<?xml version='1.0' encoding='UTF-8'?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.1d1 20130915//EN" "JATS-journalpublishing1.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta id="journal-meta-7cdabc252dbd428c9b8aca61e740b124">
      <journal-id journal-id-type="nlm-ta">Sciresol</journal-id>
      <journal-id journal-id-type="publisher-id">Sciresol</journal-id>
      <journal-id journal-id-type="journal_submission_guidelines"/>
      <journal-title-group>
        <journal-title>Journal of Pharmaceutical Research</journal-title>
      </journal-title-group>
      <issn publication-format="electronic">2454-8405</issn>
      <issn publication-format="print"/>
    </journal-meta>
    <article-meta id="article-meta-c262c704174c4d8086ef54cab0d39585">
      <article-id pub-id-type="doi">10.18579/jopcr/v23.3.58</article-id>
      <article-categories>
        <subj-group>
          <subject>RESEARCH ARTICLE</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title id="article-title-75c560685ef6495fa0d57ea6347a50ac">
          <bold id="strong-f57c17b74dd641aab1839fc91b1c1e76">Evaluation of PD-1 Gene Susceptibility and Prognosis in </bold>
          <bold id="strong-c6315deff3b4456abae28bd74563f3e9">B</bold>
          <bold id="strong-efb9939e5d914843b4032f42ab5575a3">reast </bold>
          <bold id="strong-7a8a2062477e4d25a5a1ac88c1e68996">Cancer Patients in Iranian Population</bold>
        </article-title>
        <alt-title alt-title-type="right-running-head">Evalution of PD-1 gene susceptibility &amp; prognosis in breast cancer</alt-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes">
          <name id="name-34b201344ecc484ea65eb2e6bc7ec6f8">
            <surname>Hoseini</surname>
            <given-names>Hosnie</given-names>
          </name>
          <email>hosniehoseini@gmail.com</email>
          <xref id="xref-d2fa3f2ad2434047a3d7b658c836391d" rid="aff-960dbb882ec6437e8d28858d102b5efd" ref-type="aff">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name id="name-8f62ba37e48d4423a7c156923185681e">
            <surname>Sarani</surname>
            <given-names>Azade</given-names>
          </name>
          <xref id="xref-703f5dd04c0948be8ada236f65600d65" rid="aff-f46c756ba5de416db5a0828606b151cb" ref-type="aff">2</xref>
        </contrib>
        <aff id="aff-960dbb882ec6437e8d28858d102b5efd">
          <institution>Department of Laboratory Sciences, Zahedan Branch, Islamic Azad University</institution>
          <addr-line>Zahedan</addr-line>
          <country>Iran</country>
        </aff>
        <aff id="aff-f46c756ba5de416db5a0828606b151cb">
          <institution>Department of Midwifery, Faculty of Medical Science, Zahedan Branch, Islamic Azad University</institution>
          <addr-line>Zahedan</addr-line>
          <country>Iran</country>
        </aff>
      </contrib-group>
      <volume>23</volume>
      <issue>3</issue>
      <fpage>154</fpage>
      <permissions>
        <copyright-year>2024</copyright-year>
      </permissions>
      <abstract id="abstract-abstract-title-9b1018b875fe42c69523e56eaf031302">
        <title id="abstract-title-9b1018b875fe42c69523e56eaf031302">
          <bold id="s-63b1e5e5deb1">Abstract</bold>
        </title>
        <p id="paragraph-32af2cd8af324c1a91a8e5892b81308b">Programmed cell death-1 (PD1) protein has an inhibitory effect that reduces the activity of T cells. In this study, gene expression PD1 in patients with breast cancer compared to healthy subjects discussed. This study was performed on 25 patients with breast cancer as a case group and 25 healthy individuals as a control group. Real-time PCR method was used to evaluate gene expression. For the case group, the mean age was 2.75 ± 12.18 and for the control group 30.6 ± 2.6. The results of our study showed that the expression of PD1 gene in the case group was higher than the control (p&lt;0.05). As a result of our study show that expression of gene in the development of breast cancer, So PD1 can be used as prognostic gene in breast cancer study be considered.</p>
      </abstract>
      <kwd-group id="kwd-group-978b594f4a0d42aea3fb6c2e2464c6ca">
        <title>Keywords</title>
        <kwd>Breast cancer</kwd>
        <kwd>Gene expresion</kwd>
        <kwd>Programmed cell death-1</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec>
      <title id="title-179d3448b9544cc39d22896a2cd838f4">
        <bold id="s-aa8074688c95">Introduction</bold>
      </title>
      <p id="paragraph-93c1055a51d74b6983ed9d6e6e1652a4">One of the most common cancers in women, which is the second leading cause of death among women in the United States, is breast cancer <xref rid="R243567331546851" ref-type="bibr">1</xref>, <xref rid="R243567331546853" ref-type="bibr">2</xref>, <xref rid="R243567331546860" ref-type="bibr">3</xref>. Tumor and lymph node resection is a common treatment for breast cancer patients in the form of radiation therapy, hormone therapy or chemotherapy, and often carries many risks for patients with large tumors <xref rid="R243567331546847" ref-type="bibr">4</xref>, <xref rid="R243567331546845" ref-type="bibr">5</xref>. Most breast cancer patients are treated and survive with these treatments. Gene expression tests can be effective in diagnosing and treating breast cancer <xref rid="R243567331546841" ref-type="bibr">6</xref>, <xref rid="R243567331546852" ref-type="bibr">7</xref>, <xref rid="R243567331546857" ref-type="bibr">8</xref>. Programmed cell death protein is a protein from the family of immunoglobulins that has receptors PDL1 and PDL2 and is known as an inhibitory protein. PD1 is expressed on the surface of T cells and B lymphocytes and normal killer cells <xref rid="R243567331546856" ref-type="bibr">9</xref>, <xref rid="R243567331546859" ref-type="bibr">10</xref>, <xref rid="R243567331546858" ref-type="bibr">11</xref>. Although many studies have shown a link between gene expression and disease pathogenesis, little is known about the expression of PD1 gene and breast cancer <xref rid="R243567331546844" ref-type="bibr">12</xref>, <xref rid="R243567331546843" ref-type="bibr">13</xref>. Recent studies have shown that PD-1 gene expression is associated with BC pathogenesis, but studies indicate the importance of PD-1 gene in regulating T cell activity <xref id="xref-2f7a61e5c7a946578b9b9ed19d572291" rid="R243567331546849" ref-type="bibr">14</xref>. In this study, we investigated the expression of PD1 gene in women with breast cancer in comparison with healthy individuals in Sistan and Baluchestan province, Zahedan.</p>
