623_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780735" refname="GSM2164623"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164624_r1" accession="SRR3553650">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553650</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164624_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780736" refname="GSM2164624"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164625_r1" accession="SRR3553651">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553651</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164625_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780737" refname="GSM2164625"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164626_r1" accession="SRR3553652">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553652</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164626_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780738" refname="GSM2164626"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164627_r1" accession="SRR3553653">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553653</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164627_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780739" refname="GSM2164627"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164628_r1" accession="SRR3553654">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553654</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164628_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780740" refname="GSM2164628"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164629_r1" accession="SRR3553655">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553655</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164629_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780741" refname="GSM2164629"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164630_r1" accession="SRR3553656">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553656</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164630_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780742" refname="GSM2164630"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164631_r1" accession="SRR3553657">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553657</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164631_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780743" refname="GSM2164631"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164632_r1" accession="SRR3553658">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553658</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164632_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780744" refname="GSM2164632"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164633_r1" accession="SRR3553659">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553659</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164633_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780745" refname="GSM2164633"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164634_r1" accession="SRR3553660">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553660</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164634_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780746" refname="GSM2164634"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164635_r1" accession="SRR3553661">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553661</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164635_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780747" refname="GSM2164635"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164636_r1" accession="SRR3553662">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553662</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164636_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780748" refname="GSM2164636"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164637_r1" accession="SRR3553663">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553663</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164637_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780749" refname="GSM2164637"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164638_r1" accession="SRR3553664">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553664</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164638_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780750" refname="GSM2164638"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164639_r1" accession="SRR3553665">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553665</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164639_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780751" refname="GSM2164639"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164640_r1" accession="SRR3553666">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553666</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164640_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780752" refname="GSM2164640"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164641_r1" accession="SRR3553667">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553667</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164641_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780753" refname="GSM2164641"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164642_r1" accession="SRR3553668">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553668</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164642_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780754" refname="GSM2164642"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164643_r1" accession="SRR3553669">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553669</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164643_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780755" refname="GSM2164643"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164644_r1" accession="SRR3553670">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553670</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164644_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780756" refname="GSM2164644"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164645_r1" accession="SRR3553671">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553671</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164645_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780757" refname="GSM2164645"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164646_r1" accession="SRR3553672">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553672</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164646_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780758" refname="GSM2164646"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164647_r1" accession="SRR3553673">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553673</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164647_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780759" refname="GSM2164647"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164648_r1" accession="SRR3553674">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553674</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164648_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780760" refname="GSM2164648"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164649_r1" accession="SRR3553675">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553675</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164649_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780761" refname="GSM2164649"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164650_r1" accession="SRR3553676">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553676</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164650_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780762" refname="GSM2164650"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164651_r1" accession="SRR3553677">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553677</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164651_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780763" refname="GSM2164651"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164652_r1" accession="SRR3553678">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553678</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164652_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780764" refname="GSM2164652"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164653_r1" accession="SRR3553679">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553679</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164653_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780765" refname="GSM2164653"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164654_r1" accession="SRR3553680">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553680</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164654_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780766" refname="GSM2164654"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164655_r1" accession="SRR3553681">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553681</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164655_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780767" refname="GSM2164655"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164656_r1" accession="SRR3553682">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553682</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164656_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780768" refname="GSM2164656"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164657_r1" accession="SRR3553683">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553683</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164657_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780769" refname="GSM2164657"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164658_r1" accession="SRR3553684">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553684</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164658_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780770" refname="GSM2164658"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164659_r1" accession="SRR3553685">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553685</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164659_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780771" refname="GSM2164659"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164660_r1" accession="SRR3553686">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553686</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164660_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780772" refname="GSM2164660"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164661_r1" accession="SRR3553687">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553687</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164661_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780773" refname="GSM2164661"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164662_r1" accession="SRR3553688">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553688</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164662_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780774" refname="GSM2164662"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164663_r1" accession="SRR3553689">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553689</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164663_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780775" refname="GSM2164663"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164664_r1" accession="SRR3553690">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553690</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164664_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780776" refname="GSM2164664"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164665_r1" accession="SRR3553691">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553691</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164665_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780777" refname="GSM2164665"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164666_r1" accession="SRR3553692">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553692</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164666_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780778" refname="GSM2164666"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164667_r1" accession="SRR3553693">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553693</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164667_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780779" refname="GSM2164667"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164668_r1" accession="SRR3553694">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553694</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164668_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780780" refname="GSM2164668"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164669_r1" accession="SRR3553695">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553695</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164669_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780781" refname="GSM2164669"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164670_r1" accession="SRR3553696">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553696</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164670_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780782" refname="GSM2164670"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164671_r1" accession="SRR3553697">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553697</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164671_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780783" refname="GSM2164671"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164672_r1" accession="SRR3553698">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553698</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164672_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780784" refname="GSM2164672"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164673_r1" accession="SRR3553699">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553699</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164673_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780785" refname="GSM2164673"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164674_r1" accession="SRR3553700">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553700</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164674_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780786" refname="GSM2164674"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164675_r1" accession="SRR3553701">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553701</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164675_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780787" refname="GSM2164675"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164676_r1" accession="SRR3553702">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553702</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164676_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780788" refname="GSM2164676"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164677_r1" accession="SRR3553703">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553703</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164677_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780789" refname="GSM2164677"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164678_r1" accession="SRR3553704">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553704</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164678_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780790" refname="GSM2164678"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164679_r1" accession="SRR3553705">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553705</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164679_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780791" refname="GSM2164679"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164680_r1" accession="SRR3553706">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553706</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164680_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780792" refname="GSM2164680"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164681_r1" accession="SRR3553707">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553707</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164681_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780793" refname="GSM2164681"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164682_r1" accession="SRR3553708">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553708</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164682_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780794" refname="GSM2164682"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164683_r1" accession="SRR3553709">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553709</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164683_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780795" refname="GSM2164683"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164684_r1" accession="SRR3553710">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553710</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164684_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780796" refname="GSM2164684"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164685_r1" accession="SRR3553711">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553711</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164685_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780797" refname="GSM2164685"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164686_r1" accession="SRR3553712">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553712</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164686_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780798" refname="GSM2164686"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164687_r1" accession="SRR3553713">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553713</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164687_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780799" refname="GSM2164687"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164688_r1" accession="SRR3553714">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553714</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164688_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780800" refname="GSM2164688"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164689_r1" accession="SRR3553715">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553715</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164689_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780801" refname="GSM2164689"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164690_r1" accession="SRR3553716">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553716</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164690_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780802" refname="GSM2164690"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164691_r1" accession="SRR3553717">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553717</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164691_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780803" refname="GSM2164691"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164692_r1" accession="SRR3553718">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553718</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164692_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780804" refname="GSM2164692"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164693_r1" accession="SRR3553719">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553719</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164693_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780805" refname="GSM2164693"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164694_r1" accession="SRR3553720">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553720</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164694_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780806" refname="GSM2164694"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164695_r1" accession="SRR3553721">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553721</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164695_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780807" refname="GSM2164695"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164696_r1" accession="SRR3553722">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553722</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164696_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780808" refname="GSM2164696"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164697_r1" accession="SRR3553723">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553723</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164697_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780809" refname="GSM2164697"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164698_r1" accession="SRR3553724">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553724</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164698_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780810" refname="GSM2164698"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164699_r1" accession="SRR3553725">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553725</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164699_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780811" refname="GSM2164699"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164700_r1" accession="SRR3553726">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553726</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164700_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780812" refname="GSM2164700"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164701_r1" accession="SRR3553727">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553727</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164701_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780813" refname="GSM2164701"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164702_r1" accession="SRR3553728">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553728</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164702_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780814" refname="GSM2164702"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164703_r1" accession="SRR3553729">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553729</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164703_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780815" refname="GSM2164703"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164704_r1" accession="SRR3553730">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553730</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164704_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780816" refname="GSM2164704"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164705_r1" accession="SRR3553731">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553731</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164705_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780817" refname="GSM2164705"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164706_r1" accession="SRR3553732">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553732</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164706_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780818" refname="GSM2164706"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164707_r1" accession="SRR3553733">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553733</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164707_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780819" refname="GSM2164707"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164708_r1" accession="SRR3553734">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553734</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164708_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780820" refname="GSM2164708"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164709_r1" accession="SRR3553735">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553735</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164709_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780821" refname="GSM2164709"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164710_r1" accession="SRR3553736">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553736</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164710_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780822" refname="GSM2164710"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164711_r1" accession="SRR3553737">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553737</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164711_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780823" refname="GSM2164711"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164712_r1" accession="SRR3553738">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553738</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164712_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780824" refname="GSM2164712"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164713_r1" accession="SRR3553739">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553739</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164713_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780825" refname="GSM2164713"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164714_r1" accession="SRR3553740">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553740</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164714_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780826" refname="GSM2164714"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164715_r1" accession="SRR3553741">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553741</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164715_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780827" refname="GSM2164715"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164716_r1" accession="SRR3553742">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553742</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164716_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780828" refname="GSM2164716"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164717_r1" accession="SRR3553743">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553743</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164717_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780829" refname="GSM2164717"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164718_r1" accession="SRR3553744">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553744</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164718_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780830" refname="GSM2164718"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164719_r1" accession="SRR3553745">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553745</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164719_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780831" refname="GSM2164719"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164720_r1" accession="SRR3553746">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553746</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164720_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780832" refname="GSM2164720"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164721_r1" accession="SRR3553747">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553747</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164721_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780833" refname="GSM2164721"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164722_r1" accession="SRR3553748">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553748</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164722_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780834" refname="GSM2164722"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164723_r1" accession="SRR3553749">