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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">TOPHJ</journal-id>
      <journal-id journal-id-type="nlm-ta">Open Public Health J</journal-id>
    
        <journal-title>The Open Public Health Journal</journal-title>
        <abbrev-journal-title abbrev-type="pubmed">Open Public Health J.</abbrev-journal-title>
    
      <issn pub-type="epub">1874-9445</issn>
      <publisher>
        <publisher-name>Bentham Science Publishers</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="publisher-id">e18749445421003</article-id>
       <article-id pub-id-type="doi">10.2174/0118749445421003251104061253</article-id>
       <article-id pub-id-type="ppi">BMS-TOPHJ-2025-151</article-id>
      <title-group>
        <article-title>Mapping a Decade of Breast Cancer Research in Morocco: A Bibliometric Analysis (2010–2022)</article-title>
        
      </title-group>
      <contrib-group>
       
        <contrib contrib-type="author" corresp="yes">
          <name>
            <surname>Azzouzi</surname>
            <given-names>Fatima-Ezzahra</given-names>
          </name>
           <xref ref-type="aff" rid="aff1">1</xref>
           <xref ref-type="corresp" rid="cor1">*</xref>
           <contrib-id contrib-id-type="orcid">0009-0009-9968-2657</contrib-id>
        </contrib>      

        <contrib contrib-type="author">
          <name>
            <surname>Lamtali</surname>
            <given-names>Saloua</given-names>
          </name>
           <xref ref-type="aff" rid="aff2">2</xref>
           <contrib-id contrib-id-type="orcid">0000-0003-3129-0429</contrib-id>
        </contrib>      

        <contrib contrib-type="author">
          <name>
            <surname>Essoli</surname>
            <given-names>Samira</given-names>
          </name>
           <xref ref-type="aff" rid="aff3">3</xref>
              <xref ref-type="aff" rid="aff4">4</xref>
           <contrib-id contrib-id-type="orcid">0000-0002-8368-4297</contrib-id>
        </contrib>

           <contrib contrib-type="author">
          <name>
            <surname>Sebbani</surname>
            <given-names>Majda</given-names>
          </name>
           <xref ref-type="aff" rid="aff1">1</xref>
           <xref ref-type="aff" rid="aff3">3</xref>
           <xref ref-type="aff" rid="aff4">4</xref>
           <xref ref-type="aff" rid="aff5">5</xref>
           <contrib-id contrib-id-type="orcid">0000-0001-5827-1098</contrib-id>
        </contrib>
     
    
        <contrib contrib-type="author">
          <name>
            <surname>Amine</surname>
            <given-names>Mohamed</given-names>
          </name>
           <xref ref-type="aff" rid="aff1">1</xref>
            <xref ref-type="aff" rid="aff3">3</xref>
             <xref ref-type="aff" rid="aff4">4</xref>
           <contrib-id contrib-id-type="orcid">0000-0002-9008-277X</contrib-id>
        </contrib>      

        <contrib contrib-type="author">
          <name>
            <surname>Adarmouch</surname>
            <given-names>Latifa</given-names>
          </name>
           <xref ref-type="aff" rid="aff1">1</xref>
           <xref ref-type="aff" rid="aff3">3</xref>
           <contrib-id contrib-id-type="orcid">0000-0002-9543-6899</contrib-id>
        </contrib>

          <aff id="aff1"><label>1</label><institution content-type="dept">Bioscience and Health Research Laboratory, Faculty of Medicine and Pharmacy</institution>, <institution>Cadi Ayyad University (UCA)</institution>, <addr-line><city>Marrakesh</city></addr-line>, <country country="ma">Morocco</country></aff>

        <aff id="aff2"><label>2</label><institution>Higher Institute of Nursing Professions and Health Techniques</institution>, <addr-line><city>Marrakesh</city></addr-line>, <country country="ma">Morocco</country></aff>

        <aff id="aff3"><label>3</label>Community Medicine and Public Health Department, Faculty of Medicine and Pharmacy, <institution>Cadi Ayyad University (UCA)</institution>, <addr-line><city>Marrakesh</city></addr-line>, <country country="ma">Morocco</country></aff>

        <aff id="aff4"><label>4</label>Clinical Research Department, <institution>Mohammed VI University Hospital</institution>, <addr-line><city>Marrakesh</city></addr-line>, <country country="ma">Morocco</country></aff>

        <aff id="aff9"><label>5</label>Unit of Development and Research in Medical Education (UDREM), Faculty of Medicine, <institution>University of Geneva</institution>, <addr-line><city>Geneva</city></addr-line>, <country country="ch">Switzerland</country></aff>

      </contrib-group>

      <author-notes>
        <corresp id="cor1"><label>*</label>Address correspondence to this author at the Bioscience and Health Research Laboratory, Faculty of Medicine and pharmacy, Cadi Ayyad University (UCA), Marrakesh, Morocco; E-mail: <email xlink:href="fatimaezzahraazzouzi@gmail.com">fatimaezzahraazzouzi@gmail.com</email></corresp>
      </author-notes>

      <pub-date pub-type="epub">
                <day>16</day>
                <month>02</month>
                <year>2026</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2026</year>
            </pub-date>           
               <volume>19</volume>   
            <elocation-id>e18749445421003</elocation-id>
             <history>
                <date date-type="received">
                    <day>08</day>
                    <month>06</month>
                    <year>2025</year>
                </date>
                <date date-type="rev-recd">
                    <day>07</day>
                    <month>08</month>
                    <year>2025</year>
                </date>
                <date date-type="accepted">
                    <day>15</day>
                    <month>08</month>
                    <year>2025</year>
                </date>
            </history>

