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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Oncol.</journal-id>
<journal-title>Frontiers in Oncology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Oncol.</abbrev-journal-title>
<issn pub-type="epub">2234-943X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fonc.2025.1534204</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Oncology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Chemotherapy as a critical treatment modality for non-surgical metaplastic breast cancer: evidence from SEER database and clinical cohort</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Wang</surname>
<given-names>Pin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2284784/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Fang</surname>
<given-names>Huiying</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Dejuan</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Ying</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1766469/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Ling</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Wu</surname>
<given-names>Jian</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
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</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of General Surgery, The Third People&#x2019;s Hospital of Chengdu</institution>, <addr-line>Chengdu</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Center of Breast and Thyroid Surgery, The Third People&#x2019;s Hospital of Chengdu</institution>, <addr-line>Chengdu</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Breast Cancer Center, Chongqing University Cancer Hospital</institution>, <addr-line>Chongqing</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Breast and Thyroid Surgery, The First Affiliated Hospital of Chongqing Medical University</institution>, <addr-line>Chongqing</addr-line>, <country>China</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department of Ultrasound, The Third People&#x2019;s Hospital of Chengdu</institution>, <addr-line>Chengdu</addr-line>, <country>China</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Department of Pathology, The Third People&#x2019;s Hospital of Chengdu</institution>, <addr-line>Chengdu</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Zongbi Yi, Wuhan University, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Kaixiang Feng, First Affiliated Hospital of Zhengzhou University, China</p>
<p>Ayah Erjan, King Hussein Cancer Center, Jordan</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Pin Wang, <email xlink:href="mailto:wangpin109@126.com">wangpin109@126.com</email>; Jian Wu, <email xlink:href="mailto:wooj69@163.com">wooj69@163.com</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>12</day>
<month>05</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>15</volume>
<elocation-id>1534204</elocation-id>
<history>
<date date-type="received">
<day>25</day>
<month>11</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>15</day>
<month>04</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Wang, Fang, Yang, Liu, Li and Wu</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Wang, Fang, Yang, Liu, Li and Wu</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>Metaplastic breast carcinoma (MPBC) is a highly aggressive subtype of breast cancer, characterized by enhanced metastatic potential and invasive behavior. While surgery is a cornerstone of treatment, there is limited research on patients who did not undergo surgery.</p>
</sec>
<sec>
<title>Methods</title>
<p>We conducted a retrospective analysis of non-surgical MPBC patients using data from the Surveillance, Epidemiology, and End Results (SEER) database (1975&#x2013;2019). Additionally, non-surgical MPBC patients were recruited from The Third People&#x2019;s Hospital of Chengdu, The First Affiliated Hospital of Chongqing Medical University, and the Chongqing University Cancer Hospital to form the clinical validation cohort (2010&#x2013;2024). We collected demographic and clinical data, including age, race, marital status, tumor location, and treatment modalities, etc. The primary endpoints were overall survival (OS) and breast cancer-specific survival (BCSS). Statistical analyses were performed using R software, with Kaplan-Meier curves and Cox regression models for univariate and multivariate analyses.</p>
</sec>
<sec>
<title>Results</title>
<p>A total of 92 non-surgical MPBC patients were included from SEER database. The majority were aged&#x2265;60 years (65.22%), White (76.09%), and single (64.13%). Tumors were most frequently located in the upper quadrant (32.61%). Additionally, M1 patients were more likely to receive chemotherapy and radiotherapy compared to M0 patients (50.00% <italic>vs</italic>. 36.67%; 38.46% <italic>vs</italic>. 13.33%). Cox regression analysis identified chemotherapy and M stage as significant prognostic factors. Survival analysis showed that chemotherapy significantly improved OS and BCSS (<italic>P</italic>&lt;0.001), while radiotherapy had no significant impact on survival (<italic>P</italic>&gt;0.05). In the clinical cohort of 30 non-surgical MPBC patients, Kaplan-Meier curves demonstrated that chemotherapy significantly prolonged patient survival (<italic>P</italic>=0.039), whereas radiotherapy did not show a significant effect on survival (<italic>P</italic>=0.309).</p>
</sec>
<sec>
<title>Conclusions</title>
<p>For MPBC patients who did not undergo surgery, chemotherapy significantly prolongs survival, highlighting its crucial role in treatment.</p>
</sec>
</abstract>
<kwd-group>
<kwd>metaplastic breast cancer</kwd>
<kwd>radiotherapy</kwd>
<kwd>chemotherapy</kwd>
<kwd>surgery</kwd>
<kwd>SEER</kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="22"/>
<page-count count="12"/>
<word-count count="3812"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Breast Cancer</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Metaplastic breast cancer (MPBC) is a rare and highly aggressive subtype of breast cancer, characterized histologically by the transformation of neoplastic epithelium into cells with squamous or mesenchymal features (<xref ref-type="bibr" rid="B1">1</xref>). This process, known as metaplasia, results in the formation of abnormal tissue types within the breast that can behave aggressively and metastasize distant sites. Although MPBC accounts for only a small percentage of all breast cancers, it is disproportionately associated with a poorer prognosis compared to other breast cancer subtypes (<xref ref-type="bibr" rid="B2">2</xref>).</p>
<p>Clinically, MPBC is often managed similarly to triple-negative breast cancer (TNBC), given the lack of expression of hormone receptors and HER2 amplification (<xref ref-type="bibr" rid="B3">3</xref>). However, MPBC is generally more aggressive than TNBC, with higher rates of distant metastasis and worse overall prognosis. Due to its low incidence and significant heterogeneity, there are currently no specific treatment guidelines tailored to MPBC. Instead, treatment strategies are largely extrapolated from those used for TNBC and typically include surgery (<xref ref-type="bibr" rid="B4">4</xref>), chemotherapy (<xref ref-type="bibr" rid="B5">5</xref>), and radiotherapy (<xref ref-type="bibr" rid="B6">6</xref>).</p>
<p>The role of surgery in the treatment of MPBC has been increasingly recognized and validated (<xref ref-type="bibr" rid="B7">7</xref>). However, there remains a significant gap in research regarding treatment options for patients who did not undergo surgery due to factors such as refusal, tumor progression, comorbidities, or delayed diagnosis.</p>
<p>In this study, we aim to investigate the prognostic impact on MPBC patients who did not undergo surgical treatment. The data were obtained from the SEER database and from patients at The Third People&#x2019;s Hospital of Chengdu, The First Affiliated Hospital of Chongqing Medical University, and the Chongqing University Cancer Hospital. We expect that this study will provide valuable insights into the management of MPBC patients who did not undergo surgical treatment.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Data source and study design</title>