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553749</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164723_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780835" refname="GSM2164723"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164724_r1" accession="SRR3553750">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553750</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164724_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780836" refname="GSM2164724"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164725_r1" accession="SRR3553751">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553751</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164725_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780837" refname="GSM2164725"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164726_r1" accession="SRR3553752">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553752</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164726_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780838" refname="GSM2164726"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164727_r1" accession="SRR3553753">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553753</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164727_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780839" refname="GSM2164727"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164728_r1" accession="SRR3553754">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553754</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164728_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780840" refname="GSM2164728"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164729_r1" accession="SRR3553755">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553755</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164729_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780841" refname="GSM2164729"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164730_r1" accession="SRR3553756">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553756</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164730_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780842" refname="GSM2164730"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164731_r1" accession="SRR3553757">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553757</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164731_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780843" refname="GSM2164731"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164732_r1" accession="SRR3553758">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553758</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164732_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780844" refname="GSM2164732"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164733_r1" accession="SRR3553759">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553759</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164733_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780845" refname="GSM2164733"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164734_r1" accession="SRR3553760">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553760</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164734_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780846" refname="GSM2164734"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164735_r1" accession="SRR3553761">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553761</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164735_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780847" refname="GSM2164735"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164736_r1" accession="SRR3553762">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553762</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164736_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780848" refname="GSM2164736"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164737_r1" accession="SRR3553763">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553763</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164737_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780849" refname="GSM2164737"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164738_r1" accession="SRR3553764">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553764</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164738_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780850" refname="GSM2164738"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164739_r1" accession="SRR3553765">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553765</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164739_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780851" refname="GSM2164739"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164740_r1" accession="SRR3553766">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553766</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164740_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780852" refname="GSM2164740"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164741_r1" accession="SRR3553767">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553767</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164741_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780853" refname="GSM2164741"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164742_r1" accession="SRR3553768">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553768</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164742_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780854" refname="GSM2164742"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164743_r1" accession="SRR3553769">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553769</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164743_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780855" refname="GSM2164743"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164744_r1" accession="SRR3553770">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553770</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164744_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780856" refname="GSM2164744"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164745_r1" accession="SRR3553771">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553771</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164745_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780857" refname="GSM2164745"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164746_r1" accession="SRR3553772">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553772</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164746_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780858" refname="GSM2164746"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164747_r1" accession="SRR3553773">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553773</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164747_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780859" refname="GSM2164747"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164748_r1" accession="SRR3553774">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553774</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164748_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780860" refname="GSM2164748"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164749_r1" accession="SRR3553775">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553775</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164749_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780861" refname="GSM2164749"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164750_r1" accession="SRR3553776">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553776</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164750_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780862" refname="GSM2164750"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164751_r1" accession="SRR3553777">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553777</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164751_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780863" refname="GSM2164751"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164752_r1" accession="SRR3553778">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553778</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164752_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780864" refname="GSM2164752"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164753_r1" accession="SRR3553779">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553779</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164753_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780865" refname="GSM2164753"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164754_r1" accession="SRR3553780">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553780</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164754_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780866" refname="GSM2164754"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164755_r1" accession="SRR3553781">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553781</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164755_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780867" refname="GSM2164755"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164756_r1" accession="SRR3553782">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553782</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164756_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780868" refname="GSM2164756"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164757_r1" accession="SRR3553783">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553783</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164757_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780869" refname="GSM2164757"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164758_r1" accession="SRR3553784">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553784</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164758_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780870" refname="GSM2164758"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164759_r1" accession="SRR3553785">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553785</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164759_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780871" refname="GSM2164759"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164760_r1" accession="SRR3553786">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553786</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164760_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780872" refname="GSM2164760"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164761_r1" accession="SRR3553787">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553787</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164761_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780873" refname="GSM2164761"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164762_r1" accession="SRR3553788">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553788</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164762_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780874" refname="GSM2164762"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164763_r1" accession="SRR3553789">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553789</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164763_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780875" refname="GSM2164763"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164764_r1" accession="SRR3553790">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553790</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164764_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780876" refname="GSM2164764"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164765_r1" accession="SRR3553791">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553791</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164765_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780877" refname="GSM2164765"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164766_r1" accession="SRR3553792">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553792</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164766_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780878" refname="GSM2164766"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164767_r1" accession="SRR3553793">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553793</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164767_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780879" refname="GSM2164767"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164768_r1" accession="SRR3553794">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553794</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164768_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780880" refname="GSM2164768"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164769_r1" accession="SRR3553795">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553795</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164769_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780881" refname="GSM2164769"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164770_r1" accession="SRR3553796">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553796</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164770_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780882" refname="GSM2164770"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164771_r1" accession="SRR3553797">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553797</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164771_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780883" refname="GSM2164771"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164772_r1" accession="SRR3553798">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553798</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164772_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780884" refname="GSM2164772"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164773_r1" accession="SRR3553799">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553799</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164773_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780885" refname="GSM2164773"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164774_r1" accession="SRR3553800">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553800</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164774_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780886" refname="GSM2164774"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164775_r1" accession="SRR3553801">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553801</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164775_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780887" refname="GSM2164775"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164776_r1" accession="SRR3553802">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553802</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164776_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780888" refname="GSM2164776"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164777_r1" accession="SRR3553803">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553803</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164777_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780889" refname="GSM2164777"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164778_r1" accession="SRR3553804">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553804</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164778_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780890" refname="GSM2164778"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164779_r1" accession="SRR3553805">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553805</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164779_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780891" refname="GSM2164779"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164780_r1" accession="SRR3553806">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553806</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164780_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780892" refname="GSM2164780"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164781_r1" accession="SRR3553807">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553807</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164781_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780893" refname="GSM2164781"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164782_r1" accession="SRR3553808">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553808</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164782_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780894" refname="GSM2164782"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164783_r1" accession="SRR3553809">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553809</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164783_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780895" refname="GSM2164783"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164784_r1" accession="SRR3553810">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553810</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164784_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780896" refname="GSM2164784"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164785_r1" accession="SRR3553811">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553811</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164785_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780897" refname="GSM2164785"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164786_r1" accession="SRR3553812">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553812</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164786_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780898" refname="GSM2164786"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164787_r1" accession="SRR3553813">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553813</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164787_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780899" refname="GSM2164787"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164788_r1" accession="SRR3553814">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553814</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164788_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780900" refname="GSM2164788"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164789_r1" accession="SRR3553815">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553815</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164789_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780901" refname="GSM2164789"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164790_r1" accession="SRR3553816">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553816</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164790_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780902" refname="GSM2164790"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164791_r1" accession="SRR3553817">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553817</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164791_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780903" refname="GSM2164791"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164792_r1" accession="SRR3553818">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553818</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164792_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780904" refname="GSM2164792"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164793_r1" accession="SRR3553819">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553819</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164793_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780905" refname="GSM2164793"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164794_r1" accession="SRR3553820">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553820</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164794_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780906" refname="GSM2164794"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164795_r1" accession="SRR3553821">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553821</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164795_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780907" refname="GSM2164795"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164796_r1" accession="SRR3553822">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553822</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164796_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780908" refname="GSM2164796"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164797_r1" accession="SRR3553823">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553823</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164797_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780909" refname="GSM2164797"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164798_r1" accession="SRR3553824">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553824</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164798_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780910" refname="GSM2164798"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164799_r1" accession="SRR3553825">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553825</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164799_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780911" refname="GSM2164799"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164800_r1" accession="SRR3553826">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553826</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164800_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780912" refname="GSM2164800"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164801_r1" accession="SRR3553827">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553827</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164801_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780913" refname="GSM2164801"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164802_r1" accession="SRR3553828">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553828</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164802_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780914" refname="GSM2164802"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164803_r1" accession="SRR3553829">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553829</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164803_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780915" refname="GSM2164803"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164804_r1" accession="SRR3553830">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553830</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164804_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780916" refname="GSM2164804"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164805_r1" accession="SRR3553831">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553831</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164805_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780917" refname="GSM2164805"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164806_r1" accession="SRR3553832">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553832</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164806_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780918" refname="GSM2164806"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164807_r1" accession="SRR3553833">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553833</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164807_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780919" refname="GSM2164807"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164808_r1" accession="SRR3553834">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553834</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164808_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780920" refname="GSM2164808"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164809_r1" accession="SRR3553835">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553835</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164809_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780921" refname="GSM2164809"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164810_r1" accession="SRR3553836">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553836</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164810_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780922" refname="GSM2164810"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164811_r1" accession="SRR3553837">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553837</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164811_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780923" refname="GSM2164811"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164812_r1" accession="SRR3553838">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553838</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164812_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780924" refname="GSM2164812"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164813_r1" accession="SRR3553839">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553839</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164813_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780925" refname="GSM2164813"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164814_r1" accession="SRR3553840">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553840</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164814_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780926" refname="GSM2164814"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164815_r1" accession="SRR3553841">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553841</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164815_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780927" refname="GSM2164815"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164816_r1" accession="SRR3553842">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553842</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164816_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780928" refname="GSM2164816"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164817_r1" accession="SRR3553843">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553843</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164817_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780929" refname="GSM2164817"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164818_r1" accession="SRR3553844">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553844</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164818_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780930" refname="GSM2164818"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164819_r1" accession="SRR3553845">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553845</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164819_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780931" refname="GSM2164819"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164820_r1" accession="SRR3553846">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553846</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164820_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780932" refname="GSM2164820"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164821_r1" accession="SRR3553847">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553847</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164821_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780933" refname="GSM2164821"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164822_r1" accession="SRR3553848">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553848</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164822_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780934