    </sec>
    <sec>
      <title id="title-2f17de06f3e54798b92d8d4b65e75a6a">
        <bold id="s-ac77c2efe93e">Materials and Methods</bold>
      </title>
      <sec>
        <title id="t-cdb96d94e124">
          <bold id="strong-c6afd8d0e52044e58185f7d129f6874e">Patients and Samples</bold>
        </title>
        <p id="paragraph-57f721cc25da4ffc9952c8003b6330f1">Blood samples were taken from 25 patients with breast cancer as a case group and 25 healthy individuals as a control group. Patients' clinical information was obtained from their medical records. RNA was collected from all blood samples. The study protocol was also approved by the Medical Research Ethics Committee of Ali Ibn Abitaleb Hospital in Zahedan, Sistan and Baluchestan Province.</p>
      </sec>
      <sec>
        <title id="t-8c3b6f1b61da">
          <bold id="strong-46ce016195f04cfab686eebd75bb5c61">PD-1 expression analysis</bold>
        </title>
        <p id="paragraph-bf74b9eb74e04188aa155cf11135aed6">Expression of PD-1 was analyzed via real time RT-PCR technique. Briefly, EDTA-treated blood sample were collected, and the total RNA was extracted using TRIZOL reagent (Invitrogen) according to manufacturer instruction. The extracted RNA then reversely transcribed into cDNA using Takara cDNA synthesis kit (Takara, Japan). Real time PCR was performed using a StepOnePlus real time PCR system (Applied Biosystems) using RealQ Plus 2x Master Mix (Ampliqon) and designed primer listed in <xref id="x-e7f53d04b9ab" rid="table-wrap-de20413ace2d409eb36e310a30aa9f95" ref-type="table">Table 1</xref>. The β-actin primer was used as the housekeeping<bold id="strong-613726575f914579aa73aac4f64edad5"> </bold>control gene. </p>
        <table-wrap id="table-wrap-de20413ace2d409eb36e310a30aa9f95" orientation="portrait">
          <label>Table 1</label>
          <caption id="caption-74036b2a3ea6412db063e06e3d22beb4">
            <title id="title-2da6ac43bb12424b8242884dd58a8e36">
              <bold id="strong-8afde49ff4be4e0b9b992720ac11ce67">Primer sets used for PD-1 expression analysis</bold>
            </title>
          </caption>
          <table id="table-38d712ef4bc7435dad7c5c25a427b453" rules="rows">
            <colgroup>
              <col width="9.07"/>
              <col width="23.72"/>
              <col width="7.839999999999999"/>
              <col width="7.370000000000001"/>
              <col width="25.119999999999997"/>
              <col width="8.450000000000001"/>
              <col width="7.370000000000002"/>
              <col width="11.059999999999999"/>
            </colgroup>
            <tbody id="table-section-e27ff0c7053b47a6aad990584786640b">
              <tr id="table-row-596753526f86408ea1c452d1658dd6db">
                <td id="table-cell-032b38c320ce4d6c9008bb81fba1f093" rowspan="2" align="left">
                  <p id="paragraph-14eadb73e1744b798850313bfca31a47"> </p>
                </td>
                <td id="table-cell-b1e305f1b21743e4bfe93fe95fc9678f" colspan="3" align="center">
                  <p id="paragraph-fc324bc867504c1ca263a58244024f31"> <bold id="strong-55cabc665c6d4e959c9e7c10bc16125e">Forward primer</bold></p>
                </td>
                <td id="table-cell-8f977c2aef6c41e1a08dc7a2ec7efb56" colspan="3" align="center">
                  <p id="paragraph-ea31aceefdc04469924e37d933310edd"> <bold id="strong-7cf898d1501547afaff99a3adde7bfc6">Revers primer</bold></p>
                </td>
                <td id="table-cell-c84e8405598e4b2b85f38f838e95b3da" rowspan="2" align="left">
                  <p id="paragraph-980c6a620fd34d2a90cb0d5167362f7c"><bold id="s-0d9945f569a0">Product Length</bold> </p>
                </td>
              </tr>
              <tr id="table-row-03579ac5b33c46d58c649d9d666438f2">
                <td id="table-cell-b1d516d44a3a48a0b467941e8b451255" align="left">
                  <p id="paragraph-9437b1791b6745caa6ee5a802383dd17"> <bold id="strong-87ee44003c3f4a05938e981dc111ed12">Sequence (5'-&gt;3')</bold></p>
                </td>
                <td id="table-cell-9f4fb281d50944cc9d496fec1f9d1e99" align="left">
                  <p id="paragraph-12703b84a95f4c6ebb693515ae6a0260"> <bold id="strong-a27858f263024ef8850c9cfe3d06676c">GC%</bold></p>
                </td>
                <td id="table-cell-b85ad2eec0544baab4cdb50cd1769c1e" align="left">
                  <p id="paragraph-332c47e3ce944e3b9036fa373a0732da"> <bold id="strong-c361ac8c6a4542d3a590c9ad9ecd8264">length</bold></p>
                </td>
                <td id="table-cell-f0dc43cd9ecd4258ba3c8a9100b3571d" align="left">
                  <p id="paragraph-e08c822f6e29470996203d65f2110d76"> <bold id="strong-7aa5de12ca7c4d11b42e98adccc3f8d1">Sequence (5'-&gt;3')</bold></p>
                </td>
                <td id="table-cell-12d9e6e6359d40b3bd14158950f69979" align="left">
                  <p id="paragraph-e9ead4c3770a4e489154ddc0b4d3fccb"> <bold id="strong-1b80b49cfd6849428dd211f9f4f9b5e3">GC%</bold></p>
                </td>
                <td id="table-cell-6b118661add946dd9a500dbad55e948a" align="left">
                  <p id="paragraph-97d3dca898de49259dccf3095694ffa6"> <bold id="strong-1b4e7021e60945bfb01f3b7b5e48b0f9">length</bold></p>
                </td>
              </tr>
              <tr id="table-row-e9bc793431cd4b0eb35338df29dbe907">
                <td id="table-cell-d9a946626ed7430aa626839aea7a3175" align="left">
                  <p id="paragraph-816807a727a448c0a61283a668011c1a"> PD-1 </p>
                </td>
                <td id="table-cell-ee118fc0c5dd497887cb1dbee500a58e" align="left">
                  <p id="paragraph-521a769e97224802a657574bb94d4b43"> CCGCACGAGGGACAATA</p>
                </td>
                <td id="table-cell-23fa3fd2d3714918ad0a3ed3e5c8e011" align="left">
                  <p id="paragraph-9ef4985c22d144f882f22c7a9b28aeee"> 58.8</p>
                </td>
                <td id="table-cell-343f3c0f0ca74cd5a843373c8e18eea9" align="left">
                  <p id="paragraph-1344cd6ed2864dac81fcf0ddbefb4861"> 17</p>
                </td>
                <td id="table-cell-97c83504f2a7461bb49f5c817b2472bc" align="left">
                  <p id="paragraph-c27f5b5322dd43179564f7c9a3ba1015"> TCTCTCGCCACTGGAAATC</p>
                </td>
                <td id="table-cell-9d2de58018124003ab3ee769086f3589" align="left">
