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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">abc</journal-id>
      <journal-title-group>
        <journal-title>Archives of Breast Cancer</journal-title>
        <abbrev-journal-title abbrev-type="pubmed">Arch Breast Cancer</abbrev-journal-title>
      </journal-title-group>
      <issn publication-format="electronic">2383-0433</issn>
      <publisher>
        <publisher-name>Archives of Breast Cancer</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.32768/abc.2024113269-275</article-id>
      <article-id pub-id-type="manuscript">947</article-id>
      <article-version vocab="JAV" vocab-identifier="http://www.niso.org/publications/rp/RP-8-2008.pdf" article-version-type="VoR" vocab-term="Version of Record">version-of-record</article-version>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Original Article</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Association Between Radio-pathological Breast Tumor Characteristics and Mammographic Breast Density</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Roayaei</surname>
            <given-names>Mahnaz</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">a</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Bahrami</surname>
            <given-names>Fatemeh</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">b</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Karami</surname>
            <given-names>Fatemeh</given-names>
          </name>
          <xref ref-type="aff" rid="aff3">c</xref>
        </contrib>
        <contrib contrib-type="author" corresp="yes">
          <name>
            <surname>Mahdavi</surname>
            <given-names>Hoda</given-names>
          </name>
          <email>Mahdavi.h@iums.ac.ir</email>
          <xref ref-type="aff" rid="aff4">d</xref>
          <xref ref-type="corresp" rid="cor1">*</xref>
        </contrib>
      </contrib-group>
      <aff id="aff1">
        <label>a</label>
        <institution>Radiation Oncology Department, School of Medicine, Isfahan University of Medical Sciences</institution>
        <city>Isfahan</city>
        <country country="IR">Iran</country>
      </aff>
      <aff id="aff2">
        <label>b</label>
        <institution>School of Medicine, Isfahan University of Medical Sciences</institution>
        <city>Isfahan</city>
        <country country="IR">Iran</country>
      </aff>
      <aff id="aff3">
        <label>c</label>
        <institution>Shafa Radiology Center</institution>
        <city>Isfahan</city>
        <country country="IR">Iran</country>
      </aff>
      <aff id="aff4">
        <label>d</label>
        <institution>School of Medicine, Iran University of Medical Sciences</institution>
        <city>Tehran</city>
        <country country="IR">Iran</country>
      </aff>
      <author-notes>
        <corresp id="cor1">
          <label>*</label>Address for correspondence: <bold>Hoda Mahdavi, MD</bold>, School of Medicine, Iran University of Medical Sciences, Firoozgar hospital, Beh-Afarin St., Karimkhane-Zand Blvd., <city>Tehran</city>, <country country="IR">Iran</country>, PO Box: 1593747811, Tel: +98912498677 E-mail: <email>Mahdavi.h@iums.ac.ir</email></corresp>
        <fn fn-type="coi-statement">
          <p>The authors in this study have no financial or nonfinancial interests to disclose.</p>
        </fn>
      </author-notes>
      <pub-date date-type="pub" publication-format="electronic" iso-8601-date="2024-08-30">
        <day>30</day>
        <month>08</month>
        <year>2024</year>
      </pub-date>
      <volume>11</volume>
      <issue>3</issue>
      <fpage>269</fpage>
      <lpage>275</lpage>
      <history>
        <date date-type="received" iso-8601-date="2024-05-17">
          <day>17</day>
          <month>05</month>
          <year>2024</year>
        </date>
        <date date-type="rev-recd" iso-8601-date="2024-07-21">
          <day>21</day>
          <month>07</month>
          <year>2024</year>
        </date>
        <date date-type="accepted" iso-8601-date="2024-07-22">
          <day>22</day>
          <month>07</month>
          <year>2024</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>Copyright &#x00A9; 2024 Archives of Breast Cancer</copyright-statement>