            <permissions>
                <copyright-statement>© 2026 The Author(s). Published by Bentham Open.</copyright-statement>
                <copyright-year>2026</copyright-year>
                <copyright-holder>The Author(s).</copyright-holder>
                <license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/legalcode">
                    <p>This is an open access article distributed under the terms of the Creative Commons Attribution 4.0 International Public License (CC-BY 4.0), a copy of which is available at: <uri xlink:href="https://creativecommons.org/licenses/by/4.0/legalcode">https://creativecommons.org/licenses/by/4.0/legalcode</uri>.  This license permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</p>
                </license>
            </permissions>
      <abstract>
        <sec id="sec1a">
          <title>Purpose</title>
          <p>This study aimed to describe the state of breast cancer research based on PubMed data over the past twelve years (from 2010 to 2022) in Morocco.</p>
        </sec>
        <sec id="sec2a">
          <title>Methods</title>
          <p>To conduct this bibliometric study, we began by implementing a selection strategy through a “search equation”. We specified the time filter “between 2010 and 2022,” which enabled us to select a sample of all available articles on PubMed written by Moroccan authors and focused on breast cancer in women. The sample included 506 articles of various types. We performed data processing and statistical analysis using SPSS 21 and Excel 2016.</p>
        </sec>
        <sec id="sec3a">
          <title>Results</title>
          <p>A total of 256 publications met our inclusion criteria, indicating an increasing trend in breast cancer scientific production, with a majority of Moroccan affiliations (90.2%). Of the publications, 37% were case reports, and 82.8% had no funding. Doctors of medicine were the most productive (46.5%), and 89.5% of the publications came from academic institutions, with 93.4% from public institutions. In our study, 64.5% of the publications were the result of national collaborations, compared to 28.1% involving international collaborations. Notably, only a small percentage (16%) of the studies received international funding, primarily from high-income countries (53.7%). Finally, most journals were located in the United Kingdom and the United States, with all journals requiring English-written articles and only three accepting French-written articles. All journals were indexed in Web of Science and Scopus in 94.7%.</p>
        </sec>
        <sec id="sec4a">
          <title>Conclusion</title>
          <p>Breast cancer research in Morocco requires an enabling environment, quality education for health professionals, and enhanced collaboration.</p>
        </sec>
      </abstract>
      <kwd-group kwd-group-type="author">
        <title>Keywords</title>
        <kwd>Breast cancer</kwd>
        <kwd>Doctors of medicine</kwd>
        <kwd>Morocco</kwd>
        <kwd>Cancer research</kwd>
        <kwd>Modes of care</kwd>
        <kwd>Breast neoplasm</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1" sec-type="intro">
      <label>1</label>
      <title>INTRODUCTION</title>
      <p>Scientific production is a key indicator of a country's development [<xref ref-type="bibr" rid="r1">1</xref>, <xref ref-type="bibr" rid="r2">2</xref>]. Cancer research is among the most active fields of biomedical research in the most similar countries. However, little empirical quantitative evidence is available to guide decisions on the orientation of specific research fields or the allocation of research resources [<xref ref-type="bibr" rid="r3">3</xref>]. Indeed, breast cancer research, along with care missions, teaching, and prevention, is the most appropriate scientific expression to improve prevention, screening, care, and other services for patients [<xref ref-type="bibr" rid="r4">4</xref>]. In general, research on breast cancer faces complex constraints, which require appropriate means and structures, with combined efforts of several disciplines and dynamic links between several research teams: hospitals, universities, and others.</p>
      <p>Breast cancer research also aims to produce knowledge to better understand female cancer in its specificity and diversity in the national context, notably its risk factors, genetics, modes of care, and social repercussions [<xref ref-type="bibr" rid="r4">4</xref>, <xref ref-type="bibr" rid="r5">5</xref>]. Breast cancer represents the first female cancer in the world [<xref ref-type="bibr" rid="r6">6</xref>-<xref ref-type="bibr" rid="r8">8</xref>], with an estimated 1.67 million new cases diagnosed in 2012 and 522,000 deaths per year [<xref ref-type="bibr" rid="r9">9</xref>]. In Morocco, its incidence is constantly increasing, making it currently the most frequent cancer in women. It is responsible for 36.4 new cases per 100,000 inhabitants per year according to the cancer registry of the greater Casablanca region and 43.4 new cases per 100,000 inhabitants according to the cancer registry of Rabat [<xref ref-type="bibr" rid="r10">10</xref>, <xref ref-type="bibr" rid="r11">11</xref>]. It is also the most common cancer in women [<xref ref-type="bibr" rid="r12">12</xref>]. Each year, 2.3 million new cases are diagnosed, and more than 670,000 women die from the disease [<xref ref-type="bibr" rid="r13">13</xref>].</p>
      <p>Compared to other countries [<xref ref-type="bibr" rid="r14">14</xref>, <xref ref-type="bibr" rid="r15">15</xref>], Morocco's scientific production on oncology declined significantly between 1979 and 2009 [<xref ref-type="bibr" rid="r16">16</xref>, <xref ref-type="bibr" rid="r17">17</xref>]. Notably, Morocco lacks a national journal that specializes in this topic. Furthermore, the number of scientific publications on breast cancer remains significantly lower than that of other Arab countries; research productivity in Egypt is higher, with a total of 582 publications (35.10%) [<xref ref-type="bibr" rid="r1">1</xref>].</p>
      <p>To our knowledge, no study has evaluated scientific productivity in the field of breast cancer in women in Morocco. We aimed to perform a bibliometric analysis of articles on breast cancer during the period 2010-2022 in order to quantify research activity in Morocco through bibliometric indicators of measurement.</p>
    </sec>
    <sec id="sec2" sec-type="methods">
      <label>2</label>
      <title>METHODS</title>
      <p>We conducted a bibliometric analysis including scientific publications (editorials, case reports, case series, original articles, systematic reviews, and meta-analyses) dealing with breast cancer in women published on PubMed during the period 2010-2022 with at least one author affiliated to Moroccan institution. We excluded articles that dealt with male breast cancer, as well as retracted and unfound articles.</p>
      <p>We launched a search using the PubMed search engine with the keywords: breast neoplasm, its inclinations, and Morocco, as well as the cities with faculties of medicine and pharmacy (Marrakech, Casablanca, Rabat, Fez, Oujda, Agadir, Tangier). We selected the scientific publications between 2010 and 2022; two authors evaluated the titles of the articles, abstracts, and full texts, and then we selected the articles according to the inclusion criteria already mentioned.</p>
      <p>We collected data from articles indexed on PubMed about breast cancer in women between 2010 and 2022, using a data sheet that was compiled throughout 2023. This data sheet contained bibliometric indicators related firstly to the article (title of the article, DOI, PMID, year of publication, year of the study, and type of publication). Secondly, the data sheet focused on the author, including the first author’s country of affiliation, the total number of authors, the order of Moroccan affiliation, the number of Moroccan authors, the institution of the first Moroccan author, the professional grade of the first Moroccan author, international and national collaborations, and H-index. Thirdly, the data sheet included bibliometric indicators that are specific to the study, such as the study’s access, type theme, study population, sample size, study architecture, language, number of citations, and funding resources. Finally, bibliometric indicators related to the publishing journal were included (Country and language of publication, indexing, scientific journal rankings—Scimago, research field, payment or free access to the scientific journal, acceptance rate, and open access). This study was conducted under the PRISMA 2020 guidelines (<bold>Supplementary file</bold>).</p>
      <p>We analyzed the data using the Statistical Package for the Social Sciences (SPSS, version 21). We used descriptive statistics (percentages and frequencies) to describe the state of breast cancer research at the Moroccan level, and performed bivariate analysis using the chi-square test to identify the associated factors to international collaboration. The confidence interval was set at 95%, and a <italic>p</italic>-value of &lt;0.05 was considered significant (<bold>Appendix 1</bold>).</p>
    </sec>
    <sec id="sec3" sec-type="results">
      <label>3</label>
      <title>RESULTS</title>
      <p>In total, we found 506 scientific publications that met the inclusion criteria. A total of 79 of them were out of time, or none of the authors are affiliated with a Moroccan institution. Next, we eliminated an additional 96 scientific publications due to their retraction, inaccessibility, association with male breast cancer, or lack of a primary focus on breast cancer. Only 256 scientific publications made the final cut (Fig. <xref ref-type="fig" rid="f1"><bold>1</bold></xref>).</p>
      <fig id="f1" position="float" fig-type="figure">
        <label>Fig. (1)</label>
        <caption>
          <p>Flowchart of scientific publications identified from a PubMed database search.</p>
        </caption>
        <graphic xlink:href="e18749445421003_F1.jpg"/>
      </fig>
      <sec id="sec3.1">
        <label>3.1</label>
        <title>Moroccan Scientific Production on Breast Cancer in Women</title>
        <p>We can distinguish two phases of evolution. First, between 2010 and 2015, the annual scientific production on breast cancer was relatively low, with a total of 78 publications over six years. Between 2016 and 2022, the annual scientific output experienced significant improvement, resulting in a total of 178 publications over the five-year period. We recorded a total of 256 publications over twelve years (Fig. <xref ref-type="fig" rid="f2"><bold>2</bold></xref>).</p>
       