                  <p id="paragraph-8d75bcf658234eb3957f54462e35c274"> 52.6</p>
                </td>
                <td id="table-cell-f0179f42fea44a5db1b9d1347842ac3b" align="left">
                  <p id="paragraph-0d91cd9e94bf4de3a618c1050e789284"> 19</p>
                </td>
                <td id="table-cell-f045d2f78cce41219bca1b2adeb283c3" align="left">
                  <p id="paragraph-a4aedc3cd74342b3baad77602114b3b9"> 114</p>
                </td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
      <sec>
        <title id="t-cc04836bbde3">
          <bold id="strong-c1fb3d270739471f83ca9c14f6278f1a">Statistical Analysis</bold>
        </title>
        <p id="paragraph-84945f886e434b42badeadef7e93660b">The SPSS statistical software version 21 was used for all statistical analyses. Differences in characteristics among the genotypes and mRNA expression were compared using t-test for categorical data. Significant level was accepted at <italic id="e-d3c5350f05d1">P</italic> ≤ 0.05. </p>
      </sec>
    </sec>
    <sec>
      <title id="title-543fe22f046644c28bf306fe5a00c8f1">
        <bold id="s-dad3229be88b">Results</bold>
      </title>
      <p id="paragraph-f2be29b97f074ddd82f4d33587a8aa31">A total of 50 patients were recruited in this study, 25 BC patients and 25 healthy controls. The mean age of BC patients and the healthy controls were 2.75 ± 12.18 and 30.6 ± 2.6 respectively. No significant difference was observed in age distribution between the BC patients and control group. </p>
      <sec>
        <title id="t-94659278c6fc">
          <bold id="strong-0ed1ee270c054516946757c031661d9e">PD-1 mRNA expression analysis</bold>
        </title>
        <p id="paragraph-930ba9526866484785543dae1044ba86">In order to establish the relationship between BC prevalence and PD-1, the PD-1 expression level was determined by Real time PCR. The level analysis of PD-1 showed higher expression in BC patients compared to healthy controls (<xref id="x-85f7bd402f03" rid="table-wrap-b3ac575dbddd41db93febfa59cc46a76" ref-type="table">Table 2</xref>). The independent t-test showed that the increased level of PD-1 mRNA was significant (<italic id="e-4f06b9ace1c6">P</italic> &lt; 0.05). </p>
        <table-wrap id="table-wrap-b3ac575dbddd41db93febfa59cc46a76" orientation="portrait">
          <label>Table 2</label>
          <caption id="caption-023264630cd6485e85ba7fb51580b153">
            <title id="title-e390c67e0eb34caa9c30978b71d9e92c">
              <bold id="strong-0bb5f3b287644e57be0d062488e21a64">PD-1 expression analysis</bold>
            </title>
          </caption>
          <table id="table-b47f5254a7af41659ab9285f47199b0e" rules="rows">
            <colgroup/>
            <tbody id="table-section-9081a78d7fe240c090a86d03646ac617">
              <tr id="table-row-77327123241f432da256e9a1da3d6d9e">
                <td id="table-cell-65dc665db81346e796b0cf5d752dc697" align="left">
                  <p id="paragraph-dd4691d585d141ef8d63f55f23f248ce"> <bold id="strong-bd5c4a5b63f64d738c739e50b064f7af">Gene</bold></p>
                </td>
                <td id="table-cell-009a304de2074abebf819a45b37cd7c3" align="left">
                  <p id="paragraph-3c7ed16333a34de59a5ca090674fc67f"> <bold id="strong-fbbe9ecb806b47d2b1c20e119ac35c93">Reaction efficiency </bold></p>
                </td>
                <td id="table-cell-64fad4e35dd54caba075fdb479d6e164" align="left">
                  <p id="paragraph-286b48965791429fabc67662682a4285"> <bold id="strong-c7c997f1bd0142388780042ab2fc4691">Expression</bold></p>
                </td>
                <td id="table-cell-2d5ce1391d2840a087a9a74368d208a3" align="left">
                  <p id="paragraph-3baf22aba1c54caf98d3bb75dfb1fd29"> <bold id="strong-7a57ea966a994534afe251b6a866bf77">P-value </bold></p>
                </td>
              </tr>
              <tr id="table-row-8aa7c23dfcec43648b4ac1a90fde1802">
                <td id="table-cell-bdb0dc864a9a495f8f707e0aaa23471e" align="left">
                  <p id="paragraph-9eb04a453a40478ab763a02330c64e8c"> PD1</p>
                </td>
                <td id="table-cell-6976c1d5e85042d3ae79181deca32d93" align="left">
                  <p id="paragraph-1dd0947d8bc641f29f47ec99ca638efa"> 0.8</p>
                </td>
                <td id="table-cell-99f744fc73884e018a3be63205b93466" align="left">
                  <p id="paragraph-0610523ce04f42cd84c8b1f7b348c772"> 7.7</p>
                </td>
                <td id="table-cell-be377b9e2a014f86abbd2ebd0c4c357d" align="left">
                  <p id="paragraph-851e43e82d584538b78df49a336e1764"> 0.008</p>
                </td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
    </sec>
    <sec>
      <title id="title-da2514ba861041e7a6ab89533e7cddea">
        <bold id="s-c3d3012964f9">Discussion</bold>
      </title>
      <p id="paragraph-49f4b061bf5947a38c1632de892c1153">After cancers such as lung, stomach and liver cancers, breast cancer is one of the most common cancers in the female population of the world, which can be the most common cause of death in women. programmed cell death is called apoptosis, which is clinically important because failure to control and regulate the mechanism of apoptosis leads to overexpression of certain genes and pathogenesis and plays an important role in the development of many cancers <xref id="xref-a6ee163099374951b3286f314deba76f" rid="R243567331546846" ref-type="bibr">15</xref>. PD1 protein is a member of the CD28 family of immunoglobulins and has two receptors, PDL1 and PDL2. This protein has an inhibitory role. Inhibitory function and inhibitory signals of PD1 protein through its receptors lead to activation of T cell function, tolerance, and tissue damage due to immunity <xref id="xref-309fb6df0496492db9d7791ebf388a2d" rid="R243567331546854" ref-type="bibr">16</xref>. There have also been many studies on PD1 gene polymorphisms and their role in breast cancer patients compared to healthy individuals, which have been introduced as prognosticators in the diagnosis and treatment of various cancers, including breast cancer. In addition, gene mutations have played a significant role in the development of breast cancer. Many studies have been conducted in this field. Eight studies (Chang, 2007,55 Cobliegh, 2005,47 Esteva, 2005,48 Gianni, 2005,49 Cronin, 2004,44 Habel, 2006,50 Mina, 2006,51 and Paik, 200428) have examined the expression of different genes in breast cancer compared to