        <copyright-year>2024</copyright-year>
        <copyright-holder>Archives of Breast Cancer</copyright-holder>
        <license license-type="open-access">
          <license-p>This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (<ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by-nc/4.0/" xlink:title="Creative Commons Attribution-NonCommercial 4.0 International License">Creative Commons Attribution-NonCommercial 4.0 International License</ext-link>), which permits copy and redistribution of the material in any medium or format or adapt, remix, transform, and build upon the material for any purpose, except for commercial purposes.</license-p>
          <ali:license_ref>https://creativecommons.org/licenses/by-nc/4.0/</ali:license_ref>
        </license>
      </permissions>
      <self-uri xlink:href="https://www.archbreastcancer.com/index.php/abc/article/view/947" content-type="pdf" xlink:title="PDF Full Text"/>
      <abstract>
        <title>Abstract</title>
        <sec>
          <title>Background</title>
          <p id="P101">Although mammographic density is a strong indicator of breast cancer risk, it is unclear whether there is any association between breast density and certain breast cancer subtypes. This study aimed to investigate the relation between radiologic breast density category and tumor characteristics.</p>
        </sec>
        <sec>
          <title>Methods</title>
          <p id="P102">Patients with histologically proven breast cancer who had undergone diagnostic mammography were reviewed retrospectively from 2016 to 2019. The American College of Radiology BI-RADS mammographic density categories were recorded and grouped into low (a and b) and high (c and d). Patient characteristics as well as tumor size, border, pathology, ER, PR, and HER2 immunohistochemistry were extracted from mammography, ultrasonography, and core needle pathology reports. A binary logistic regression model was used to analyze the association between breast density and receptors, molecular subtypes, or tumor features.</p>
        </sec>
        <sec>
          <title>Results</title>
          <p id="P103">The present study comprised 129 patients, with 7, 47, 41, and 34 patients in the density categories a, b, c, and d, respectively. Patients who had a higher breast density were significantly younger (P=0.001). Those with a lower density were more likely to have HER2, IHC 0 tumors (odds ratio adjusted for age, 4.9; 95% CI, 1.25&#x2013;18.27; P=0.022). Mammographic density was not related to molecular subtypes and other tumor features.</p>
        </sec>
        <sec>
          <title>Conclusion</title>
          <p id="P104">Mammographic dense breast may be associated with HER2-positive breast cancer.</p>
        </sec>
      </abstract>
      <kwd-group>
        <title>Keywords</title>
        <kwd>breast cancer</kwd>
        <kwd>breast density</kwd>
        <kwd>mammography</kwd>
        <kwd>tumor characteristics</kwd>
        <kwd>her2</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec sec-type="intro" id="S1">
      <title>Introduction</title>
      <p id="P1">Breast cancer is one of the most frequently diagnosed malignancies among women<xref rid="R1" ref-type="bibr">1</xref>, for which death rates have largely decreased by utilizing screening programs. Mammography is a widely accepted screening modality, even though it is limited by low detection rates.<xref rid="R2" ref-type="bibr">2</xref>,<xref rid="R3" ref-type="bibr">3</xref> Mammographic density, referred to as the percentage of dense tissue associated with stromal and epithelial proliferation of the entire breast tissue, is considered a known risk factor for the development of breast cancer. Accordingly, women who possess mammographically dense breasts are at a three-to-five-fold heightened risk of developing breast cancer than that of women with mammographically fatty breasts.<xref rid="R4" ref-type="bibr">4</xref>&#x2013;<xref rid="R6" ref-type="bibr">6</xref></p>