        <fig id="f2" position="float" fig-type="figure">
          <label>Fig. (2)</label>
          <caption>
            <p>Evolution of scientific production on breast cancer in women between 2010 and 2022.</p>
          </caption>
          <graphic xlink:href="e18749445421003_F2.jpg"/>
        </fig>
      </sec>
      <sec id="sec3.2">
        <label>3.2</label>
        <title>The Authors of Scientific Production on Breast Cancer in Women in Morocco</title>
        <p>In 90.2% of the cases, the first author's affiliation was primarily Moroccan, with Rabat ranking as the top city at 32.4%. The first authors were medical doctors (46.5%) and university professors (32%). The public sector (93.4%) was the most active compared to the private sector (3.9%) (Table <xref ref-type="table" rid="t1"><bold>1</bold></xref>).</p>
        <table-wrap id="t1" position="float">
          <label>Table 1</label>
          <caption>
            <title>The bibliometric indicators related to the authors of scientific production on breast cancer in Morocco.</title>
          </caption>
          <table frame="border" rules="all" width="100%">
            <thead>
              <tr>
                <th valign="middle" align="center" scope="col">-</th>
                <th valign="middle" align="center" scope="col">
                  <bold>Frequencies (n)</bold>
                </th>
                <th valign="middle" align="center" scope="col">
                  <bold>Percentages (%)</bold>
                </th>
              </tr>
            </thead>
            <tbody>
              <tr>
                <td valign="middle" colspan="3" align="left" scope="col">
                  <bold>Affiliation of the First Author</bold>
                </td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Moroccan</td>
                <td valign="middle" align="center">
                  <bold>231</bold>
                </td>
                <td valign="middle" align="center">
                  <bold>90.2</bold>
                </td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Non-Moroccan</td>
                <td valign="middle" align="center">
                  <bold>25</bold>
                </td>
                <td valign="middle" align="center">
                  <bold>9.8</bold>
                </td>
              </tr>
              <tr>
                <td valign="middle" colspan="3" align="left" scope="col">
                  <bold>Country of Affiliation of the Non-Moroccan First Author</bold>
                </td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - United States</td>
                <td valign="middle" align="center">05</td>
                <td valign="middle" align="center">20.0</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - France</td>
                <td valign="middle" align="center">04</td>
                <td valign="middle" align="center">16.0</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Turkey</td>
                <td valign="middle" align="center">03</td>
                <td valign="middle" align="center">12.0</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Saudi Arabia</td>
                <td valign="middle" align="center">03</td>
                <td valign="middle" align="center">12.0</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Spain</td>
                <td valign="middle" align="center">02</td>
                <td valign="middle" align="center">08.0</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - United Kingdom</td>
                <td valign="middle" align="center">02</td>
                <td valign="middle" align="center">08.0</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Mali</td>
                <td valign="middle" align="center">02</td>
                <td valign="middle" align="center">08.0</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Burkina Faso</td>
                <td valign="middle" align="center">01</td>
                <td valign="middle" align="center">4.0</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Egypt</td>
                <td valign="middle" align="center">01</td>
                <td valign="middle" align="center">4.0</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Allemande</td>
                <td valign="middle" align="center">01</td>
                <td valign="middle" align="center">4.0</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Portugal</td>
                <td valign="middle" align="center">01</td>
                <td valign="middle" align="center">4.0</td>
              </tr>
              <tr>
                <td valign="middle" colspan="3" align="left" scope="col">
                  <bold>City of Affiliation of the 1st Author Affiliated with Morocco</bold>
                </td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Rabat</td>
                <td valign="middle" align="center">83</td>
                <td valign="middle" align="center">32.4</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Casablanca</td>
                <td valign="middle" align="center">49</td>
                <td valign="middle" align="center">19.1</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Fez</td>
                <td valign="middle" align="center">45</td>
                <td valign="middle" align="center">17.6</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Oujda</td>
                <td valign="middle" align="center">26</td>
                <td valign="middle" align="center">10.2</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Marrakesh</td>
                <td valign="middle" align="center">20</td>
                <td valign="middle" align="center">07.8</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Tanger</td>
                <td valign="middle" align="center">08</td>
                <td valign="middle" align="center">03.1</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Mohammedia</td>
                <td valign="middle" align="center">04</td>
                <td valign="middle" align="center">01.6</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Settat</td>
                <td valign="middle" align="center">04</td>
                <td valign="middle" align="center">01.6</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Other</td>
                <td valign="middle" align="center">17</td>
                <td valign="middle" align="center">06.6</td>
              </tr>
              <tr>
                <td valign="middle" colspan="3" align="left" scope="col">
                  <bold>Professional grade of the first Moroccan author</bold>
                </td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Medical doctor</td>
                <td valign="middle" align="center">119</td>
                <td valign="middle" align="center">46.5</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Professor</td>
                <td valign="middle" align="center">82</td>
                <td valign="middle" align="center">32.0</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - PhD</td>
                <td valign="middle" align="center">54</td>
                <td valign="middle" align="center">21.1</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Master</td>
                <td valign="middle" align="center">01</td>
                <td valign="middle" align="center">0.4</td>
              </tr>
              <tr>
                <td valign="middle" colspan="3" align="left" scope="col">
                  <bold>Research Institution</bold>
                </td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - University</td>
                <td valign="middle" align="center">229</td>
                <td valign="middle" align="center">89.5</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Non-university</td>
                <td valign="middle" align="center">27</td>
                <td valign="middle" align="center">10.5</td>
              </tr>
              <tr>
                <td valign="middle" colspan="3" align="left" scope="col">
                  <bold>Sector of Research Establishment</bold>
                </td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Public</td>
                <td valign="middle" align="center">239</td>
                <td valign="middle" align="center">93.4</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Private</td>
                <td valign="middle" align="center">10</td>
                <td valign="middle" align="center">3.9</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Mixed</td>
                <td valign="middle" align="center">7</td>
                <td valign="middle" align="center">2.7</td>
              </tr>
              <tr>
                <td valign="middle" colspan="3" align="left" scope="col">
                  <bold>The Institution of the First Moroccan Author</bold>
                </td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - University Hospital Center</td>
                <td valign="middle" align="center">80</td>
                <td valign="middle" align="center">31.3</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Faculty of Sciences</td>
                <td valign="middle" align="center">65</td>
                <td valign="middle" align="center">25.4</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Faculty of Medicine and Pharmacy</td>
                <td valign="middle" align="center">40</td>
                <td valign="middle" align="center">15.6</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - National Institute of Oncology</td>
                <td valign="middle" align="center">33</td>
                <td valign="middle" align="center">12.9</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Other</td>
                <td valign="middle" align="center">38</td>
                <td valign="middle" align="center">14.8</td>
              </tr>
              <tr>
                <td valign="middle" colspan="3" align="left" scope="col">