<p>SEER*STAT 8.4.0.1 software was utilized to extract data from the SEER database for female patients diagnosed with MPBC in eight regions between 1975 and 2019. The entry criteria employed in the screening process included the following: (1) site recode ICD/WHO 2008 is breast, (2) patient is female, and (3) pathological diagnosis indicates metaplastic carcinoma based on ICD-0&#x2013;3 morphology codes: 8032/3, 8035/3, 8052/3, 8070/3, 8071/3, 8072/3, 8073/3, 8074/3, 8075/3, 8560/3, 8562/3, 8570/3, 8571/3, 8572/3, 8573/3, 8575/3, 8980/3, or 8981/3. Exclusion criteria include: (1) inaccurate pathological diagnosis, (2) non-primary tumor status, and (3) unclear surgical information, (4) complete surgery. Ultimately, based on these inclusion and exclusion criteria, a total of 92 patients were selected for this study. <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref> illustrates the patient selection process. Additionally, we collected data on 30 non-surgical MPBC patients from The Third People&#x2019;s Hospital of Chengdu (7 cases), Chongqing University Cancer Hospital (8 cases), and The First Affiliated Hospital of Chongqing Medical University (15 cases) between 2010 and 2024.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Flow chart: screening patients.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-15-1534204-g001.tif"/>
</fig>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Variables</title>
<p>The study incorporated the following demographic, baseline characteristics, and treatment information of the subjects: age, race, year of diagnosis, marital status, tumor site, grade, laterality, histological type, T, N, M stage, chemotherapy information, radiotherapy information, breast subtype, ER status, PR status, SEER cause-specific death classification, survival months, and vital status. As the HER2 variables in the SEER database were not available before 2010, most patients lacked records on HER2 status. The primary endpoints of the study were overall survival (OS) and breast cancer-specific survival (BCSS). OS was defined as the time from diagnosis to death from any cause, regardless of whether it was health related. BCSS was measured from the time of diagnosis until death specifically attributed to breast cancer.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Statistical analysis</title>
<p>For statistical analysis, R software (version 4.2.1) was used in this study. Kaplan&#x2013;Meier survival curves were plotted using the survival package, and univariate and multivariate analyses were performed using Cox regression models from the same package. Variables with <italic>P</italic>-values &lt;0.05 in univariate analysis were chosen for multivariate regression. The &#x201c;forestplot&#x201d; package was employed to construct forest plots.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>MPBC patients&#x2019; baseline characteristics</title>
<p>This retrospective study conducted a comprehensive analysis of 2177 patients diagnosed with MPBC from the SEER database, covering the period from 1975 to 2019. After applying inclusion and exclusion criteria, our final cohort consisted of 92 non-surgical patients.</p>
<p>
<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref> provides an overview of the demographic and clinicopathological characteristics of 92 patients. Most of the cohorts were over 60 years old (65.22%) and White (76.09%). There was a notable increase in diagnoses in the last decade, with 67.39% of cases diagnosed between 2010 and 2019. A significant proportion of the group was single, accounting for 64.13%. Most common tumor location was the upper quadrant, affecting 32.61% of patients.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Clinicopathological characteristics baseline (SEER database).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Characteristics</th>
<th valign="top" align="left">N= 92</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="top" colspan="2" align="left">Age</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;20&#x2013;39 years</td>
<td valign="top" align="left">2 (2.17%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;40&#x2013;59 years</td>
<td valign="top" align="left">30 (32.61%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&gt;60 years</td>
<td valign="top" align="left">60 (65.22%)</td>
</tr>
<tr>
<th valign="top" colspan="2" align="left">Race</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Black</td>
<td valign="top" align="left">15 (16.30%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Other</td>
<td valign="top" align="left">6 (6.52%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;White</td>
<td valign="top" align="left">70 (76.09%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Unknown</td>
<td valign="top" align="left">1 (1.09%)</td>
</tr>
<tr>
<th valign="top" colspan="2" align="left">Year of diagnosis</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;1975-2009</td>
<td valign="top" align="left">30 (32.61%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;2010-2019</td>
<td valign="top" align="left">62 (67.39%)</td>
</tr>
<tr>
<th valign="top" colspan="2" align="left">Marital status</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Married</td>
<td valign="top" align="left">27 (29.34%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Single</td>
<td valign="top" align="left">59 (64.13%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Unknown</td>
<td valign="top" align="left">6 (6.52%)</td>
</tr>
<tr>
<th valign="top" colspan="2" align="left">Tumor site</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Upper quadrant</td>
<td valign="top" align="left">30 (32.61%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Lower quadrant</td>
<td valign="top" align="left">9 (9.78%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Overlapping lesion</td>
<td valign="top" align="left">23 (25.00%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Central portion</td>
<td valign="top" align="left">6 (6.52%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Breast, NOS</td>
<td valign="top" align="left">24 (26.09%)</td>
</tr>
<tr>
<th valign="top" colspan="2" align="left">Grade*</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;I</td>
<td valign="top" align="left">3 (3.26%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;II</td>
<td valign="top" align="left">8 (8.70%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;III</td>
<td valign="top" align="left">31 (33.70%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;IV</td>
<td valign="top" align="left">5 (5.43%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Unknown</td>
<td valign="top" align="left">45 (48.91%)</td>
</tr>
<tr>
<th valign="top" colspan="2" align="left">Laterality</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Left</td>
<td valign="top" align="left">51 (55.43%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Right</td>
<td valign="top" align="left">39 (42.40%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Unknown</td>
<td valign="top" align="left">2 (2.17%)</td>
</tr>
<tr>
<th valign="top" colspan="2" align="left">Histological type</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Adenocarcinoma</td>
<td valign="top" align="left">9 (9.78%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Carcinosarcoma</td>
<td valign="top" align="left">3 (3.26%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Metaplastic carcinoma, NOS</td>
<td valign="top" align="left">57 (61.96%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Spindle cell carcinoma</td>
<td valign="top" align="left">7 (7.61%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Squamous cell carcinoma</td>
<td valign="top" align="left">16 (17.39%)</td>
</tr>
<tr>
<th valign="top" colspan="2" align="left">T stage</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;T1</td>
<td valign="top" align="left">8 (8.70%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;T2</td>
<td valign="top" align="left">10 (10.87%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;T3</td>
<td valign="top" align="left">15 (16.30%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;T4</td>
<td valign="top" align="left">13 (14.13%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Unknown</td>
<td valign="top" align="left">46 (50.00%)</td>
</tr>
<tr>
<th valign="top" colspan="2" align="left">N stage</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;N0</td>
<td valign="top" align="left">27 (29.35%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;N1</td>
<td valign="top" align="left">18 (19.57%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;N2</td>
<td valign="top" align="left">7 (7.61%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;N3</td>
<td valign="top" align="left">8 (8.70%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Unknown</td>
