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      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198697_r1" accession="SRR3660768">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660768</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198697_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839540" refname="GSM2198697"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198698_r1" accession="SRR3660769">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660769</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198698_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839541" refname="GSM2198698"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198699_r1" accession="SRR3660770">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660770</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198699_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839542" refname="GSM2198699"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198700_r1" accession="SRR3660771">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660771</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198700_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839543" refname="GSM2198700"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198701_r1" accession="SRR3660772">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660772</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198701_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839544" refname="GSM2198701"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198702_r1" accession="SRR3660773">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660773</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198702_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839545" refname="GSM2198702"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198703_r1" accession="SRR3660774">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660774</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198703_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839546" refname="GSM2198703"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198704_r1" accession="SRR3660775">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660775</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198704_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839547" refname="GSM2198704"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198705_r1" accession="SRR3660776">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660776</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198705_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839548" refname="GSM2198705"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198706_r1" accession="SRR3660777">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660777</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198706_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839549" refname="GSM2198706"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198707_r1" accession="SRR3660778">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660778</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198707_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839550" refname="GSM2198707"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198708_r1" accession="SRR3660779">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660779</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198708_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839551" refname="GSM2198708"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198709_r1" accession="SRR3660780">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660780</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198709_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839552" refname="GSM2198709"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198710_r1" accession="SRR3660781">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660781</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198710_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839553" refname="GSM2198710"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198711_r1" accession="SRR3660782">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660782</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198711_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839554" refname="GSM2198711"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198712_r1" accession="SRR3660783">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660783</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198712_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839555" refname="GSM2198712"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198713_r1" accession="SRR3660784">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660784</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198713_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839556" refname="GSM2198713"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198714_r1" accession="SRR3660785">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660785</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198714_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839557" refname="GSM2198714"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198715_r1" accession="SRR3660786">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660786</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198715_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839558" refname="GSM2198715"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198716_r1" accession="SRR3660787">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660787</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198716_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839559" refname="GSM2198716"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198717_r1" accession="SRR3660788">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660788</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198717_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839560" refname="GSM2198717"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198718_r1" accession="SRR3660789">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660789</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198718_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839561" refname="GSM2198718"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198719_r1" accession="SRR3660790">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660790</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198719_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839562" refname="GSM2198719"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198720_r1" accession="SRR3660791">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660791</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198720_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839563" refname="GSM2198720"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198721_r1" accession="SRR3660792">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660792</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198721_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839564" refname="GSM2198721"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198722_r1" accession="SRR3660794">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660794</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198722_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839565" refname="GSM2198722"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198723_r1" accession="SRR3660795">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660795</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198723_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839566" refname="GSM2198723"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198724_r1" accession="SRR3660796">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660796</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198724_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839567" refname="GSM2198724"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198725_r1" accession="SRR3660797">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660797</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198725_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839568" refname="GSM2198725"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198726_r1" accession="SRR3660798">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660798</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198726_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839569" refname="GSM2198726"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198727_r1" accession="SRR3660799">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660799</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198727_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839570" refname="GSM2198727"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198728_r1" accession="SRR3660800">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660800</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198728_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839571" refname="GSM2198728"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198729_r1" accession="SRR3660801">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660801</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198729_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839572" refname="GSM2198729"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198730_r1" accession="SRR3660802">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660802</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198730_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839573" refname="GSM2198730"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198731_r1" accession="SRR3660803">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660803</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198731_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839574" refname="GSM2198731"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198732_r1" accession="SRR3660804">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660804</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198732_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839575" refname="GSM2198732"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198733_r1" accession="SRR3660805">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660805</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198733_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839576" refname="GSM2198733"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198734_r1" accession="SRR3660806">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660806</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198734_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839577" refname="GSM2198734"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198735_r1" accession="SRR3660807">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660807</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198735_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839578" refname="GSM2198735"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198736_r1" accession="SRR3660808">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660808</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198736_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839579" refname="GSM2198736"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198737_r1" accession="SRR3660809">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660809</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198737_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839580" refname="GSM2198737"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198738_r1" accession="SRR3660810">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660810</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198738_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839581" refname="GSM2198738"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198739_r1" accession="SRR3660811">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660811</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198739_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839582" refname="GSM2198739"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198740_r1" accession="SRR3660812">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660812</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198740_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839583" refname="GSM2198740"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198741_r1" accession="SRR3660813">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660813</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198741_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839584" refname="GSM2198741"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198742_r1" accession="SRR3660814">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660814</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198742_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839585" refname="GSM2198742"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198743_r1" accession="SRR3660815">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660815</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198743_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839586" refname="GSM2198743"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198744_r1" accession="SRR3660816">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660816</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198744_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839587" refname="GSM2198744"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198745_r1" accession="SRR3660817">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660817</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198745_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839588" refname="GSM2198745"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198746_r1" accession="SRR3660818">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660818</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198746_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839589" refname="GSM2198746"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198747_r1" accession="SRR3660819">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660819</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198747_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839590" refname="GSM2198747"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