                  <bold>Affiliation of the Last Author</bold>
                </td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Moroccan</td>
                <td valign="middle" align="center">217</td>
                <td valign="middle" align="center">84.8</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Non-Moroccan</td>
                <td valign="middle" align="center">39</td>
                <td valign="middle" align="center">15.2</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
      <sec id="sec3.3">
        <label>3.3</label>
        <title >The Study Designs associated With Scientific Production on Breast Cancer in Women in Morocco</title>
        <p>The most frequently conducted studies by authors were case reports, accounting for 73.3%, followed by case series at 16.5%, cross-sectional studies at 22.0%, case-control studies at 12.0%, and longitudinal studies at 7.5%. Cohort studies, clinical trials at 1.5%, and systematic reviews and meta-analyses at 0.5% were the least represented.</p>
        <p>Non-epidemiological studies, including molecular, chemical, cost-of-illness, dosimetric, and informatics studies, accounted for a small percentage of research on breast cancer (21.8%). The majority of studies (82.8%) focused on human subjects, while a smaller portion examined biopsies, tissues, genes, bacteria, or proteins. Most studies were openly accessible (69.1%), and the vast majority (84%) were published in English.</p>
        <p>National collaborations were more prevalent (64.5%) compared to international collaborations (28.1%), with a notable lack of funding in 82.8% of cases and only a small percentage (16%) of studies funded by international sources (53.7%, “high-income countries”) (Table <xref ref-type="table" rid="t2"><bold>2</bold></xref>).</p>
        <table-wrap id="t2" position="float">
          <label>Table 2</label>
          <caption>
            <title>Bibliometric indicators related to scientific studies on breast cancer in Morocco.</title>
          </caption>
          <table frame="border" rules="all" width="100%">
            <thead>
              <tr>
                <th valign="middle" align="center" scope="col">-</th>
                <th valign="middle" align="center" scope="col">
                  <bold>Frequency (n)</bold>
                </th>
                <th valign="middle" align="center" scope="col">
                  <bold>Percentage (%)</bold>
                </th>
              </tr>
            </thead>
            <tbody>
              <tr>
                <td valign="middle" colspan="3" align="left" scope="col">
                  <bold>Type of Studies</bold>
                </td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Epidemiological</td>
                <td valign="middle" align="center">200</td>
                <td valign="middle" align="center">78.1</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Non-epidemiological</td>
                <td valign="middle" align="center">56</td>
                <td valign="middle" align="center">21.9</td>
              </tr>
              <tr>
                <td valign="middle" colspan="3" align="left" scope="col">
                  <bold>Types of Epidemiological Study</bold>
                </td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Case reports</td>
                <td valign="middle" align="center">74</td>
                <td valign="middle" align="center">37.0</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Case series</td>
                <td valign="middle" align="center">33</td>
                <td valign="middle" align="center">16.5</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Cross-sectional</td>
                <td valign="middle" align="center">44</td>
                <td valign="middle" align="center">22.0</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Longitudinal</td>
                <td valign="middle" align="center">15</td>
                <td valign="middle" align="center">07.5</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Case-control</td>
                <td valign="middle" align="center">24</td>
                <td valign="middle" align="center">12.0</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Cohort</td>
                <td valign="middle" align="center">3</td>
                <td valign="middle" align="center">01.5</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Clinical trials</td>
                <td valign="middle" align="center">3</td>
                <td valign="middle" align="center">01.5</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Systematic reviews</td>
                <td valign="middle" align="center">1</td>
                <td valign="middle" align="center">0.50</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Meta-analyses</td>
                <td valign="middle" align="center">1</td>
                <td valign="middle" align="center">0.50</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Qualitative</td>
                <td valign="middle" align="center">2</td>
                <td valign="middle" align="center">1.0</td>
              </tr>
              <tr>
                <td valign="middle" colspan="3" align="left" scope="col">
                  <bold>Other Types of Studies</bold>
                </td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Molecular</td>
                <td valign="middle" align="center">47</td>
                <td valign="middle" align="center">81.0</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Chemical</td>
                <td valign="middle" align="center">5</td>
                <td valign="middle" align="center">08.6</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Cost of illness study</td>
                <td valign="middle" align="center">2</td>
                <td valign="middle" align="center">03.4</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Dosimetric</td>
                <td valign="middle" align="center">1</td>
                <td valign="middle" align="center">01.7</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Informatics</td>
                <td valign="middle" align="center">1</td>
                <td valign="middle" align="center">01.7</td>
              </tr>
              <tr>
                <td valign="middle" colspan="3" align="left" scope="col">
                  <bold>Research themes</bold>
                </td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Medicine</td>
                <td valign="middle" align="center">180</td>
                <td valign="middle" align="center">70.3</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Biochemistry</td>
                <td valign="middle" align="center">46</td>
                <td valign="middle" align="center">18.0</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Genetics</td>
                <td valign="middle" align="center">29</td>
                <td valign="middle" align="center">11.3</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Physics</td>
                <td valign="middle" align="center">1</td>
                <td valign="middle" align="center">0.4</td>
              </tr>
              <tr>
                <td valign="middle" colspan="3" align="left" scope="col">
                  <bold>Study Architecture</bold>
                </td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Monocentric</td>
                <td valign="middle" align="center">190</td>
                <td valign="middle" align="center">74.2</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Multicentric</td>
                <td valign="middle" align="center">66</td>
                <td valign="middle" align="center">25.8</td>
              </tr>
              <tr>
                <td valign="middle" colspan="3" align="left" scope="col">
                  <bold>Study Population</bold>
                </td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Human</td>
                <td valign="middle" align="center">212</td>
                <td valign="middle" align="center">82.8</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Tissues</td>
                <td valign="middle" align="center">40</td>
                <td valign="middle" align="center">15.6</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Genes</td>
                <td valign="middle" align="center">2</td>
                <td valign="middle" align="center">8</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Bacteria</td>
                <td valign="middle" align="center">1</td>
                <td valign="middle" align="center">0.4</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Proteins</td>
                <td valign="middle" align="center">1</td>
                <td valign="middle" align="center">0.4</td>
              </tr>
              <tr>
                <td valign="middle" colspan="3" align="left" scope="col">
                  <bold>Publication Model</bold>
                </td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Open access</td>
                <td valign="middle" align="center">177</td>
                <td valign="middle" align="center">69.1</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Closed Access</td>
                <td valign="middle" align="center">79</td>
                <td valign="middle" align="center">30.9</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="col">
                  <bold>Language</bold>
                </td>
                <td valign="middle" align="left"/>
                <td valign="middle" align="left"/>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - English</td>
                <td valign="middle" align="center">215</td>
                <td valign="middle" align="center">84</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - French</td>
                <td valign="middle" align="center">41</td>
                <td valign="middle" align="center">16</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="col">