<td valign="top" align="left">32 (34.78%)</td>
</tr>
<tr>
<th valign="top" colspan="2" align="left">M stage</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;M0</td>
<td valign="top" align="left">60 (65.22%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;M1</td>
<td valign="top" align="left">26 (28.26%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Unknown</td>
<td valign="top" align="left">6 (6.52%)</td>
</tr>
<tr>
<th valign="top" colspan="2" align="left">Radiotherapy</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;No/unknown</td>
<td valign="top" align="left">71 (77.17%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Yes</td>
<td valign="top" align="left">21 (22.83%)</td>
</tr>
<tr>
<th valign="top" colspan="2" align="left">Chemotherapy</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;No/unknown</td>
<td valign="top" align="left">54 (58.70%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Yes</td>
<td valign="top" align="left">38 (41.30%)</td>
</tr>
<tr>
<th valign="top" colspan="2" align="left">Breast subtype (2010+)</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;HR+/HER2+</td>
<td valign="top" align="left">4 (4.35%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;HR+/HER2-</td>
<td valign="top" align="left">10 (10.87%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;HR-/HER2+</td>
<td valign="top" align="left">2 (2.17%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;HR-/HER2-</td>
<td valign="top" align="left">35 (38.04%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Unknown</td>
<td valign="top" align="left">41 (44.57%)</td>
</tr>
<tr>
<th valign="top" colspan="2" align="left">ER status</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Negative</td>
<td valign="top" align="left">58 (63.04%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Positive</td>
<td valign="top" align="left">17 (18.48%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Unknown</td>
<td valign="top" align="left">17 (18.48%)</td>
</tr>
<tr>
<th valign="top" colspan="2" align="left">PR status</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Negative</td>
<td valign="top" align="left">62 (67.39%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Positive</td>
<td valign="top" align="left">9 (9.78%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Unknown</td>
<td valign="top" align="left">21 (22.83%)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>*Grade: I: well differentiated; II: moderately differentiated; III: poorly differentiated; IV: undifferentiated.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Regarding tumor staging, the distribution was as follows: 8 patients were classified as T1 (8.70%), 10 as T2 (10.87%), 15 as T3 (16.30%), and 13 as T4 (14.13%). In terms of lymph node involvement, 27 cases were N0 (29.35%), 18 were N1 (19.57%), 7 were N2 (7.61%), and 8 were N3 (8.70%), with 32 cases (34.78%) having an unknown N stage. For distant metastasis, 60 cases were M0 (65.22%), 26 were M1 (28.26%), and 6 cases (6.52%) had an unknown M stage.</p>
<p>
<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref> provides a detailed overview of the distribution of patients undergoing chemotherapy and radiotherapy across different metastatic stages (M0 and M1). The data reveals that patients at the M1 stage are more likely to receive chemotherapy compared to those at the M0 stage (50% versus 36.67%). Specifically, out of 60 patients with M0 disease, 22 (36.67%) received chemotherapy. Among the 26 patients with M1 disease, 13 (50%) underwent chemotherapy. Regarding radiotherapy, 8 patients (13.33%) were treated, compared to 52 (86.67%) who were not. Among M1 patients, 10 (38.46%) received radiotherapy, while 16 did not. Additionally, the metastatic status of 6 patients was unknown, and thus they were not categorized under either M0 or M1. These figures indicate that patients with M1 disease tend to receive chemotherapy and radiotherapy, whereas these treatments are less common among M0 patients.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Chemotherapy and radiotherapy treatment rates among MPBC patients.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-15-1534204-g002.tif"/>
</fig>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Prognostic factors for non-surgery MPBC patients</title>
<p>In our analysis of factors affecting survival in MPBC patients, several key prognostic factors emerged (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>; <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). Patients at stage M1 exhibited a significantly higher risk in both univariate and multivariate analyses (HR = 2.415, <italic>P</italic> = 0.001; HR = 2.572, <italic>P</italic> = 0.003). Additionally, chemotherapy was a significant factor affecting survival rates; patients who received chemotherapy showed significantly lower risks in both univariate and multivariate analyses (HR = 0.364, <italic>P</italic> &lt; 0.001; HR = 0.260, <italic>P</italic> &lt; 0.001).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Univariable and multivariable Cox proportional hazard regression model of overall survival (OS).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Characteristics</th>
<th valign="top" align="left">N=92</th>
<th valign="top" align="left">Univariate analysis HR (95% CI)</th>
<th valign="top" align="left">
<italic>P</italic> value</th>
<th valign="top" align="left">Multivariate analysis HR (95% CI)</th>
<th valign="top" align="left">
<italic>P</italic> value</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="top" colspan="6" align="left">Age</th>
</tr>
<tr>
<td valign="top" align="left">&gt;60 years</td>
<td valign="top" align="left">60</td>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">40&#x2013;59 years</td>
<td valign="top" align="left">30</td>
<td valign="top" align="left">0.533 (0.298 - 0.955)</td>
<td valign="top" align="left">0.034</td>
<td valign="top" align="left">0.663 (0.344 - 1.275)</td>
<td valign="top" align="left">0.218</td>
</tr>
<tr>
<td valign="top" align="left">20&#x2013;39 years</td>
<td valign="top" align="left">2</td>
<td valign="top" align="left">0.000 (0.000 - Inf)</td>
<td valign="top" align="left">0.995</td>
<td valign="top" align="left">0.000 (0.000 - Inf)</td>
<td valign="top" align="left">0.996</td>
</tr>
<tr>
<th valign="top" colspan="6" align="left">Race</th>
</tr>
<tr>
<td valign="top" align="left">White</td>
<td valign="top" align="left">70</td>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Black</td>
<td valign="top" align="left">15</td>
<td valign="top" align="left">0.680 (0.345 - 1.342)</td>
<td valign="top" align="left">0.266</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Other</td>
<td valign="top" align="left">6</td>
<td valign="top" align="left">1.519 (0.463 - 4.980)</td>
<td valign="top" align="left">0.490</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">1</td>
<td valign="top" align="left">0.000 (0.000 - Inf)</td>
<td valign="top" align="left">0.996</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<th valign="top" colspan="6" align="left">Year of diagnosis</th>
</tr>
<tr>
<td valign="top" align="left">1975-2009</td>
<td valign="top" align="left">30</td>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">2010-2019</td>
<td valign="top" align="left">62</td>
<td valign="top" align="left">0.808 (0.485 - 1.345)</td>
<td valign="top" align="left">0.412</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<th valign="top" colspan="6" align="left">Marital status</th>
</tr>
<tr>
<td valign="top" align="left">Married</td>
<td valign="top" align="left">27</td>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Single</td>
<td valign="top" align="left">59</td>
<td valign="top" align="left">1.940 (1.049 - 3.590)</td>
<td valign="top" align="left">0.035</td>
<td valign="top" align="left">1.380 (0.694 - 2.746)</td>
<td valign="top" align="left">0.359</td>
</tr>
<tr>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">6</td>
<td valign="top" align="left">1.115 (0.317 - 3.917)</td>
<td valign="top" align="left">0.866</td>
<td valign="top" align="left">0.753 (0.185 - 3.057)</td>
<td valign="top" align="left">0.691</td>
</tr>
<tr>
<th valign="top" colspan="6" align="left">Tumor site</th>
</tr>
<tr>
<td valign="top" align="left">Upper quadrant</td>
<td valign="top" align="left">30</td>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Lower quadrant</td>
<td valign="top" align="left">9</td>
<td valign="top" align="left">1.328 (0.579 - 3.044)</td>
