<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article article-type="research-article" dtd-version="2.3" xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Pathol. Oncol. Res.</journal-id>
<journal-title>Pathology &#x26; Oncology Research</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Pathol. Oncol. Res.</abbrev-journal-title>
<issn pub-type="epub">1532-2807</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">599894</article-id>
<article-id pub-id-type="doi">10.3389/pore.2021.599894</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Society Journal Archive</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Discordance in ER, PR, HER2, and Ki-67 Expression Between Primary and Recurrent/Metastatic Lesions in Patients with Primary Early Stage Breast Cancer and the Clinical Significance: Retrospective Analysis of 75 Cases</article-title>
<alt-title alt-title-type="left-running-head">Peng et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Retrospective Analysis of 75 Cases</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Peng</surname>
<given-names>Li</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Zhen</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhao</surname>
<given-names>Dachun</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhao</surname>
<given-names>Jialin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Mao</surname>
<given-names>Feng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Sun</surname>
<given-names>Qiang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<label>
<sup>1</sup>
</label>Department of Breast Surgery, Peking Union Medical College Hospital, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<label>
<sup>2</sup>
</label>Department of Pathology, Peking Union Medical College Hospital, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> Andrea Lad&#xe1;nyi, National Institute of Oncology (NIO), Hungary</p>
</fn>
<corresp id="c001">&#x2a;<bold>Correspondence:</bold> Feng Mao, <email>mmc8941@me.com</email>; Qiang Sun, <email>sunqiang2019@sina.com</email>
</corresp>
<fn fn-type="equal" id="fn1">
<label>
<sup>&#x2020;</sup>
</label>
<p>These authors have contributed equally to this&#x20;work</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>09</day>
<month>04</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>27</volume>
<elocation-id>599894</elocation-id>
<history>
<date date-type="received">
<day>28</day>
<month>08</month>
<year>2020</year>
</date>
<date date-type="accepted">
<day>02</day>
<month>03</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Peng, Zhang, Zhao, Zhao, Mao and Sun.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Peng, Zhang, Zhao, Zhao, Mao and Sun</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&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>
<bold>Background:</bold> The objective was to explore the discordance in the expression of the estrogen receptor (ER), progesterone receptor (PR), human epidermal growth factor receptor 2 (HER2), and Ki-67 between primary and recurrent/metastatic lesions in patients with early stage breast cancer as well as the prognostic impact.</p>
<p>
<bold>Method:</bold> Patients with early-stage primary breast cancer and confirmed recurrence/metastasis at Peking Union Medical College Hospital between January 2005 and August 2018 were screened. The details of discordance in each parameter between primary and recurrent/metastatic lesions and progression were recorded. Regression and survival analysis were applied to determine the association and clinical impact of the discordance.</p>
<p>
<bold>Results:</bold> We evaluated 75 patients. The discordance rate of ER, PR, HER2, and Ki-67 expression was 9.3, 14.7, 14.7, and 21.5%, respectively. Additionally, 66.7, 11.8, 14.3, and 0% of patients with Luminal A, Luminal B, HER2, and triple-negative primary tumors presented with a different subtype for the recurrent/metastatic tumors, respectively. No statistical difference in progression-free survival was observed according to the subtype of the recurrent or metastatic breast cancer (<italic>p</italic>&#x20;&#x3e; 0.05). Among 69 patients for whom treatment was adjusted after recurrence or metastasis, 66 patients remained recurrence-free during the follow-up period.</p>
<p>
<bold>Conclusion:</bold> For patients with early-stage breast cancer, the ER, PR, HER2, and Ki-67 expression profile for recurrent/metastatic tumors does not always match that of the primary tumor. After adjusting treatment according to the receptor expression in recurrent/metastatic lesions, most patients remained progression-free during the follow-up period.</p>
</abstract>
<kwd-group>
<kwd>biomolecular status</kwd>
<kwd>discordance</kwd>
<kwd>recurrence</kwd>
<kwd>metastatic disease</kwd>
<kwd>PFS</kwd>
<kwd>breast cancer</kwd>
<kwd>surrogate subtypes</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Although the prognosis of breast cancer is relatively better than that for most malignancies, it remains the second most common cause of death for female cancer patients worldwide [<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B3">3</xref>]. However, the exact mechanism by which breast cancer progresses is still unknown [<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>]. Early detection of breast cancer is universally acknowledged as a critical factor in improving the outcome and survival of patients [<xref ref-type="bibr" rid="B6">6</xref>]. One of the prognostic dilemmas is that some patients with early-stage breast cancer who undergo systemic therapy may experience recurrence or metastasis&#x20;[<xref ref-type="bibr" rid="B7">7</xref>].</p>
<p>Researchers have hypothesized that the diversity in prognosis may be due to differences in the biological characteristics of the primary tumor and the recurrent or metastatic tumors [<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>]. The expression levels of the estrogen receptor (ER), progesterone receptor (PR), human epidermal growth factor receptor 2 (HER-2), and Ki-67 biomarker have been proven to be associated with the prognoses of breast cancer [<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B11">11</xref>]. Additionally, differences in ER, PR, HER2, and Ki-67 expression between the primary tumor and recurrent or metastatic tumors as well as the clinical significance have been reported in several studies [<xref ref-type="bibr" rid="B12">12</xref>&#x2013;<xref ref-type="bibr" rid="B16">16</xref>]. However, there is still a lack of corresponding evidence for patients with early-stage breast cancer. As personalized treatment and follow-up care are highly recommended for patients with early-stage breast cancer, the exploration of potential alterations in their biological characteristics is essential [<xref ref-type="bibr" rid="B17">17</xref>,&#x20;<xref ref-type="bibr" rid="B18">18</xref>].</p>
<p>The objective of the present study was to explore the discordance and prognostic impact of ER, PR, HER2, and Ki-67 expression in primary and recurrent/metastatic lesions in patients with primary early-stage breast cancer to obtain more evidence for clinical practice.</p>
</sec>
<sec sec-type="patients|methods" id="s2">
<title>Patients and Methods</title>
<p>The present study was a retrospective case series analysis. The study only involved the collection or review of existing data or diagnostic specimens collected anonymously. The protocol of this study was approved by The Institutional Review Board of Peking Union Medical College Hospital (PUMCH) (No. S-K1306). The need for informed consent was waived owing to the retrospective nature of the&#x20;study.</p>
<sec id="s2-1">
<title>Patients</title>
<p>We retrospectively reviewed the medical records of patients with breast cancer treated at PUMCH (an academic teaching hospital with 2000 beds and over 3 million outpatients each year) from January 2005 to August 2018. The inclusion criteria were as follows: 1) age &#x2265;18 years, 2) pathologically diagnosed with stage I or II breast cancer, and 3) presented with recurrent or metastatic breast cancer during the follow-up period after systemic therapy. The exclusion criteria were as follows: 1) male gender, 2) bilateral breast cancer, and 3) no record of the pathological diagnosis for either the primary or recurrent/metastatic lesions.</p>
<p>A total of 75 patients were included in the study. Forty patients (53.4%) received mastectomy &#x2b; axillary lymph node dissection and eight patients (10.6%) received mastectomy &#x2b; sentinel lymph node biopsy. Thirteen patients (17.3%) received lumpectomy &#x2b; axillary lymph node dissection and 14 patients (18.6%) received lumpectomy &#x2b; sentinel lymph node biopsy. Three patients received reoperations for the primary cancer due to positive margins. All patients were operable at diagnosis, and only one patient received neoadjuvant chemotherapy. The puncture result for this patient was consistent with the surgical results but a pathologic complete response (pCR) was not achieved. Most patients received adjuvant chemotherapy. The interval between surgery and systemic therapy was 2&#x2013;4&#x20;weeks for most patients.</p>
<p>In the present study, 56 patients (56/75, 74.7%) opted for chemotherapy. The regimens consisted of doxorubicin/epirubicin &#x2b; cyclophosphamide, docetaxel &#x2b; cyclophosphamide, paclitaxel/docetaxel &#x2b; doxorubicin, and docetaxel &#x2b; doxorubicin/epirubicin &#x2b; cyclophosphamide for HER2-negative patients. Docetaxel &#x2b; cyclophosphamide &#x2b; trastuzumab and doxorubicin &#x2b; cyclophosphamide followed by docetaxel &#x2b; trastuzumab were used for HER2-positive patients. The drug doses were doxorubicin/epirubicin 50/75&#xa0;mg/m<sup>2</sup>, cyclophosphamide 500&#xa0;mg/m2, paclitaxel/docetaxel 175/75&#xa0;mg/m<sup>2</sup>, and trastuzumab 8&#xa0;mg/kg IV on day 1 followed by 6&#xa0;mg/kg every 3&#x20;weeks.</p>