healthy individuals using different methods such as real-time PCR or immunohistochemistry <xref rid="R243567331546855" ref-type="bibr">17</xref>, <xref rid="R243567331546850" ref-type="bibr">18</xref>, <xref rid="R243567331546861" ref-type="bibr">19</xref>, <xref rid="R243567331546848" ref-type="bibr">20</xref>, <xref rid="R243567331546842" ref-type="bibr">21</xref>, <xref rid="R243567331547593" ref-type="bibr">22</xref>, <xref rid="R243567331547594" ref-type="bibr">23</xref>, <xref rid="R243567331547595" ref-type="bibr">24</xref>. Cronin and colleagues showed that there is a significant relationship between PDL1 gene expression and the progression of breast cancer. The group and their colleagues studied the expression of five genes in breast cancer. In a clinical study, Oratz R and colleagues also investigated gene expression variation and their association with a variety of cancers, including breast cancer <xref id="x-4a16905b7f78" rid="R243567331547596" ref-type="bibr">25</xref>. They showed that in patients with breast cancer, the expression of PD1 was significantly increased. According to these studies, the expression of PD1 gene can play an effective role in the development and progression of breast cancer. Zhou and colleagues also showed a link between PD1 gene expression and the incidence of breast cancer <xref id="x-603c44474fee" rid="R243567331547597" ref-type="bibr">26</xref>. They showed that the expression level of PD1 was higher in patients with breast cancer than in the control group. Therefore, gene expression can serve as a prognostic marker in screening and immunotherapy in patients with breast cancer.</p>
    </sec>
    <sec>
      <title id="title-56f21668fc594996b8ccc8ca72799e89">
        <bold id="s-1aef3d9927a6">Conclusion</bold>
      </title>
      <p id="paragraph-37e299b071d047b6a8bf7e8a0c12ec8e">The results of our study showed that the expression level of PD1 gene in patients with breast cancer was significantly higher compared to healthy individuals and it can be concluded that the expression of PD1 gene can be a prognostic factor in the early diagnosis of breast cancer. Therefore, it is suggested that more studies be performed on the relationship between the expression of more genes and breast cancer. In addition, according to the findings of the study have been obtained only from the people of Sistan-Baluchistan province, fertility studies in different ethnic groups are required. </p>
      <sec>
        <title id="t-5f4481a48d2e">
          <bold id="strong-819325d0d1bd45d08fb32b9f477e8cbd">Acknowledgments</bold>
        </title>
        <p id="p-fef4a17fcab7">The Evidence-based Practice Center thanks Dr Masoud Saravi and Dr Shirin Shahraki for their assistance with searching and database management, and research organization and for her assistance with final preparations of the report. </p>
      </sec>
      <sec>
        <title id="t-642cb0f89998">
          <bold id="strong-96e4e7b7114c4da1aebc397b0f5840ab">Conflict of Interests</bold>
        </title>
        <p id="p-30f3b1d56641">The authors declare that there is no conflict of interests regarding the publication of this paper.</p>
      </sec>
    </sec>
  </body>
  <back>
    <ref-list>
      <title>References</title>
      <ref id="R243567331546851">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Jemal</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Siegel</surname>
              <given-names>R</given-names>
            </name>
            <name>
              <surname>Ward</surname>
              <given-names>E</given-names>
            </name>
            <name>
              <surname>Murray</surname>
              <given-names>T</given-names>
            </name>
            <name>
              <surname>Xu</surname>
              <given-names>J</given-names>
            </name>
            <name>
              <surname>Thun</surname>
              <given-names>M J</given-names>
            </name>
            <collab/>
          </person-group>
          <article-title>Cancer Statistics, 2007</article-title>
          <source>CA: A Cancer Journal for Clinicians</source>
          <year>2007</year>
          <volume>57</volume>
          <issue>1</issue>
          <fpage>43</fpage>
          <lpage>66</lpage>
          <uri>https://doi.org/10.3322/canjclin.57.1.43</uri>
        </element-citation>
      </ref>
      <ref id="R243567331546853">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Kanduc</surname>
              <given-names>D</given-names>
            </name>
            <name>
              <surname>Mittelman</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Serpico</surname>
              <given-names>R</given-names>
            </name>
            <name>
              <surname>Sinigaglia,</surname>
              <given-names>E</given-names>
            </name>
            <name>
              <surname>Sinha</surname>
              <given-names>A A</given-names>
            </name>
            <name>
              <surname>Natale</surname>
              <given-names>C</given-names>
            </name>
            <collab/>
            <etal/>
          </person-group>
          <article-title>Cell death: apoptosis versus necrosis (review</article-title>
          <source>International Journal of Oncology</source>
          <year>2002</year>
          <volume>21</volume>
          <issue>1</issue>
          <fpage>165</fpage>
          <lpage>170</lpage>
          <uri>https://pubmed.ncbi.nlm.nih.gov/12063564/</uri>
        </element-citation>
      </ref>
      <ref id="R243567331546860">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Kam</surname>
              <given-names>P C</given-names>
            </name>
            <name>
              <surname>Ferch</surname>
              <given-names>N I</given-names>
            </name>
            <collab/>
          </person-group>
          <article-title>Apoptosis: mechanisms and clinical implications</article-title>
          <source>Anaesthesia</source>
          <year>2000</year>
          <volume>55</volume>
          <issue>11</issue>
          <fpage>1081</fpage>
          <lpage>1093</lpage>
          <uri>https://doi.org/10.1046/j.1365-2044.2000.01554.x</uri>
        </element-citation>
      </ref>
      <ref id="R243567331546847">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Danial</surname>
              <given-names>N N</given-names>
            </name>
            <collab/>
