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<RUN_SET xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
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      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719293_r1" accession="SRR5874854">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874854</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719293_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041885" refname="GSM2719293"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719294_r1" accession="SRR5874855">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874855</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719294_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041886" refname="GSM2719294"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719295_r1" accession="SRR5874856">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874856</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719295_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041887" refname="GSM2719295"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719296_r1" accession="SRR5874857">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874857</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719296_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041888" refname="GSM2719296"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719297_r1" accession="SRR5874858">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874858</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719297_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041889" refname="GSM2719297"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719298_r1" accession="SRR5874859">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874859</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719298_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041890" refname="GSM2719298"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719299_r1" accession="SRR5874860">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874860</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719299_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041891" refname="GSM2719299"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719300_r1" accession="SRR5874861">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874861</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719300_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041892" refname="GSM2719300"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719301_r1" accession="SRR5874862">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874862</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719301_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041893" refname="GSM2719301"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719302_r1" accession="SRR5874863">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874863</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719302_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041894" refname="GSM2719302"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719303_r1" accession="SRR5874864">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874864</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719303_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041895" refname="GSM2719303"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719304_r1" accession="SRR5874865">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874865</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719304_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041896" refname="GSM2719304"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719305_r1" accession="SRR5874866">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874866</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719305_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041897" refname="GSM2719305"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719306_r1" accession="SRR5874867">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874867</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719306_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041898" refname="GSM2719306"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719307_r1" accession="SRR5874868">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874868</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719307_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041899" refname="GSM2719307"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719308_r1" accession="SRR5874869">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874869</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719308_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041900" refname="GSM2719308"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719309_r1" accession="SRR5874870">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874870</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719309_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041901" refname="GSM2719309"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719310_r1" accession="SRR5874871">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874871</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719310_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041902" refname="GSM2719310"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719311_r1" accession="SRR5874872">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874872</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719311_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041903" refname="GSM2719311"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719312_r1" accession="SRR5874873">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874873</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719312_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041904" refname="GSM2719312"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719313_r1" accession="SRR5874874">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874874</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719313_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041905" refname="GSM2719313"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719314_r1" accession="SRR5874875">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874875</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719314_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041906" refname="GSM2719314"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719315_r1" accession="SRR5874876">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874876</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719315_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041907" refname="GSM2719315"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719316_r1" accession="SRR5874877">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874877</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719316_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041908" refname="GSM2719316"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719317_r1" accession="SRR5874878">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874878</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719317_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041909" refname="GSM2719317"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719318_r1" accession="SRR5874879">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874879</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719318_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041910" refname="GSM2719318"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719319_r1" accession="SRR5874880">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874880</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719319_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041911" refname="GSM2719319"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719320_r1" accession="SRR5874881">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874881</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719320_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041912" refname="GSM2719320"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719321_r1" accession="SRR5874882">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874882</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719321_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041913" refname="GSM2719321"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719322_r1" accession="SRR5874883">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874883</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719322_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041914" refname="GSM2719322"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719323_r1" accession="SRR5874884">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874884</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719323_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041915" refname="GSM2719323"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719324_r1" accession="SRR5874885">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874885</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719324_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041916" refname="GSM2719324"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719325_r1" accession="SRR5874886">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874886</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719325_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041917" refname="GSM2719325"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>53</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719326_r1" accession="SRR5874887">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874887</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719326_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041918" refname="GSM2719326"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719327_r1" accession="SRR5874888">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874888</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719327_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041919" refname="GSM2719327"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719328_r1" accession="SRR5874889">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874889</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719328_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041920" refname="GSM2719328"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719329_r1" accession="SRR5874890">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874890</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719329_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041921" refname="GSM2719329"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719330_r1" accession="SRR5874891">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874891</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719330_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041922" refname="GSM2719330"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719331_r1" accession="SRR5874892">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874892</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719331_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041923" refname="GSM2719331"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719332_r1" accession="SRR5874893">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874893</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719332_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041924" refname="GSM2719332"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719333_r1" accession="SRR5874894">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874894</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719333_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041925" refname="GSM2719333"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719334_r1" accession="SRR5874895">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874895</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719334_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041926" refname="GSM2719334"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719335_r1" accession="SRR5874896">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874896</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719335_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041927" refname="GSM2719335"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719336_r1" accession="SRR5874897">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874897</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719336_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041928" refname="GSM2719336"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719337_r1" accession="SRR5874898">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874898</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719337_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041929" refname="GSM2719337"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719338_r1" accession="SRR5874899">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874899</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719338_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041930" refname="GSM2719338"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719339_r1" accession="SRR5874900">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874900</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719339_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041931" refname="GSM2719339"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719340_r1" accession="SRR5874901">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874901</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719340_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041932" refname="GSM2719340"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719341_r1" accession="SRR5874902">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874902</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719341_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041933" refname="GSM2719341"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719342_r1" accession="SRR5874903">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874903</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719342_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041934" refname="GSM2719342"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719343_r1" accession="SRR5874904">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874904</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719343_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041935" refname="GSM2719343"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719344_r1" accession="SRR5874905">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874905</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719344_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041936" refname="GSM2719344"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719345_r1" accession="SRR5874906">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874906</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719345_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041937" refname="GSM2719345"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719346_r1" accession="SRR5874907">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874907</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719346_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041938" refname="GSM2719346"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719347_r1" accession="SRR5874908">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874908</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719347_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041939" refname="GSM2719347"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719348_r1" accession="SRR5874909">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874909</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719348_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041940" refname="GSM2719348"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719349_r1" accession="SRR5874910">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874910</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719349_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041941" refname="GSM2719349"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719350_r1" accession="SRR5874911">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874911</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719350_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041942" refname="GSM2719350"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719351_r1" accession="SRR5874912">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874912</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719351_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041943" refname="GSM2719351"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719352_r1" accession="SRR5874913">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874913</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719352_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041944" refname="GSM2719352"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719353_r1" accession="SRR5874914">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874914</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719353_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041945" refname="GSM2719353"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719354_r1" accession="SRR5874915">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874915</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719354_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041946" refname="GSM2719354"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719355_r1" accession="SRR5874916">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874916</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719355_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041947" refname="GSM2719355"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719356_r1" accession="SRR5874917">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874917</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719356_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041948" refname="GSM2719356"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719357_r1" accession="SRR5874918">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874918</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719357_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041949" refname="GSM2719357"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719358_r1" accession="SRR5874919">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874919</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719358_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041950" refname="GSM2719358"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719359_r1" accession="SRR5874920">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874920</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719359_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041951" refname="GSM2719359"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719360_r1" accession="SRR5874921">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874921</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719360_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041952" refname="GSM2719360"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719361_r1" accession="SRR5874922">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874922</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719361_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041953" refname="GSM2719361"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719362_r1" accession="SRR5874923">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874923</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719362_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041954" refname="GSM2719362"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719363_r1" accession="SRR5874924">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874924</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719363_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041955" refname="GSM2719363"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719364_r1" accession="SRR5874925">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874925</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719364_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041956" refname="GSM2719364"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719365_r1" accession="SRR5874926">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874926</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719365_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041957" refname="GSM2719365"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719366_r1" accession="SRR5874927">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874927</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719366_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041958" refname="GSM2719366"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719367_r1" accession="SRR5874928">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874928</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719367_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041959" refname="GSM2719367"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2719368_r1" accession="SRR5874929">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR5874929</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2719368_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX3041960" refname="GSM2719368"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>63</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_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>