" refname="GSM2164822"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164823_r1" accession="SRR3553849">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553849</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164823_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780935" refname="GSM2164823"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164824_r1" accession="SRR3553850">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553850</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164824_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780936" refname="GSM2164824"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164825_r1" accession="SRR3553851">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553851</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164825_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780937" refname="GSM2164825"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164826_r1" accession="SRR3553852">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553852</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164826_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780938" refname="GSM2164826"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164827_r1" accession="SRR3553853">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553853</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164827_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780939" refname="GSM2164827"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164828_r1" accession="SRR3553854">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553854</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164828_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780940" refname="GSM2164828"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>46</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164829_r1" accession="SRR3553855">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553855</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164829_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780941" refname="GSM2164829"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164830_r1" accession="SRR3553856">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553856</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164830_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780942" refname="GSM2164830"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164831_r1" accession="SRR3553857">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553857</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164831_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780943" refname="GSM2164831"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164832_r1" accession="SRR3553858">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553858</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164832_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780944" refname="GSM2164832"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164833_r1" accession="SRR3553859">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553859</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164833_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780945" refname="GSM2164833"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164834_r1" accession="SRR3553860">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553860</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164834_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780946" refname="GSM2164834"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164835_r1" accession="SRR3553861">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553861</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164835_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780947" refname="GSM2164835"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164836_r1" accession="SRR3553862">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553862</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164836_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780948" refname="GSM2164836"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164837_r1" accession="SRR3553863">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553863</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164837_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780949" refname="GSM2164837"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164838_r1" accession="SRR3553864">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553864</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164838_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780950" refname="GSM2164838"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164839_r1" accession="SRR3553865">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553865</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164839_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780951" refname="GSM2164839"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164840_r1" accession="SRR3553866">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553866</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164840_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780952" refname="GSM2164840"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164841_r1" accession="SRR3553867">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553867</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164841_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780953" refname="GSM2164841"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164842_r1" accession="SRR3553868">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553868</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164842_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780954" refname="GSM2164842"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164843_r1" accession="SRR3553869">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553869</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164843_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780955" refname="GSM2164843"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164844_r1" accession="SRR3553870">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553870</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164844_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780956" refname="GSM2164844"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164845_r1" accession="SRR3553871">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553871</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164845_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780957" refname="GSM2164845"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164846_r1" accession="SRR3553872">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553872</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164846_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780958" refname="GSM2164846"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164847_r1" accession="SRR3553873">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553873</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164847_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780959" refname="GSM2164847"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164848_r1" accession="SRR3553874">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553874</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164848_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780960" refname="GSM2164848"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164849_r1" accession="SRR3553875">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553875</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164849_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780961" refname="GSM2164849"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164850_r1" accession="SRR3553876">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553876</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164850_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780962" refname="GSM2164850"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164851_r1" accession="SRR3553877">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553877</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164851_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780963" refname="GSM2164851"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164852_r1" accession="SRR3553878">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553878</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164852_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780964" refname="GSM2164852"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164853_r1" accession="SRR3553879">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553879</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164853_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780965" refname="GSM2164853"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164854_r1" accession="SRR3553880">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553880</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164854_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780966" refname="GSM2164854"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164855_r1" accession="SRR3553881">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553881</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164855_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780967" refname="GSM2164855"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164856_r1" accession="SRR3553882">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553882</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164856_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780968" refname="GSM2164856"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164857_r1" accession="SRR3553883">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553883</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164857_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780969" refname="GSM2164857"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164858_r1" accession="SRR3553884">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553884</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164858_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780970" refname="GSM2164858"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164859_r1" accession="SRR3553885">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553885</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164859_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780971" refname="GSM2164859"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164860_r1" accession="SRR3553886">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553886</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164860_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780972" refname="GSM2164860"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164861_r1" accession="SRR3553887">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553887</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164861_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780973" refname="GSM2164861"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164862_r1" accession="SRR3553888">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553888</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164862_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780974" refname="GSM2164862"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164863_r1" accession="SRR3553889">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553889</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164863_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780975" refname="GSM2164863"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164864_r1" accession="SRR3553890">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553890</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164864_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780976" refname="GSM2164864"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164865_r1" accession="SRR3553891">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553891</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164865_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780977" refname="GSM2164865"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164866_r1" accession="SRR3553892">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553892</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164866_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780978" refname="GSM2164866"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164867_r1" accession="SRR3553893">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553893</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164867_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780979" refname="GSM2164867"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164868_r1" accession="SRR3553894">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553894</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164868_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780980" refname="GSM2164868"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164869_r1" accession="SRR3553895">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553895</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164869_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780981" refname="GSM2164869"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164870_r1" accession="SRR3553896">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553896</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164870_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780982" refname="GSM2164870"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164871_r1" accession="SRR3553897">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553897</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164871_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780983" refname="GSM2164871"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164872_r1" accession="SRR3553898">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553898</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164872_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780984" refname="GSM2164872"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164873_r1" accession="SRR3553899">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553899</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164873_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780985" refname="GSM2164873"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164874_r1" accession="SRR3553900">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553900</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164874_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780986" refname="GSM2164874"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164875_r1" accession="SRR3553901">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553901</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164875_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780987" refname="GSM2164875"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164876_r1" accession="SRR3553902">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553902</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164876_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780988" refname="GSM2164876"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164877_r1" accession="SRR3553903">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553903</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164877_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780989" refname="GSM2164877"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164878_r1" accession="SRR3553904">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553904</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164878_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780990" refname="GSM2164878"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164879_r1" accession="SRR3553905">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553905</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164879_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780991" refname="GSM2164879"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164880_r1" accession="SRR3553906">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553906</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164880_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780992" refname="GSM2164880"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164881_r1" accession="SRR3553907">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553907</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164881_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780993" refname="GSM2164881"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164882_r1" accession="SRR3553908">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553908</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164882_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780994" refname="GSM2164882"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164883_r1" accession="SRR3553909">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553909</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164883_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780995" refname="GSM2164883"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164884_r1" accession="SRR3553910">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553910</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164884_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780996" refname="GSM2164884"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164885_r1" accession="SRR3553911">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553911</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164885_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780997" refname="GSM2164885"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164886_r1" accession="SRR3553912">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553912</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164886_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780998" refname="GSM2164886"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164887_r1" accession="SRR3553913">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553913</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164887_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1780999" refname="GSM2164887"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164888_r1" accession="SRR3553914">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553914</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164888_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781000" refname="GSM2164888"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164889_r1" accession="SRR3553915">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553915</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164889_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781001" refname="GSM2164889"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164890_r1" accession="SRR3553916">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553916</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164890_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781002" refname="GSM2164890"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164891_r1" accession="SRR3553917">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553917</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164891_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781003" refname="GSM2164891"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164892_r1" accession="SRR3553918">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553918</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164892_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781004" refname="GSM2164892"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164893_r1" accession="SRR3553919">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553919</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164893_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781005" refname="GSM2164893"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164894_r1" accession="SRR3553920">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553920</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164894_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781006" refname="GSM2164894"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164895_r1" accession="SRR3553921">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553921</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164895_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781007" refname="GSM2164895"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164896_r1" accession="SRR3553922">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553922</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164896_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781008" refname="GSM2164896"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164897_r1" accession="SRR3553923">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553923</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164897_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781009" refname="GSM2164897"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164898_r1" accession="SRR3553924">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553924</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164898_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781010" refname="GSM2164898"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164899_r1" accession="SRR3553925">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553925</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164899_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781011" refname="GSM2164899"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164900_r1" accession="SRR3553926">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553926</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164900_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781012" refname="GSM2164900"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164901_r1" accession="SRR3553927">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553927</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164901_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781013" refname="GSM2164901"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164902_r1" accession="SRR3553928">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553928</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164902_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781014" refname="GSM2164902"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164903_r1" accession="SRR3553929">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553929</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164903_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781015" refname="GSM2164903"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164904_r1" accession="SRR3553930">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553930</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164904_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781016" refname="GSM2164904"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164905_r1" accession="SRR3553931">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553931</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164905_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781017" refname="GSM2164905"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164906_r1" accession="SRR3553932">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553932</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164906_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781018" refname="GSM2164906"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164907_r1" accession="SRR3553933">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553933</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164907_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781019" refname="GSM2164907"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164908_r1" accession="SRR3553934">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553934</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164908_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781020" refname="GSM2164908"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164909_r1" accession="SRR3553935">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553935</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164909_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781021" refname="GSM2164909"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164910_r1" accession="SRR3553936">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553936</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164910_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781022" refname="GSM2164910"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164911_r1" accession="SRR3553937">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553937</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164911_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781023" refname="GSM2164911"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164912_r1" accession="SRR3553938">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553938</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164912_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781024" refname="GSM2164912"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164913_r1" accession="SRR3553939">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553939</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164913_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781025" refname="GSM2164913"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164914_r1" accession="SRR3553940">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553940</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164914_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781026" refname="GSM2164914"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164915_r1" accession="SRR3553941">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553941</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164915_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781027" refname="GSM2164915"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164916_r1" accession="SRR3553942">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553942</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164916_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781028" refname="GSM2164916"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164917_r1" accession="SRR3553943">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553943</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164917_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781029" refname="GSM2164917"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164918_r1" accession="SRR3553944">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553944</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164918_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781030" refname="GSM2164918"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164919_r1" accession="SRR3553945">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553945</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164919_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781031" refname="GSM2164919"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164920_r1" accession="SRR3553946">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553946</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164920_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781032" refname="GSM2164920"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164921_r1" accession="SRR3553947">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553947</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164921_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781033" refname="GSM2164921"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164922_r1" accession="SRR3553948">