          </person-group>
          <article-title>BCL-2 family proteins: critical checkpoints of apoptotic cell death</article-title>
          <source>Clinical Cancer Research</source>
          <year>2007</year>
          <volume>13</volume>
          <issue>24</issue>
          <fpage>7254</fpage>
          <lpage>7263</lpage>
          <uri>https://doi.org/10.1158/1078-0432.ccr-07-1598</uri>
        </element-citation>
      </ref>
      <ref id="R243567331546845">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Miller</surname>
              <given-names>S A</given-names>
            </name>
            <name>
              <surname>Dykes</surname>
              <given-names>D D</given-names>
            </name>
            <name>
              <surname>Polesky</surname>
              <given-names>H F</given-names>
            </name>
            <collab/>
          </person-group>
          <article-title>A simple salting out procedure for extracting DNA from human nucleated cells</article-title>
          <source>Nucleic Acids Research</source>
          <year>1988</year>
          <volume>16</volume>
          <issue>3</issue>
          <fpage>1215</fpage>
          <uri>https://doi.org/10.1093/nar/16.3.1215</uri>
        </element-citation>
      </ref>
      <ref id="R243567331546841">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Xie</surname>
              <given-names>T</given-names>
            </name>
            <name>
              <surname>Ho</surname>
              <given-names>S L</given-names>
            </name>
            <name>
              <surname>Ma</surname>
              <given-names>O C</given-names>
            </name>
            <collab/>
          </person-group>
          <article-title>High resolution single strand conformation polymorphism analysis using formamide and ethidium bromide staining</article-title>
          <source>Journal of Molecular Pathology</source>
          <year>1997</year>
          <volume>50</volume>
          <issue>5</issue>
          <fpage>276</fpage>
          <lpage>278</lpage>
          <uri>https://doi.org/10.1136/mp.50.5.276</uri>
        </element-citation>
      </ref>
      <ref id="R243567331546852">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Koda</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Kanczuga-Koda</surname>
              <given-names>L</given-names>
            </name>
            <name>
              <surname>Reszec</surname>
              <given-names>J</given-names>
            </name>
            <name>
              <surname>Sulkowska</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Famulski</surname>
              <given-names>W</given-names>
            </name>
            <name>
              <surname>Baltaziak</surname>
              <given-names>M</given-names>
            </name>
            <collab/>
            <etal/>
          </person-group>
          <article-title>Expression of the apoptotic markers in normal breast epithelium, benign mammary dysplasia and in breast cancer</article-title>
          <source>Folia Morphologica</source>
          <year>2004</year>
          <volume>63</volume>
          <issue>3</issue>
          <fpage>337</fpage>
          <lpage>341</lpage>
          <uri>https://pubmed.ncbi.nlm.nih.gov/15478112/</uri>
        </element-citation>
      </ref>
      <ref id="R243567331546857">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Ghayad</surname>
              <given-names>S E</given-names>
            </name>
            <name>
              <surname>Vendrell</surname>
              <given-names>J A</given-names>
            </name>
            <name>
              <surname>Bleche</surname>
              <given-names>I</given-names>
            </name>
            <name>
              <surname>Spyratos</surname>
              <given-names>F</given-names>
            </name>
            <name>
              <surname>Dumontet</surname>
              <given-names>C</given-names>
            </name>
            <name>
              <surname>Treilleux</surname>
              <given-names>I</given-names>
            </name>
            <collab/>
            <etal/>
          </person-group>
          <article-title>Identification of TACC1, NOV, and PTTG1 as new candidate genes associated with endocrine therapy resistance in breast cancer</article-title>
          <source>Journal of Molecular Endocrinology</source>
          <year>2009</year>
          <volume>42</volume>
          <issue>2</issue>
          <fpage>87</fpage>
          <lpage>103</lpage>
          <uri>https://doi.org/10.1677/JME-08-0076</uri>
        </element-citation>
      </ref>
      <ref id="R243567331546856">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Sorbello</surname>
              <given-names>V</given-names>
            </name>
            <name>
              <surname>Fuso</surname>
              <given-names>L</given-names>
            </name>
            <name>
              <surname>Sfiligoi</surname>
              <given-names>C</given-names>
            </name>
            <name>
              <surname>Ponzone</surname>
              <given-names>R</given-names>
            </name>
            <name>
              <surname>Biglia</surname>
              <given-names>N</given-names>
            </name>
            <name>
              <surname>Weisz</surname>
              <given-names>A</given-names>
            </name>
            <collab/>
            <etal/>
          </person-group>
          <article-title>Quantitative real-time RTPCR analysis of eight novel estrogen-regulated genes in breast cancer</article-title>
          <source>International Journal of Biological Markers</source>
          <year>2003</year>
          <volume>18</volume>
          <issue>2</issue>
          <fpage>123</fpage>
          <lpage>129</lpage>
          <uri>https://doi.org/10.1177/172460080301800205</uri>
        </element-citation>
      </ref>
      <ref id="R243567331546859">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Blencowe</surname>
              <given-names>B J</given-names>
            </name>
            <collab/>
          </person-group>
          <article-title>Alternative splicing: new insights from global analyses</article-title>
          <source>Cell</source>
          <year>2006</year>
          <volume>126</volume>
          <issue>1</issue>
          <fpage>37</fpage>
          <lpage>47</lpage>