198748_r1" accession="SRR3660820">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660820</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198748_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839591" refname="GSM2198748"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198749_r1" accession="SRR3660821">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660821</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198749_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839592" refname="GSM2198749"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198750_r1" accession="SRR3660822">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660822</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198750_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839593" refname="GSM2198750"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198751_r1" accession="SRR3660823">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660823</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198751_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839594" refname="GSM2198751"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198752_r1" accession="SRR3660824">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660824</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198752_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839595" refname="GSM2198752"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198753_r1" accession="SRR3660825">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660825</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198753_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839596" refname="GSM2198753"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198754_r1" accession="SRR3660826">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660826</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198754_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839597" refname="GSM2198754"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198755_r1" accession="SRR3660827">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660827</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198755_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839598" refname="GSM2198755"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198756_r1" accession="SRR3660828">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660828</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198756_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839599" refname="GSM2198756"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198757_r1" accession="SRR3660829">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660829</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198757_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839600" refname="GSM2198757"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198758_r1" accession="SRR3660830">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660830</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198758_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839601" refname="GSM2198758"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198759_r1" accession="SRR3660831">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660831</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198759_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839602" refname="GSM2198759"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198760_r1" accession="SRR3660832">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660832</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198760_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839603" refname="GSM2198760"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198761_r1" accession="SRR3660833">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660833</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198761_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839604" refname="GSM2198761"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198762_r1" accession="SRR3660834">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660834</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198762_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839605" refname="GSM2198762"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198763_r1" accession="SRR3660835">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660835</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198763_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839606" refname="GSM2198763"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198764_r1" accession="SRR3660836">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660836</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198764_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839607" refname="GSM2198764"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198765_r1" accession="SRR3660837">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660837</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198765_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839608" refname="GSM2198765"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198766_r1" accession="SRR3660838">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660838</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198766_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839609" refname="GSM2198766"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198767_r1" accession="SRR3660839">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660839</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198767_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839610" refname="GSM2198767"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198768_r1" accession="SRR3660840">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660840</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198768_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839611" refname="GSM2198768"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198769_r1" accession="SRR3660841">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660841</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198769_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839612" refname="GSM2198769"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198770_r1" accession="SRR3660842">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660842</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198770_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839613" refname="GSM2198770"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198771_r1" accession="SRR3660843">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660843</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198771_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839614" refname="GSM2198771"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198772_r1" accession="SRR3660844">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660844</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198772_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839615" refname="GSM2198772"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198773_r1" accession="SRR3660845">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660845</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198773_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839616" refname="GSM2198773"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198774_r1" accession="SRR3660846">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660846</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198774_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839617" refname="GSM2198774"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198775_r1" accession="SRR3660847">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660847</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198775_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839618" refname="GSM2198775"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198776_r1" accession="SRR3660848">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660848</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198776_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839619" refname="GSM2198776"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198777_r1" accession="SRR3660849">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660849</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198777_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839620" refname="GSM2198777"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198778_r1" accession="SRR3660850">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660850</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198778_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839621" refname="GSM2198778"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198779_r1" accession="SRR3660851">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660851</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198779_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839622" refname="GSM2198779"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198780_r1" accession="SRR3660852">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660852</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198780_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839623" refname="GSM2198780"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198781_r1" accession="SRR3660853">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660853</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198781_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839624" refname="GSM2198781"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198782_r1" accession="SRR3660854">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660854</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198782_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839625" refname="GSM2198782"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198783_r1" accession="SRR3660855">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660855</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198783_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839626" refname="GSM2198783"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198784_r1" accession="SRR3660856">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660856</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198784_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839627" refname="GSM2198784"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198785_r1" accession="SRR3660857">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660857</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198785_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839628" refname="GSM2198785"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198786_r1" accession="SRR3660858">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660858</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198786_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839629" refname="GSM2198786"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198787_r1" accession="SRR3660859">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660859</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198787_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839630" refname="GSM2198787"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198788_r1" accession="SRR3660860">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660860</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198788_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839631" refname="GSM2198788"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198789_r1" accession="SRR3660861">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660861</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198789_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839632" refname="GSM2198789"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198790_r1" accession="SRR3660862">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660862</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198790_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839633" refname="GSM2198790"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198791_r1" accession="SRR3660863">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660863</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198791_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839634" refname="GSM2198791"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198792_r1" accession="SRR3660864">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660864</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198792_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839635" refname="GSM2198792"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198793_r1" accession="SRR3660865">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660865</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198793_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839636" refname="GSM2198793"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198794_r1" accession="SRR3660866">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660866</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198794_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839637" refname="GSM2198794"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198795_r1" accession="SRR3660867">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660867</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198795_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839638" refname="GSM2198795"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198796_r1" accession="SRR3660868">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660868</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198796_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839639" refname="GSM2198796"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198797_r1" accession="SRR3660869">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660869</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198797_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839640" refname="GSM2198797"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198798_r1" accession="SRR3660870">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660870</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198798_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839641" refname="GSM2198798"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198799_r1" accession="SRR3660871">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