                  <bold>National Collaboration</bold>
                </td>
                <td valign="middle" align="left"/>
                <td valign="middle" align="left"/>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Yes</td>
                <td valign="middle" align="center">165</td>
                <td valign="middle" align="center">64.5</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - No</td>
                <td valign="middle" align="center">91</td>
                <td valign="middle" align="center">35.5</td>
              </tr>
              <tr>
                <td valign="middle" colspan="3" align="left" scope="col">
                  <bold>International Collaboration</bold>
                </td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Yes</td>
                <td valign="middle" align="center">72</td>
                <td valign="middle" align="center">28.1</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - No</td>
                <td valign="middle" align="center">184</td>
                <td valign="middle" align="center">71.9</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="col">
                  <bold>Funding</bold>
                </td>
                <td valign="middle" align="left"/>
                <td valign="middle" align="left"/>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - Yes</td>
                <td valign="middle" align="center">41</td>
                <td valign="middle" align="center">16</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - No</td>
                <td valign="middle" align="center">212</td>
                <td valign="middle" align="center">82.8</td>
              </tr>
              <tr>
                <td valign="middle" colspan="3" align="left" scope="col">
                  <bold>Source of Funding</bold>
                </td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - National</td>
                <td valign="middle" align="center">19</td>
                <td valign="middle" align="left">46.3</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - International</td>
                <td valign="middle" align="center">22</td>
                <td valign="middle" align="left">53.7</td>
              </tr>
              <tr>
                <td valign="middle" colspan="3" align="left" scope="col">
                  <bold>Type of Funding Source</bold>
                </td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - HIC</td>
                <td valign="middle" align="center">18</td>
                <td valign="middle" align="left">81.8</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">        - MIC</td>
                <td valign="middle" align="center">4</td>
                <td valign="middle" align="left">18.2</td>
              </tr>
              <tr>
                <td valign="middle" colspan="3" align="left" scope="col"><bold>HIC:</bold> High-income-country; <bold>MIC:</bold> Middle-income country.</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
      <sec id="sec3.4">
        <label>3.4</label>
        <title>Scientific Journals associated with Breast Cancer Research in Moroccan Women</title>
        <p>Most journals were based in the United Kingdom and the United States, each accounting for 26.3% of the total. All journals required articles to be written in English, with only three accepting submissions in French (Fig. <bold><xref ref-type="fig" rid="f3">3</xref></bold>, Table <xref ref-type="table" rid="t3"><bold>3</bold></xref>). The majority of journals (94.7%) were indexed in Web of Science and Scopus. Most journals focused on medicine (89.5%) and were subscription-based (89.5%), while a significant proportion were open-access (73.7%) (Table <xref ref-type="table" rid="t3"><bold>3</bold></xref>).</p>
        <fig id="f3" position="float" fig-type="figure">
          <label>Fig. (3)</label>
          <caption>
            <p>Distribution of publications by country.</p>
          </caption>
          <graphic xlink:href="e18749445421003_F3.jpg"/>
        </fig> 
        <table-wrap id="t3" position="float">
          <label>Table 3</label>
          <caption>
            <title>Bibliometric indicators related to 19 scientific journals.</title>
          </caption>
          <table frame="border" rules="all" width="100%">
            <thead>
              <tr>
                <th  valign="top" align="center" scope="colgroup"/>
                <th valign="middle" align="center" scope="col">
                  <bold>Frequency (n)</bold>
                </th>
                <th valign="middle" align="center" scope="col">
                  <bold>Percentage (%)</bold>
                </th>
              </tr>
            </thead>
            <tbody>
              <tr>
                <td colspan="3" valign="top" align="justify" scope="col">
                  <bold>Language of Publication</bold>
                </td>
              </tr>
              <tr>
                <td valign="top" align="justify" scope="row">     - English</td>
                <td  valign="top" align="justify">19</td>
                <td valign="top" align="justify">100</td>
              </tr>
              <tr>
                <td valign="top" align="justify" scope="row">     - French</td>
                <td  valign="top" align="justify">03</td>
                <td valign="top" align="justify">15.8</td>
              </tr>
              <tr>
                <td colspan="3" valign="top" align="justify" scope="col">
                  <bold>Indexing</bold>
                </td>
              </tr>
              <tr>
                <td valign="top" align="justify" scope="row">     - Scopus</td>
                <td  valign="top" align="justify">18</td>
                <td valign="top" align="justify">94.7</td>
              </tr>
              <tr>
                <td valign="top" align="justify" scope="row">     - PubMed</td>
                <td  valign="top" align="justify">19</td>
                <td valign="top" align="justify">100</td>
              </tr>
              <tr>
                <td valign="top" align="justify" scope="row">     - Web of sciences</td>
                <td  valign="top" align="justify">19</td>
                <td valign="top" align="justify">100</td>
              </tr>
              <tr>
                <td colspan="3" valign="top" align="justify" scope="col">
                  <bold>Scientific Journal Rankings - Scimago</bold>
                </td>
              </tr>
              <tr>
                <td valign="top" align="justify" scope="row">     - Q1</td>
                <td  valign="top" align="justify">02</td>
                <td valign="top" align="justify">11.1</td>
              </tr>
              <tr>
                <td valign="top" align="justify" scope="row">     - Q2</td>
                <td  valign="top" align="justify">09</td>
                <td valign="top" align="justify">50.0</td>
              </tr>
              <tr>
                <td valign="top" align="justify" scope="row">     - Q3</td>
                <td  valign="top" align="justify">07</td>
                <td valign="top" align="justify">38.9</td>
              </tr>
              <tr>
                <td colspan="3" valign="top" align="justify" scope="col">
                  <bold>Research Field</bold>
                </td>
              </tr>
              <tr>
                <td valign="top" align="justify" scope="row">     - Medicine</td>
                <td  valign="top" align="justify">17</td>
                <td valign="top" align="justify">89.5</td>
              </tr>
              <tr>
                <td valign="top" align="justify" scope="row">     - Biology</td>
                <td  valign="top" align="justify">07</td>
                <td valign="top" align="justify">36.8</td>
              </tr>
              <tr>
                <td valign="top" align="justify" scope="row">     - Biochemistry</td>
                <td  valign="top" align="justify">08</td>
                <td valign="top" align="justify">42.1</td>
              </tr>
              <tr>
                <td colspan="3" valign="top" align="justify" scope="col">
                  <bold>Paid</bold>
                </td>
              </tr>
              <tr>
                <td valign="top" align="justify" scope="row">     - Yes</td>
                <td  valign="top" align="justify">17</td>
                <td valign="top" align="justify">89.5</td>
              </tr>
              <tr>
                <td valign="top" align="justify" scope="row">     - No</td>
                <td  valign="top" align="justify">02</td>
                <td valign="top" align="justify">10.5</td>
              </tr>
              <tr>
                <td colspan="3" valign="top" align="justify" scope="col">
                  <bold>Acceptance Rate</bold>
                </td>
              </tr>
              <tr>
                <td valign="top" align="justify" scope="row">     - 0-19.9</td>
                <td  valign="top" align="justify">02</td>
                <td valign="top" align="justify">10.5</td>
              </tr>
              <tr>
                <td valign="top" align="justify" scope="row">     - 20-39.9</td>
                <td  valign="top" align="justify">06</td>
                <td valign="top" align="justify">31.6</td>
              </tr>
              <tr>
                <td valign="top" align="justify" scope="row">     - 40-59.9</td>
                <td  valign="top" align="justify">03</td>
                <td valign="top" align="justify">15.8</td>
              </tr>
              <tr>
                <td valign="top" align="justify" scope="row">     - 60-79.9</td>
                <td  valign="top" align="justify">02</td>
                <td valign="top" align="justify">10.5</td>
              </tr>
              <tr>
                <td valign="top" align="justify" scope="row">     - &gt;80%</td>
                <td  valign="top" align="justify">04</td>