<p>Twenty-six patients (26/75, 34.7%) received radiotherapy. For postmastectomy therapy, patients were usually treated in the supine position with a customized immobilization device. The target volume included the chest wall and supraclavicular fossa, and the patients were treated with 45&#x2013;50&#xa0;Gy at 2&#xa0;Gy/fx with 6&#x20;Mv-X rays from a linear accelerator. The planning target covered the entire mastectomy scar, flaps, surgical clips, and drain sites included in the treatment field, avoiding junctional overdose with the supraclavicular field. A 5&#xa0;mm bolus was used for half the duration of radiotherapy. An electron boost could be used to bring the total scar dose to 60&#x2013;66&#xa0;Gy in high-risk patients. For breast conserving therapy, patients were usually treated in the supine position with a customized immobilization device. Whole-breast irradiation was delivered first with tangential opposed fields using 2-Gy daily fractions up to 50&#xa0;Gy with 6&#x20;Mv-X rays from a linear accelerator. The planning target volume (PTV) covered the superior border at the manubriosternal joint and the inferior border at 1&#xa0;cm below the inframammary line. The medial border was usually the midline of the sternum, and the lateral border was the midaxillary line, excluding the outermost 5&#xa0;mm from the superficial skin surface. For regional nodal irradiation, the lower part of the ipsilateral axillary lymph node (LN) area was included in all cases. The upper part of the ipsilateral axillary LN area was also included when metastases to the LNs were present.</p>
<p>Fifty-one patients (51/75, 68.0%) with hormone receptor-positive breast cancer received endocrine therapy with tamoxifen, aromatase inhibitors, and goserelin for ovarian function suppression. The duration of adjuvant endocrine therapy planned for 34 patients was 5&#x20;years and that for seven patients with a high risk of recurrence was 5&#x2013;7 years. The seven patients with a high risk of recurrence had recurrence/metastasis within 5&#x20;years after surgery, and their endocrine therapy was terminated afterward. These seven patients had two or three lymph nodes involved and the Ki-67 index was positive. Histopathologic parameters were available for two patients. The ER status for one patient changed from positive to negative, the PR status for two patients changed from positive to negative, the HER2 status for one patient changed from negative to positive, and the Ki-67 status changed from positive to negative. All primary tumors were Luminal B tumors, six were still Luminal B after recurrence/metastasis, and the subtype for one tumor was uncertain after recurrence/metastasis. Tamoxifen was administered at doses of 10&#xa0;mg twice a day or 20&#xa0;mg once a day. Aromatase inhibitors included letrozole, anastrozole, and exemestane. Letrozole was used at a dose of 2.5&#xa0;mg once a day, anastrozole at 1&#xa0;mg once a day, and exemestane at 25&#xa0;mg once a day. Goserelin acetate sustained-release depot was injected at a dose of 3.6&#xa0;mg once a&#x20;month.</p>
</sec>
<sec id="s2-2">
<title>Diagnostic Approaches and Data Collection</title>
<p>Histopathology was used as the gold standard for the diagnosis. Patients were classified as having anatomic stage I or II breast cancer in accordance with the 8<sup>th</sup> American Joint Committee on <italic>Cancer</italic> (AJCC) cancer staging manual [<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B19">19</xref>]. Recurrent/metastatic lesions were defined as any local or regional recurrence and/or any distant metastases. All patients had histopathological records for both the primary and recurrent/metastatic lesions.</p>
<p>ER and PR staining were evaluated according to the American Society of Clinical Oncology/College of American Pathologists Guidelines [<xref ref-type="bibr" rid="B20">20</xref>]. Positive nuclear staining with any intensity observed in at least 1% of tumor cells was defined as ER/PR positivity. HER2 expression was scored as 0, 1&#x2b;, 2&#x2b;, and 3&#x20;&#x2b; according to the American Society of Clinical Oncology/College of American Pathologists Guidelines [<xref ref-type="bibr" rid="B21">21</xref>]. HER2 status was considered positive if the immunohistochemical staining score was 3&#x2b; and negative if the score was 1&#x20;&#x2b; or 0. If the immunohistochemical score was 2&#x2b;, the HER2 gene amplification status was determined using chromogenic <italic>in-situ</italic> hybridization [<xref ref-type="bibr" rid="B22">22</xref>]. The Ki-67 index was quantified based on the spot with the highest intensity in the high-power field (400x) and 1,200&#x2013;1,500 cells were counted. The Ki-67 antibody (Clone SP6; Thermo Scientific, Japan) was used to define the Ki-67 status. A positive status for Ki-67 was defined as more than 14% of cells with Ki-67 antigen-antibody reactions counted under high-power magnification (&#xd7;400) [<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B24">24</xref>]. The discordance rate for each biomolecular parameter was calculated as the frequency of changes between the primary tumors and the recurrent/metastatic lesions. The tumor subtypes were classified as Luminal A (ER and PR positive, HER2 negative, &#x201c;low&#x201d; Ki-67, and a &#x201c;low&#x201d; recurrence risk based on multi-gene-expression assay results if available), Luminal B (&#x201c;Luminal B-like (HER2 negative)&#x201d;: ER positive, HER2 negative, and at least one of the following: &#x201c;high&#x201d; Ki-67, &#x201c;negative or low&#x201d; PR, or &#x201c;high&#x201d; recurrence risk based on multi-gene-expression assay if available. &#x201c;Luminal B-like (HER2 positive)&#x201d;: ER positive, HER2&#x20;over-expressed or amplified with any Ki-67, and any PR) [<xref ref-type="bibr" rid="B25">25</xref>], HER2&#x2b; (Hormone receptor-negative and HER2-positive), and triple negative (TN) (Negative ER, PR, and HER2) according to St. Gallen&#x2019;s Guide in 2013 [<xref ref-type="bibr" rid="B25">25</xref>]. There were differences in the reagent use and standardization process in different periods. These differences were minimized by repeated reviews, re-staining, and interpretation of questionable pathological results based on the principle of being faithful to the original results at the&#x20;time.</p>
<p>The survival outcome was progression-free survival (PFS), which was defined as the time from the start of treatment (neoadjuvant therapies or surgery) to tumor progression or death [<xref ref-type="bibr" rid="B26">26</xref>]. The clinical characteristics of the patients were collected. The details of systemic treatment, recurrent or metastatic disease, and discordance in each biomolecular parameter between primary and recurrent/metastatic lesions as well as PFS were recorded. The patients were examined every six months within three years after the operation and once a year regularly after three years. Imaging examinations included: breast and axillary, abdominal, lymph nodes, and uterine and appendages ultrasound, chest CT, and bone scintigraphy (bone scintigraphy once a year for the first five years). Once the patient exhibited any symptoms, imaging examination was performed as soon as possible if necessary.</p>
</sec>
<sec id="s2-3">
<title>Statistical Analyses</title>
<p>The continuous variables were presented as median with range, and categorical variables were presented as count and proportions. Fisher&#x27;s exact test (or Pearson&#x2019;s <italic>chi</italic>-square test) and the <italic>t-</italic>test were used to compare patient and tumor characteristics. Pearson&#x2019;s <italic>chi</italic>-square test or Fisher&#x2019;s exact and regression analyses were used to determine the relationship between discordance and any categorical variables. Survival curves were plotted with the Kaplan&#x2013;Meier method, and differences in the survival curves were analyzed with the log-rank test. We set <italic>p</italic>&#x20;&#x3c; 0.05 as the threshold for statistical significance. All statistical analyses were performed using the software package SSPS 20.0 (SPSS Inc., United&#x20;States).</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Patient Characteristics and Follow-Up Results</title>
<p>We reviewed the consecutive pathology findings for 8,691 women with breast cancers diagnosed between January 2005 and August 2018&#xa0;at our hospital. A total of 133 patients were diagnosed with recurrent or metastatic tumors based on histopathology results. Of these, 75 patients had stage I or II disease, 31 had stage III or IV disease, and 27 patients could not be staged. For these 75 patients with stage I or II disease, the range of BMI was from 18.4 to 35.5. The number of patients who had a family history of breast cancer, ovarian cancer, pancreas cancer, and other cancers was 4, 1, 0, and 5, respectively. The most common comorbidity was hypertension. Other complications included hyperthyroidism, diabetes and coronary heart disease. Fifteen patients were postmenopausal when diagnosed with breast cancer, but none of them were treated with hormone replacement therapy.</p>