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553948</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164922_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781034" refname="GSM2164922"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164923_r1" accession="SRR3553949">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553949</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164923_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781035" refname="GSM2164923"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164924_r1" accession="SRR3553950">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553950</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164924_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781036" refname="GSM2164924"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164925_r1" accession="SRR3553951">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553951</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164925_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781037" refname="GSM2164925"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164926_r1" accession="SRR3553952">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553952</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164926_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781038" refname="GSM2164926"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164927_r1" accession="SRR3553953">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553953</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164927_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781039" refname="GSM2164927"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164928_r1" accession="SRR3553954">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553954</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164928_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781040" refname="GSM2164928"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164929_r1" accession="SRR3553955">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553955</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164929_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781041" refname="GSM2164929"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164930_r1" accession="SRR3553956">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553956</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164930_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781042" refname="GSM2164930"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164931_r1" accession="SRR3553957">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553957</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164931_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781043" refname="GSM2164931"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164932_r1" accession="SRR3553958">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553958</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164932_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781044" refname="GSM2164932"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164933_r1" accession="SRR3553959">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553959</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164933_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781045" refname="GSM2164933"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164934_r1" accession="SRR3553960">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553960</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164934_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781046" refname="GSM2164934"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164935_r1" accession="SRR3553961">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553961</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164935_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781047" refname="GSM2164935"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164936_r1" accession="SRR3553962">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553962</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164936_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781048" refname="GSM2164936"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164937_r1" accession="SRR3553963">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553963</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164937_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781049" refname="GSM2164937"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164938_r1" accession="SRR3553964">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553964</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164938_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781050" refname="GSM2164938"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164939_r1" accession="SRR3553965">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553965</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164939_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781051" refname="GSM2164939"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164940_r1" accession="SRR3553966">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553966</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164940_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781052" refname="GSM2164940"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164941_r1" accession="SRR3553967">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553967</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164941_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781053" refname="GSM2164941"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164942_r1" accession="SRR3553968">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553968</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164942_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781054" refname="GSM2164942"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164943_r1" accession="SRR3553969">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553969</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164943_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781055" refname="GSM2164943"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164944_r1" accession="SRR3553970">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553970</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164944_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781056" refname="GSM2164944"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164945_r1" accession="SRR3553971">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553971</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164945_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781057" refname="GSM2164945"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164946_r1" accession="SRR3553972">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553972</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164946_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781058" refname="GSM2164946"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164947_r1" accession="SRR3553973">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553973</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164947_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781059" refname="GSM2164947"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164948_r1" accession="SRR3553974">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553974</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164948_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781060" refname="GSM2164948"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164949_r1" accession="SRR3553975">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553975</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164949_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781061" refname="GSM2164949"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164950_r1" accession="SRR3553976">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553976</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164950_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781062" refname="GSM2164950"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164951_r1" accession="SRR3553977">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553977</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164951_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781063" refname="GSM2164951"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164952_r1" accession="SRR3553978">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553978</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164952_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781064" refname="GSM2164952"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164953_r1" accession="SRR3553979">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553979</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164953_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781065" refname="GSM2164953"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164954_r1" accession="SRR3553980">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553980</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164954_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781066" refname="GSM2164954"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164955_r1" accession="SRR3553981">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553981</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164955_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781067" refname="GSM2164955"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164956_r1" accession="SRR3553982">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553982</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164956_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781068" refname="GSM2164956"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164957_r1" accession="SRR3553983">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553983</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164957_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781069" refname="GSM2164957"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164958_r1" accession="SRR3553984">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553984</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164958_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781070" refname="GSM2164958"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164959_r1" accession="SRR3553985">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553985</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164959_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781071" refname="GSM2164959"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164960_r1" accession="SRR3553986">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553986</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164960_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781072" refname="GSM2164960"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164961_r1" accession="SRR3553987">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553987</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164961_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781073" refname="GSM2164961"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164962_r1" accession="SRR3553988">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553988</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164962_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781074" refname="GSM2164962"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164963_r1" accession="SRR3553989">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553989</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164963_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781075" refname="GSM2164963"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164964_r1" accession="SRR3553990">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553990</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164964_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781076" refname="GSM2164964"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164965_r1" accession="SRR3553991">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553991</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164965_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781077" refname="GSM2164965"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164966_r1" accession="SRR3553992">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553992</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164966_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781078" refname="GSM2164966"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164967_r1" accession="SRR3553993">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553993</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164967_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781079" refname="GSM2164967"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164968_r1" accession="SRR3553994">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553994</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164968_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781080" refname="GSM2164968"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164969_r1" accession="SRR3553995">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553995</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164969_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781081" refname="GSM2164969"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164970_r1" accession="SRR3553996">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553996</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164970_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781082" refname="GSM2164970"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164971_r1" accession="SRR3553997">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553997</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164971_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781083" refname="GSM2164971"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164972_r1" accession="SRR3553998">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553998</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164972_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781084" refname="GSM2164972"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164973_r1" accession="SRR3553999">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3553999</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164973_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781085" refname="GSM2164973"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164974_r1" accession="SRR3554000">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554000</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164974_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781086" refname="GSM2164974"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164975_r1" accession="SRR3554001">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554001</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164975_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781087" refname="GSM2164975"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164976_r1" accession="SRR3554002">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554002</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164976_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781088" refname="GSM2164976"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164977_r1" accession="SRR3554003">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554003</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164977_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781089" refname="GSM2164977"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164978_r1" accession="SRR3554004">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554004</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164978_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781090" refname="GSM2164978"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164979_r1" accession="SRR3554005">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554005</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164979_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781091" refname="GSM2164979"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164980_r1" accession="SRR3554006">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554006</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164980_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781092" refname="GSM2164980"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164981_r1" accession="SRR3554007">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554007</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164981_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781093" refname="GSM2164981"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164982_r1" accession="SRR3554008">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554008</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164982_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781094" refname="GSM2164982"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164983_r1" accession="SRR3554009">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554009</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164983_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781095" refname="GSM2164983"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164984_r1" accession="SRR3554010">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554010</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164984_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781096" refname="GSM2164984"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164985_r1" accession="SRR3554011">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554011</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164985_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781097" refname="GSM2164985"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164986_r1" accession="SRR3554012">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554012</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164986_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781098" refname="GSM2164986"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164987_r1" accession="SRR3554013">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554013</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164987_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781099" refname="GSM2164987"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164988_r1" accession="SRR3554014">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554014</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164988_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781100" refname="GSM2164988"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164989_r1" accession="SRR3554015">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554015</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164989_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781101" refname="GSM2164989"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164990_r1" accession="SRR3554016">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554016</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164990_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781102" refname="GSM2164990"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164991_r1" accession="SRR3554017">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554017</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164991_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781103" refname="GSM2164991"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164992_r1" accession="SRR3554018">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554018</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164992_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781104" refname="GSM2164992"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164993_r1" accession="SRR3554019">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554019</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164993_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781105" refname="GSM2164993"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164994_r1" accession="SRR3554020">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554020</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164994_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781106" refname="GSM2164994"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164995_r1" accession="SRR3554021">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554021</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164995_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781107" refname="GSM2164995"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164996_r1" accession="SRR3554022">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554022</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164996_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781108" refname="GSM2164996"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164997_r1" accession="SRR3554023">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554023</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164997_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781109" refname="GSM2164997"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164998_r1" accession="SRR3554024">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554024</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164998_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781110" refname="GSM2164998"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2164999_r1" accession="SRR3554025">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554025</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2164999_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781111" refname="GSM2164999"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165000_r1" accession="SRR3554026">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554026</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165000_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781112" refname="GSM2165000"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165001_r1" accession="SRR3554027">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554027</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165001_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781113" refname="GSM2165001"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165002_r1" accession="SRR3554028">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554028</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165002_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781114" refname="GSM2165002"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165003_r1" accession="SRR3554029">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554029</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165003_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781115" refname="GSM2165003"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165004_r1" accession="SRR3554030">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554030</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165004_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781116" refname="GSM2165004"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165005_r1" accession="SRR3554031">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554031</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165005_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781117" refname="GSM2165005"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165006_r1" accession="SRR3554032">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554032</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165006_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781118" refname="GSM2165006"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165007_r1" accession="SRR3554033">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554033</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165007_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781119" refname="GSM2165007"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165008_r1" accession="SRR3554034">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554034</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165008_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781120" refname="GSM2165008"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165009_r1" accession="SRR3554035">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554035</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165009_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781121" refname="GSM2165009"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165010_r1" accession="SRR3554036">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554036</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165010_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781122" refname="GSM2165010"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165011_r1" accession="SRR3554037">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554037</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165011_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781123" refname="GSM2165011"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165012_r1" accession="SRR3554038">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554038</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165012_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781124" refname="GSM2165012"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165013_r1" accession="SRR3554039">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554039</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165013_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781125" refname="GSM2165013"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165014_r1" accession="SRR3554040">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554040</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165014_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781126" refname="GSM2165014"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165015_r1" accession="SRR3554041">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554041</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165015_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781127" refname="GSM2165015"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165016_r1" accession="SRR3554042">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554042</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165016_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781128" refname="GSM2165016"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165017_r1" accession="SRR3554043">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554043</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165017_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781129" refname="GSM2165017"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165018_r1" accession="SRR3554044">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554044</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165018_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781130" refname="GSM2165018"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165019_r1" accession="SRR3554045">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554045</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165019_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781131" refname="GSM2165019"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165020_r1" accession="SRR3554046">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554046</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165020_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781132" refname="GSM2165020"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165021_r1" accession="SRR3554047">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554047</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165021_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781