                <td valign="top" align="justify">21.1</td>
              </tr>
              <tr>
                <td colspan="3" valign="top" align="justify" scope="col">
                  <bold>Open Access</bold>
                </td>
              </tr>
              <tr>
                <td valign="top" align="justify" scope="row">     - Yes</td>
                <td  valign="top" align="justify">14</td>
                <td valign="top" align="justify">73.7</td>
              </tr>
              <tr>
                <td valign="top" align="justify" scope="row">     - No</td>
                <td  valign="top" align="justify">05</td>
                <td valign="top" align="justify">26.3</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        
      </sec>
      <sec id="sec3.5">
        <label>3.5</label>
        <title>Main Bibliometric Indicators Related to Breast Cancer Research in Morocco</title>
        <p>The bivariate analysis enables us to compare the most important bibliometric indicators related to breast cancer research in Morocco. It shows that having funding (<italic>p</italic> &lt; 0.001), an article published in closed access (p = 0.016), a multicenter design (<italic>p</italic> &lt; 0.001), an English-written article, and a high H-index of the first author (<italic>p</italic> &lt; 0.001) were all linked to international collaboration (Table <xref ref-type="table" rid="t4"><bold>4</bold></xref>).</p>
        <table-wrap id="t4" position="float">
          <label>Table 4</label>
          <caption>
            <title>Comparison of the main bibliometric indicators related to breast cancer research in Morocco.</title>
          </caption>
          <table frame="border" rules="all" width="100%">
            <thead>
              <tr>
                <th valign="middle" colspan="3" align="center" scope="colgroup">
                  <bold>International Collaboration</bold>
                </th>
                <th rowspan="2" valign="middle" align="center" scope="col"><italic>p</italic> value</th>
              </tr>
              <tr>
                <th valign="middle" align="center" scope="col">-</th>
                <th valign="middle" align="center" scope="col">n(%)</th>
                <th valign="middle" align="center" scope="col">n(%)</th>
              </tr>
            </thead>
            <tbody>
              <tr>
                <td valign="middle" colspan="3" align="left" scope="row">
                  <bold>Funding</bold>
                </td>
                <td valign="middle" align="center">&lt;0.001</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Yes</td>
                <td valign="middle" align="center">27 (65.9)</td>
                <td valign="middle" align="center">14(34.1)</td>
                <td valign="middle" align="left"/>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - No</td>
                <td valign="middle" align="center">43(20.9)</td>
                <td valign="middle" align="center">168(79.6)</td>
                <td valign="middle" align="left"/>
              </tr>
              <tr>
                <td valign="middle" colspan="3" align="left" scope="row">
                  <bold>Article Published</bold>
                </td>
                <td valign="middle" align="center">0.016</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Open Access</td>
                <td valign="middle" align="center">42 (23.9)</td>
                <td valign="middle" align="center">134(76.1)</td>
                <td valign="middle" align="left"/>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Closed Access</td>
                <td valign="middle" align="center">30(38.0)</td>
                <td valign="middle" align="center">49(62.0)</td>
                <td valign="middle" align="left"/>
              </tr>
              <tr>
                <td valign="middle" colspan="3" align="left" scope="row">
                  <bold>Architecture</bold>
                </td>
                <td valign="middle" align="center">&lt;0.001</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Monocentric</td>
                <td valign="middle" align="center">27 (14.3)</td>
                <td valign="middle" align="center">162(85.7)</td>
                <td valign="middle" align="left"/>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Multicentric</td>
                <td valign="middle" align="center">45(68.2)</td>
                <td valign="middle" align="center">21(31.8)</td>
                <td valign="middle" align="left"/>
              </tr>
              <tr>
                <td valign="middle" colspan="3" align="left" scope="row">
                  <bold>Language</bold>
                </td>
                <td valign="middle" align="center">&lt;0.001</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - English</td>
                <td valign="middle" align="center">71(33.2)</td>
                <td valign="middle" align="center">143 (66.8)</td>
                <td valign="middle" align="left"/>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - French</td>
                <td valign="middle" align="center">1(2.4)</td>
                <td valign="middle" align="center">40 (97.6)</td>
                <td valign="middle" align="left"/>
              </tr>
              <tr>
                <td valign="middle" colspan="3" align="left" scope="row">
                  <bold>First Author's Rank</bold>
                </td>
                <td valign="middle" align="center">0.012</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Professor</td>
                <td valign="middle" align="center">20 (24.4)</td>
                <td valign="middle" align="center">82 (75.6)</td>
                <td valign="middle" align="left"/>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Medical doctor</td>
                <td valign="middle" align="center">28 (23.5)</td>
                <td valign="middle" align="center">91 (76.5)</td>
                <td valign="middle" align="left"/>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row">     - Phd/Master</td>
                <td valign="middle" align="center">24 (44.4)</td>
                <td valign="middle" align="center">30 (55.6)</td>
                <td valign="middle" align="left"/>
              </tr>
              <tr>
                <td valign="middle" colspan="3" align="left" scope="row">
                  <bold>Number of Citations</bold>
                </td>
                <td valign="middle" align="center">0.196</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row"/>
                <td valign="middle" align="center">62±18.42</td>
                <td valign="middle" align="center">140±6.84</td>
                <td valign="middle" align="left"/>
              </tr>
              <tr>
                <td valign="middle" colspan="3" align="left" scope="row">
                  <bold>H-index</bold>
                </td>
                <td valign="middle" align="center">&lt;0.001</td>
              </tr>
              <tr>
                <td valign="middle" align="left" scope="row"/>
                <td valign="middle" align="center">6.6±08.0</td>
                <td valign="middle" align="center">2.1±04.4</td>
                <td valign="middle" align="left"/>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
    </sec>
    <sec id="sec4" sec-type="discussion">
      <label>4</label>
      <title>DISCUSSION</title>
      <p>In this study, we evaluated research activity on breast cancer in Morocco. We used the PubMed database to explore research activities [<xref ref-type="bibr" rid="r18">18</xref>, <xref ref-type="bibr" rid="r19">19</xref>]. To our knowledge, this is the first updated bibliometric study aimed at describing the state of breast cancer research activity in the Moroccan context. We identified only one similar national bibliometric study covering the period 1979–2009 [<xref ref-type="bibr" rid="r16">16</xref>]. However, while researchers have previously examined the productivity of global breast cancer research, they did not specifically focus on the Arab region [<xref ref-type="bibr" rid="r20">20</xref>].</p>
      <p>Our study reveals that Morocco published 256 studies on breast cancer between 2010 and 2022. This finding provides important information for future analyses and for health policymakers [<xref ref-type="bibr" rid="r21">21</xref>, <xref ref-type="bibr" rid="r22">22</xref>]. Despite the valuable contributions of Arabs to medicine throughout history, other studies have shown that most Arab countries neglected breast cancer research during the 1980s [<xref ref-type="bibr" rid="r23">23</xref>]. Reports indicate that medical research activity in the Arab world still lags behind that of non-Arab countries in the region, such as Turkey and Iran [<xref ref-type="bibr" rid="r24">24</xref>, <xref ref-type="bibr" rid="r25">25</xref>].</p>
      <p>In fact, many Arab countries with strong economies, such as Bahrain, consider breast cancer research activity to be low, with only 7% of studies conducted on the disease. However, in Egypt and Saudi Arabia, this activity has experienced strong growth. The weakness of breast cancer research in some Arab countries is a multifaceted problem [<xref ref-type="bibr" rid="r25">25</xref>-<xref ref-type="bibr" rid="r27">27</xref>].</p>
      <p>A study published in 2015 listed publications on “breast cancer” in the ISI Web of Science database to assess the quantity and quality of research from Arab countries. This study analyzed only original research and review articles. Research productivity was evaluated by examining the number of publications and their evolution over time, journal names, citation analysis, the top 10 contributing institutions, and each country’s overall contribution to breast cancer research. The study identified a total of 1,658 original research and review articles from Arab countries [<xref ref-type="bibr" rid="r1">1</xref>].</p>
        