660871</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198799_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839642" refname="GSM2198799"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198800_r1" accession="SRR3660872">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660872</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198800_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839643" refname="GSM2198800"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198801_r1" accession="SRR3660873">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660873</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198801_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839644" refname="GSM2198801"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198802_r1" accession="SRR3660874">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660874</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198802_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839645" refname="GSM2198802"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198803_r1" accession="SRR3660875">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660875</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198803_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839646" refname="GSM2198803"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198804_r1" accession="SRR3660876">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660876</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198804_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839647" refname="GSM2198804"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198805_r1" accession="SRR3660877">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660877</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198805_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839648" refname="GSM2198805"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198806_r1" accession="SRR3660878">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660878</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198806_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839649" refname="GSM2198806"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198807_r1" accession="SRR3660879">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660879</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198807_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839650" refname="GSM2198807"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198808_r1" accession="SRR3660880">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660880</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198808_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839651" refname="GSM2198808"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198809_r1" accession="SRR3660881">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660881</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198809_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839652" refname="GSM2198809"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198810_r1" accession="SRR3660882">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660882</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198810_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839653" refname="GSM2198810"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198811_r1" accession="SRR3660883">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660883</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198811_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839654" refname="GSM2198811"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198812_r1" accession="SRR3660884">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660884</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198812_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839655" refname="GSM2198812"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198813_r1" accession="SRR3660885">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660885</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198813_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839656" refname="GSM2198813"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198814_r1" accession="SRR3660886">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660886</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198814_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839657" refname="GSM2198814"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198815_r1" accession="SRR3660887">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660887</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198815_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839658" refname="GSM2198815"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198816_r1" accession="SRR3660888">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660888</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198816_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839659" refname="GSM2198816"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198817_r1" accession="SRR3660889">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660889</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198817_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839660" refname="GSM2198817"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198818_r1" accession="SRR3660890">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660890</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198818_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839661" refname="GSM2198818"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198819_r1" accession="SRR3660891">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660891</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198819_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839662" refname="GSM2198819"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198820_r1" accession="SRR3660892">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660892</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198820_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839663" refname="GSM2198820"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198821_r1" accession="SRR3660893">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660893</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198821_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839664" refname="GSM2198821"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198822_r1" accession="SRR3660894">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660894</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198822_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839665" refname="GSM2198822"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198823_r1" accession="SRR3660895">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660895</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198823_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839666" refname="GSM2198823"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198824_r1" accession="SRR3660896">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660896</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198824_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839667" refname="GSM2198824"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198825_r1" accession="SRR3660897">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660897</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198825_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839668" refname="GSM2198825"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198826_r1" accession="SRR3660898">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660898</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198826_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839669" refname="GSM2198826"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198827_r1" accession="SRR3660899">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660899</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198827_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839670" refname="GSM2198827"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198828_r1" accession="SRR3660900">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660900</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198828_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839671" refname="GSM2198828"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198829_r1" accession="SRR3660901">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660901</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198829_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839672" refname="GSM2198829"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198830_r1" accession="SRR3660902">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660902</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198830_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839673" refname="GSM2198830"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198831_r1" accession="SRR3660903">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660903</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198831_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839674" refname="GSM2198831"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198832_r1" accession="SRR3660904">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660904</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198832_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839675" refname="GSM2198832"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198833_r1" accession="SRR3660905">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660905</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198833_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839676" refname="GSM2198833"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198834_r1" accession="SRR3660906">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660906</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198834_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839677" refname="GSM2198834"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198835_r1" accession="SRR3660907">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660907</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198835_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839678" refname="GSM2198835"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198836_r1" accession="SRR3660908">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660908</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198836_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839679" refname="GSM2198836"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198837_r1" accession="SRR3660909">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660909</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198837_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839680" refname="GSM2198837"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198838_r1" accession="SRR3660910">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660910</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198838_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839681" refname="GSM2198838"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198839_r1" accession="SRR3660911">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660911</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198839_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839682" refname="GSM2198839"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198840_r1" accession="SRR3660912">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660912</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198840_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839683" refname="GSM2198840"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198841_r1" accession="SRR3660913">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660913</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198841_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839684" refname="GSM2198841"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198842_r1" accession="SRR3660914">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660914</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198842_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839685" refname="GSM2198842"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198843_r1" accession="SRR3660915">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660915</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198843_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839686" refname="GSM2198843"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198844_r1" accession="SRR3660916">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660916</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198844_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839687" refname="GSM2198844"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198845_r1" accession="SRR3660917">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660917</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198845_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839688" refname="GSM2198845"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198846_r1" accession="SRR3660918">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660918</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198846_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839689" refname="GSM2198846"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198847_r1" accession="SRR3660919">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660919</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198847_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839690" refname="GSM2198847"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198848_r1" accession="SRR3660920">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660920</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198848_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839691" refname="GSM2198848"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198849_r1" accession="SRR3660921">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660921</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198849_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839692" refname="GSM2198849"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198850_r1" accession="SRR3660922">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660922</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198850_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