133" refname="GSM2165021"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165022_r1" accession="SRR3554048">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554048</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165022_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781134" refname="GSM2165022"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165023_r1" accession="SRR3554049">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554049</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165023_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781135" refname="GSM2165023"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165024_r1" accession="SRR3554050">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554050</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165024_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781136" refname="GSM2165024"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165025_r1" accession="SRR3554051">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554051</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165025_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781137" refname="GSM2165025"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165026_r1" accession="SRR3554052">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554052</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165026_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781138" refname="GSM2165026"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165027_r1" accession="SRR3554053">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554053</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165027_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781139" refname="GSM2165027"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165028_r1" accession="SRR3554054">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554054</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165028_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781140" refname="GSM2165028"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165029_r1" accession="SRR3554055">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554055</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165029_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781141" refname="GSM2165029"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165030_r1" accession="SRR3554056">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554056</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165030_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781142" refname="GSM2165030"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165031_r1" accession="SRR3554057">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554057</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165031_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781143" refname="GSM2165031"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165032_r1" accession="SRR3554058">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554058</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165032_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781144" refname="GSM2165032"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165033_r1" accession="SRR3554059">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554059</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165033_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781145" refname="GSM2165033"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165034_r1" accession="SRR3554060">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554060</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165034_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781146" refname="GSM2165034"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165035_r1" accession="SRR3554061">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554061</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165035_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781147" refname="GSM2165035"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165036_r1" accession="SRR3554062">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554062</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165036_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781148" refname="GSM2165036"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165037_r1" accession="SRR3554063">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554063</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165037_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781149" refname="GSM2165037"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165038_r1" accession="SRR3554064">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554064</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165038_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781150" refname="GSM2165038"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165039_r1" accession="SRR3554065">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554065</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165039_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781151" refname="GSM2165039"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165040_r1" accession="SRR3554066">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554066</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165040_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781152" refname="GSM2165040"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165041_r1" accession="SRR3554067">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554067</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165041_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781153" refname="GSM2165041"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165041_r2" accession="SRR3554068">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554068</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165041_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781153" refname="GSM2165041"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165042_r1" accession="SRR3554069">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554069</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165042_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781154" refname="GSM2165042"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165042_r2" accession="SRR3554070">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554070</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165042_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781154" refname="GSM2165042"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165043_r1" accession="SRR3554071">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554071</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165043_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781155" refname="GSM2165043"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165043_r2" accession="SRR3554072">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554072</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165043_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781155" refname="GSM2165043"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165044_r1" accession="SRR3554073">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554073</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165044_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781156" refname="GSM2165044"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165044_r2" accession="SRR3554074">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554074</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165044_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781156" refname="GSM2165044"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165045_r1" accession="SRR3554075">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554075</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165045_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781157" refname="GSM2165045"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165045_r2" accession="SRR3554076">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554076</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165045_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781157" refname="GSM2165045"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165046_r1" accession="SRR3554077">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554077</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165046_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781158" refname="GSM2165046"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165046_r2" accession="SRR3554078">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554078</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165046_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781158" refname="GSM2165046"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165047_r1" accession="SRR3554079">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554079</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165047_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781159" refname="GSM2165047"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165047_r2" accession="SRR3554080">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554080</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165047_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781159" refname="GSM2165047"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165048_r1" accession="SRR3554081">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554081</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165048_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781160" refname="GSM2165048"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165048_r2" accession="SRR3554082">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554082</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165048_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781160" refname="GSM2165048"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165049_r1" accession="SRR3554083">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554083</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165049_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781161" refname="GSM2165049"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165049_r2" accession="SRR3554084">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554084</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165049_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781161" refname="GSM2165049"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165050_r1" accession="SRR3554085">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554085</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165050_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781162" refname="GSM2165050"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165050_r2" accession="SRR3554086">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554086</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165050_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781162" refname="GSM2165050"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165051_r1" accession="SRR3554087">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554087</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165051_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781163" refname="GSM2165051"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165051_r2" accession="SRR3554088">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554088</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165051_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781163" refname="GSM2165051"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165052_r1" accession="SRR3554089">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554089</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165052_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781164" refname="GSM2165052"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165052_r2" accession="SRR3554090">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554090</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165052_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781164" refname="GSM2165052"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165053_r1" accession="SRR3554091">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554091</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165053_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781165" refname="GSM2165053"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165053_r2" accession="SRR3554092">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554092</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165053_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781165" refname="GSM2165053"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165054_r1" accession="SRR3554093">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554093</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165054_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781166" refname="GSM2165054"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165054_r2" accession="SRR3554094">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554094</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165054_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781166" refname="GSM2165054"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165055_r1" accession="SRR3554095">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554095</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165055_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781167" refname="GSM2165055"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165055_r2" accession="SRR3554096">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554096</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165055_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781167" refname="GSM2165055"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165056_r1" accession="SRR3554097">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554097</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165056_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781168" refname="GSM2165056"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165056_r2" accession="SRR3554098">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554098</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165056_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781168" refname="GSM2165056"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165057_r1" accession="SRR3554099">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554099</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165057_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781169" refname="GSM2165057"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165057_r2" accession="SRR3554100">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554100</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165057_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781169" refname="GSM2165057"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165058_r1" accession="SRR3554101">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554101</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165058_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781170" refname="GSM2165058"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165058_r2" accession="SRR3554102">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554102</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165058_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781170" refname="GSM2165058"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165059_r1" accession="SRR3554103">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554103</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165059_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781171" refname="GSM2165059"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165059_r2" accession="SRR3554104">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554104</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165059_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781171" refname="GSM2165059"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165060_r1" accession="SRR3554105">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554105</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165060_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781172" refname="GSM2165060"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165060_r2" accession="SRR3554106">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554106</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165060_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781172" refname="GSM2165060"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165061_r1" accession="SRR3554107">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554107</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165061_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781173" refname="GSM2165061"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165061_r2" accession="SRR3554108">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554108</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165061_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781173" refname="GSM2165061"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165062_r1" accession="SRR3554109">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554109</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165062_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781174" refname="GSM2165062"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165062_r2" accession="SRR3554110">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554110</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165062_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781174" refname="GSM2165062"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165063_r1" accession="SRR3554111">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554111</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165063_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781175" refname="GSM2165063"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165063_r2" accession="SRR3554112">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554112</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165063_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781175" refname="GSM2165063"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165064_r1" accession="SRR3554113">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554113</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165064_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781176" refname="GSM2165064"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165064_r2" accession="SRR3554114">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554114</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165064_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781176" refname="GSM2165064"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165065_r1" accession="SRR3554115">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554115</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165065_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781177" refname="GSM2165065"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165065_r2" accession="SRR3554116">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554116</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165065_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781177" refname="GSM2165065"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165066_r1" accession="SRR3554117">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554117</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165066_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781178" refname="GSM2165066"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165066_r2" accession="SRR3554118">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554118</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165066_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781178" refname="GSM2165066"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165067_r1" accession="SRR3554119">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554119</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165067_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781179" refname="GSM2165067"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165067_r2" accession="SRR3554120">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554120</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165067_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781179" refname="GSM2165067"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165068_r1" accession="SRR3554121">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554121</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165068_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781180" refname="GSM2165068"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165068_r2" accession="SRR3554122">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554122</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165068_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781180" refname="GSM2165068"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165069_r1" accession="SRR3554123">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554123</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165069_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781181" refname="GSM2165069"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165069_r2" accession="SRR3554124">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554124</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165069_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781181" refname="GSM2165069"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165070_r1" accession="SRR3554125">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554125</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165070_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781182" refname="GSM2165070"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165070_r2" accession="SRR3554126">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554126</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165070_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781182" refname="GSM2165070"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165071_r1" accession="SRR3554127">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554127</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165071_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781183" refname="GSM2165071"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165071_r2" accession="SRR3554128">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554128</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165071_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781183" refname="GSM2165071"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165072_r1" accession="SRR3554129">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554129</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165072_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781184" refname="GSM2165072"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165072_r2" accession="SRR3554130">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554130</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165072_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781184" refname="GSM2165072"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165073_r1" accession="SRR3554131">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554131</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165073_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781185" refname="GSM2165073"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165073_r2" accession="SRR3554132">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554132</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165073_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781185" refname="GSM2165073"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165074_r1" accession="SRR3554133">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554133</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165074_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781186" refname="GSM2165074"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165074_r2" accession="SRR3554134">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554134</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165074_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781186" refname="GSM2165074"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165075_r1" accession="SRR3554135">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554135</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165075_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781187" refname="GSM2165075"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165075_r2" accession="SRR3554136">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554136</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165075_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781187" refname="GSM2165075"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165076_r1" accession="SRR3554137">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554137</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165076_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781188" refname="GSM2165076"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165076_r2" accession="SRR3554138">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554138</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165076_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781188" refname="GSM2165076"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165077_r1" accession="SRR3554139">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554139</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165077_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781189" refname="GSM2165077"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165077_r2" accession="SRR3554140">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554140</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165077_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781189" refname="GSM2165077"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165078_r1" accession="SRR3554141">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554141</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165078_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781190" refname="GSM2165078"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165078_r2" accession="SRR3554142">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554142</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165078_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781190" refname="GSM2165078"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165079_r1" accession="SRR3554143">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554143</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165079_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781191" refname="GSM2165079"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165079_r2" accession="SRR3554144">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554144</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165079_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781191" refname="GSM2165079"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165080_r1" accession="SRR3554145">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554145</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165080_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781192" refname="GSM2165080"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165080_r2" accession="SRR3554146">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554146</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165080_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781192" refname="GSM2165080"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165081_r1" accession="SRR3554147">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554147</