      <p>Our findings revealed two distinct phases in Moroccan breast cancer scientific production. Between 2010 and 2015, annual research output was relatively low, totaling 78 publications over six years. From 2016 to 2022, annual output increased significantly, with 178 publications over five years. Overall, we recorded a total of 256 publications over the twelve-year period.</p>
      <p>This significant increase in Moroccan breast cancer research is partly attributed to the launch of the 1st National Plan for Cancer Prevention and Control (PNPCC, 2010–2019) [<xref ref-type="bibr" rid="r28">28</xref>], which was implemented through an effective partnership between the Lalla Salma Association for Cancer Control and the Ministry of Health. As part of the national plan, measure 30 aimed to strengthen research on cancer prevention, including: (a) basic research into prevention; (b) studies on the incidence, mortality, and prevalence of specific cancer types; (c) research to identify and quantify risk factors; (d) operational research on the cost-effectiveness of preventive actions; (e) studies in behavioral sciences and socio-anthropology; and (f) research on familial cancers [<xref ref-type="bibr" rid="r28">28</xref>].</p>
     
      <p>Additionally, the establishment of regional oncology centers within university hospitals sought to implement “measure 47,” which focuses on providing specialized care, training, and advanced research activities [<xref ref-type="bibr" rid="r28">28</xref>]. The expansion of public university research institutions in Morocco has particularly contributed to the increase in scientific output. These institutions, including university hospitals (89 studies), faculties of science (65 studies), faculties of medicine and pharmacy (40 studies), and national oncology institutes (33 studies), have collectively published 229 studies.</p>
      <p>Moreover, private academic and non-academic institutions are increasingly contributing to breast cancer research in Morocco. Comparatively, Egypt shows the highest research productivity among Arab countries, with a total of 582 publications (35.10%), primarily from public academic institutions, especially Cairo University, which accounts for 149 publications [<xref ref-type="bibr" rid="r1">1</xref>]. In contrast, the lower scientific output in other Arab countries is largely due to inadequate research infrastructure in many cancer control institutions [<xref ref-type="bibr" rid="r25">25</xref>].</p>
      <p>The analysis of the main bibliometric indicators related to scientific production on breast cancer in Morocco revealed that international collaboration plays a crucial role in breast cancer research in Morocco between 2010 and 2022. This includes factors, such as funding, access to publications, study architecture, language of publication, first author's grade, number of citations, and H-index, all of which are statistically significant. Consequently, the main factors associated with international collaboration were the presence of funding (<italic>p</italic>&lt;0.001), closed access publication (<italic>p</italic>=0.016), multicentric design (<italic>p</italic> &lt;0.001), articles written in English, and the first author's high H-index (<italic>p</italic>&lt;0.001). This result suggests that Moroccan researchers with a high H-index play a central role in establishing international collaborations. Their academic visibility and scientific recognition—often earned through previous high-impact publications—facilitate the development of cooperative networks beyond national borders. This observation aligns with the findings of Wagner and Leydesdorff [<xref ref-type="bibr" rid="r29">29</xref>] and Gazni <italic>et al</italic> [<xref ref-type="bibr" rid="r30">30</xref>], who emphasize that highly cited researchers act as strategic nodes in global research networks, particularly in oncology. Therefore, promoting career development and research training could indirectly support the integration of Moroccan research into larger-scale international projects.</p>
      <p>Similarly, Sweileh <italic>et al</italic>. [<xref ref-type="bibr" rid="r1">1</xref>] have noted that Arab researchers collaborate with non-Arab researchers, especially those from the United States (305; 18.40%), in breast cancer research and production. Other studies show that the United States, Germany, and China are the most active and specialized countries in terms of publications related to breast cancer [<xref ref-type="bibr" rid="r31">31</xref>]. Moroccan authors target the bibliometric indicators of 19 “Open Access” journals, and 73.7% are indexed in databases, such as Web of Science, Scopus, and PubMed. Of these indexed journals, 50% have an SJR (Scientific Journal Rankings) of Q2. However, Sweileh <italic>et al</italic>. [<xref ref-type="bibr" rid="r1">1</xref>] reported that the Web of Science does not index the majority of the 10 scientific journals in which Arab authors published their breast cancer studies.</p>
      <p>Our research revealed that only 16% of the studies received funding. Of these, 46.3% benefited from national funding, primarily from the 'Lalla Salma Foundation for Cancer Prevention and Treatment,' the only Moroccan association recognized as a public utility. Meanwhile, 53.7% of the funding came from international collaborations, of which 81.8% originated from high-income countries. This highlights that international collaboration is one of the key mechanisms to improve research funding on breast cancer in our context.</p>
      <p>Similarly, the government funded part of the breast cancer research activity in Egypt and Saudi Arabia [<xref ref-type="bibr" rid="r25">25</xref>]. In 2020, a study at the National University of Seoul in the Republic of Korea showed that diversifying national funding sources, especially government ones, fosters research projects on intricate subjects, even at the molecular level [<xref ref-type="bibr" rid="r32">32</xref>]. Indeed, the promotion of diverse national funding sources impacts the scope of research projects [<xref ref-type="bibr" rid="r33">33</xref>].</p>
      <p>Morocco's institutional framework significantly influences the availability of research funding for breast cancer, with government policies and universities playing a central role. Since 2010, the Moroccan government has implemented a National Plan for Cancer Prevention and Control, which provides financial support for basic cancer care services, including breast cancer. This plan highlights the government's commitment to combating cancer through structured national strategies [<xref ref-type="bibr" rid="r34">34</xref>]. Moroccan universities also play a crucial role within this framework, as their contribution to socio-economic development is increasingly recognized through research activities, including cancer research [<xref ref-type="bibr" rid="r35">35</xref>, <xref ref-type="bibr" rid="r36">36</xref>].</p>