839693" refname="GSM2198850"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198851_r1" accession="SRR3660923">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660923</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198851_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839694" refname="GSM2198851"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198852_r1" accession="SRR3660924">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660924</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198852_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839695" refname="GSM2198852"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198853_r1" accession="SRR3660925">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660925</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198853_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839696" refname="GSM2198853"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198854_r1" accession="SRR3660926">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660926</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198854_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839697" refname="GSM2198854"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198855_r1" accession="SRR3660927">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660927</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198855_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839698" refname="GSM2198855"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198856_r1" accession="SRR3660928">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660928</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198856_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839699" refname="GSM2198856"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198857_r1" accession="SRR3660929">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660929</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198857_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839700" refname="GSM2198857"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198858_r1" accession="SRR3660930">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660930</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198858_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839701" refname="GSM2198858"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198859_r1" accession="SRR3660931">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660931</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198859_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839702" refname="GSM2198859"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198860_r1" accession="SRR3660932">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660932</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198860_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839703" refname="GSM2198860"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198861_r1" accession="SRR3660933">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660933</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198861_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839704" refname="GSM2198861"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198862_r1" accession="SRR3660934">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660934</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198862_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839705" refname="GSM2198862"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198863_r1" accession="SRR3660935">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660935</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198863_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839706" refname="GSM2198863"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198864_r1" accession="SRR3660936">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660936</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198864_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839707" refname="GSM2198864"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198865_r1" accession="SRR3660937">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660937</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198865_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839708" refname="GSM2198865"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198866_r1" accession="SRR3660938">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660938</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198866_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839709" refname="GSM2198866"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198867_r1" accession="SRR3660939">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660939</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198867_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839710" refname="GSM2198867"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198868_r1" accession="SRR3660940">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660940</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198868_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839711" refname="GSM2198868"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198869_r1" accession="SRR3660941">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660941</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198869_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839712" refname="GSM2198869"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198870_r1" accession="SRR3660942">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660942</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198870_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839713" refname="GSM2198870"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198871_r1" accession="SRR3660943">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660943</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198871_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839714" refname="GSM2198871"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198872_r1" accession="SRR3660944">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660944</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198872_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839715" refname="GSM2198872"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198873_r1" accession="SRR3660945">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660945</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198873_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839716" refname="GSM2198873"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198874_r1" accession="SRR3660946">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660946</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198874_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839717" refname="GSM2198874"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198875_r1" accession="SRR3660947">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660947</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198875_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839718" refname="GSM2198875"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198876_r1" accession="SRR3660948">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660948</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198876_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839719" refname="GSM2198876"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198877_r1" accession="SRR3660949">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660949</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198877_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839720" refname="GSM2198877"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198878_r1" accession="SRR3660950">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660950</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198878_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839721" refname="GSM2198878"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198879_r1" accession="SRR3660951">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660951</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198879_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839722" refname="GSM2198879"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198880_r1" accession="SRR3660952">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660952</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198880_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839723" refname="GSM2198880"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198881_r1" accession="SRR3660953">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660953</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198881_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839724" refname="GSM2198881"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198882_r1" accession="SRR3660954">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660954</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198882_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839725" refname="GSM2198882"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198883_r1" accession="SRR3660955">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660955</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198883_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839726" refname="GSM2198883"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198884_r1" accession="SRR3660956">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660956</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198884_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839727" refname="GSM2198884"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198885_r1" accession="SRR3660957">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660957</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198885_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839728" refname="GSM2198885"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198886_r1" accession="SRR3660958">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660958</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198886_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839729" refname="GSM2198886"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198887_r1" accession="SRR3660959">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660959</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198887_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839730" refname="GSM2198887"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198888_r1" accession="SRR3660960">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660960</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198888_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839732" refname="GSM2198888"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198889_r1" accession="SRR3660961">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660961</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198889_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839733" refname="GSM2198889"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198890_r1" accession="SRR3660962">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660962</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198890_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839734" refname="GSM2198890"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198891_r1" accession="SRR3660963">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660963</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198891_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839735" refname="GSM2198891"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198892_r1" accession="SRR3660964">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660964</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198892_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839736" refname="GSM2198892"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198893_r1" accession="SRR3660965">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660965</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198893_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839737" refname="GSM2198893"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198894_r1" accession="SRR3660966">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660966</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198894_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839738" refname="GSM2198894"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198895_r1" accession="SRR3660967">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660967</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198895_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839739" refname="GSM2198895"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198896_r1" accession="SRR3660968">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660968</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198896_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839740" refname="GSM2198896"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198897_r1" accession="SRR3660969">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660969</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198897_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839741" refname="GSM2198897"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198898_r1" accession="SRR3660970">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660970</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198898_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839742" refname="GSM2198898"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198899_r1" accession="SRR3660971">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660971</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198899_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839743" refname="GSM2198899"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198900_r1" accession="SRR3660972">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660972</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198900_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839744" refname="GSM2198900"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198901_r1" accession="SRR3660973">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660973</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198901_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839745" refname="GSM2198901"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