<p>The clinical characteristics of the included patients are shown in <xref ref-type="table" rid="T1">Table&#x20;1</xref>. The median age at diagnosis for all 75 patients was 44, ranging from 23 to 88&#x20;years old. In addition to ductal carcinoma and lobular carcinoma, there were 12 patients with special types of carcinoma, including mucinous carcinoma, micropapillary carcinoma, cribriform carcinoma, and two types of mixed carcinoma. The median pathological size for the maximum diameter of the included primary lesions was 2.0&#xa0;cm, ranging from 0.1 to 4.5&#xa0;cm. The median follow-up was 57.2&#x20;months (range 7.2 to 163.0 months). The median time after surgery before recurrence/metastasis was 37.0&#x20;months (range 3.1&#x2013;163.5 months). Based on the immunohistochemical results for recurrent or metastatic tumors, patients were treated accordingly (see details in <xref ref-type="table" rid="T1">Table&#x20;1</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Patient and tumor characteristics at primary diagnosis and recurrence/metastasis.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Patient characteristics (N&#x20;&#x3d;&#x20;75)</th>
<th align="center">At primary diagnosis <xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>n (%)</th>
<th align="center">At recurrence/metastasis <xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>n (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Age (years), median (range)</td>
<td align="center">44 (23&#x2013;88)</td>
<td align="center">48.9 (25&#x2013;92)</td>
</tr>
<tr>
<td align="left">Tumor size (cm), median (range)</td>
<td align="center">2.0 (0.1&#x2013;4.5)</td>
<td align="center">n/a</td>
</tr>
<tr>
<td align="left">Body mass index, range</td>
<td align="center">18.4&#x2013;35.5</td>
<td align="center">n/a</td>
</tr>
<tr>
<td align="left">Stage at diagnosis</td>
<td align="left"/>
<td rowspan="3" align="center">n/a</td>
</tr>
<tr>
<td align="left">&#x2003;I</td>
<td align="center">48 (64.0)</td>
</tr>
<tr>
<td align="left">&#x2003;II</td>
<td align="center">27 (36.0)</td>
</tr>
<tr>
<td align="left">Menopausal status</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#x2003;Premenopausal</td>
<td align="center">58 (77.3)</td>
<td align="center">55 (73.3)</td>
</tr>
<tr>
<td align="left">&#x2003;Postmenopausal</td>
<td align="center">15 (20.0)</td>
<td align="center">18 (24.0)</td>
</tr>
<tr>
<td align="left">&#x2003;Unknown</td>
<td align="center">2 (2.7)</td>
<td align="center">2 (2.7)</td>
</tr>
<tr>
<td align="left">Pathological types</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#x2003;Ductal</td>
<td align="center">59 (78.7)</td>
<td align="center">64 (85.3)</td>
</tr>
<tr>
<td align="left">&#x2003;Lobular</td>
<td align="center">4 (5.3)</td>
<td align="center">4 (5.3)</td>
</tr>
<tr>
<td align="left">&#x2003;Other</td>
<td align="center">12 (16.0)</td>
<td align="center">7 (9.3)</td>
</tr>
<tr>
<td align="left">Histology grade</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#x2003;1</td>
<td align="center">4 (5.3)</td>
<td align="center">7 (9.3)</td>
</tr>
<tr>
<td align="left">&#x2003;2</td>
<td align="center">43 (57.3)</td>
<td align="center">48 (64.0)</td>
</tr>
<tr>
<td align="left">&#x2003;3</td>
<td align="center">28 (37.3)</td>
<td align="center">17 (22.7)</td>
</tr>
<tr>
<td align="left">&#x2003;Unknown</td>
<td align="center">0 (0.0)</td>
<td align="center">3 (4.0)</td>
</tr>
<tr>
<td align="left">Number of pathologically positive lymph nodes</td>
<td align="left"/>
<td rowspan="4" align="center">n/a</td>
</tr>
<tr>
<td align="left">&#x2003;0</td>
<td align="center">53 (70.7)</td>
</tr>
<tr>
<td align="left">&#x2003;1</td>
<td align="center">21 (28.0)</td>
</tr>
<tr>
<td align="left">&#x2003;2</td>
<td align="center">1 (1.3)</td>
</tr>
<tr>
<td align="left">&#x2003;Histopathologic parameters</td>
<td align="left"/>
<td rowspan="7" align="center">n/a</td>
</tr>
<tr>
<td align="left">&#x2003;&#x2003;Tumor-free margins</td>
<td align="center">5 (6.7)</td>
</tr>
<tr>
<td align="left">&#x2003;&#x2003;Perinodal invasion</td>
<td align="center">1 (1.3)</td>
</tr>
<tr>
<td align="left">&#x2003;&#x2003;Necrosis</td>
<td align="center">1 (1.3)</td>
</tr>
<tr>
<td align="left">&#x2003;&#x2003;Vascular invasion</td>
<td align="center">8 (10.7)</td>
</tr>
<tr>
<td align="left">&#x2003;&#x2003;Perineural invasion</td>
<td align="center">1 (1.3)</td>
</tr>
<tr>
<td align="left">&#x2003;&#x2003;Cutaneous involvement</td>
<td align="center">2 (2.7)</td>
</tr>
<tr>
<td align="left">Therapy</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#x2003;Surgery</td>
<td align="center">75 (100.0)</td>
<td align="center">73 (97.3)</td>
</tr>
<tr>
<td align="left">&#x2003;Chemotherapy</td>
<td align="center">56 (74.7)</td>
<td align="center">46 (61.3)</td>
</tr>
<tr>
<td align="left">&#x2003;Radiotherapy</td>
<td align="center">26 (34.7)</td>
<td align="center">32 (42.7)</td>
</tr>
<tr>
<td align="left">&#x2003;Endocrine therapy</td>
<td align="center">51 (68.0)</td>
<td align="center">26 (34.7)</td>
</tr>
<tr>
<td align="left">&#x2003;Anti-HER2 therapy</td>
<td align="center">8 (10.7)</td>
<td align="center">8 (10.7)</td>
</tr>
<tr>
<td align="left">Sites of biopsy</td>
<td rowspan="9" align="center">n/a</td>
<td align="left"/>
</tr>
<tr>
<td align="left">&#x2003;Locoregional recurrence</td>
<td align="center">68 (90.7)</td>
</tr>
<tr>
<td align="left">&#x2003;Local</td>
<td align="center">55</td>
</tr>
<tr>
<td align="left">&#x2003;Lymph node</td>
<td align="center">13</td>
</tr>
<tr>
<td align="left">&#x2003;Distant metastasis</td>
<td align="center">7 (9.3)</td>
</tr>
<tr>
<td align="left">&#x2003;Liver</td>
<td align="center">2</td>
</tr>
<tr>
<td align="left">&#x2003;Lung</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">&#x2003;Bone</td>
<td align="center">3</td>
</tr>
<tr>
<td align="left">&#x2003;Distant skin</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">Histological sample for recurrence/metastasis</td>
<td rowspan="3" align="center">n/a</td>
<td align="left"/>
</tr>
<tr>
<td align="left">&#x2003;Core puncture</td>
<td align="center">4 (5.3)</td>
</tr>
<tr>
<td align="left">&#x2003;Surgical resection</td>
<td align="center">71 (94.7)</td>
</tr>
<tr>
<td align="left">Estrogen receptor</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#x2003;Positive</td>
<td align="center">47 (62.7)</td>
<td align="center">46 (61.3)</td>
</tr>
<tr>
<td align="left">&#x2003;Negative</td>
<td align="center">28 (37.3)</td>
<td align="center">29 (38.7)</td>
</tr>
<tr>
<td align="left">Progesterone receptor</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#x2003;Positive</td>
<td align="center">46 (61.3)</td>
<td align="center">39 (52.0)</td>
</tr>
<tr>
<td align="left">&#x2003;Negative</td>
<td align="center">29 (38.7)</td>
<td align="center">36 (48.0)</td>
</tr>
<tr>
<td align="left">HER2</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#x2003;Positive</td>
<td align="center">15 (20.0)</td>
<td align="center">20 (26.7)</td>
</tr>
<tr>
<td align="left">&#x2003;Negative</td>
<td align="center">57 (76.0)</td>
<td align="center">51 (68.0)</td>
</tr>
<tr>
<td align="left">&#x2003;Uncertain</td>
<td align="center">3 (4.0)</td>
<td align="center">4 (5.3)</td>
</tr>
<tr>
<td align="left">Ki-67 index</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#x2003;Positive</td>
<td align="center">55 (73.3)</td>
<td align="center">58 (77.3)</td>
</tr>
<tr>
<td align="left">&#x2003;Negative</td>
<td align="center">16 (21.3)</td>
<td align="center">11 (14.6)</td>
</tr>
<tr>
<td align="left">&#x2003;Unknown</td>
<td align="center">4 (5.3)</td>
<td align="center">6 (8.0)</td>
</tr>
<tr>
<td align="left">Time after surgery before recurrence/metastasis (months), median (range)</td>
<td rowspan="4" align="center">n/a</td>
<td align="center">37.0 (3.1&#x2013;163.5)</td>
</tr>
<tr>
<td align="left">&#x2003;&#x3c;2&#x20;years</td>
<td align="center">33 (44.0)</td>
</tr>
<tr>
<td align="left">&#x2003;2&#x2013;5&#x20;years</td>
<td align="center">27 (36.0)</td>
</tr>
<tr>
<td align="left">&#x2003;&#x2265;5&#x20;years</td>
<td align="center">15 (20.0)</td>
</tr>
<tr>
<td align="left">Death during the follow-up</td>
<td align="center">2 (2.6)</td>
<td align="left"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn1">
<label>
<sup>a</sup>
</label>
<p>Or specified.</p>
</fn>
<fn>
<p>Abbreviation: ER, estrogen receptor; PR, progesterone receptor; HER2, human epidermal growth factor 2.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The positive expression results for ER, PR, HER2, and Ki-67 expression in the primary and recurrent or metastatic tumors can be found in <xref ref-type="table" rid="T1">Table&#x20;1</xref>. There was no significant statistical difference in these parameters between the primary tumors and the recurrent or metastatic tumors (<italic>p</italic>&#x20;&#x3e;&#x20;0.05).</p>
<p>The shortest interval between surgery and recurrence was 3.1 months, during which the patient underwent modified radical mastectomy after neoadjuvant chemotherapy and developed chest wall recurrence. Two patients died during the follow-up period; one died of brain metastasis and the other died of multiple-organ metastasis.</p>
</sec>
<sec id="s3-2">
<title>Differences in Single Biomarker</title>
<p>Changes in the ER status were observed in seven patients (9.3%), with decreased expression (from a positive to negative status) in four patients and increased expression (from a negative to positive status) in three patients (<xref ref-type="table" rid="T2">Table&#x20;2</xref>). Differences in the PR status were found in 11 patients (14.7%), with decreased PR expression being the most common change (9/11). HER2 alterations were found in 10 patients (10/68, 14.7%), with decreased expression in three patients and increased expression in seven patients. Changes in Ki-67 were observed in 14 patients (14/65, 21.5%), with decreased expression in five patients and increased expression in nine patients. The status of ER, PR, HER2, and Ki-67 expression in the primary tumors and the recurrent or metastatic tumors was identical in only 33 patients.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Differences in ER, PR, HER2, and Ki-67 expression between primary tumor and recurrent/metastatic lesions.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Biomarkers (n)<sup>a</sup>