<td valign="top" align="left">0.503</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Overlapping lesion</td>
<td valign="top" align="left">23</td>
<td valign="top" align="left">1.413 (0.739 - 2.702)</td>
<td valign="top" align="left">0.296</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Central portion</td>
<td valign="top" align="left">6</td>
<td valign="top" align="left">0.827 (0.281 - 2.434)</td>
<td valign="top" align="left">0.731</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Breast, NOS</td>
<td valign="top" align="left">24</td>
<td valign="top" align="left">0.762 (0.382 - 1.521)</td>
<td valign="top" align="left">0.44</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<th valign="top" colspan="6" align="left">Grade</th>
</tr>
<tr>
<td valign="top" align="left">I</td>
<td valign="top" align="left">3</td>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">II</td>
<td valign="top" align="left">8</td>
<td valign="top" align="left">0.353 (0.086 - 1.444)</td>
<td valign="top" align="left">0.147</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">III</td>
<td valign="top" align="left">31</td>
<td valign="top" align="left">0.552 (0.164 - 1.862)</td>
<td valign="top" align="left">0.338</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">IV</td>
<td valign="top" align="left">5</td>
<td valign="top" align="left">0.508 (0.111 - 2.315)</td>
<td valign="top" align="left">0.381</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">45</td>
<td valign="top" align="left">0.386 (0.115 - 1.300)</td>
<td valign="top" align="left">0.124</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<th valign="top" colspan="6" align="left">Laterality</th>
</tr>
<tr>
<td valign="top" align="left">Right</td>
<td valign="top" align="left">39</td>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Left</td>
<td valign="top" align="left">51</td>
<td valign="top" align="left">1.013 (0.611 - 1.680)</td>
<td valign="top" align="left">0.960</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">2</td>
<td valign="top" align="left">1.477 (0.348 - 6.259)</td>
<td valign="top" align="left">0.597</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<th valign="top" colspan="6" align="left">Histological type</th>
</tr>
<tr>
<td valign="top" align="left">Squamous cell carcinoma</td>
<td valign="top" align="left">16</td>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Adenocarcinoma</td>
<td valign="top" align="left">9</td>
<td valign="top" align="left">2.757 (1.103 - 6.892)</td>
<td valign="top" align="left">0.030</td>
<td valign="top" align="left">5.014 (1.620 - 15.519)</td>
<td valign="top" align="left">0.005</td>
</tr>
<tr>
<td valign="top" align="left">Metaplastic carcinoma, NOS</td>
<td valign="top" align="left">57</td>
<td valign="top" align="left">1.381 (0.687 - 2.773)</td>
<td valign="top" align="left">0.365</td>
<td valign="top" align="left">2.247 (0.969 - 5.210)</td>
<td valign="top" align="left">0.059</td>
</tr>
<tr>
<td valign="top" align="left">Spindle cell carcinoma</td>
<td valign="top" align="left">7</td>
<td valign="top" align="left">2.664 (0.827 - 8.579)</td>
<td valign="top" align="left">0.101</td>
<td valign="top" align="left">6.739 (1.860 - 24.410)</td>
<td valign="top" align="left">0.004</td>
</tr>
<tr>
<td valign="top" align="left">Carcinosarcoma</td>
<td valign="top" align="left">3</td>
<td valign="top" align="left">0.348 (0.044 - 2.725)</td>
<td valign="top" align="left">0.315</td>
<td valign="top" align="left">1.860 (0.134 - 25.732)</td>
<td valign="top" align="left">0.643</td>
</tr>
<tr>
<th valign="top" colspan="6" align="left">T stage</th>
</tr>
<tr>
<td valign="top" align="left">T1</td>
<td valign="top" align="left">8</td>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">T2</td>
<td valign="top" align="left">10</td>
<td valign="top" align="left">2.058 (0.247 - 17.150)</td>
<td valign="top" align="left">0.505</td>
<td valign="top" align="left">1.461 (0.173 - 12.350)</td>
<td valign="top" align="left">0.728</td>
</tr>
<tr>
<td valign="top" align="left">T3</td>
<td valign="top" align="left">15</td>
<td valign="top" align="left">5.999 (0.785 - 45.824)</td>
<td valign="top" align="left">0.084</td>
<td valign="top" align="left">5.257 (0.663 - 41.703)</td>
<td valign="top" align="left">0.116</td>
</tr>
<tr>
<td valign="top" align="left">T4</td>
<td valign="top" align="left">13</td>
<td valign="top" align="left">4.878 (0.614 - 38.759)</td>
<td valign="top" align="left">0.134</td>
<td valign="top" align="left">3.659 (0.424 - 31.566)</td>
<td valign="top" align="left">0.238</td>
</tr>
<tr>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">46</td>
<td valign="top" align="left">2.780 (0.378 - 20.427)</td>
<td valign="top" align="left">0.315</td>
<td valign="top" align="left">2.848 (0.358 - 22.679)</td>
<td valign="top" align="left">0.323</td>
</tr>
<tr>
<th valign="top" colspan="6" align="left">N stage</th>
</tr>
<tr>
<td valign="top" align="left">N0</td>
<td valign="top" align="left">27</td>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">N1</td>
<td valign="top" align="left">18</td>
<td valign="top" align="left">1.527 (0.747 - 3.123)</td>
<td valign="top" align="left">0.246</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">N2</td>
<td valign="top" align="left">7</td>
<td valign="top" align="left">0.870 (0.294 - 2.572)</td>
<td valign="top" align="left">0.801</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">N3</td>
<td valign="top" align="left">8</td>
<td valign="top" align="left">2.478 (1.019 - 6.028)</td>
<td valign="top" align="left">0.045</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">32</td>
<td valign="top" align="left">1.111 (0.591 - 2.088)</td>
<td valign="top" align="left">0.743</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<th valign="top" colspan="6" align="left">M stage</th>
</tr>
<tr>
<td valign="top" align="left">M0</td>
<td valign="top" align="left">60</td>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">M1</td>
<td valign="top" align="left">26</td>
<td valign="top" align="left">2.415 (1.419 - 4.110)</td>
<td valign="top" align="left">0.001</td>
<td valign="top" align="left">2.572 (1.386 - 4.775)</td>
<td valign="top" align="left">0.003</td>
</tr>
<tr>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">6</td>
<td valign="top" align="left">0.757 (0.233 - 2.460)</td>
<td valign="top" align="left">0.643</td>
<td valign="top" align="left">1.405 (0.309 - 6.395)</td>
<td valign="top" align="left">0.66</td>
</tr>
<tr>
<th valign="top" colspan="6" align="left">Radiotherapy</th>
</tr>
<tr>
<td valign="top" align="left">None/Unknown</td>
<td valign="top" align="left">71</td>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">21</td>
<td valign="top" align="left">0.838 (0.455 - 1.544)</td>
<td valign="top" align="left">0.571</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<th valign="top" colspan="6" align="left">Chemotherapy</th>
</tr>
<tr>
<td valign="top" align="left">No/Unknown</td>
<td valign="top" align="left">54</td>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">38</td>
<td valign="top" align="left">0.364 (0.210 - 0.632)</td>
<td valign="top" align="left">&lt; 0.001</td>
<td valign="top" align="left">0.260 (0.135 - 0.500)</td>
<td valign="top" align="left">&lt; 0.001</td>
</tr>
<tr>
<th valign="top" colspan="6" align="left">Breast subtype (2010+)</th>
</tr>
<tr>
<td valign="top" align="left">HR-/HER2-</td>
<td valign="top" align="left">35</td>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">HR+/HER2+</td>
<td valign="top" align="left">4</td>
<td valign="top" align="left">0.483 (0.113 - 2.056)</td>
<td valign="top" align="left">0.324</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">HR+/HER2-</td>
<td valign="top" align="left">10</td>
<td valign="top" align="left">1.594 (0.677 - 3.755)</td>
<td valign="top" align="left">0.286</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">HR-/HER2+</td>
<td valign="top" align="left">2</td>
<td valign="top" align="left">2.717 (0.625 - 11.810)</td>
<td valign="top" align="left">0.183</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">41</td>
<td valign="top" align="left">1.158 (0.667 - 2.008)</td>
<td valign="top" align="left">0.602</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<th valign="top" colspan="6" align="left">ER status</th>
</tr>
<tr>
<td valign="top" align="left">Negative</td>
<td valign="top" align="left">58</td>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Positive</td>
<td valign="top" align="left">17</td>
<td valign="top" align="left">1.188 (0.630 - 2.240)</td>