          <uri>https://doi.org/10.1016/j.cell.2006.06.023</uri>
        </element-citation>
      </ref>
      <ref id="R243567331546858">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Schena</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Shalon</surname>
              <given-names>D</given-names>
            </name>
            <name>
              <surname>Davis</surname>
              <given-names>R W</given-names>
            </name>
            <name>
              <surname>Brown</surname>
              <given-names>P O</given-names>
            </name>
            <collab/>
          </person-group>
          <article-title>Quantitative monitoring of gene expression patterns with a complementary DNA microarray</article-title>
          <source>Science</source>
          <year>1995 </year>
          <volume>270</volume>
          <issue>5235</issue>
          <fpage>467</fpage>
          <lpage>470</lpage>
          <uri>https://doi.org/10.1126/science.270.5235.467</uri>
        </element-citation>
      </ref>
      <ref id="R243567331546844">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Baldwin</surname>
              <given-names>D</given-names>
            </name>
            <name>
              <surname>Crane</surname>
              <given-names>V</given-names>
            </name>
            <name>
              <surname>Rice</surname>
              <given-names>D</given-names>
            </name>
            <collab/>
          </person-group>
          <article-title>A comparison of gel-based, nylon filter and microarray techniques to detect differential RNA expression in plants</article-title>
          <source>Current Opinion in Plant Biology</source>
          <year>1999</year>
          <volume>2</volume>
          <issue>2</issue>
          <fpage>96</fpage>
          <lpage>103</lpage>
          <uri>https://doi.org/10.1016/S1369-5266(99)80020-X</uri>
        </element-citation>
      </ref>
      <ref id="R243567331546843">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Watson</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Mazumder</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Stewart</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Balasubramanian</surname>
              <given-names>S</given-names>
            </name>
            <collab/>
          </person-group>
          <article-title>Technology for microarray analysis of gene expression</article-title>
          <source>Current Opinion in Biotechnology</source>
          <year>1998</year>
          <volume>9</volume>
          <issue>6</issue>
          <fpage>609</fpage>
          <lpage>614</lpage>
          <uri>https://doi.org/10.1016/S0958-1669(98)80138-9</uri>
        </element-citation>
      </ref>
      <ref id="R243567331546849">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Schena</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Heller</surname>
              <given-names>R A</given-names>
            </name>
            <name>
              <surname>Theriault</surname>
              <given-names>T P</given-names>
            </name>
            <name>
              <surname>Konrad</surname>
              <given-names>K</given-names>
            </name>
            <name>
              <surname>Lachenmeier</surname>
              <given-names>E</given-names>
            </name>
            <name>
              <surname>Davis</surname>
              <given-names>Ronald W</given-names>
            </name>
            <collab/>
          </person-group>
          <article-title>Microarrays: biotechnology's discovery platform for functional genomics</article-title>
          <source>Trends in Biotechnology</source>
          <year>1998</year>
          <volume>16</volume>
          <issue>7</issue>
          <fpage>301</fpage>
          <lpage>306</lpage>
          <uri>https://doi.org/10.1016/S0167-7799(98)01219-0</uri>
        </element-citation>
      </ref>
      <ref id="R243567331546846">
        <element-citation publication-type="misc">
          <person-group person-group-type="author">
            <collab/>
          </person-group>
          <article-title>The TAILORx Breast Cancer Trial</article-title>
          <source>National Cancer Institute</source>
          <year>2018</year>
          <uri>https://www.cancer.gov/types/breast/research/tailorx</uri>
        </element-citation>
      </ref>
      <ref id="R243567331546854">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>McShane</surname>
              <given-names>L M</given-names>
            </name>
            <name>
              <surname>Altman</surname>
              <given-names>D G</given-names>
            </name>
            <name>
              <surname>Sauerbrei</surname>
              <given-names>W</given-names>
            </name>
            <name>
              <surname>Taube</surname>
              <given-names>S E</given-names>
            </name>
            <name>
              <surname>Gion</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Clark</surname>
              <given-names>G M</given-names>
            </name>
            <collab/>
          </person-group>
          <article-title>REporting recommendations for tumour MARKer prognostic studies (REMARK)</article-title>
          <source>British Journal of Cancer</source>
          <year>2005</year>
          <volume>93</volume>
          <issue>4</issue>
          <fpage>387</fpage>
          <lpage>391</lpage>
          <uri>https://doi.org/10.1038%2Fsj.bjc.6602678</uri>
        </element-citation>
      </ref>
      <ref id="R243567331546855">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Chang</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Pho</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Dutta</surname>
              <given-names>D</given-names>
            </name>
            <name>
              <surname>Stephans</surname>
              <given-names>J C</given-names>
            </name>
            <name>
              <surname>Shak</surname>
              <given-names>S</given-names>
            </name>
            <name>
              <surname>Kiefer</surname>
              <given-names>M C</given-names>
            </name>
            <collab/>
            <etal/>
          </person-group>
          <article-title>Measurement of gene expression in archival paraffin-embedded tissues: development and performance of a 92-gene reverse transcriptase-polymerase chain reaction assay</article-title>