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165081_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781193" refname="GSM2165081"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165081_r2" accession="SRR3554148">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554148</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165081_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781193" refname="GSM2165081"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165082_r1" accession="SRR3554149">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554149</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165082_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781194" refname="GSM2165082"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165082_r2" accession="SRR3554150">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554150</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165082_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781194" refname="GSM2165082"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165083_r1" accession="SRR3554151">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554151</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165083_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781195" refname="GSM2165083"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165083_r2" accession="SRR3554152">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554152</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165083_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781195" refname="GSM2165083"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165084_r1" accession="SRR3554153">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554153</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165084_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781196" refname="GSM2165084"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165084_r2" accession="SRR3554154">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554154</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165084_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781196" refname="GSM2165084"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165085_r1" accession="SRR3554155">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554155</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165085_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781197" refname="GSM2165085"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165085_r2" accession="SRR3554156">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554156</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165085_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781197" refname="GSM2165085"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165086_r1" accession="SRR3554157">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554157</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165086_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781198" refname="GSM2165086"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165086_r2" accession="SRR3554158">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554158</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165086_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781198" refname="GSM2165086"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165087_r1" accession="SRR3554159">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554159</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165087_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781199" refname="GSM2165087"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165087_r2" accession="SRR3554160">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554160</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165087_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781199" refname="GSM2165087"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165088_r1" accession="SRR3554161">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554161</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165088_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781200" refname="GSM2165088"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165088_r2" accession="SRR3554162">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554162</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165088_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781200" refname="GSM2165088"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165089_r1" accession="SRR3554163">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554163</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165089_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781201" refname="GSM2165089"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165089_r2" accession="SRR3554164">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554164</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165089_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781201" refname="GSM2165089"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165090_r1" accession="SRR3554165">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554165</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165090_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781202" refname="GSM2165090"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165090_r2" accession="SRR3554166">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554166</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165090_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781202" refname="GSM2165090"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165091_r1" accession="SRR3554167">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554167</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165091_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781203" refname="GSM2165091"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165091_r2" accession="SRR3554168">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554168</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165091_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781203" refname="GSM2165091"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165092_r1" accession="SRR3554169">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554169</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165092_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781204" refname="GSM2165092"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165092_r2" accession="SRR3554170">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554170</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165092_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781204" refname="GSM2165092"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165093_r1" accession="SRR3554171">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554171</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165093_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781205" refname="GSM2165093"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165093_r2" accession="SRR3554172">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554172</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165093_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781205" refname="GSM2165093"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165094_r1" accession="SRR3554173">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554173</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165094_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781206" refname="GSM2165094"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165094_r2" accession="SRR3554174">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554174</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165094_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781206" refname="GSM2165094"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165095_r1" accession="SRR3554175">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554175</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165095_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781207" refname="GSM2165095"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165095_r2" accession="SRR3554176">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554176</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165095_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781207" refname="GSM2165095"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165096_r1" accession="SRR3554177">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554177</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165096_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781208" refname="GSM2165096"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165096_r2" accession="SRR3554178">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554178</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165096_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781208" refname="GSM2165096"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165097_r1" accession="SRR3554179">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554179</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165097_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781209" refname="GSM2165097"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165097_r2" accession="SRR3554180">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554180</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165097_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781209" refname="GSM2165097"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165098_r1" accession="SRR3554181">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554181</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165098_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781210" refname="GSM2165098"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165098_r2" accession="SRR3554182">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554182</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165098_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781210" refname="GSM2165098"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165099_r1" accession="SRR3554183">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554183</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165099_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781211" refname="GSM2165099"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165099_r2" accession="SRR3554184">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554184</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165099_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781211" refname="GSM2165099"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165100_r1" accession="SRR3554185">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554185</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165100_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781212" refname="GSM2165100"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165100_r2" accession="SRR3554186">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554186</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165100_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781212" refname="GSM2165100"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165101_r1" accession="SRR3554187">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554187</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165101_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781213" refname="GSM2165101"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165101_r2" accession="SRR3554188">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554188</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165101_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781213" refname="GSM2165101"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165102_r1" accession="SRR3554189">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554189</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165102_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781214" refname="GSM2165102"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165102_r2" accession="SRR3554190">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554190</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165102_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781214" refname="GSM2165102"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165103_r1" accession="SRR3554191">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554191</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165103_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781215" refname="GSM2165103"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165103_r2" accession="SRR3554192">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554192</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165103_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781215" refname="GSM2165103"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165104_r1" accession="SRR3554193">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554193</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165104_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781216" refname="GSM2165104"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165104_r2" accession="SRR3554194">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554194</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165104_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781216" refname="GSM2165104"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165105_r1" accession="SRR3554195">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554195</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165105_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781217" refname="GSM2165105"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165105_r2" accession="SRR3554196">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554196</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165105_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781217" refname="GSM2165105"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165106_r1" accession="SRR3554197">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554197</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165106_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781218" refname="GSM2165106"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165106_r2" accession="SRR3554198">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554198</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165106_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781218" refname="GSM2165106"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165107_r1" accession="SRR3554199">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554199</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165107_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781219" refname="GSM2165107"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165107_r2" accession="SRR3554200">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554200</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165107_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781219" refname="GSM2165107"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165108_r1" accession="SRR3554201">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554201</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165108_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781220" refname="GSM2165108"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165108_r2" accession="SRR3554202">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554202</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165108_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781220" refname="GSM2165108"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165109_r1" accession="SRR3554203">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554203</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165109_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781221" refname="GSM2165109"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165109_r2" accession="SRR3554204">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554204</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165109_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781221" refname="GSM2165109"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165110_r1" accession="SRR3554205">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554205</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165110_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781222" refname="GSM2165110"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165110_r2" accession="SRR3554206">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554206</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165110_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781222" refname="GSM2165110"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165111_r1" accession="SRR3554207">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554207</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165111_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781223" refname="GSM2165111"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165111_r2" accession="SRR3554208">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554208</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165111_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781223" refname="GSM2165111"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165112_r1" accession="SRR3554209">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554209</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165112_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781224" refname="GSM2165112"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165112_r2" accession="SRR3554210">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554210</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165112_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781224" refname="GSM2165112"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165113_r1" accession="SRR3554211">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554211</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165113_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781225" refname="GSM2165113"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165113_r2" accession="SRR3554212">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554212</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165113_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781225" refname="GSM2165113"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165114_r1" accession="SRR3554213">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554213</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165114_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781226" refname="GSM2165114"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165114_r2" accession="SRR3554214">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554214</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165114_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781226" refname="GSM2165114"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165115_r1" accession="SRR3554215">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554215</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165115_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781227" refname="GSM2165115"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165115_r2" accession="SRR3554216">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554216</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165115_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781227" refname="GSM2165115"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165116_r1" accession="SRR3554217">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554217</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165116_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781228" refname="GSM2165116"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165116_r2" accession="SRR3554218">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554218</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165116_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781228" refname="GSM2165116"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165117_r1" accession="SRR3554219">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554219</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165117_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781229" refname="GSM2165117"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165117_r2" accession="SRR3554220">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554220</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165117_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781229" refname="GSM2165117"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165118_r1" accession="SRR3554221">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554221</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165118_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781230" refname="GSM2165118"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165118_r2" accession="SRR3554222">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554222</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165118_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781230" refname="GSM2165118"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165119_r1" accession="SRR3554223">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554223</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165119_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781231" refname="GSM2165119"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165119_r2" accession="SRR3554224">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554224</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165119_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781231" refname="GSM2165119"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165120_r1" accession="SRR3554225">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554225</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165120_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781232" refname="GSM2165120"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165120_r2" accession="SRR3554226">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554226</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165120_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781232" refname="GSM2165120"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165121_r1" accession="SRR3554227">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554227</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165121_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781233" refname="GSM2165121"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165121_r2" accession="SRR3554228">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554228</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165121_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781233" refname="GSM2165121"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165122_r1" accession="SRR3554229">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554229</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165122_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781234" refname="GSM2165122"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165122_r2" accession="SRR3554230">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554230</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165122_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781234" refname="GSM2165122"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165123_r1" accession="SRR3554231">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554231</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165123_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781235" refname="GSM2165123"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165123_r2" accession="SRR3554232">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554232</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165123_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781235" refname="GSM2165123"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165124_r1" accession="SRR3554233">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554233</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165124_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781236" refname="GSM2165124"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165124_r2" accession="SRR3554234">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554234</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165124_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781236" refname="GSM2165124"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165125_r1" accession="SRR3554235">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554235</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165125_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781237" refname="GSM2165125"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165125_r2" accession="SRR3554236">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554236</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165125_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781237" refname="GSM2165125"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165126_r1" accession="SRR3554237">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554237</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165126_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781238" refname="GSM2165126"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165126_r2" accession="SRR3554238">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554238</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165126_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781238" refname="GSM2165126"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165127_r1" accession="SRR3554239">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554239</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165127_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781239" refname="GSM2165127"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165127_r2" accession="SRR3554240">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554240</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165127_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781239" refname="GSM2165127"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165128_r1" accession="SRR3554241">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554241</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165128_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781240" refname="GSM2165128"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165128_r2" accession="SRR3554242">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554242</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165128_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781240" refname="GSM2165128"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165129_r1" accession="SRR3554243">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554243</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165129_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781241" refname="GSM2165129"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165129_r2" accession="SRR3554244">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554244</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165129_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781241" refname="GSM2165129"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165130_r1" accession="SRR3554245">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554245</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165130_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781242" refname="GSM2165130"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165130_r2" accession="SRR3554246">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554246</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165130_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781242" refname="GSM2165130"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