198902_r1" accession="SRR3660974">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660974</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198902_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839746" refname="GSM2198902"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198903_r1" accession="SRR3660975">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660975</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198903_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839747" refname="GSM2198903"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198904_r1" accession="SRR3660976">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660976</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198904_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839748" refname="GSM2198904"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198905_r1" accession="SRR3660977">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660977</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198905_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839749" refname="GSM2198905"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198906_r1" accession="SRR3660978">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660978</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198906_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839750" refname="GSM2198906"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198907_r1" accession="SRR3660979">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660979</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198907_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839751" refname="GSM2198907"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198908_r1" accession="SRR3660980">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660980</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198908_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839752" refname="GSM2198908"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198909_r1" accession="SRR3660981">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660981</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198909_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839753" refname="GSM2198909"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198910_r1" accession="SRR3660982">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660982</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198910_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839754" refname="GSM2198910"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198911_r1" accession="SRR3660983">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660983</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198911_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839755" refname="GSM2198911"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198912_r1" accession="SRR3660984">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660984</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198912_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839756" refname="GSM2198912"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198913_r1" accession="SRR3660985">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660985</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198913_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839757" refname="GSM2198913"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198914_r1" accession="SRR3660986">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660986</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198914_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839758" refname="GSM2198914"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198915_r1" accession="SRR3660988">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660988</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198915_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839759" refname="GSM2198915"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198916_r1" accession="SRR3660989">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660989</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198916_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839760" refname="GSM2198916"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198917_r1" accession="SRR3660990">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660990</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198917_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839761" refname="GSM2198917"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198918_r1" accession="SRR3660991">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660991</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198918_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839762" refname="GSM2198918"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198919_r1" accession="SRR3660992">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660992</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198919_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839763" refname="GSM2198919"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198920_r1" accession="SRR3660993">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660993</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198920_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839764" refname="GSM2198920"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198921_r1" accession="SRR3660994">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660994</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198921_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839765" refname="GSM2198921"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198922_r1" accession="SRR3660995">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660995</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198922_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839766" refname="GSM2198922"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198923_r1" accession="SRR3660996">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660996</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198923_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839767" refname="GSM2198923"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198924_r1" accession="SRR3660997">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660997</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198924_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839768" refname="GSM2198924"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198925_r1" accession="SRR3660998">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660998</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198925_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839769" refname="GSM2198925"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198926_r1" accession="SRR3660999">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3660999</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198926_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839770" refname="GSM2198926"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198927_r1" accession="SRR3661000">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661000</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198927_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839771" refname="GSM2198927"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198928_r1" accession="SRR3661001">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661001</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198928_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839772" refname="GSM2198928"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198929_r1" accession="SRR3661002">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661002</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198929_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839773" refname="GSM2198929"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198930_r1" accession="SRR3661003">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661003</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198930_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839774" refname="GSM2198930"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198931_r1" accession="SRR3661004">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661004</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198931_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839775" refname="GSM2198931"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198932_r1" accession="SRR3661005">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661005</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198932_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839776" refname="GSM2198932"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198933_r1" accession="SRR3661006">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661006</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198933_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839777" refname="GSM2198933"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198934_r1" accession="SRR3661007">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661007</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198934_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839778" refname="GSM2198934"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198935_r1" accession="SRR3661008">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661008</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198935_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839779" refname="GSM2198935"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198936_r1" accession="SRR3661009">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661009</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198936_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839780" refname="GSM2198936"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198937_r1" accession="SRR3661010">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661010</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198937_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839781" refname="GSM2198937"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198938_r1" accession="SRR3661011">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661011</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198938_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839782" refname="GSM2198938"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198939_r1" accession="SRR3661012">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661012</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198939_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839783" refname="GSM2198939"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198940_r1" accession="SRR3661013">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661013</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198940_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839784" refname="GSM2198940"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198941_r1" accession="SRR3661014">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661014</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198941_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839785" refname="GSM2198941"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198942_r1" accession="SRR3661015">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661015</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198942_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839786" refname="GSM2198942"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198943_r1" accession="SRR3661016">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661016</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198943_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839787" refname="GSM2198943"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198944_r1" accession="SRR3661017">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661017</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198944_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839788" refname="GSM2198944"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198945_r1" accession="SRR3661018">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661018</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198945_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839789" refname="GSM2198945"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198946_r1" accession="SRR3661019">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661019</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198946_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839790" refname="GSM2198946"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198947_r1" accession="SRR3661020">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661020</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198947_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839791" refname="GSM2198947"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198948_r1" accession="SRR3661021">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661021</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198948_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839792" refname="GSM2198948"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198949_r1" accession="SRR3661022">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661022</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198949_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839793" refname="GSM2198949"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198950_r1" accession="SRR3661023">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661023</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198950_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839794" refname="GSM2198950"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198951_r1" accession="SRR3661024">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661024</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198951_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839795" refname="GSM2198951"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198952_r1" accession="SRR3661025">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661025</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198952_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839796" refname="GSM2198952"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198953_r1" accession="SRR3661026">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661