      <p id="P2">This phenomenon may be related to microenvironmental factors of the tumor and stroma.<xref rid="R7" ref-type="bibr">7</xref> In addition, sensitivity in detecting malignant lesions and microcalcifications is reduced in mammograms of dense breasts<xref rid="R2" ref-type="bibr">2</xref>,<xref rid="R8" ref-type="bibr">8</xref>, causing delayed diagnoses, and revealing cancer at more advanced stages, i.e., larger tumors and nodal involvement.<xref rid="R7" ref-type="bibr">7</xref>,<xref rid="R9" ref-type="bibr">9</xref>&#x2013;<xref rid="R11" ref-type="bibr">11</xref></p>
      <p id="P3">HER2 amplification, which is present in about 15% of breast cancer patients, is a negative prognostic factor. Lack of HER2 overexpression is detected by an immunohistochemistry score of either 0 or 1+, considered as negative. However, HER2 0 tumors may be biologically distinct from 1+ tumors since new HER2 targets have shown efficacy in low positivity of 1+ or 2+ unamplified HER2.<xref rid="R12" ref-type="bibr">12</xref></p>
    </sec>
    <sec sec-type="methods" id="S2">
      <title>Methods</title>
      <p id="P4">This cross-sectional study was conducted on all women who underwent diagnostic mammography at the Shafa Imaging Center, Isfahan, Iran, between 2016 to 2019. We evaluated breast density using the American College of Radiology (ACR) breast composition classification: a) fatty; b) scattered densities; c) heterogeneously dense; and d) extremely dense.<xref rid="R2" ref-type="bibr">2</xref>,<xref rid="R13" ref-type="bibr">13</xref></p>
      <p id="P5">Medical records were studied to obtain information regarding histological tumor type, grade, and ER, PR, and HER2 status. Negative tumors were grouped as negative (IHC 0) and compared to otherwise (IHC 1+, 2+, 3+).<xref rid="R11" ref-type="bibr">11</xref>,<xref rid="R12" ref-type="bibr">12</xref></p>
    </sec>
    <sec sec-type="results" id="S3">
      <title>Results</title>
      <p id="P6">Among 129 cases, the mean age was 52.86 years. In the density categories a, b, c, and d, there were 7, 47, 41, and 34 patients, respectively. Significant differences in mass density (&#x03C7;&#x00B2;=11.6), mass morphology (&#x03C7;&#x00B2;=8.5), and HER2 status (&#x03C7;&#x00B2;=13.1) were observed.</p>
    </sec>
    <sec sec-type="discussion" id="S4">
      <title>Discussion</title>
      <p id="P7">In this retrospective study, results suggest a positive association between breast density and HER2-expressing breast tumors. Apart from age, which is a known negative confounding factor affecting breast density<xref rid="R7" ref-type="bibr">7</xref>, regarding ER/PR status, no difference was observed between groups, in contrast to studies showing a positive relation.<xref rid="R14" ref-type="bibr">14</xref>&#x2013;<xref rid="R17" ref-type="bibr">17</xref></p>
      <p id="P8">Consistent with some studies, we found no obvious relation between density and specific intrinsic molecular subtypes, ER, PR, or Ki67.<xref rid="R18" ref-type="bibr">18</xref>&#x2013;<xref rid="R20" ref-type="bibr">20</xref> Inconsistency in findings may reflect different research populations or assessment methods.<xref rid="R23" ref-type="bibr">23</xref> Breast density is a risk factor for all breast cancer subtypes.<xref rid="R23" ref-type="bibr">24</xref>,<xref rid="R14" ref-type="bibr">15</xref> Higher density might contribute to the heightened incidence of HER2-positive subtypes among Asian women.<xref rid="R25" ref-type="bibr">25</xref>,<xref rid="R26" ref-type="bibr">26</xref> Higher density and HER2-positive status show an increase in the STAT3 signaling pathway.<xref rid="R28" ref-type="bibr">28</xref>,<xref rid="R29" ref-type="bibr">29</xref></p>
      <p id="P9">Newer targets of this receptor show efficacy in weak HER2 expression.<xref rid="R12" ref-type="bibr">12</xref>,<xref rid="R29" ref-type="bibr">30</xref> Some studies have suggested a link between density and adverse characteristics like larger tumor size.<xref rid="R31" ref-type="bibr">31</xref>,<xref rid="R32" ref-type="bibr">32</xref></p>
    </sec>
    <sec sec-type="conclusions" id="S5">
      <title>Conclusion</title>
      <p id="P10">Mammographic dense breast may be associated with HER2-positive breast cancer.</p>
    </sec>
  </body>
  <back>
    <ack>
      <p>None.</p>
    </ack>
    <sec sec-type="data-availability">
      <title>Data Availability</title>
      <p>Data was presented in the article.</p>
    </sec>
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