165131_r1" accession="SRR3554247">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554247</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165131_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781243" refname="GSM2165131"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165131_r2" accession="SRR3554248">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554248</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165131_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781243" refname="GSM2165131"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165132_r1" accession="SRR3554249">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554249</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165132_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781244" refname="GSM2165132"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165132_r2" accession="SRR3554250">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554250</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165132_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781244" refname="GSM2165132"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165133_r1" accession="SRR3554251">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554251</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165133_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781245" refname="GSM2165133"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165133_r2" accession="SRR3554252">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554252</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165133_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781245" refname="GSM2165133"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165134_r1" accession="SRR3554253">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554253</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165134_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781246" refname="GSM2165134"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165134_r2" accession="SRR3554254">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554254</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165134_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781246" refname="GSM2165134"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165135_r1" accession="SRR3554255">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554255</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165135_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781247" refname="GSM2165135"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165135_r2" accession="SRR3554256">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554256</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165135_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781247" refname="GSM2165135"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165136_r1" accession="SRR3554257">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554257</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165136_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781248" refname="GSM2165136"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165136_r2" accession="SRR3554258">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554258</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165136_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781248" refname="GSM2165136"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165137_r1" accession="SRR3554259">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554259</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165137_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781249" refname="GSM2165137"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165137_r2" accession="SRR3554260">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554260</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165137_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781249" refname="GSM2165137"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165138_r1" accession="SRR3554261">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554261</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165138_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781250" refname="GSM2165138"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165138_r2" accession="SRR3554262">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554262</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165138_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781250" refname="GSM2165138"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165139_r1" accession="SRR3554263">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554263</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165139_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781251" refname="GSM2165139"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165139_r2" accession="SRR3554264">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554264</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165139_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781251" refname="GSM2165139"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165140_r1" accession="SRR3554265">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554265</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165140_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781252" refname="GSM2165140"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165140_r2" accession="SRR3554266">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554266</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165140_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781252" refname="GSM2165140"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165141_r1" accession="SRR3554267">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554267</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165141_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781253" refname="GSM2165141"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165141_r2" accession="SRR3554268">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554268</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165141_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781253" refname="GSM2165141"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165142_r1" accession="SRR3554269">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554269</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165142_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781254" refname="GSM2165142"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165142_r2" accession="SRR3554270">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554270</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165142_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781254" refname="GSM2165142"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165143_r1" accession="SRR3554271">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554271</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165143_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781255" refname="GSM2165143"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165143_r2" accession="SRR3554272">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554272</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165143_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781255" refname="GSM2165143"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165144_r1" accession="SRR3554273">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554273</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165144_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781256" refname="GSM2165144"/>
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      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165144_r2" accession="SRR3554274">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554274</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165144_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781256" refname="GSM2165144"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165145_r1" accession="SRR3554275">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554275</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165145_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781257" refname="GSM2165145"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165145_r2" accession="SRR3554276">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554276</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165145_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781257" refname="GSM2165145"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165146_r1" accession="SRR3554277">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554277</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165146_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781258" refname="GSM2165146"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165146_r2" accession="SRR3554278">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554278</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165146_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781258" refname="GSM2165146"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165147_r1" accession="SRR3554279">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554279</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165147_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781259" refname="GSM2165147"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165147_r2" accession="SRR3554280">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554280</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165147_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781259" refname="GSM2165147"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165148_r1" accession="SRR3554281">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554281</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165148_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781260" refname="GSM2165148"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165148_r2" accession="SRR3554282">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554282</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165148_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781260" refname="GSM2165148"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165149_r1" accession="SRR3554283">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554283</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165149_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781261" refname="GSM2165149"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165149_r2" accession="SRR3554284">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554284</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165149_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781261" refname="GSM2165149"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554285</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165150_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781262" refname="GSM2165150"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554286</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165150_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781262" refname="GSM2165150"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554287</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165151_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781263" refname="GSM2165151"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554288</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165151_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781263" refname="GSM2165151"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554289</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165152_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781264" refname="GSM2165152"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554290</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165152_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781264" refname="GSM2165152"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554291</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165153_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781265" refname="GSM2165153"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165153_r2" accession="SRR3554292">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554292</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165153_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781265" refname="GSM2165153"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554293</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165154_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781266" refname="GSM2165154"/>
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      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165154_r2" accession="SRR3554294">
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      <PRIMARY_ID>SRR3554294</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165154_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781266" refname="GSM2165154"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165155_r1" accession="SRR3554295">
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      <PRIMARY_ID>SRR3554295</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165155_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781267" refname="GSM2165155"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554296</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165155_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781267" refname="GSM2165155"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165156_r1" accession="SRR3554297">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554297</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165156_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781268" refname="GSM2165156"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165156_r2" accession="SRR3554298">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554298</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165156_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781268" refname="GSM2165156"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165157_r1" accession="SRR3554299">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554299</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165157_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781269" refname="GSM2165157"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165157_r2" accession="SRR3554300">
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      <PRIMARY_ID>SRR3554300</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165157_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781269" refname="GSM2165157"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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      <PRIMARY_ID>SRR3554301</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165158_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781270" refname="GSM2165158"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
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        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
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    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554302</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165158_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781270" refname="GSM2165158"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
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        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165159_r1" accession="SRR3554303">
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      <PRIMARY_ID>SRR3554303</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165159_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781271" refname="GSM2165159"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165159_r2" accession="SRR3554304">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554304</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165159_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781271" refname="GSM2165159"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165160_r1" accession="SRR3554305">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554305</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165160_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781272" refname="GSM2165160"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165160_r2" accession="SRR3554306">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554306</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165160_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781272" refname="GSM2165160"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165161_r1" accession="SRR3554307">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554307</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165161_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781273" refname="GSM2165161"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165161_r2" accession="SRR3554308">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554308</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165161_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781273" refname="GSM2165161"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165162_r1" accession="SRR3554309">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554309</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165162_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781274" refname="GSM2165162"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165162_r2" accession="SRR3554310">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554310</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165162_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781274" refname="GSM2165162"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165163_r1" accession="SRR3554311">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554311</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165163_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781275" refname="GSM2165163"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165163_r2" accession="SRR3554312">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554312</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165163_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781275" refname="GSM2165163"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165164_r1" accession="SRR3554313">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554313</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165164_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781276" refname="GSM2165164"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165164_r2" accession="SRR3554314">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554314</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165164_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781276" refname="GSM2165164"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165165_r1" accession="SRR3554315">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554315</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165165_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781277" refname="GSM2165165"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165165_r2" accession="SRR3554316">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554316</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165165_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781277" refname="GSM2165165"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165166_r1" accession="SRR3554317">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554317</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165166_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781278" refname="GSM2165166"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165166_r2" accession="SRR3554318">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554318</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165166_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781278" refname="GSM2165166"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165167_r1" accession="SRR3554319">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554319</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165167_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781279" refname="GSM2165167"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165167_r2" accession="SRR3554320">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554320</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165167_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781279" refname="GSM2165167"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165168_r1" accession="SRR3554321">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554321</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165168_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781280" refname="GSM2165168"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165168_r2" accession="SRR3554322">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554322</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165168_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781280" refname="GSM2165168"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165169_r1" accession="SRR3554323">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554323</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165169_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781281" refname="GSM2165169"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165169_r2" accession="SRR3554324">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554324</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165169_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781281" refname="GSM2165169"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165170_r1" accession="SRR3554325">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554325</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165170_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781282" refname="GSM2165170"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165170_r2" accession="SRR3554326">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554326</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165170_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781282" refname="GSM2165170"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165171_r1" accession="SRR3554327">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554327</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165171_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781283" refname="GSM2165171"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165171_r2" accession="SRR3554328">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554328</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165171_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781283" refname="GSM2165171"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165172_r1" accession="SRR3554329">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554329</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165172_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781284" refname="GSM2165172"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165173_r1" accession="SRR3554330">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554330</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165173_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781285" refname="GSM2165173"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165174_r1" accession="SRR3554331">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554331</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165174_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781286" refname="GSM2165174"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165175_r1" accession="SRR3554332">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554332</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165175_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781287" refname="GSM2165175"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165176_r1" accession="SRR3554333">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554333</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165176_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781288" refname="GSM2165176"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165177_r1" accession="SRR3554334">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554334</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165177_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781289" refname="GSM2165177"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165178_r1" accession="SRR3554335">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554335</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165178_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781290" refname="GSM2165178"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165179_r1" accession="SRR3554336">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554336</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165179_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781291" refname="GSM2165179"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165180_r1" accession="SRR3554337">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554337</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165180_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781292" refname="GSM2165180"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165181_r1" accession="SRR3554338">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554338</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165181_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781293" refname="GSM2165181"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165182_r1" accession="SRR3554339">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554339</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165182_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781294" refname="GSM2165182"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165183_r1" accession="SRR3554340">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554340</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165183_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781295" refname="GSM2165183"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165184_r1" accession="SRR3554341">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554341</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165184_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781296" refname="GSM2165184"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165185_r1" accession="SRR3554342">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554342</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165185_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781297" refname="GSM2165185"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165186_r1" accession="SRR3554343">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554343</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165186_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781298" refname="GSM2165186"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165187_r1" accession="SRR3554344">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554344</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165187_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781299" refname="GSM2165187"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165188_r1" accession="SRR3554345">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554345</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165188_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781300" refname="GSM2165188"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165189_r1" accession="SRR3554346">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554346</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165189_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781301" refname="GSM2165189"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165190_r1" accession="SRR3554347">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554347</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165190_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