<td valign="top" align="left">0.595</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">17</td>
<td valign="top" align="left">1.122 (0.585 - 2.151)</td>
<td valign="top" align="left">0.729</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<th valign="top" colspan="6" align="left">PR status</th>
</tr>
<tr>
<td valign="top" align="left">Negative</td>
<td valign="top" align="left">62</td>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Positive</td>
<td valign="top" align="left">9</td>
<td valign="top" align="left">0.841 (0.357 - 1.981)</td>
<td valign="top" align="left">0.693</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">21</td>
<td valign="top" align="left">1.042 (0.578 - 1.880)</td>
<td valign="top" align="left">0.891</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Forest plot of univariate and multivariate regression analysis. <bold>(A)</bold> univariate regression analysis; <bold>(B)</bold> multivariate regression analysis.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-15-1534204-g003.tif"/>
</fig>
<p>In contrast, age, marital status, tumor location, tumor grade, laterality, histological type, T stage, N stage, radiotherapy and ER and PR status did not significantly impact survival rates. These results indicate that, among MPBC patients, chemotherapy and M stage are important prognostic factors affecting survival rates.</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Chemotherapy extends survival in non-surgery MPBC patients</title>
<p>Patients were divided into groups based on whether they received chemotherapy and radiotherapy. The Kaplan-Meier survival curves indicated that patients who underwent chemotherapy experienced a significant improvement in both overall survival (OS) and breast cancer-specific survival (BCSS) compared to those who did not, with both survival rates showing <italic>P</italic>-values less than 0.001 (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4A, B</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Kaplan&#x2013;Meier (KM) curves for OS and BCSS. <bold>(A)</bold> KM curve for OS in chemotherapy and non-chemotherapy group, <bold>(B)</bold> KM curve for BCSS in chemotherapy and non-chemotherapy group, <bold>(C)</bold> KM curve for OS in radiotherapy and non-radiotherapy group, <bold>(D)</bold> KM curve for BCSS in radiotherapy and non-radiotherapy group, <bold>(E)</bold> Kaplan-Meier curve for OS in patients treated with radiotherapy (RT) and/or chemotherapy (CT), <bold>(F)</bold> Kaplan-Meier curve for BCSS in patients treated with radiotherapy (RT) and/or chemotherapy (CT).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-15-1534204-g004.tif"/>
</fig>
<p>However, when we analyzed the survival outcomes of patients who received radiotherapy versus those who did not, no significant differences in survival were observed (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4C, D</bold>
</xref>).</p>
<p>Subsequently, we examined the survival rates of patients who received both chemotherapy and radiotherapy. The findings revealed that regardless of radiotherapy, patients who received chemotherapy had better prognoses than those who did not (with OS <italic>P</italic>-value of 0.002 and BCSS <italic>P</italic>-value of 0.006) (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4E, F</bold>
</xref>). This suggests that, among patients not undergoing surgery, chemotherapy alone may enhance survival outcomes to some extent.</p>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Chemotherapy extends survival in non-surgical MPBC patients in clinical cohort</title>
<p>Between 2010 and 2024, data were collected from 30 non-surgical MPBC patients treated at The Third People&#x2019;s Hospital of Chengdu (7 cases), Chongqing University Cancer Hospital (8 cases), and The First Affiliated Hospital of Chongqing Medical University (15 cases). The mean age was 53.97 &#xb1; 10.97 years, with 53.33% of patients being single. Tumors were evenly distributed between the left and right breasts (50% each). Histologically, metaplastic carcinoma was the most common subtype (60%), Tumor staging included T1-T4, with T3 being the most frequent (40%). Most patients had regional lymph node involvement (N1-3, 70%), and over half had distant metastasis (M1, 53.33%). Receptor status showed high rates of ER negativity (86.67%) and PR negativity (100.00%) (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). Chemotherapy was administered to 60% of patients, and radiotherapy to 53.33%. Kaplan-Meier analysis revealed that chemotherapy significantly improved overall survival (<italic>p</italic> = 0.039), while radiotherapy did not show a significant survival benefit (<italic>p</italic> = 0.309) (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>).</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Clinicopathological characteristics baseline (clinical cohort).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Characteristics</th>
<th valign="top" align="left">N= 30</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Age</td>
<td valign="middle" align="left">53.97 &#xb1; 10.97</td>
</tr>
<tr>
<th valign="middle" colspan="2" align="left">Marital status</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Married</td>
<td valign="middle" align="left">14 (46.67%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Single</td>
<td valign="middle" align="left">16 (53.33%)</td>
</tr>
<tr>
<th valign="middle" colspan="2" align="left">Laterality, n (%)</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Left</td>
<td valign="middle" align="left">15 (50.00%)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Right</td>
<td valign="middle" align="left">15 (50.00%)</td>
</tr>
<tr>
<th valign="middle" colspan="2" align="left">Histological type</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Metaplastic carcinoma</td>
<td valign="middle" align="left">18 (60.00%)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Spindle cell carcinoma</td>
<td valign="middle" align="left">3 (10.00%)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Carcinosarcoma</td>
<td valign="middle" align="left">3 (10.00%)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Adenocarcinoma</td>
<td valign="middle" align="left">2 (6.67%)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Metaplastic carcinoma with osseous differentiation</td>
<td valign="middle" align="left">3 (10.00%)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Squamous cell carcinoma</td>
<td valign="middle" align="left">1 (3.33%)</td>
</tr>
<tr>
<th valign="middle" colspan="2" align="left">T stage</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;T1</td>
<td valign="middle" align="left">4 (13.33%)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;T2</td>
<td valign="middle" align="left">9 (30.00%)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;T3</td>
<td valign="middle" align="left">12 (40.00%)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;T4</td>
<td valign="middle" align="left">5 (16.67%)</td>
</tr>
<tr>
<th valign="middle" colspan="2" align="left">N stage</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;N0</td>
<td valign="middle" align="left">9 (30.00%)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;N1</td>
<td valign="middle" align="left">6 (20.00%)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;N2</td>
<td valign="middle" align="left">8 (26.67%)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;N3</td>
<td valign="middle" align="left">7 (23.33%)</td>
</tr>
<tr>
<th valign="middle" colspan="2" align="left">M stage</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;M0</td>
<td valign="middle" align="left">14 (46.67%)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;M1</td>
<td valign="middle" align="left">16 (53.33%)</td>
</tr>
<tr>
<th valign="middle" colspan="2" align="left">ER status</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Negative</td>
<td valign="middle" align="left">26 (86.67%)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Positive</td>
<td valign="middle" align="left">4 (13.33%)</td>
</tr>
<tr>
<th valign="middle" colspan="2" align="left">PR status</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Negative</td>
<td valign="middle" align="left">30 (100.00%)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Positive</td>
<td valign="middle" align="left">0 (0.00%)</td>
</tr>
<tr>
<th valign="middle" colspan="2" align="left">Her-2 status</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;0</td>
<td valign="middle" align="left">23 (76.67%)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;1+</td>