</th>
<th rowspan="2" align="center">Concordance n (%)</th>
<th colspan="3" align="center">Discordance n (%)</th>
</tr>
<tr>
<th align="center">Negative-positive</th>
<th align="center">Positive-negative</th>
<th align="center">Total</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">ER (75)</td>
<td align="char" char="(">68 (90.7)</td>
<td align="char" char=".">3</td>
<td align="char" char=".">4</td>
<td align="char" char="(">7 (9.3)</td>
</tr>
<tr>
<td align="left">PR (75)</td>
<td align="char" char="(">64 (85.3)</td>
<td align="char" char=".">2</td>
<td align="char" char=".">9</td>
<td align="char" char="(">11 (14.7)</td>
</tr>
<tr>
<td align="left">HER2 (68)</td>
<td align="char" char="(">58 (85.3)</td>
<td align="char" char=".">7</td>
<td align="char" char=".">3</td>
<td align="char" char="(">10 (14.7)</td>
</tr>
<tr>
<td align="left">Ki-67 index (65)</td>
<td align="char" char="(">51 (78.5)</td>
<td align="char" char=".">9</td>
<td align="char" char=".">5</td>
<td align="char" char="(">14 (21.5)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn2">
<label>
<sup>a</sup>
</label>
<p>The number of patients available for the records of the biomarkers.</p>
</fn>
<fn>
<p>Abbreviations: ER, estrogen receptor; PR, progesterone receptor; HER2, human epidermal growth factor 2.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>If 10% was considered the threshold for ER and PR positivity, six results would change from the original positive determination to negative. The discordance rates of ER and PR expression were 10.6% and 18.6%, respectively.</p>
</sec>
<sec id="s3-3">
<title>Differences in Tumor Subtypes</title>
<p>Overall, the subtype of the recurrent/metastatic lesions was different in 11 patients (11/64, 17.2%) (<xref ref-type="table" rid="T3">Table&#x20;3</xref>). The highest discordance rate (66.7%) was observed in patients with Luminal A primary tumors. The recurrent/metastatic lesions changed to the Luminal B subtype in three of these patients and to the TN subtype in one patient. On the contrary, TN primary tumors were the most stable, as no change from the TN subtype to other subtypes was observed. Patients with Luminal B and HER2 primary tumors had discordance rates of 11.8% and 14.3%, respectively.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Changes in subtype between primary tumor and recurrent/metastatic lesions.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" colspan="2" align="left"/>
<th colspan="5" align="center">Recurrent/metastatic tumor, n</th>
<th rowspan="2" align="center">Discordance, n (%)</th>
</tr>
<tr>
<th align="center">Luminal A</th>
<th align="center">Luminal B</th>
<th align="center">HER2</th>
<th align="center">TN</th>
<th align="center">Total</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="5" align="left">Primary tumor, n</td>
<td align="left">Luminal A</td>
<td align="char" char=".">3</td>
<td align="char" char=".">5</td>
<td align="char" char=".">0</td>
<td align="char" char=".">1</td>
<td align="char" char=".">9</td>
<td align="char" char="(">6 (66.7)</td>
</tr>
<tr>
<td align="left">Luminal B</td>
<td align="char" char=".">2</td>
<td align="char" char=".">30</td>
<td align="char" char=".">1</td>
<td align="char" char=".">1</td>
<td align="char" char=".">34</td>
<td align="char" char="(">4 (11.8)</td>
</tr>
<tr>
<td align="left">HER2</td>
<td align="char" char=".">0</td>
<td align="char" char=".">1</td>
<td align="char" char=".">6</td>
<td align="char" char=".">0</td>
<td align="char" char=".">7</td>
<td align="char" char="(">1 (14.3)</td>
</tr>
<tr>
<td align="left">TN</td>
<td align="char" char=".">0</td>
<td align="char" char=".">0</td>
<td align="char" char=".">0</td>
<td align="char" char=".">14</td>
<td align="char" char=".">14</td>
<td align="char" char="(">0 (0)</td>
</tr>
<tr>
<td align="left">Total</td>
<td align="char" char=".">5</td>
<td align="char" char=".">36</td>
<td align="char" char=".">7</td>
<td align="char" char=".">16</td>
<td align="char" char=".">64</td>
<td align="char" char="(">11 (17.2)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Abbreviations: HER2, human epidermal growth factor 2; TN, triple negative.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3-4">
<title>Predictive Factors of Receptor Changes</title>
<p>The relationships between the differences in each biomolecular parameter and the potential predictive factors are shown in <xref ref-type="table" rid="T4">Table&#x20;4</xref>. There were statistical differences between the Luminal A subgroups in primary tumors and discordance (<italic>p</italic>&#x20;&#x3c; 0.05). No significant differences (<italic>p</italic>&#x20;&#x3e; 0.05) in any other biomarkers or tumor subtypes were observed for the potential predictors evaluated (e.g., primary tumor characteristics and therapies).</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Discordant proportion of ER, PR, HER2, and Ki-67 index according to potential predictors.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" colspan="2" align="left">Primary tumor characteristics and therapies</th>
<th colspan="7" align="center">Any discordance</th>
</tr>
<tr>
<th align="center">ER, n (%)</th>
<th align="center">PR, n (%)</th>
<th align="center">HER2, n (%)</th>
<th align="center">Ki-67, n (%)</th>
<th align="center">Luminal A subtype, n (%)</th>
<th align="center">Luminal B, n (%)</th>
<th align="center">HER2 subtype, n (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="3" align="left">ER&#x2b;</td>
<td align="left">Yes (n &#x3d; 47)</td>
<td align="center">4 (8.5)</td>
<td align="center">11 (23.4)</td>
<td align="center">9 (19.1)</td>
<td align="center">11 (23.4)</td>
<td align="center">6 (12.8)</td>
<td align="center">3 (6.4)</td>
<td align="center">1 (2.1)</td>
</tr>
<tr>
<td align="left">No (n &#x3d; 28)</td>
<td align="center">3 (10.7)</td>
<td align="center">0</td>
<td align="center">1 (3.6)</td>
<td align="center">3 (10.7)</td>
<td align="center">0</td>
<td align="center">1 (3.6)</td>
<td align="center">0</td>
</tr>
<tr>
<td align="left">
<italic>p</italic> value</td>
<td align="center">1<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">0.015</td>
<td align="center">0.117</td>
<td align="center">0.228</td>
<td align="center">0.078<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">1<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">1<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
</tr>
<tr>
<td rowspan="3" align="left">PR&#x2b;</td>
<td align="center">Yes (n &#x3d; 46)</td>
<td align="center">5 (10.9)</td>
<td align="center">9 (19.6)</td>
<td align="center">9 (19.6)</td>
<td align="center">11 (23.9)</td>
<td align="center">6 (13.0)</td>
<td align="center">2 (4.3)</td>
<td align="center">0</td>
</tr>
<tr>
<td align="left">No (n &#x3d; 29)</td>
<td align="center">2 (6.9)</td>
<td align="center">2 (6.9)</td>
<td align="center">1 (3.4)</td>
<td align="center">3 (10.3)</td>
<td align="center">0</td>
<td align="center">2 (6.9)</td>
<td align="center">1 (3.4)</td>
</tr>
<tr>
<td align="left">
<italic>p</italic> value</td>
<td align="center">0.7<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">0.24</td>
<td align="center">0.099</td>
<td align="center">0.224</td>
<td align="center">0.076<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">0.638<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">0.387<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
</tr>
<tr>
<td rowspan="3" align="left">HER2&#x2b;</td>
<td align="left">Yes (n &#x3d; 15)</td>
<td align="center">1 (6.7)</td>
<td align="center">3 (20.0)</td>
<td align="center">3 (20.0)</td>
<td align="center">4 (26.7)</td>
<td align="center">0</td>
<td align="center">1 (6.7)</td>
<td align="center">1 (6.7)</td>
</tr>
<tr>
<td align="left">No (n &#x3d; 57)</td>
<td align="center">6 (10.5)</td>
<td align="center">8 (14.0)</td>
<td align="center">7 (12.3)</td>
<td align="center">9 (15.8)</td>
<td align="center">6 (10.5)</td>
<td align="center">3 (5.3)</td>
<td align="center">0</td>
</tr>
<tr>
<td align="left">
<italic>p</italic> value</td>
<td align="center">1</td>
<td align="center">0.867</td>
<td align="center">0.727</td>
<td align="center">0.55</td>
<td align="center">0.333<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">1<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">0.208<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
</tr>
<tr>
<td rowspan="3" align="left">Ki-67&#x2b;</td>
<td align="left">Yes (n &#x3d; 55)</td>
<td align="center">3 (5.5)</td>
<td align="center">8 (14.5)</td>
<td align="center">7 (12.7)</td>
<td align="center">9 (16.4)</td>
<td align="center">4 (7.3)</td>
<td align="center">4 (7.3)</td>
<td align="center">1 (1.8)</td>
</tr>
<tr>
<td align="left">No (n &#x3d; 16)</td>
<td align="center">2 (12.5)</td>
<td align="center">2 (12.5)</td>
<td align="center">2 (12.5)</td>
<td align="center">5 (31.3)</td>
<td align="center">1 (6.3)</td>
<td align="center">0</td>
<td align="center">0</td>
</tr>
<tr>
<td align="left">
<italic>p</italic> value</td>
<td align="center">0.314<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">1</td>
<td align="center">1</td>
<td align="center">0.337</td>
<td align="center">1<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">0.568<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">1<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
</tr>
<tr>
<td rowspan="3" align="left">Luminal A subtype</td>
<td align="left">Yes (n &#x3d; 10)</td>
<td align="center">2 (20.0)</td>
<td align="center">2 (20.0)</td>