781302" refname="GSM2165190"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165191_r1" accession="SRR3554348">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554348</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165191_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781303" refname="GSM2165191"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165192_r1" accession="SRR3554349">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554349</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165192_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781304" refname="GSM2165192"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165193_r1" accession="SRR3554350">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554350</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165193_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781305" refname="GSM2165193"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165194_r1" accession="SRR3554351">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554351</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165194_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781306" refname="GSM2165194"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165195_r1" accession="SRR3554352">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554352</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165195_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781307" refname="GSM2165195"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165196_r1" accession="SRR3554353">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554353</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165196_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781308" refname="GSM2165196"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165196_r2" accession="SRR3554354">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554354</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165196_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781308" refname="GSM2165196"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165197_r1" accession="SRR3554355">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554355</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165197_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781309" refname="GSM2165197"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165197_r2" accession="SRR3554356">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554356</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165197_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781309" refname="GSM2165197"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165198_r1" accession="SRR3554357">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554357</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165198_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781310" refname="GSM2165198"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165198_r2" accession="SRR3554358">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554358</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165198_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781310" refname="GSM2165198"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165199_r1" accession="SRR3554359">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554359</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165199_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781311" refname="GSM2165199"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165199_r2" accession="SRR3554360">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554360</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165199_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781311" refname="GSM2165199"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165200_r1" accession="SRR3554361">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554361</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165200_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781312" refname="GSM2165200"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165200_r2" accession="SRR3554362">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554362</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165200_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781312" refname="GSM2165200"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165201_r1" accession="SRR3554363">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554363</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165201_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781313" refname="GSM2165201"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165201_r2" accession="SRR3554364">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554364</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165201_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781313" refname="GSM2165201"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165202_r1" accession="SRR3554365">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554365</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165202_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781314" refname="GSM2165202"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165202_r2" accession="SRR3554366">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554366</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165202_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781314" refname="GSM2165202"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165203_r1" accession="SRR3554367">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554367</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165203_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781315" refname="GSM2165203"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165203_r2" accession="SRR3554368">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554368</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165203_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781315" refname="GSM2165203"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165204_r1" accession="SRR3554369">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554369</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165204_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781316" refname="GSM2165204"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165204_r2" accession="SRR3554370">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554370</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165204_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781316" refname="GSM2165204"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165205_r1" accession="SRR3554371">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554371</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165205_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781317" refname="GSM2165205"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165205_r2" accession="SRR3554372">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554372</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165205_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781317" refname="GSM2165205"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165206_r1" accession="SRR3554373">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554373</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165206_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781318" refname="GSM2165206"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165206_r2" accession="SRR3554374">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554374</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165206_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781318" refname="GSM2165206"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165207_r1" accession="SRR3554375">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554375</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165207_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781319" refname="GSM2165207"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165207_r2" accession="SRR3554376">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554376</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165207_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781319" refname="GSM2165207"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165208_r1" accession="SRR3554377">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554377</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165208_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781320" refname="GSM2165208"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165208_r2" accession="SRR3554378">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554378</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165208_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781320" refname="GSM2165208"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165209_r1" accession="SRR3554379">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554379</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165209_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781321" refname="GSM2165209"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165209_r2" accession="SRR3554380">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554380</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165209_r2</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781321" refname="GSM2165209"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165210_r1" accession="SRR3554381">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554381</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165210_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781322" refname="GSM2165210"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165211_r1" accession="SRR3554382">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554382</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165211_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781323" refname="GSM2165211"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165212_r1" accession="SRR3554383">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554383</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165212_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781324" refname="GSM2165212"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165213_r1" accession="SRR3554384">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554384</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165213_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781325" refname="GSM2165213"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165214_r1" accession="SRR3554385">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554385</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165214_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781326" refname="GSM2165214"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165215_r1" accession="SRR3554386">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554386</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165215_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781327" refname="GSM2165215"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165216_r1" accession="SRR3554387">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554387</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165216_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781328" refname="GSM2165216"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165217_r1" accession="SRR3554388">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554388</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165217_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781329" refname="GSM2165217"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165218_r1" accession="SRR3554389">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554389</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165218_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781330" refname="GSM2165218"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165219_r1" accession="SRR3554390">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554390</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165219_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781331" refname="GSM2165219"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165220_r1" accession="SRR3554391">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554391</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165220_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781332" refname="GSM2165220"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165221_r1" accession="SRR3554392">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554392</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165221_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781333" refname="GSM2165221"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165222_r1" accession="SRR3554393">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554393</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165222_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781334" refname="GSM2165222"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165223_r1" accession="SRR3554394">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554394</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165223_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781335" refname="GSM2165223"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165224_r1" accession="SRR3554395">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554395</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165224_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781336" refname="GSM2165224"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165225_r1" accession="SRR3554396">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554396</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165225_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781337" refname="GSM2165225"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165226_r1" accession="SRR3554397">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554397</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165226_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781338" refname="GSM2165226"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165227_r1" accession="SRR3554398">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554398</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165227_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781339" refname="GSM2165227"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165228_r1" accession="SRR3554399">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554399</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165228_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781340" refname="GSM2165228"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165229_r1" accession="SRR3554400">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554400</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165229_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781341" refname="GSM2165229"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165230_r1" accession="SRR3554401">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554401</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165230_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781342" refname="GSM2165230"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165231_r1" accession="SRR3554402">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554402</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165231_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781343" refname="GSM2165231"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165232_r1" accession="SRR3554403">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554403</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165232_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781344" refname="GSM2165232"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165233_r1" accession="SRR3554404">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554404</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165233_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781345" refname="GSM2165233"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165234_r1" accession="SRR3554405">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554405</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165234_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781346" refname="GSM2165234"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165235_r1" accession="SRR3554406">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554406</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165235_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781347" refname="GSM2165235"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165236_r1" accession="SRR3554407">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554407</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165236_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781348" refname="GSM2165236"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165237_r1" accession="SRR3554408">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554408</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165237_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781349" refname="GSM2165237"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165238_r1" accession="SRR3554409">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554409</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165238_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781350" refname="GSM2165238"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165239_r1" accession="SRR3554410">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554410</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165239_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781351" refname="GSM2165239"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165240_r1" accession="SRR3554411">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554411</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165240_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781352" refname="GSM2165240"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165241_r1" accession="SRR3554412">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554412</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165241_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781353" refname="GSM2165241"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165242_r1" accession="SRR3554413">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554413</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165242_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781354" refname="GSM2165242"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165243_r1" accession="SRR3554414">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554414</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165243_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781355" refname="GSM2165243"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165244_r1" accession="SRR3554415">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554415</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165244_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781356" refname="GSM2165244"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165245_r1" accession="SRR3554416">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554416</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165245_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781357" refname="GSM2165245"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165246_r1" accession="SRR3554417">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554417</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165246_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781358" refname="GSM2165246"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165247_r1" accession="SRR3554418">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554418</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165247_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781359" refname="GSM2165247"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165248_r1" accession="SRR3554419">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554419</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165248_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781360" refname="GSM2165248"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165249_r1" accession="SRR3554420">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554420</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165249_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781361" refname="GSM2165249"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165250_r1" accession="SRR3554421">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554421</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165250_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781362" refname="GSM2165250"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165251_r1" accession="SRR3554422">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554422</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165251_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781363" refname="GSM2165251"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165252_r1" accession="SRR3554423">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554423</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165252_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781364" refname="GSM2165252"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165253_r1" accession="SRR3554424">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554424</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165253_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781365" refname="GSM2165253"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165254_r1" accession="SRR3554425">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554425</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165254_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781366" refname="GSM2165254"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165255_r1" accession="SRR3554426">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554426</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165255_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781367" refname="GSM2165255"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165256_r1" accession="SRR3554427">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554427</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165256_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781368" refname="GSM2165256"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165257_r1" accession="SRR3554428">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554428</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165257_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781369" refname="GSM2165257"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165258_r1" accession="SRR3554429">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554429</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165258_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781370" refname="GSM2165258"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165259_r1" accession="SRR3554430">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554430</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165259_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781371" refname="GSM2165259"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165260_r1" accession="SRR3554431">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554431</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165260_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781372" refname="GSM2165260"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165261_r1" accession="SRR3554432">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554432</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165261_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781373" refname="GSM2165261"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165262_r1" accession="SRR3554433">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554433</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165262_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781374" refname="GSM2165262"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165263_r1" accession="SRR3554434">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554434</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165263_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781375" refname="GSM2165263"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165264_r1" accession="SRR3554435">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554435</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165264_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781376" refname="GSM2165264"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165265_r1" accession="SRR3554436">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554436</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165265_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781377" refname="GSM2165265"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165266_r1" accession="SRR3554437">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554437</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165266_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781378" refname="GSM2165266"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165267_r1" accession="SRR3554438">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554438</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165267_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781379" refname="GSM2165267"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165268_r1" accession="SRR3554439">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554439</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165268_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781380" refname="GSM2165268"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165269_r1" accession="SRR3554440">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554440</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165269_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781381" refname="GSM2165269"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165270_r1" accession="SRR3554441">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554441</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165270_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781382" refname="GSM2165270"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165271_r1" accession="SRR3554442">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554442</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165271_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781383" refname="GSM2165271"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165272_r1" accession="SRR3554443">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554443</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165272_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781384" refname="GSM2165272"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165273_r1" accession="SRR3554444">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554444</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165273_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781385" refname="GSM2165273"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165274_r1" accession="SRR3554445">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554445</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165274_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781386" refname="GSM2165274"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2165275_r1" accession="SRR3554446">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3554446</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2165275_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1781387" refname="GSM2165275"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>51</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
</RUN_SET>