<td valign="middle" align="left">6 (20.00%)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;2+</td>
<td valign="middle" align="left">0 (0.00%)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;3+</td>
<td valign="middle" align="left">1 (3.33%)</td>
</tr>
<tr>
<th valign="middle" colspan="2" align="left">Chemotherapy</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Yes</td>
<td valign="middle" align="left">18 (60.00%)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;No</td>
<td valign="middle" align="left">12 (40.00%)</td>
</tr>
<tr>
<th valign="middle" colspan="2" align="left">Radiotherapy</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Yes</td>
<td valign="middle" align="left">16 (53.33%)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;No</td>
<td valign="middle" align="left">14 (46.67%)</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Kaplan&#x2013;Meier (KM) curves for OS in clinical cohort. <bold>(A)</bold> chemotherapy and non-chemotherapy group, <bold>(B)</bold> radiotherapy and non- radiotherapy group.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-15-1534204-g005.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>MPBC is a rare and highly aggressive subtype of breast cancer, characterized by its heterogeneous histology and poor prognosis (<xref ref-type="bibr" rid="B8">8</xref>). While surgery remains the cornerstone of treatment for MPBC, a portion of patients are not undergoing surgical intervention due to advanced disease, comorbidities, or patient refusal. This study aimed to evaluate the prognostic impact of chemotherapy and radiotherapy in non-surgical MPBC patients using both data from the SEER database and clinical cohort. Our findings demonstrate that chemotherapy significantly improves overall survival (OS) and breast cancer-specific survival (BCSS) in this patient population, while radiotherapy did not show a significant survival benefit. These results underscore the critical role of chemotherapy as a systemic treatment option for non-surgical MPBC patients.</p>
<p>The significant survival benefit observed with chemotherapy in non-surgical MPBC patients has highlighted the aggressive nature of this cancer subtype. MPBC is often compared to triple-negative breast cancer (TNBC) due to its lack of hormone receptor and HER2 expression, which limits the effectiveness of endocrine and targeted therapies (<xref ref-type="bibr" rid="B9">9</xref>). In our clinical cohort, the rates of estrogen receptor (ER) and progesterone receptor (PR) negativity were significantly higher than those reported in the SEER database (86.7% and 100%, respectively). Chemotherapy, therefore, remains one of the few systemic treatment options available for MPBC patients. Previous research has indicated that chemotherapy may exert its therapeutic effects in MPBC patients by inhibiting epithelial-mesenchymal transition (EMT) processes (<xref ref-type="bibr" rid="B10">10</xref>). However, the SEER database lacks detailed information on specific chemotherapy regimens, limiting our ability to assess the efficacy of different drug combinations or dosing strategies. Future studies should aim to identify optimal chemotherapy protocols for MPBC, particularly in the non-surgical setting.</p>
<p>In our clinical cohort, the proportion of patients with M1 disease was higher than that in the SEER database cohort (53.3% <italic>vs</italic>. 26.28%). Although radiotherapy did not significantly impact survival in our study, its role in palliative care for advanced MPBC patients should not be overlooked. Radiotherapy is often used to manage local symptoms, such as pain from bone metastases or neurological symptoms from brain metastases. While it may not extend survival, radiotherapy can improve quality of life by alleviating debilitating symptoms. This is particularly relevant for non-surgical patients, who may benefit from symptom control. Future research should explore the impact of radiotherapy on patient-reported outcomes, such as pain relief and functional status, to better understand its role in the management of MPBC.</p>
<p>Current studies on MPBC predominantly concentrate on evaluating the efficacy of chemotherapy and radiotherapy, while lacking comprehensive stratification based on surgical intervention status. For example, Chen et&#xa0;al. demonstrated that chemotherapy might improve survival outcomes in patients with T1c tumors but not in those with T1a or T1b tumors (<xref ref-type="bibr" rid="B11">11</xref>). Li et&#xa0;al. observed that radiotherapy may be advantageous for elderly patients or those with larger tumors (<xref ref-type="bibr" rid="B12">12</xref>). Wang et&#xa0;al. showed that radiotherapy could enhance breast cancer-specific survival in high-risk patients (<xref ref-type="bibr" rid="B13">13</xref>). Hu et&#xa0;al. proposed that postoperative radiotherapy for metaplastic breast cancer could improve breast cancer-specific survival in high-risk groups and overall survival in medium- to high-risk groups (<xref ref-type="bibr" rid="B14">14</xref>). Although previous studies have demonstrated the benefits of radiotherapy in reducing local recurrence and improving survival in surgical patients, our results suggest that these benefits may not apply to non-surgical patients, as they often present with more advanced diseases. This discrepancy calls for a more nuanced approach to MPBC treatment, particularly in non-surgical settings, where systemic therapies such as chemotherapy may play a more critical role.</p>
<p>MPBC is characterized by a high degree of molecular heterogeneity, with frequent mutations in genes. These molecular alterations may contribute to the aggressive behavior of MPBC and its resistance to conventional therapies (<xref ref-type="bibr" rid="B15">15</xref>). One study reported a case of MPBC with a BRAF V600E mutation that showed a positive response to targeted therapy with dabrafenib and trametinib, highlighting the potential for personalized treatment methods in MPBC (<xref ref-type="bibr" rid="B16">16</xref>). Another study demonstrated that MPBC patients had an excellent response to combination therapy including PD-L1 inhibitors and paclitaxel (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B18">18</xref>). Common genetic mutations in MPBC, such as TP53, PIK3CA, and PTEN, suggest that new targeted strategies could improve survival outcomes for patients (<xref ref-type="bibr" rid="B15">15</xref>). A recent study showed that mTOR inhibitors can extend survival in patients with advanced breast cancer or metaplastic triple-negative breast cancer, indicating that drugs targeting the PI3K/AKT/mTOR pathway may benefit MPBC patients (<xref ref-type="bibr" rid="B19">19</xref>). Additionally, methylation of the BRCA1 gene promoter has been identified as a potentially relevant factor in metaplastic cancers (<xref ref-type="bibr" rid="B20">20</xref>). Research also indicates that activation of the WNT signaling pathway and amplification, and overexpression of the EGFR gene frequently occur in MPBC, pointing to potential therapeutic targets (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>). While the treatments show promises for MPBC, all require further validation through large-scale clinical trials.</p>
<p>Our study has several limitations that should be acknowledged. First, the SEER database lacks detailed information on chemotherapy regimens, radiotherapy doses, and patient comorbidities, which may influence treatment outcomes. Second, the small sample size of non-surgical MPBC patients limits the generalizability of our findings. Larger, prospective studies are needed to validate these results and explore the impact of different treatment modalities in this patient population. Additionally, the retrospective nature of our study introduces potential selection bias, as patients who received chemotherapy may have had better performance status or fewer comorbidities. Future studies should aim to control these confounding factors through propensity score matching.</p>
<p>In conclusion, our study demonstrates that chemotherapy significantly improves survival in non-surgical MPBC patients, highlighting its importance as a systemic treatment option. While radiotherapy did not show a survival benefit, it remains a valuable tool for symptom control local symptoms. Future research should focus on identifying optimal chemotherapy regimens, exploring the role of targeted therapies and immunotherapy, and improving palliative care for non-surgical MPBC patients. By addressing these gaps, we can aim to improve outcomes for this challenging and understudied non-surgery patient population.</p>