<td align="center">1 (10.0)</td>
<td align="center">3 (30.0)</td>
<td align="center">6 (60.0)</td>
<td align="center">0</td>
<td align="center">0</td>
</tr>
<tr>
<td align="left">No (n &#x3d; 60)</td>
<td align="center">4 (6.7)</td>
<td align="center">8 (13.3)</td>
<td align="center">9 (15.0)</td>
<td align="center">10 (16.7)</td>
<td align="center">0</td>
<td align="center">4 (6.7)</td>
<td align="center">1 (1.7)</td>
</tr>
<tr>
<td align="left">
<italic>p</italic> value</td>
<td align="center">0.202<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">0.944</td>
<td align="center">1</td>
<td align="center">0.572</td>
<td align="center">0.000002</td>
<td align="center">1<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">1<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
</tr>
<tr>
<td rowspan="3" align="left">Luminal B subtype</td>
<td align="left">Yes (n &#x3d; 39)</td>
<td align="center">3 (7.7)</td>
<td align="center">8 (20.5)</td>
<td align="center">9 (23.1)</td>
<td align="center">7 (17.9)</td>
<td align="center">0</td>
<td align="center">4 (10.3)</td>
<td align="center">0</td>
</tr>
<tr>
<td align="left">No (n &#x3d; 31)</td>
<td align="center">3 (9.7)</td>
<td align="center">2 (6.5)</td>
<td align="center">1 (3.2)</td>
<td align="center">6 (19.4)</td>
<td align="center">6 (19.4)</td>
<td align="center">0</td>
<td align="center">1 (3.2)</td>
</tr>
<tr>
<td align="left">
<italic>p</italic> value</td>
<td align="center">1<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">0.185</td>
<td align="center">0.044</td>
<td align="center">0.881</td>
<td align="center">0.006<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">0.124<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">0.443<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
</tr>
<tr>
<td rowspan="3" align="left">HER2 subtype</td>
<td align="left">Yes (n &#x3d; 7)</td>
<td align="center">1 (14.3)</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">2 (28.6)</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">1 (14.3)</td>
</tr>
<tr>
<td align="left">No (n &#x3d; 63)</td>
<td align="center">5 (7.9)</td>
<td align="center">10 (15.9)</td>
<td align="center">10 (15.9)</td>
<td align="center">11 (17.5)</td>
<td align="center">6 (9.5)</td>
<td align="center">4 (6.3)</td>
<td align="center">0</td>
</tr>
<tr>
<td align="left">
<italic>p</italic> value</td>
<td align="center">0.482<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">0.582<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">0.582<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">0.838</td>
<td align="center">1<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">1<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">0.1<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
</tr>
<tr>
<td rowspan="3" align="left">TN subtype</td>
<td align="left">Yes (n &#x3d; 14)</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">1 (7.1)</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">0</td>
</tr>
<tr>
<td align="left">No (n &#x3d; 56)</td>
<td align="center">6 (10.7)</td>
<td align="center">10 (17.9)</td>
<td align="center">10 (17.9)</td>
<td align="center">12 (21.4)</td>
<td align="center">6 (10.7)</td>
<td align="center">4 (7.1)</td>
<td align="center">1 (1.8)</td>
</tr>
<tr>
<td align="left">
<italic>p</italic> value</td>
<td align="center">0.455</td>
<td align="center">0.2</td>
<td align="center">0.2</td>
<td align="center">0.398</td>
<td align="center">0.337</td>
<td align="center">0.577<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">1<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
</tr>
<tr>
<td rowspan="3" align="left">Histopathologic parameters</td>
<td align="left">Yes (n &#x3d; 18)</td>
<td align="center">3 (16.7)</td>
<td align="center">3 (16.7)</td>
<td align="center">3 (16.7)</td>
<td align="center">3 (16.7)</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">1 (5.6)</td>
</tr>
<tr>
<td align="left">No (n &#x3d; 57)</td>
<td align="center">4 (7.0)</td>
<td align="center">8 (14.0)</td>
<td align="center">7 (12.3)</td>
<td align="center">11 (19.3)</td>
<td align="center">6 (10.5)</td>
<td align="center">4 (7.0)</td>
<td align="center">0</td>
</tr>
<tr>
<td align="left">
<italic>p</italic> value</td>
<td align="center">0.446</td>
<td align="center">1</td>
<td align="center">0.937</td>
<td align="center">1</td>
<td align="center">0.326<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">0.567<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">0.24<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
</tr>
<tr>
<td rowspan="3" align="left">Relapse site</td>
<td align="left">LR (n &#x3d; 68)</td>
<td align="center">7 (10.3)</td>
<td align="center">9 (13.2)</td>
<td align="center">8 (11.8)</td>
<td align="center">13 (19.1)</td>
<td align="center">6 (8.9)</td>
<td align="center">3 (4.4)</td>
<td align="center">1 (1.4)</td>
</tr>
<tr>
<td align="left">DM (n &#x3d; 7)</td>
<td align="center">0</td>
<td align="center">2 (28.6)</td>
<td align="center">2 (28.6)</td>
<td align="center">1 (14.3)</td>
<td align="center">0</td>
<td align="center">1 (14.3)</td>
<td align="center">0</td>
</tr>
<tr>
<td align="left">
<italic>p</italic> value</td>
<td align="center">1<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">0.595</td>
<td align="center">0.233<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">1<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">1<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">0.330<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">1<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
</tr>
<tr>
<td rowspan="3" align="left">Chemotherapy</td>
<td align="left">Yes (n &#x3d; 56)</td>
<td align="center">5 (8.9)</td>
<td align="center">10 (17.9)</td>
<td align="center">8 (14.3)</td>
<td align="center">11 (19.6)</td>
<td align="center">4 (7.1)</td>
<td align="center">3 (5.4)</td>
<td align="center">1 (1.8)</td>
</tr>
<tr>
<td align="left">No (n &#x3d; 19)</td>
<td align="center">2 (10.5)</td>
<td align="center">1 (5.3)</td>
<td align="center">2 (10.5)</td>
<td align="center">3 (15.8)</td>
<td align="center">2 (10.5)</td>
<td align="center">1 (5.3)</td>
<td align="center">0</td>
</tr>
<tr>
<td align="left">
<italic>p</italic> value</td>
<td align="center">1</td>
<td align="center">0.334</td>
<td align="center">0.979</td>
<td align="center">0.975</td>
<td align="center">0.64<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">1<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">1<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
</tr>
<tr>
<td rowspan="3" align="left">Radiotherapy</td>
<td align="left">Yes (n &#x3d; 26)</td>
<td align="center">4 (15.4)</td>
<td align="center">2 (7.7)</td>
<td align="center">2 (7.7)</td>
<td align="center">3 (11.5)</td>
<td align="center">0</td>
<td align="center">1 (3.8)</td>
<td align="center">0</td>
</tr>
<tr>
<td align="left">No (n &#x3d; 49)</td>
<td align="center">3 (6.1)</td>
<td align="center">9 (18.4)</td>
<td align="center">8 (16.3)</td>
<td align="center">11 (22.4)</td>
<td align="center">6 (12.2)</td>
<td align="center">3 (6.1)</td>
<td align="center">1 (2.0)</td>
</tr>
<tr>
<td align="left">
<italic>p</italic> value</td>
<td align="center">0.371</td>
<td align="center">0.368</td>
<td align="center">0.490</td>
<td align="center">0.399</td>
<td align="center">0.087<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">1<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">1<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
</tr>
<tr>
<td rowspan="3" align="left">Endocrine therapy</td>
<td align="left">Yes (n &#x3d; 51)</td>
<td align="center">6 (11.8)</td>
<td align="center">11 (21.6)</td>
<td align="center">9 (17.6)</td>
<td align="center">12 (23.5)</td>
<td align="center">6 (11.8)</td>
<td align="center">3 (5.9)</td>
<td align="center">0</td>
</tr>
<tr>
<td align="left">No (n &#x3d; 24)</td>
<td align="center">1 (4.2)</td>
<td align="center">0</td>
<td align="center">1 (4.2)</td>
<td align="center">2 (8.3)</td>
<td align="center">0</td>
<td align="center">1 (4.2)</td>
<td align="center">1 (4.2)</td>
</tr>
<tr>
<td align="left">
<italic>p</italic> value</td>
<td align="center">0.803</td>
<td align="center">0.126</td>
<td align="center">0.42</td>
<td align="center">0.476</td>
<td align="center">0.328<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">1<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">0.253<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
</tr>
<tr>
<td rowspan="3" align="left">Anti-HER2 therapy</td>
<td align="left">Yes (n &#x3d; 8)</td>
<td align="center">1 (12.5)</td>
<td align="center">0</td>
<td align="center">1 (12.5)</td>
<td align="center">2 (25.0)</td>
<td align="center">0</td>
<td align="center">1 (12.5)</td>
<td align="center">1 (12.5)</td>
</tr>
<tr>
<td align="left">No (n &#x3d; 67)</td>
<td align="center">6 (9.0)</td>
<td align="center">11 (16.4)</td>
<td align="center">9 (13.4)</td>
<td align="center">12 (17.9)</td>
<td align="center">6 (9.0)</td>
<td align="center">3 (4.5)</td>
<td align="center">0</td>
</tr>
<tr>
<td align="left">
<italic>p</italic> value</td>
<td align="center">0.562<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">0.476</td>
<td align="center">1</td>
<td align="center">0.995</td>
<td align="center">1<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">0.369<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">0.107<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn3">
<label>
<sup>a</sup>
</label>
<p>Fisher&#x27;s test; Abbreviations: ER, estrogen receptor; PR, progesterone receptor; HER2, human epidermal growth factor 2; LR, locoregional recurrence, DM, distant metastasis.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3-5">
<title>Clinical Impact</title>