026</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198953_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839797" refname="GSM2198953"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198954_r1" accession="SRR3661027">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661027</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198954_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839798" refname="GSM2198954"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198955_r1" accession="SRR3661028">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661028</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198955_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839799" refname="GSM2198955"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198956_r1" accession="SRR3661029">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661029</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198956_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839800" refname="GSM2198956"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198957_r1" accession="SRR3661030">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661030</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198957_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839801" refname="GSM2198957"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198958_r1" accession="SRR3661031">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661031</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198958_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839802" refname="GSM2198958"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198959_r1" accession="SRR3661032">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661032</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198959_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839803" refname="GSM2198959"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198960_r1" accession="SRR3661033">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661033</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198960_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839804" refname="GSM2198960"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198961_r1" accession="SRR3661034">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661034</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198961_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839805" refname="GSM2198961"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198962_r1" accession="SRR3661035">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661035</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198962_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839806" refname="GSM2198962"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198963_r1" accession="SRR3661036">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661036</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198963_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839807" refname="GSM2198963"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198964_r1" accession="SRR3661037">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661037</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198964_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839808" refname="GSM2198964"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198965_r1" accession="SRR3661038">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661038</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198965_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839809" refname="GSM2198965"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198966_r1" accession="SRR3661039">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661039</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198966_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839810" refname="GSM2198966"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198967_r1" accession="SRR3661040">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661040</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198967_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839811" refname="GSM2198967"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198968_r1" accession="SRR3661041">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661041</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198968_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839812" refname="GSM2198968"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198969_r1" accession="SRR3661042">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661042</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198969_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839813" refname="GSM2198969"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198970_r1" accession="SRR3661043">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661043</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198970_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839814" refname="GSM2198970"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198971_r1" accession="SRR3661044">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661044</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198971_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839815" refname="GSM2198971"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198972_r1" accession="SRR3661045">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661045</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198972_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839816" refname="GSM2198972"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198973_r1" accession="SRR3661046">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661046</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198973_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839817" refname="GSM2198973"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198974_r1" accession="SRR3661047">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661047</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198974_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839818" refname="GSM2198974"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198975_r1" accession="SRR3661048">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661048</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198975_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839819" refname="GSM2198975"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198976_r1" accession="SRR3661049">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661049</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198976_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839820" refname="GSM2198976"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198977_r1" accession="SRR3661050">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661050</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198977_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839821" refname="GSM2198977"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198978_r1" accession="SRR3661051">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661051</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198978_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839822" refname="GSM2198978"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198979_r1" accession="SRR3661052">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661052</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198979_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839823" refname="GSM2198979"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198980_r1" accession="SRR3661053">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661053</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198980_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839824" refname="GSM2198980"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198981_r1" accession="SRR3661054">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661054</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198981_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839825" refname="GSM2198981"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198982_r1" accession="SRR3661055">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661055</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198982_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839826" refname="GSM2198982"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198983_r1" accession="SRR3661056">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661056</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198983_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839827" refname="GSM2198983"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198984_r1" accession="SRR3661057">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661057</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198984_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839828" refname="GSM2198984"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198985_r1" accession="SRR3661058">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661058</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198985_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839829" refname="GSM2198985"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198986_r1" accession="SRR3661059">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661059</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198986_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839830" refname="GSM2198986"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198987_r1" accession="SRR3661060">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661060</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198987_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839831" refname="GSM2198987"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198988_r1" accession="SRR3661061">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661061</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198988_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839832" refname="GSM2198988"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198989_r1" accession="SRR3661062">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661062</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198989_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839833" refname="GSM2198989"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198990_r1" accession="SRR3661063">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661063</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198990_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839834" refname="GSM2198990"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198991_r1" accession="SRR3661064">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661064</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198991_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839835" refname="GSM2198991"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198992_r1" accession="SRR3661065">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661065</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198992_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839836" refname="GSM2198992"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198993_r1" accession="SRR3661066">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661066</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198993_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839837" refname="GSM2198993"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198994_r1" accession="SRR3661067">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661067</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198994_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839838" refname="GSM2198994"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198995_r1" accession="SRR3661068">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661068</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198995_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839839" refname="GSM2198995"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198996_r1" accession="SRR3661069">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661069</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198996_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839840" refname="GSM2198996"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198997_r1" accession="SRR3661070">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661070</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198997_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839841" refname="GSM2198997"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198998_r1" accession="SRR3661071">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661071</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198998_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839842" refname="GSM2198998"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2198999_r1" accession="SRR3661072">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661072</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2198999_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839843" refname="GSM2198999"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199000_r1" accession="SRR3661073">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661073</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199000_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839844" refname="GSM2199000"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199001_r1" accession="SRR3661074">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661074</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199001_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839845" refname="GSM2199001"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199002_r1" accession="SRR3661075">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661075</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199002_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839846" refname="GSM2199002"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199003_r1" accession="SRR3661076">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661076</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199003_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839847" refname="GSM2199003"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199004_r1" accession="SRR3661077">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661077</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199004_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