      <p>The modesty of government and non-government funding, as well as poor cooperation between industry and academia, are hindrances to productivity in scientific research [<xref ref-type="bibr" rid="r32">32</xref>]. Arab governments should consider these factors if they wish to improve the status of their scientific research [<xref ref-type="bibr" rid="r18">18</xref>, <xref ref-type="bibr" rid="r37">37</xref>]. This study has several strengths, including its comprehensive nature; to our knowledge, it is the first study to evaluate scientific production in breast cancer in Morocco from 2010 to 2022. However, it presents some limitations, in particular the lack of similar studies on scientific production in breast cancer from 2010 to 2022 in Morocco, making it difficult to compare our results with the literature. We also acknowledge that our research was limited to the PubMed database, which may have led us to overlook other publications indexed in different databases.</p>
    </sec>
    <sec id="sec5" sec-type="conclusions">
      <title>CONCLUSION</title>
      <p>This bibliometric analysis demonstrated that there are limited research contributions on breast cancer in women in Morocco. Case reports and case series on breast cancer in women largely dominate this topic, providing a preliminary description of scientific productivity. Scientific research publications on breast cancer in women in Morocco are insufficient. This paper constitutes the first study conducted at the national and regional level over the previous twelve years, “2010 to 2022”. Indeed, breast cancer research in Morocco holds promising potential but remains hindered by a lack of funding, insufficient training, and limited collaboration. To enhance the quality and visibility of scientific output, it is essential to strengthen researchers' capacities, promote evidence-based studies, and encourage both national and international partnerships through structured projects and scientific exchange platforms [<xref ref-type="bibr" rid="r38">38</xref>, <xref ref-type="bibr" rid="r39">39</xref>]. This will undoubtedly enhance future research outcomes in this field. A re-evaluation of the literature published on breast cancer research in women in Morocco is planned for the coming years [<xref ref-type="bibr" rid="r40">40</xref>].</p>
    </sec>
  </body>
  <back>
    <sec id="sec6" sec-type="competing-interests">
      <title>CONTRIBUTIONS TO THE LITERATURE</title>
      <p>▪ There are limited research contributions on breast cancer in women in Morocco.</p>
      <p>▪ It is the first study to evaluate scientific production in breast cancer in Morocco from 2010 to 2022.</p>
      <p>▪ This study will improve future research results in the field of breast cancer research, and in turn improve global and national health.</p>
      <p>▪ It contributes to the development of prevention strategies by scientists, and to the discovery of new therapeutic approaches or new practices.</p>
      <p>▪ This study will encourage systematic investment in research capacity and infrastructure, to conduct locally relevant research and apply the results to strengthen their health systems.</p>
    </sec>
    <sec id="sec7" sec-type="competing-interests">
      <title>AUTHORS' CONTRIBUTIONS</title>
      <p>The authors confirm their contributions to the paper as follows: F.A.: Carried out conceptualization, methodology, investigation, formal analysis, writing – original draft preparation, review and editing; L.A.: Participated in conceptualization, methodology, review and editing of the manuscript; S.L.: Participated in the methodology, review and editing of the manuscript; S.E.: Participated in the methodology and investigation; M.S. and M.A.: Participated in supervision. All authors reviewed and approved the final version.</p>
    </sec>
    <glossary>
    <title>ABBREVIATION</title>
      <def-list>
        <def-item>
          <term>PRISMA</term>
            <def>
            <p> = Preferred Reporting Items for Systematic Reviews and Meta-Analyses</p>
            </def>
        </def-item>
      </def-list>
    </glossary>
    <sec id="sec8" sec-type="competing-interests">
      <title>CONSENT FOR PUBLICATION</title>
      <p> Not applicable.</p>
    </sec>
    <sec id="sec9" sec-type="competing-interests">
      <title>STANDARDS OF REPORTING</title>
      <p>PRISMA guidelines were followed.</p>
    </sec>
    <sec id="sec10" sec-type="financial-disclosure">
            <title>AVAILABILITY OF DATA AND MATERIALS</title>
            <p>The data supporting the findings of the article is available in the (Database_BA_Azzouzi) at: [<uri xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://drive. google.com/drive/folders/1s_1zVof4N3ulczPqFxQRh2ryD6nixmo3?usp=drive_link">https://drive. google.com/drive/folders/1s_1zVof4N3ulczPqFxQRh2ryD6nixmo3?usp=drive_link</uri>].</p>
        </sec>
     <sec id="sec11" sec-type="financial-disclosure">
      <title>FUNDING</title>
      <p>None.</p>
    </sec>
    <sec id="sec12" sec-type="competing-interests">
      <title>CONFLICT OF INTEREST</title>
      <p>The authors declare no conflict of interest, financial or otherwise.</p>
    </sec>   
    <ack>
      <title>ACKNOWLEDGEMENTS</title>
      <p>Declared none.</p>
    </ack>
    <sec id="sec13">
        <title>SUPPLEMENTARY MATERIAL</title>
        <supplementary-material id="SD1" content-type="local-data">
            <caption>
              <p>PRISMA checklist is available as supplementary material on the publisher’s website along with the published article.</p>
            </caption>
            <media mimetype="application" mime-subtype="pdf" xlink:href="e18749445421003_SP.pdf"/>
        </supplementary-material>
    </sec>
    <break/>
    <sec id="sec14">
      <title>APPENDIX 1: The Search Equation</title>
      <p>((((((((((((((((((((((((Breast Neoplasm*[MeSH Terms]) OR (Breast Neoplasm[Title
        /Abstract])) OR (Neoplasm*, Breast[Title
      /Abstract])) OR (Breast Tumor*[Title
      /Abstract])) OR (Tumor*, Breast[Title
      /Abstract])) OR (Breast Cancer[Title
      /Abstract])) OR (Cancer, Breast[Title
      /Abstract])) OR (Malignant Tumor of Breast[Title
      /Abstract])) OR (Breast Malignant Tumor*[Title
      /Abstract])) OR (Cancer of the Breast[Title
      /Abstract])) OR (Cancer of Breast[Title
      /Abstract])) OR (Malignant Neop-lasm of Breast[Title
      /Abstract])) OR (Breast Malignant Neoplasm*[Title
      /Abstract])) OR (Mammary Cancer*[Title
      /Abstract])) OR (Cancer*, Mammary[Title
      /Abstract])) OR (Mammary Carcinoma*, Human[Title
      /Abstract])) OR (Carcinoma*, Human Mammary[Title
      /Abstract])) OR (Human Mamma-ry Carcinoma*[Title
      /Abstract])) OR (Mammary Neoplasm*, Human[Title
      /Abstract])) OR (Human Mammary Neoplasm*[Title
      /Abstract])) OR (Neoplasm*, Human Mammary[Title
      /Abstract])) OR (Breast Carcinoma[Title
      /Abstract])) OR (Carcinoma, Breast[Title
      /Abstract]))) AND (((((((((((Ma-roc[Affiliation]) OR (Morocco[Affiliation])) OR (Marrakech[Affiliation])) OR (marrakech[Affiliation])) OR (Rabat[Affiliation])) OR (Agadir[Affiliation])) OR (Casablanca[Affiliation])) OR (Ouj-da[Affiliation])) OR (Tanger[Affiliation])) OR (Fes[Affiliation])) OR (Fez[Affiliation])).</p>
    </sec>
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