<p>At the primary diagnosis, three patients in the HER2-positive group did not receive anti-HER2 therapy because the tumor was less than 1&#xa0;cm with negative lymph nodes and four patients did not receive the therapy because of economic or personal reasons. After recurrence, eight patients did not receive anti-HER2 therapy because of chest wall recurrence and four did not receive the therapy because of economic or personal reasons.</p>
<p>Among 18 patients (24.0%, 18/75) with ER/PR expression changes and 10 patients (13.3%, 10/75) with HER2 expression changes, treatments based on the recurrent receptor status were applied for 25 patients (89.3%, 25/28). The treatment for three out of five patients with ER or PR changes from negative to positive was adjusted to endocrine therapy; three received additional chemotherapy and one received additional radiotherapy. Four out of 13 patients with ER or PR changes from positive to negative received chemotherapy after biopsy, eight discontinued endocrine therapy, and one received additional radiotherapy. One patient with HER2 change from negative to positive received anti-HER2 treatment, three received additional endocrine treatment, and two received additional radiotherapy. The treatment for 69 patients was altered after recurrence or metastasis and 66 of these patients remained recurrence-free after resection of the recurrent lesions.</p>
</sec>
<sec id="s3-6">
<title>Survival Analysis</title>
<p>The Kaplan&#x2013;Meier survival curves for PFS in the patients can be found in <xref ref-type="fig" rid="F1">Figures 1</xref>&#x2013;<xref ref-type="fig" rid="F4">4</xref>. The PFS was compared according to the discordance vs. accordance of the receptors, negative to positive (gain) vs. an unchanged positive result for the receptor, and positive to negative (loss) vs. an unchanged negative result for the receptor. A significant difference was found between patients with PR loss and those with an unchanged negative PR result (<italic>p</italic>&#x20;&#x3d;&#x20;0.020). There was no statistically significant difference in any of the other parameters evaluated (<italic>p</italic>&#x20;&#x3e;&#x20;0.05).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Kaplan&#x2013;Meier survival curves for progression-free survival (PFS) in patients with recurrent/metastatic breast cancer. <bold>(A)</bold> Stratified for ER concordance vs. discordance. <bold>(B)</bold> Stratified for ER change from negative to positive vs. unchanged ER-positivity. <bold>(C)</bold> Stratified for ER change from positive to negative vs. unchanged ER-negativity.</p>
</caption>
<graphic xlink:href="pore-27-599894-g001.tif"/>
</fig>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Kaplan&#x2013;Meier survival curves for progression-free survival (PFS) in patients with recurrent/metastatic breast cancer. <bold>(A)</bold> Stratified for PR concordance vs. discordance. <bold>(B)</bold> Stratified for PR change from negative to positive vs. unchanged PR-positivity. <bold>(C)</bold> Stratified for PR change from positive to negative vs. unchanged PR-negativity.</p>
</caption>
<graphic xlink:href="pore-27-599894-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Kaplan&#x2013;Meier survival curves for progression-free survival (PFS) in patients with recurrent/metastatic breast cancer. <bold>(A)</bold> Stratified for HER2 concordance vs. discordance. <bold>(B)</bold> Stratified for HER2 change from negative to positive vs. unchanged HER2-positivity. <bold>(C)</bold> Stratified for HER2 change from positive to negative vs. unchanged HER2-negativity.</p>
</caption>
<graphic xlink:href="pore-27-599894-g003.tif"/>
</fig>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Kaplan&#x2013;Meier survival curves in patients with recurrent/metastatic breast cancer for progression-free survival (PFS). <bold>(A)</bold> Stratified for Ki-67 concordance vs. discordance. <bold>(B)</bold> Stratified for Ki-67 change from negative to positive vs. unchanged Ki-67-positivity. <bold>(C)</bold> Stratified for Ki-67 change from positive to negative vs. unchanged Ki-67-negativity.</p>
</caption>
<graphic xlink:href="pore-27-599894-g004.tif"/>
</fig>
<p>There was a statistical difference in the PFS of patients according to the subtype of the primary breast cancer (<italic>p</italic>&#x20;&#x3d;&#x20;0.0001). However, no statistical difference in PFS according to the subtype of the recurrent or metastatic breast cancer was found (<italic>p</italic>&#x20;&#x3e; 0.05) (<xref ref-type="fig" rid="F5">Figure&#x20;5</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Progression-free survival (PFS) in different groups. <bold>(A)</bold> Relationship between PFS and the subtype of primary breast cancer. <bold>(B)</bold> Relationship between PFS and the subtype of recurrent or metastatic breast cancer. <bold>(C)</bold> Relationship between PFS and the stage of primary breast cancer. <bold>(D)</bold> Relationship between PFS and the lymph node status during surgery.</p>
</caption>
<graphic xlink:href="pore-27-599894-g005.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>In the present study, we evaluated 75 patients with primary early stage breast cancer who developed recurrence or metastasis after systemic therapy and no relapses developed under chemotherapy or radiotherapy. Differences in ER, PR, HER2, and Ki-67 expression between the primary and recurrent/metastatic tumors were observed in 9.3%, 14.7%, 14.7%, and 21.5% of patients, respectively. Luminal A, Luminal B, HER2, and TN primary tumors changed to a different subtype in 66.7%, 11.8%, 14.3%, and 0% of patients, respectively. According to the regression analysis results, no significant factors predicted the changes observed. Among 69 patients whose treatments were modified after recurrence or metastasis, 66 patients remained recurrence-free after resection of the recurrent lesions. Changes in most of the evaluated receptors did not impact the PFS of the patients, except among patients with PR loss, who had better PFS (<italic>p</italic>&#x20;&#x3d; 0.020) than those with unchanged negative PR results. Although there was a statistical difference in PFS according to the subtype of the primary breast cancer (<italic>p</italic>&#x20;&#x3d; 0.0001), no statistical difference in PFS according to the subtypes of recurrent or metastatic breast cancer was found (<italic>p</italic>&#x20;&#x3e;&#x20;0.05).</p>
<p>The discordance of ER, PR, and HER2 expression between primary tumors and recurrent or metastatic tumors have been widely reported and theories regarding the mechanism underlying these changes include the variability of detection performance, tumor heterogeneity, the organ microenvironment, and biological evolution [<xref ref-type="bibr" rid="B27">27</xref>&#x2013;<xref ref-type="bibr" rid="B29">29</xref>]. Another hypothesis is that a small number of cancer cells are prone to recurrence or metastasis and these cells may not be detectable at the initial diagnosis of primary breast cancer [<xref ref-type="bibr" rid="B27">27</xref>,&#x20;<xref ref-type="bibr" rid="B30">30</xref>].</p>
<p>Several previous studies have reported differences in the biomolecular characteristics of primary breast cancer and recurrent/metastatic lesions ([<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B31">31</xref>&#x2013;<xref ref-type="bibr" rid="B38">38</xref>]). In the present study, the discordance rate for ER expression was 9.3% (7/75), which was slightly lower than that (10.3&#x2013;30.4%) reported for patients with all-stage breast cancer in previous studies. Earlier reports of the discordant rate for PR expression ranged from 16.0% to 54.3%, which is much higher than the 14.7% in our cohort (11/75). However, our results for the HER2 receptor (14.7%, 10/68) are similar to those reported in previous studies (8.3&#x2013;27.0%). In our study, the hormone receptor status for more than 85% of patients with early stage breast cancer remained the same, suggesting the initial endocrine therapy will continue to&#x20;work.</p>
<p>Different molecular subtypes for breast cancer have different prognoses [<xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B40">40</xref>]. In the present study, 11 patients (11/64, 17.2%) presented with different subtypes for the recurrent/metastatic lesions. TN primary tumors were the most consistent (accordance rate 100%), whereas the discordant rate for Luminal A tumors was the highest (66.7%). The high rate of discordance in Luminal A tumors was primarily due to reduced ER or PR expression and changes in the HER2 and Ki-67 expression from a negative to a positive status when recurrence or metastasis occurred. The subtype changes observed in this study were similar to those in previous studies [<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B31">31</xref>]. Breast cancer is a heterogeneous disease and understanding the stratification within the tumor is paramount to achieving better clinical outcomes [<xref ref-type="bibr" rid="B41">41</xref>]. The genomic heterogeneity of metastatic breast cancer explains why the receptor status measured exclusively in the primary tumor may not be sufficiently informative for predicting the patient&#x27;s responsiveness to therapy [<xref ref-type="bibr" rid="B42">42</xref>]. We are convinced that a better understanding of the composition and evolution of tumors in the course of progression and treatment can improve patient management [<xref ref-type="bibr" rid="B43">43</xref>]. In this study, PFS was lowest among patients with HER2-positive primary breast cancer. However, although there was a statistical difference in the PFS according to the subtype of the primary breast cancer (<italic>p</italic>&#x20;&#x3d; 0.0001), no statistical difference in the PFS according to the subtype of recurrent or metastatic breast cancer was found (<italic>p</italic>&#x20;&#x3e; 0.05). The results may be due to the adaptation of treatment over time according to changes in the molecular receptors.</p>