839848" refname="GSM2199004"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199005_r1" accession="SRR3661078">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661078</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199005_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839849" refname="GSM2199005"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199006_r1" accession="SRR3661079">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661079</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199006_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839850" refname="GSM2199006"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199007_r1" accession="SRR3661080">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661080</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199007_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839851" refname="GSM2199007"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199008_r1" accession="SRR3661081">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661081</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199008_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839852" refname="GSM2199008"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199009_r1" accession="SRR3661082">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661082</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199009_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839853" refname="GSM2199009"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199010_r1" accession="SRR3661083">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661083</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199010_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839854" refname="GSM2199010"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199011_r1" accession="SRR3661084">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661084</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199011_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839855" refname="GSM2199011"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199012_r1" accession="SRR3661085">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661085</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199012_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839856" refname="GSM2199012"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199013_r1" accession="SRR3661086">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661086</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199013_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839857" refname="GSM2199013"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199014_r1" accession="SRR3661087">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661087</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199014_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839858" refname="GSM2199014"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199015_r1" accession="SRR3661088">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661088</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199015_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839859" refname="GSM2199015"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199016_r1" accession="SRR3661089">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661089</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199016_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839860" refname="GSM2199016"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199017_r1" accession="SRR3661090">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661090</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199017_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839861" refname="GSM2199017"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199018_r1" accession="SRR3661091">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661091</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199018_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839862" refname="GSM2199018"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199019_r1" accession="SRR3661092">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661092</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199019_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839863" refname="GSM2199019"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199020_r1" accession="SRR3661093">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661093</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199020_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839864" refname="GSM2199020"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199021_r1" accession="SRR3661094">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661094</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199021_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839865" refname="GSM2199021"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199022_r1" accession="SRR3661095">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661095</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199022_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839866" refname="GSM2199022"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199023_r1" accession="SRR3661096">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661096</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199023_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839868" refname="GSM2199023"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199024_r1" accession="SRR3661097">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661097</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199024_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839869" refname="GSM2199024"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199025_r1" accession="SRR3661098">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661098</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199025_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839870" refname="GSM2199025"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199026_r1" accession="SRR3661099">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661099</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199026_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839871" refname="GSM2199026"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199027_r1" accession="SRR3661100">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661100</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199027_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839872" refname="GSM2199027"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199028_r1" accession="SRR3661101">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661101</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199028_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839873" refname="GSM2199028"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199029_r1" accession="SRR3661102">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661102</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199029_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839874" refname="GSM2199029"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199030_r1" accession="SRR3661103">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661103</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199030_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839875" refname="GSM2199030"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199031_r1" accession="SRR3661104">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661104</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199031_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839876" refname="GSM2199031"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199032_r1" accession="SRR3661105">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661105</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199032_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839877" refname="GSM2199032"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199033_r1" accession="SRR3661106">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661106</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199033_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839878" refname="GSM2199033"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199034_r1" accession="SRR3661107">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661107</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199034_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839879" refname="GSM2199034"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199035_r1" accession="SRR3661108">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661108</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199035_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839880" refname="GSM2199035"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199036_r1" accession="SRR3661109">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661109</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199036_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839881" refname="GSM2199036"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199037_r1" accession="SRR3661110">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661110</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199037_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839882" refname="GSM2199037"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199038_r1" accession="SRR3661111">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661111</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199038_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839883" refname="GSM2199038"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199039_r1" accession="SRR3661112">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661112</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199039_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839884" refname="GSM2199039"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199040_r1" accession="SRR3661113">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661113</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199040_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839885" refname="GSM2199040"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199041_r1" accession="SRR3661114">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661114</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199041_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839886" refname="GSM2199041"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199042_r1" accession="SRR3661115">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661115</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199042_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839887" refname="GSM2199042"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199043_r1" accession="SRR3661116">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661116</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199043_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839888" refname="GSM2199043"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199044_r1" accession="SRR3661117">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661117</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199044_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839889" refname="GSM2199044"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199045_r1" accession="SRR3661118">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661118</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199045_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839890" refname="GSM2199045"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199046_r1" accession="SRR3661119">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661119</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199046_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839891" refname="GSM2199046"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199047_r1" accession="SRR3661120">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661120</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199047_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839892" refname="GSM2199047"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199048_r1" accession="SRR3661121">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661121</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199048_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839893" refname="GSM2199048"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199049_r1" accession="SRR3661122">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661122</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199049_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839894" refname="GSM2199049"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199050_r1" accession="SRR3661123">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661123</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199050_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839895" refname="GSM2199050"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199051_r1" accession="SRR3661124">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661124</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199051_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839896" refname="GSM2199051"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199052_r1" accession="SRR3661125">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661125</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199052_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839897" refname="GSM2199052"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199053_r1" accession="SRR3661126">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661126</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199053_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839898" refname="GSM2199053"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199054_r1" accession="SRR3661127">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661127</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199054_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839899" refname="GSM2199054"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199055_r1" accession="SRR3661128">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661128</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199055_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839900" refname="GSM2199055"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