</sec>
</body>
<back>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The ethical approval numbers for the clinical data are as follows: The Third People&#x2019;s Hospital of Chengdu (2024-S-44), Chongqing University Cancer Hospital (CLZ2024155-A), The First Affiliated Hospital of Chongqing Medical University (2022-K121). The&#xa0;studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>PW: Visualization, Writing &#x2013; original draft. HF: Data curation, Resources, Writing &#x2013; review &amp; editing. DY: Data curation, Resources, Writing &#x2013; review &amp; editing. YL: Methodology, Supervision, Validation, Writing &#x2013; review &amp; editing. LL: Data curation, Software, Writing &#x2013; original draft. JW: Supervision, Visualization, Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This work was supported by Sichuan Province Medical Youth Innovation Research Project Plan (Q23009).</p>
</sec>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec id="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ertas</surname> <given-names>G</given-names>
</name>
<name>
<surname>Basal</surname> <given-names>FB</given-names>
</name>
<name>
<surname>Ucer</surname> <given-names>AR</given-names>
</name>
<name>
<surname>Benzer</surname> <given-names>E</given-names>
</name>
<name>
<surname>Altundag</surname> <given-names>MB</given-names>
</name>
<name>
<surname>Demirci</surname> <given-names>U</given-names>
</name>
<etal/>
</person-group>. <article-title>Clinical features of metaplastic breast carcinoma: A single-center experience</article-title>. <source>J Cancer Res Ther</source>. (<year>2020</year>) <volume>16</volume>:<page-range>1229&#x2013;34</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.4103/jcrt.JCRT_964_19</pub-id>
</citation>
</ref>
<ref id="B2">
<label>2</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Weigelt</surname> <given-names>B</given-names>
</name>
<name>
<surname>Eberle</surname> <given-names>C</given-names>
</name>
<name>
<surname>Cowell</surname> <given-names>CF</given-names>
</name>
<name>
<surname>Ng</surname> <given-names>CK</given-names>
</name>
<name>
<surname>Reis-Filho</surname> <given-names>JS</given-names>
</name>
</person-group>. <article-title>Metaplastic breast carcinoma: more than a special type</article-title>. <source>Nat Rev Cancer</source>. (<year>2014</year>) <volume>14</volume>:<page-range>147&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nrc3637</pub-id>
</citation>
</ref>
<ref id="B3">
<label>3</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hu</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>WX</given-names>
</name>
<name>
<surname>Zhong</surname> <given-names>SL</given-names>
</name>
<name>
<surname>Li</surname> <given-names>J</given-names>
</name>
<name>
<surname>Luo</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Tang</surname> <given-names>JH</given-names>
</name>
<etal/>
</person-group>. <article-title>Current progress in the treatment of metaplastic breast carcinoma</article-title>. <source>Asian Pac J Cancer Prev</source>. (<year>2013</year>) <volume>14</volume>:<page-range>6221&#x2013;5</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.7314/apjcp.2013.14.11.6221</pub-id>
</citation>
</ref>
<ref id="B4">
<label>4</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hennessy</surname> <given-names>BT</given-names>
</name>
<name>
<surname>Giordano</surname> <given-names>S</given-names>
</name>
<name>
<surname>Broglio</surname> <given-names>K</given-names>
</name>
<name>
<surname>Duan</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Trent</surname> <given-names>J</given-names>
</name>
<name>
<surname>Buchholz</surname> <given-names>TA</given-names>
</name>
<etal/>
</person-group>. <article-title>Biphasic metaplastic sarcomatoid carcinoma of the breast</article-title>. <source>Ann Oncol</source>. (<year>2006</year>) <volume>17</volume>:<page-range>605&#x2013;13</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/annonc/mdl006</pub-id>
</citation>
</ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Corso</surname> <given-names>G</given-names>
</name>
<name>
<surname>Frassoni</surname> <given-names>S</given-names>
</name>
<name>
<surname>Girardi</surname> <given-names>A</given-names>
</name>
<name>
<surname>De Camilli</surname> <given-names>E</given-names>
</name>
<name>
<surname>Montagna</surname> <given-names>E</given-names>
</name>
<name>
<surname>Intra</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Metaplastic breast cancer: Prognostic and therapeutic considerations</article-title>. <source>J Surg Oncol</source>. (<year>2021</year>) <volume>123</volume>:<fpage>61</fpage>&#x2013;<lpage>70</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/jso.26248</pub-id>
</citation>
</ref>
<ref id="B6">
<label>6</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tzanninis</surname> <given-names>IG</given-names>
</name>
<name>
<surname>Kotteas</surname> <given-names>EA</given-names>
</name>
<name>
<surname>Ntanasis-Stathopoulos</surname> <given-names>I</given-names>
</name>
<name>
<surname>Kontogianni</surname> <given-names>P</given-names>
</name>
<name>
<surname>Fotopoulos</surname> <given-names>G</given-names>
</name>
</person-group>. <article-title>Management and outcomes in metaplastic breast cancer</article-title>. <source>Clin Breast Cancer</source>. (<year>2016</year>) <volume>16</volume>:<page-range>437&#x2013;43</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.clbc.2016.06.002</pub-id>
</citation>
</ref>
<ref id="B7">
<label>7</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Thomas</surname> <given-names>HR</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>B</given-names>
</name>
<name>
<surname>Boyraz</surname> <given-names>B</given-names>
</name>
<name>
<surname>Johnson</surname> <given-names>A</given-names>
</name>
<name>
<surname>Bossuyt</surname> <given-names>VI</given-names>
</name>
<name>
<surname>Spring</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>Metaplastic breast cancer: A review</article-title>. <source>Crit Rev Oncol Hematol</source>. (<year>2023</year>) <volume>182</volume>:<fpage>103924</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.critrevonc.2023.103924</pub-id>
</citation>
</ref>
<ref id="B8">
<label>8</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Huvos</surname> <given-names>AG</given-names>
</name>
<name>
<surname>Lucas</surname> <given-names>JC</given-names>
<suffix>Jr</suffix>
</name>
<name>
<surname>Foote</surname> <given-names>FW</given-names>
<suffix>Jr</suffix>
</name>
</person-group>. <article-title>Metaplastic breast carcinoma. Rare form of mammary cancer</article-title>. <source>N Y State J Med</source>. (<year>1973</year>) <volume>73</volume>:<page-range>1078&#x2013;82</page-range>.</citation>
</ref>
<ref id="B9">
<label>9</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gadaleta-Caldarola</surname> <given-names>G</given-names>
</name>
<name>
<surname>Nenna</surname> <given-names>R</given-names>
</name>
<name>
<surname>Lanotte</surname> <given-names>L</given-names>
</name>
<name>
<surname>Doronzo</surname> <given-names>A</given-names>
</name>
<name>
<surname>Gadaleta-Caldarola</surname> <given-names>A</given-names>
</name>
<name>
<surname>Roma</surname> <given-names>I</given-names>
</name>
<etal/>
</person-group>. <article-title>Metaplastic breast cancer: an old histotype but a current therapeutic problem</article-title>. <source>Future Oncol</source>. (<year>2021</year>) <volume>17</volume>:<page-range>955&#x2013;63</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.2217/fon-2020-0490</pub-id>
</citation>
</ref>
<ref id="B10">
<label>10</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Reddy</surname> <given-names>TP</given-names>
</name>
<name>
<surname>Rosato</surname> <given-names>RR</given-names>
</name>
<name>
<surname>Li</surname> <given-names>X</given-names>
</name>
<name>
<surname>Moulder</surname> <given-names>S</given-names>
</name>
<name>
<surname>Piwnica-Worms</surname> <given-names>H</given-names>
</name>
<name>
<surname>Chang</surname> <given-names>JC</given-names>
</name>
</person-group>. <article-title>A comprehensive overview of metaplastic breast cancer: clinical features and molecular aberrations</article-title>. <source>Breast Cancer Res</source>. (<year>2020</year>) <volume>22</volume>:<fpage>121</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s13058-020-01353-z</pub-id>
</citation>
</ref>
<ref id="B11">