          <source>American Journal of Pathology</source>
          <year>2004</year>
          <volume>164</volume>
          <issue>1</issue>
          <fpage>35</fpage>
          <lpage>42</lpage>
          <uri>https://doi.org/10.1016/s0002-9440(10)63093-3</uri>
        </element-citation>
      </ref>
      <ref id="R243567331546850">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Cronin</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Sangli</surname>
              <given-names>C</given-names>
            </name>
            <name>
              <surname>Liu</surname>
              <given-names>M L</given-names>
            </name>
            <name>
              <surname>Pho</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Dutta</surname>
              <given-names>D</given-names>
            </name>
            <name>
              <surname>Nguyen</surname>
              <given-names>A</given-names>
            </name>
            <collab/>
            <etal/>
          </person-group>
          <article-title>Analytical Validation of the Oncotype DX Genomic Diagnostic Test for Recurrence Prognosis and Therapeutic Response Prediction in Node-Negative, Estrogen Receptor-Positive Breast Cancer</article-title>
          <source>Clinical Chemistry</source>
          <year>2007</year>
          <volume>53</volume>
          <issue>6</issue>
          <fpage>1084</fpage>
          <lpage>1091</lpage>
          <uri>https://doi.org/10.1373/clinchem.2006.076497</uri>
        </element-citation>
      </ref>
      <ref id="R243567331546861">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Cobleigh</surname>
              <given-names>M A</given-names>
            </name>
            <name>
              <surname>Tabesh</surname>
              <given-names>B</given-names>
            </name>
            <name>
              <surname>Bitterman</surname>
              <given-names>P</given-names>
            </name>
            <name>
              <surname>Baker</surname>
              <given-names>J</given-names>
            </name>
            <name>
              <surname>Cronin</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Liu</surname>
              <given-names>M-L</given-names>
            </name>
            <collab/>
            <etal/>
          </person-group>
          <article-title>Tumor gene expression and prognosis in breast cancer patients with 10 or more positive lymph nodes</article-title>
          <source>Clinical Cancer Research</source>
          <year>2005</year>
          <volume>11</volume>
          <issue>24 Pt 1</issue>
          <fpage>8623</fpage>
          <lpage>8631</lpage>
          <uri>https://doi.org/10.1158/1078-0432.ccr-05-0735</uri>
        </element-citation>
      </ref>
      <ref id="R243567331546848">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Esteva</surname>
              <given-names>F J</given-names>
            </name>
            <name>
              <surname>Sahin</surname>
              <given-names>A A</given-names>
            </name>
            <name>
              <surname>Cristofanilli</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Coombes</surname>
              <given-names>K</given-names>
            </name>
            <name>
              <surname>Lee</surname>
              <given-names>S-J</given-names>
            </name>
            <name>
              <surname>Baker</surname>
              <given-names>J</given-names>
            </name>
            <collab/>
          </person-group>
          <article-title>Prognostic role of a multigene reverse transcriptasePCR assay in patients with node-negative breast cancer not receiving adjuvant systemic therapy</article-title>
          <source>Clinical Cancer Research</source>
          <year>2005</year>
          <volume>11</volume>
          <issue>9</issue>
          <fpage>3315</fpage>
          <lpage>3319</lpage>
          <uri>https://doi.org/10.1158/1078-0432.ccr-04-1707</uri>
        </element-citation>
      </ref>
      <ref id="R243567331546842">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Habel</surname>
              <given-names>L A</given-names>
            </name>
            <name>
              <surname>Shak</surname>
              <given-names>S</given-names>
            </name>
            <name>
              <surname>Jacobs</surname>
              <given-names>M K</given-names>
            </name>
            <name>
              <surname>Capra</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Alexander</surname>
              <given-names>C</given-names>
            </name>
            <name>
              <surname>Pho</surname>
              <given-names>M</given-names>
            </name>
            <collab/>
            <etal/>
          </person-group>
          <article-title>A population based study of tumor gene expression and risk of breast cancer death among lymph node-negative patients</article-title>
          <source>Breast Cancer Research</source>
          <year>2006</year>
          <volume>8</volume>
          <issue>3</issue>
          <fpage>1</fpage>
          <lpage>15</lpage>
          <uri>https://doi.org/10.1186/bcr1412</uri>
        </element-citation>
      </ref>
      <ref id="R243567331547593">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Mina</surname>
              <given-names>Lida</given-names>
            </name>
            <name>
              <surname>Soule</surname>
              <given-names>Sharon E</given-names>
            </name>
            <name>
              <surname>Badve</surname>
              <given-names>Sunil</given-names>
            </name>
            <name>
              <surname>Baehner</surname>
              <given-names>Fredrick L</given-names>
            </name>
            <name>
              <surname>Baker</surname>
              <given-names>Joffre</given-names>
            </name>
            <name>
              <surname>Cronin</surname>
              <given-names>Maureen</given-names>
            </name>
            <name>
              <surname>Watson</surname>
              <given-names>Drew</given-names>
            </name>
            <name>
              <surname>Liu</surname>
              <given-names>Mei-Lan</given-names>
            </name>
            <name>
              <surname>Sledge</surname>
              <given-names>George W</given-names>
            </name>