199056_r1" accession="SRR3661129">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661129</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199056_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839901" refname="GSM2199056"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199057_r1" accession="SRR3661130">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661130</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199057_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839902" refname="GSM2199057"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199058_r1" accession="SRR3661131">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661131</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199058_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839903" refname="GSM2199058"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199059_r1" accession="SRR3661132">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661132</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199059_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839904" refname="GSM2199059"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199060_r1" accession="SRR3661133">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661133</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199060_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839905" refname="GSM2199060"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199061_r1" accession="SRR3661134">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661134</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199061_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839906" refname="GSM2199061"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199062_r1" accession="SRR3661135">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661135</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199062_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839907" refname="GSM2199062"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199063_r1" accession="SRR3661136">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661136</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199063_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839908" refname="GSM2199063"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199064_r1" accession="SRR3661137">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661137</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199064_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839909" refname="GSM2199064"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199065_r1" accession="SRR3661138">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661138</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199065_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839910" refname="GSM2199065"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199066_r1" accession="SRR3661139">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661139</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199066_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839911" refname="GSM2199066"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199067_r1" accession="SRR3661140">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661140</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199067_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839912" refname="GSM2199067"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199068_r1" accession="SRR3661141">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661141</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199068_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839913" refname="GSM2199068"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199069_r1" accession="SRR3661142">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661142</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199069_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839914" refname="GSM2199069"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199070_r1" accession="SRR3661143">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661143</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199070_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839915" refname="GSM2199070"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199071_r1" accession="SRR3661144">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661144</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199071_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839916" refname="GSM2199071"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199072_r1" accession="SRR3661145">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661145</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199072_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839917" refname="GSM2199072"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199073_r1" accession="SRR3661146">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661146</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199073_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839918" refname="GSM2199073"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199074_r1" accession="SRR3661147">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661147</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199074_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839919" refname="GSM2199074"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199075_r1" accession="SRR3661148">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661148</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199075_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839920" refname="GSM2199075"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199076_r1" accession="SRR3661149">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661149</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199076_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839921" refname="GSM2199076"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199077_r1" accession="SRR3661150">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661150</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199077_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839922" refname="GSM2199077"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199078_r1" accession="SRR3661151">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661151</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199078_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839923" refname="GSM2199078"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199079_r1" accession="SRR3661152">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661152</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199079_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839924" refname="GSM2199079"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199080_r1" accession="SRR3661153">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661153</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199080_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839925" refname="GSM2199080"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199081_r1" accession="SRR3661154">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661154</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199081_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839926" refname="GSM2199081"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199082_r1" accession="SRR3661155">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661155</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199082_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839927" refname="GSM2199082"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199083_r1" accession="SRR3661156">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661156</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199083_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839928" refname="GSM2199083"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199084_r1" accession="SRR3661157">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661157</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199084_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839929" refname="GSM2199084"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199085_r1" accession="SRR3661158">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661158</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199085_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839930" refname="GSM2199085"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199086_r1" accession="SRR3661159">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661159</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199086_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839931" refname="GSM2199086"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199087_r1" accession="SRR3661160">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661160</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199087_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839932" refname="GSM2199087"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199088_r1" accession="SRR3661161">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661161</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199088_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839933" refname="GSM2199088"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199089_r1" accession="SRR3661162">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661162</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199089_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839934" refname="GSM2199089"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199090_r1" accession="SRR3661163">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661163</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199090_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839935" refname="GSM2199090"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199091_r1" accession="SRR3661164">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661164</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199091_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839936" refname="GSM2199091"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199092_r1" accession="SRR3661165">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661165</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199092_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839937" refname="GSM2199092"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199093_r1" accession="SRR3661166">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661166</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199093_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839938" refname="GSM2199093"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199094_r1" accession="SRR3661167">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661167</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199094_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839939" refname="GSM2199094"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199095_r1" accession="SRR3661169">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661169</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199095_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839940" refname="GSM2199095"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199096_r1" accession="SRR3661170">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661170</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199096_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839941" refname="GSM2199096"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199097_r1" accession="SRR3661171">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661171</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199097_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839942" refname="GSM2199097"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199098_r1" accession="SRR3661172">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661172</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199098_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839943" refname="GSM2199098"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199099_r1" accession="SRR3661173">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661173</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199099_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839944" refname="GSM2199099"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199100_r1" accession="SRR3661174">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661174</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199100_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839945" refname="GSM2199100"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199101_r1" accession="SRR3661175">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661175</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199101_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839946" refname="GSM2199101"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199102_r1" accession="SRR3661176">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661176</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199102_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839947" refname="GSM2199102"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199103_r1" accession="SRR3661177">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661177</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199103_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839948" refname="GSM2199103"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199104_r1" accession="SRR3661178">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661178</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199104_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839949" refname="GSM2199104"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_CLASS>Application Read</READ_CLASS>
          <READ_TYPE>Forward</READ_TYPE>
          <BASE_COORD>1</BASE_COORD>
        </READ_SPEC>
      </SPOT_DECODE_SPEC>
    </SPOT_DESCRIPTOR>
  </RUN>
  <RUN alias="GSM2199105_r1" accession="SRR3661179">
    <IDENTIFIERS>
      <PRIMARY_ID>SRR3661179</PRIMARY_ID>
      <SUBMITTER_ID namespace="GEO">GSM2199105_r1</SUBMITTER_ID>
    </IDENTIFIERS>
    <EXPERIMENT_REF accession="SRX1839950" refname="GSM2199105"/>
    <SPOT_DESCRIPTOR>
      <SPOT_DECODE_SPEC>
        <SPOT_LENGTH>101</SPOT_LENGTH>
        <READ_SPEC>
          <READ_INDEX>0</READ_INDEX>
          <READ_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>