<label>11</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Qitong Chen</surname> <given-names>QZ</given-names>
</name>
<name>
<surname>He</surname> <given-names>H</given-names>
</name>
<name>
<surname>He</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Yuan</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Zou</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Yi</surname> <given-names>W</given-names>
</name>
</person-group>. <article-title>Chemotherapy significantly improves long-term survival of small lesion node negative metaplastic breast carcinoma in T1c population rather than T1a and T1b</article-title>. <source>Sci Rep</source>. (<year>2022</year>) <volume>01</volume>:<fpage>871</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41598-022-04946-0</pub-id>
</citation>
</ref>
<ref id="B12">
<label>12</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>M</given-names>
</name>
<name>
<surname>Pardini</surname> <given-names>B</given-names>
</name>
<name>
<surname>Dragomir</surname> <given-names>MP</given-names>
</name>
<name>
<surname>Lucci</surname> <given-names>A</given-names>
</name>
<name>
<surname>Calin</surname> <given-names>GA</given-names>
</name>
</person-group>. <article-title>The role of radiotherapy in metaplastic breast cancer: a propensity score-matched analysis of the SEER database</article-title>. <source>J Transl Med</source>. (<year>2019</year>) <volume>17</volume>:<fpage>318</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12967-019-2069-y</pub-id>
</citation>
</ref>
<ref id="B13">
<label>13</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>WW</given-names>
</name>
<name>
<surname>Lian</surname> <given-names>CL</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>JY</given-names>
</name>
<name>
<surname>He</surname> <given-names>ZY</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>SG</given-names>
</name>
</person-group>. <article-title>The effect of post-mastectomy radiotherapy in patients with metaplastic breast cancer: an analysis of SEER database</article-title>. <source>Front Oncol</source>. (<year>2019</year>) <volume>9</volume>:<elocation-id>747</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fonc.2019.00747</pub-id>
</citation>
</ref>
<ref id="B14">
<label>14</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hu</surname> <given-names>J</given-names>
</name>
<name>
<surname>Tan</surname> <given-names>J</given-names>
</name>
<name>
<surname>Dong</surname> <given-names>F</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Ming</surname> <given-names>J</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>T</given-names>
</name>
</person-group>. <article-title>The effect of post-mastectomy radiotherapy in patients with metaplastic breast cancer: A propensity score-matched analysis of the SEER database</article-title>. <source>Front Oncol</source>. (<year>2021</year>) <volume>11</volume>:<elocation-id>593121</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fonc.2021.593121</pub-id>
</citation>
</ref>
<ref id="B15">
<label>15</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tray</surname> <given-names>N</given-names>
</name>
<name>
<surname>Taff</surname> <given-names>J</given-names>
</name>
<name>
<surname>Adams</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Therapeutic landscape of metaplastic breast cancer</article-title>. <source>Cancer Treat Rev</source>. (<year>2019</year>) <volume>79</volume>:<fpage>101888</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ctrv.2019.08.004</pub-id>
</citation>
</ref>
<ref id="B16">
<label>16</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Seo</surname> <given-names>T</given-names>
</name>
<name>
<surname>Noguchi</surname> <given-names>E</given-names>
</name>
<name>
<surname>Yoshida</surname> <given-names>M</given-names>
</name>
<name>
<surname>Mori</surname> <given-names>T</given-names>
</name>
<name>
<surname>Tanioka</surname> <given-names>M</given-names>
</name>
<name>
<surname>Sudo</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>Response to dabrafenib and trametinib of a patient with metaplastic breast carcinoma harboring a BRAF V600E mutation</article-title>. <source>Case Rep Oncol Med</source>. (<year>2020</year>), <fpage>2518383</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1155/2020/2518383</pub-id>
</citation>
</ref>
<ref id="B17">
<label>17</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Adams</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Dramatic response of metaplastic breast cancer to chemo-immunotherapy</article-title>. <source>NPJ Breast Cancer</source>. (<year>2017</year>) <volume>3</volume>:<fpage>8</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41523-017-0011-0</pub-id>
</citation>
</ref>
<ref id="B18">
<label>18</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gonzalez-Martinez</surname> <given-names>S</given-names>
</name>
<name>
<surname>Perez-Mies</surname> <given-names>B</given-names>
</name>
<name>
<surname>Pizarro</surname> <given-names>D</given-names>
</name>
<name>
<surname>Caniego-Casas</surname> <given-names>T</given-names>
</name>
<name>
<surname>Cortes</surname> <given-names>J</given-names>
</name>
<name>
<surname>Palacios</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>Epithelial mesenchymal transition and immune response in metaplastic breast carcinoma</article-title>. <source>Int J Mol Sci</source>. (<year>2021</year>) <volume>22</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ijms22147398</pub-id>
</citation>
</ref>
<ref id="B19">
<label>19</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Basho</surname> <given-names>RK</given-names>
</name>
<name>
<surname>Yam</surname> <given-names>C</given-names>
</name>
<name>
<surname>Gilcrease</surname> <given-names>M</given-names>
</name>
<name>
<surname>Murthy</surname> <given-names>RK</given-names>
</name>
<name>
<surname>Helgason</surname> <given-names>T</given-names>
</name>
<name>
<surname>Karp</surname> <given-names>DD</given-names>
</name>
<etal/>
</person-group>. <article-title>Comparative effectiveness of an mTOR-based systemic therapy regimen in advanced, metaplastic and nonmetaplastic triple-negative breast cancer</article-title>. <source>Oncologist</source>. (<year>2018</year>) <volume>23</volume>:<page-range>1300&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1634/theoncologist.2017-0498</pub-id>
</citation>
</ref>
<ref id="B20">
<label>20</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Turner</surname> <given-names>NC</given-names>
</name>
<name>
<surname>Reis-Filho</surname> <given-names>JS</given-names>
</name>
<name>
<surname>Russell</surname> <given-names>AM</given-names>
</name>
<name>
<surname>Springall</surname> <given-names>RJ</given-names>
</name>
<name>
<surname>Ryder</surname> <given-names>K</given-names>
</name>
<name>
<surname>Steele</surname> <given-names>D</given-names>
</name>
<etal/>
</person-group>. <article-title>BRCA1 dysfunction in sporadic basal-like breast cancer</article-title>. <source>Oncogene</source>. (<year>2007</year>) <volume>26</volume>:<page-range>2126&#x2013;32</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/sj.onc.1210014</pub-id>
</citation>
</ref>
<ref id="B21">
<label>21</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Reis-Filho</surname> <given-names>JS</given-names>
</name>
<name>
<surname>Pinheiro</surname> <given-names>C</given-names>
</name>
<name>
<surname>Lambros</surname> <given-names>MB</given-names>
</name>
<name>
<surname>Milanezi</surname> <given-names>F</given-names>
</name>
<name>
<surname>Carvalho</surname> <given-names>S</given-names>
</name>
<name>
<surname>Savage</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>EGFR amplification and lack of activating mutations in metaplastic breast carcinomas</article-title>. <source>J Pathol</source>. (<year>2006</year>) <volume>209</volume>:<page-range>445&#x2013;53</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/path.2004</pub-id>
</citation>
</ref>
<ref id="B22">
<label>22</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rungta</surname> <given-names>S</given-names>
</name>
<name>
<surname>Kleer</surname> <given-names>CG</given-names>
</name>
</person-group>. <article-title>Metaplastic carcinomas of the breast: diagnostic challenges and new translational insights</article-title>. <source>Arch Pathol Lab Med</source>. (<year>2012</year>) <volume>136</volume>:<fpage>896</fpage>&#x2013;<lpage>900</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.5858/arpa.2012-0166-CR</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>