            <name>
              <surname>Shak</surname>
              <given-names>Steve</given-names>
            </name>
            <name>
              <surname>Miller</surname>
              <given-names>Kathy D</given-names>
            </name>
            <collab/>
          </person-group>
          <article-title>Predicting response to primary chemotherapy: gene expression profiling of paraffin-embedded core biopsy tissue</article-title>
          <source>Breast Cancer Research and Treatment</source>
          <year>2007</year>
          <volume>103</volume>
          <issue>2</issue>
          <fpage>197</fpage>
          <lpage>208</lpage>
          <issn>0167-6806, 1573-7217</issn>
          <publisher-name>Springer Science and Business Media LLC</publisher-name>
          <uri>https://dx.doi.org/10.1007/s10549-006-9366-x</uri>
        </element-citation>
      </ref>
      <ref id="R243567331547594">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Paik</surname>
              <given-names>Soonmyung</given-names>
            </name>
            <name>
              <surname>Tang</surname>
              <given-names>Gong</given-names>
            </name>
            <name>
              <surname>Shak</surname>
              <given-names>Steven</given-names>
            </name>
            <name>
              <surname>Kim</surname>
              <given-names>Chungyeul</given-names>
            </name>
            <name>
              <surname>Baker</surname>
              <given-names>Joffre</given-names>
            </name>
            <name>
              <surname>Kim</surname>
              <given-names>Wanseop</given-names>
            </name>
            <name>
              <surname>Cronin</surname>
              <given-names>Maureen</given-names>
            </name>
            <name>
              <surname>Baehner</surname>
              <given-names>Frederick L</given-names>
            </name>
            <name>
              <surname>Watson</surname>
              <given-names>Drew</given-names>
            </name>
            <name>
              <surname>Bryant</surname>
              <given-names>John</given-names>
            </name>
            <name>
              <surname>Costantino</surname>
              <given-names>Joseph P</given-names>
            </name>
            <name>
              <surname>Geyer</surname>
              <given-names>Charles E</given-names>
            </name>
            <name>
              <surname>Wickerham</surname>
              <given-names>D Lawrence</given-names>
            </name>
            <name>
              <surname>Wolmark</surname>
              <given-names>Norman</given-names>
            </name>
            <collab/>
          </person-group>
          <article-title>Gene Expression and Benefit of Chemotherapy in Women With Node-Negative, Estrogen Receptor–Positive Breast Cancer</article-title>
          <source>Journal of Clinical Oncology</source>
          <year>2023</year>
          <volume>41</volume>
          <issue>20</issue>
          <fpage>3565</fpage>
          <lpage>3575</lpage>
          <issn>0732-183X, 1527-7755</issn>
          <publisher-name>American Society of Clinical Oncology (ASCO)</publisher-name>
          <uri>https://dx.doi.org/10.1200/jco.22.02570</uri>
        </element-citation>
      </ref>
      <ref id="R243567331547595">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Sorlie</surname>
              <given-names>T</given-names>
            </name>
            <name>
              <surname>Tibshirani</surname>
              <given-names>R</given-names>
            </name>
            <name>
              <surname>Parker</surname>
              <given-names>J</given-names>
            </name>
            <collab/>
            <etal/>
          </person-group>
          <article-title>Repeated observation of breast tumor subtypes in independent gene expression data sets</article-title>
          <source>PNAS</source>
          <year>2003</year>
          <volume>100</volume>
          <issue>4</issue>
          <fpage>8418</fpage>
          <lpage>8423</lpage>
          <uri>https://doi.org/10.1073/pnas.0932692100</uri>
        </element-citation>
      </ref>
      <ref id="R243567331547596">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Oratz</surname>
              <given-names>R</given-names>
            </name>
            <name>
              <surname>Paul</surname>
              <given-names>D</given-names>
            </name>
            <name>
              <surname>Cohn</surname>
              <given-names>A L</given-names>
            </name>
            <name>
              <surname>Sedlacek</surname>
              <given-names>S M</given-names>
            </name>
            <collab/>
          </person-group>
          <article-title>Impact of a Commercial Reference Laboratory Test Recurrence Score on Decision Making in Early-Stage Breast Cancer</article-title>
          <source>JCO Oncology Practice</source>
          <year>2007</year>
          <volume>3</volume>
          <issue>4</issue>
          <fpage>182 </fpage>
          <lpage>186</lpage>
          <uri>https://doi.org/10.1200/JOP.0742001</uri>
        </element-citation>
      </ref>
      <ref id="R243567331547597">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Zhou</surname>
              <given-names>A M</given-names>
            </name>
            <name>
              <surname>Floore</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Delahaye</surname>
              <given-names>L J M J</given-names>
            </name>
            <name>
              <surname>Witteveen</surname>
              <given-names>A T</given-names>
            </name>
            <name>
              <surname>Pover</surname>
              <given-names>R C F</given-names>
            </name>
            <name>
              <surname>Bakx</surname>
              <given-names>N</given-names>
            </name>
            <collab/>
            <etal/>
          </person-group>
          <article-title>Converting a breast cancer microarray signature into a highthroughput diagnostic test</article-title>
          <source>BMC Genomics</source>
          <year>2006</year>
          <volume>7</volume>
          <fpage>1</fpage>
          <lpage>10</lpage>
          <uri>https://doi.org/10.1186/1471-2164-7-278</uri>
        </element-citation>
      </ref>
    </ref-list>
  </back>
</article>