<p>Locoregional relapse is biologically different from distant relapse for breast cancer. In the present study, we only had seven cases of distant metastases. The highest ratio of &#x201c;any discordance&#x201d; in PR and HER2 expression was found in the distant metastases group. Due to the limited number of distant metastases, we did not perform subgroup analysis accordingly. However, the difference between locoregional relapse and distant metastases on the topic is worth exploring in the future.</p>
<p>Researchers are still investigating the possible reasons (e.g., genetic heterogeneity, chemoradiotherapy effect, etc.) for differences in receptor expression between primary and recurrent/metastatic tumors [<xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B44">44</xref>&#x2013;<xref ref-type="bibr" rid="B46">46</xref>]. Several researchers have proposed potential predictors (e.g., chemotherapy, relapse site, etc.) for these differences ([<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B37">37</xref>]). However, no confirmed conclusion has been reached to date. In our analysis, no specific factor was identified in the 75 patients that could predict changes in the expression of any of the receptors evaluated (<italic>p</italic>&#x20;&#x3e; 0.05). Studies with a larger scale are needed to fill the knowledge gap in the future.</p>
<p>There are different guidelines for the management of breast cancer recurrence or metastasis, but all guidelines recommend confirming the receptor status of the tumor [<xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B47">47</xref>&#x2013;<xref ref-type="bibr" rid="B49">49</xref>]. In practice, it is difficult to obtain the receptor information for recurrent and metastatic lesions primarily due to a lack of willingness and the physical condition of the patient, the location of metastasis, and technical limitations [<xref ref-type="bibr" rid="B50">50</xref>]. Among 69 patients for whom the treatment was altered after recurrence or metastasis, 66 patients remained recurrence-free after resection of the recurrent lesions. Therefore, we suggest obtaining information on recurrent or metastatic tumors by biopsy and puncture. This ensures an accurate determination of recurrent or metastatic disease and tumor histology and allows for biomarker determination as well as the selection of appropriate treatment [<xref ref-type="bibr" rid="B12">12</xref>,&#x20;<xref ref-type="bibr" rid="B27">27</xref>].</p>
<p>At present, ER, PR, and HER2 status is assessed in primary breast carcinomas as part of the standard clinical procedures. However, various treatments affect the residual tumor cells in different ways. Herein, whole-genome sequence data suggest that disseminated tumor cells arise from sub-clonal populations of cells in the primary tumor and undergo further sequence evolution after dissemination [<xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B51">51</xref>, <xref ref-type="bibr" rid="B52">52</xref>]. In the course of disease development, biomarkers can change, genetic variation may occur, and significant molecular differences with therapeutic implications may appear between primary tumors and the circulating tumor cells [<xref ref-type="bibr" rid="B53">53</xref>, <xref ref-type="bibr" rid="B54">54</xref>]. What is believed to be an &#x201c;intrinsic subtype&#x201d; also seems dynamic or, more precisely, pseudo-dynamic, and classifications based on immunohistochemistry are also similarly influenced [<xref ref-type="bibr" rid="B55">55</xref>]. Identification of the most appropriate strategies and their implementation in the clinic will prove highly challenging and necessitate the adoption of radical new practices for the optimal clinical management of breast malignancies. DNA microarrays and next-generation sequencing are currently providing valuable insight into intratumor and intratumor heterogeneity [<xref ref-type="bibr" rid="B56">56</xref>]. Further clinical studies on the genomic level should be initiated for early-stage breast cancer patients with recurrence and metastasis.</p>
<p>To our knowledge, this is one of the largest studies conducted in one research center to evaluate early-stage breast cancer patients with recurrence or metastasis after systemic therapy and differences in immunohistochemical markers between the primary tumor and recurrent or metastatic tumors. However, there are several limitations. First, there is selection and information bias in this study due to the long-term retrospective nature. Second, because the study was performed in one hospital, the external validity is limited. Third, although we differentiated between new ipsilateral primary and recurrent tumors using the pathological morphology, grade, and subtypes, the accuracy could not be confirmed by genomic hybridization. This was a limitation and a possible explanation for mismatches. Lastly, although this is the most extensive study comparing differences between primary and recurrent/metastatic tumors in early stage breast cancer patients at one center in China, the sample size of 75 may not have enough power for all types of analyses. A future multicenter study with a large scale on this topic is necessary.</p>
<p>For patients with early-stage breast cancer, the ER, PR, HER2, and Ki-67 expression profile for recurrence/metastasis does not always match that of the primary tumor. After adjusting treatment according to the receptor status of recurrent/metastatic lesions, most patients remained progression-free during the follow-up period. Therefore, the reassessment of the biomolecular status of recurrent/metastatic tumors and appropriate modification of the treatment strategy is suggested.</p>
</sec>
</body>
<back>
<sec id="s5">
<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">
<title>Ethics Statement</title>
<p>The protocol of this study was approved by the Institutional Review Board of Peking Union Medical College Hospital (PUMCH) (No. S-K1306). Written informed consent for participation was not required for this study in accordance with the national legislation and the institutional requirements.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>Concept and design: FM, QS; Acquisition, analysis, or interpretation of data: LP, ZZ, and JZ; Drafting of the manuscript: LP, ZZ, and DZ; Critical revision of the manuscript for important intellectual content: FM and QS; Statistical analysis: LP and ZZ; Obtained funding: LP; QS had full access to all of the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis. All authors read and approved the final manuscript.</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<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>
<ack>
<p>We would like to express our gratitude to Mr. Yong-Shen Jing who helped us edit pictures.</p>
</ack>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sancho-Garnier</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Colonna</surname>
<given-names>M.</given-names>
</name>
</person-group> <article-title>&#xc9;pid&#xe9;miologie des cancers du sein</article-title>. <source>La Presse M&#xe9;dicale</source> (<year>2019</year>) <volume>48</volume>(<issue>10</issue>):<fpage>1076</fpage>&#x2013;<lpage>84</lpage>. <pub-id pub-id-type="doi">10.1016/j.lpm.2019.09.022</pub-id> </citation>
</ref>
<ref id="B2">
<label>2.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>ML</given-names>
</name>
<name>
<surname>Peng</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>CX</given-names>
</name>
<name>
<surname>Gong</surname>
<given-names>YM</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>SW</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>WQ</given-names>
</name>
<etal/>
</person-group> <article-title>[Report of breast cancer incidence and mortality in China registry regions, 2008-2012]</article-title>. <source>Zhonghua Zhong Liu Za Zhi</source> (<year>2019</year>) <volume>41</volume>(<issue>4</issue>):<fpage>315</fpage>&#x2013;<lpage>20</lpage>. <pub-id pub-id-type="doi">10.3760/cma.j.issn.0253-3766.2019.04.013</pub-id> </citation>
</ref>
<ref id="B3">
<label>3.</label>
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Street</surname>
<given-names>W</given-names>
</name>
</person-group>. <source>Cancer facts &#x26; Figures 2019</source>. <publisher-loc>Atlanta</publisher-loc>: <source>Am Cancer Soc</source> (<year>2018</year>). <fpage>76</fpage>.</citation>
</ref>
<ref id="B4">
<label>4.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Akram</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Iqbal</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Daniyal</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Khan</surname>
<given-names>AU.</given-names>
</name>
</person-group> <article-title>Awareness and current knowledge of breast cancer</article-title>. <source>Biol Res</source> (<year>2017</year>) <volume>50</volume>(<issue>1</issue>):<fpage>33</fpage>. <pub-id pub-id-type="doi">10.1186/s40659-017-0140-9</pub-id> </citation>
</ref>
<ref id="B5">
<label>5.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lambert</surname>
<given-names>AW</given-names>
</name>
<name>
<surname>Pattabiraman</surname>
<given-names>DR</given-names>
</name>
<name>
<surname>Weinberg</surname>
<given-names>RA.</given-names>
</name>
</person-group> <article-title>Emerging biological principles of metastasis</article-title>. <source>Cell</source> (<year>2017</year>) <volume>168</volume>(<issue>4</issue>):<fpage>670</fpage>&#x2013;<lpage>91</lpage>. <pub-id pub-id-type="doi">10.1016/j.cell.2016.11.037</pub-id> </citation>
</ref>
<ref id="B6">
<label>6.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ginsburg</surname>
<given-names>O</given-names>
</name>
<name>
<surname>Yip</surname>
<given-names>CH</given-names>
</name>
<name>
<surname>Brooks</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Cabanes</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Caleffi</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Dunstan Yataco</surname>
<given-names>JA</given-names>
</name>
<etal/>
</person-group> <article-title>Breast cancer early detection: a phased approach to implementation</article-title>. <source>Cancer</source> (<year>2020</year>) <volume>126</volume>(<issue>S10</issue>):<fpage>2379</fpage>&#x2013;<lpage>93</lpage>. <pub-id pub-id-type="doi">10.1002/cncr.32887</pub-id> </citation>
</ref>
<ref id="B7">
<label>7.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Redig</surname>
<given-names>AJ</given-names>
</name>
<name>
<surname>McAllister</surname>
<given-names>SS.</given-names>
</name>
</person-group> <article-title>Breast cancer as a systemic disease: a view of metastasis</article-title>. <source>J&#x20;Intern Med</source> (<year>2013</year>) <volume>274</volume>(<issue>2</issue>):<fpage>113</fpage>&#x2013;<lpage>26</lpage>. <pub-id pub-id-type="doi">10.1111/joim.12084</pub-id> </citation>
</ref>
<ref id="B8">
<label>8.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Anand</surname>
<given-names>AS</given-names>
</name>
<name>
<surname>Velayudhan</surname>
<given-names>ST.</given-names>
</name>
</person-group> <article-title>Discordance of estrogen &#x26; progesterone receptors after neoadjuvant chemotherapy in breast cancer- an Indian study</article-title>. <source>Indian J&#x20;Surg Oncol</source> (<year>2016</year>) <volume>7</volume>(<issue>3</issue>):<fpage>316</fpage>&#x2013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1007/s13193-016-0515-3</pub-id> </citation>
</ref>
<ref id="B9">
<label>9.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ilgun</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Sarsenov</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Erdogan</surname>
<given-names>Z</given-names>
</name>
<name>
<surname>Ordu</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Celebi</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Nur Pilanci</surname>
<given-names>K</given-names>
</name>
<etal/>
</person-group> <article-title>Receptor discordance rate and its effects on survival in primary and recurrent breast cancer patients</article-title>. <source>J&#x20;Buon</source> (<year>2016</year>) <volume>21</volume>(<issue>6</issue>):<fpage>1425</fpage>&#x2013;<lpage>32</lpage> PMID: 28039703. </citation>
</ref>
<ref id="B10">
<label>10.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kutomi</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Mizuguchi</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Satomi</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Maeda</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Shima</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Kimura</surname>
<given-names>Y</given-names>
</name>
<etal/>
</person-group> <article-title>Current status of the prognostic molecular biomarkers in breast cancer: a systematic review</article-title>. <source>Oncol Lett</source> (<year>2017</year>) <volume>13</volume>(<issue>3</issue>):<fpage>1491</fpage>&#x2013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.3892/ol.2017.5609</pub-id> </citation>
</ref>
<ref id="B11">
<label>11.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Watkins</surname>
<given-names>EJ.</given-names>
</name>
</person-group> <article-title>Overview of breast cancer</article-title>. <source>Jaapa</source> (<year>2019</year>) <volume>32</volume>(<issue>10</issue>):<fpage>13</fpage>&#x2013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.1097/01.JAA.0000580524.95733.3d</pub-id> </citation>
</ref>
<ref id="B12">
<label>12.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dieci</surname>
<given-names>MV</given-names>
</name>
<name>
<surname>Barbieri</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Piacentini</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Ficarra</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Bettelli</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Dominici</surname>
<given-names>M</given-names>
</name>
<etal/>
</person-group> <article-title>Discordance in receptor status between primary and recurrent breast cancer has a prognostic impact: a single-institution analysis</article-title>. <source>Ann Oncol</source> (<year>2013</year>) <volume>24</volume>(<issue>1</issue>):<fpage>101</fpage>&#x2013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1093/annonc/mds248</pub-id> </citation>
</ref>
<ref id="B13">
<label>13.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Berghuis</surname>
<given-names>AMS</given-names>
</name>
<name>
<surname>van Deurzen</surname>
<given-names>CHM</given-names>
</name>
<name>
<surname>Koffijberg</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Terstappen</surname>
<given-names>LWMM</given-names>
</name>
<name>
<surname>Sleijfer</surname>
<given-names>S</given-names>
</name>
<name>
<surname>IJzerman</surname>
<given-names>MJ.</given-names>
</name>
</person-group> <article-title>Real-world data on discordance between estrogen, progesterone, and HER2 receptor expression on diagnostic tumor biopsy versus tumor resection material</article-title>. <source>Breast Cancer Res Treat</source> (<year>2019</year>) <volume>175</volume>(<issue>2</issue>):<fpage>451</fpage>&#x2013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1007/s10549-019-05141-y</pub-id> </citation>
</ref>
<ref id="B14">
<label>14.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Matsumoto</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Jinno</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Murata</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Seki</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Takahashi</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Hayashida</surname>
<given-names>T</given-names>
</name>
<etal/>
</person-group> <article-title>Prognostic implications of receptor discordance between primary and recurrent breast cancer</article-title>. <source>Int J&#x20;Clin Oncol</source> (<year>2015</year>) <volume>20</volume>(<issue>4</issue>):<fpage>701</fpage>&#x2013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1007/s10147-014-0759-2</pub-id> </citation>
</ref>
<ref id="B15">
<label>15.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yeung</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Hilton</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Clemons</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Mazzarello</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Hutton</surname>
<given-names>B</given-names>
</name>
<name>
<surname>Haggar</surname>
<given-names>F</given-names>
</name>
<etal/>
</person-group> <article-title>Estrogen, progesterone, and HER2/neu receptor discordance between primary and metastatic breast tumours-a review</article-title>. <source>Cancer Metastasis Rev</source> (<year>2016</year>) <volume>35</volume>(<issue>3</issue>):<fpage>427</fpage>&#x2013;<lpage>37</lpage>. <pub-id pub-id-type="doi">10.1007/s10555-016-9631-3</pub-id> </citation>
</ref>
<ref id="B16">
<label>16.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yao</surname>
<given-names>Z-x.</given-names>
</name>
<name>
<surname>Lu</surname>
<given-names>L-j.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>R-j.</given-names>
</name>
<name>
<surname>Jin</surname>
<given-names>L-b.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>S-c.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>H-y.</given-names>
</name>
<etal/>
</person-group> <article-title>Discordance and clinical significance of ER, PR, and HER2 status between primary breast cancer and synchronous axillary lymph node metastasis</article-title>. <source>Med Oncol</source> (<year>2014</year>) <volume>31</volume>(<issue>1</issue>):<fpage>798</fpage>. <pub-id pub-id-type="doi">10.1007/s12032-013-0798-y</pub-id> </citation>
</ref>
<ref id="B17">
<label>17.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Curigliano</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Burstein</surname>
<given-names>HJ</given-names>
</name>
<name>
<surname>Winer</surname>
<given-names>EP</given-names>
</name>
<name>
<surname>Gnant</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Dubsky</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Loibl</surname>
<given-names>S</given-names>
</name>
<etal/>
</person-group> <article-title>De-escalating and escalating treatments for early-stage breast cancer: the st. Gallen international expert consensus conference on the primary therapy of early breast cancer 2017</article-title>. <source>Ann Oncol</source> (<year>2017</year>) <volume>28</volume>(<issue>8</issue>):<fpage>1700</fpage>&#x2013;<lpage>12</lpage>. <pub-id pub-id-type="doi">10.1093/annonc/mdx308</pub-id> </citation>
</ref>
<ref id="B18">
<label>18.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bond-Bero</surname>
<given-names>S.</given-names>
</name>
</person-group> <article-title>Filling the gap for early-stage breast cancer follow-up: an overview for primary care providers</article-title>. <source>J&#x20;Midwifery Women&#x27;s Health</source> (<year>2016</year>) <volume>61</volume>(<issue>2</issue>):<fpage>166</fpage>&#x2013;<lpage>76</lpage>. <pub-id pub-id-type="doi">10.1111/jmwh.12439</pub-id> </citation>
</ref>
<ref id="B19">
<label>19.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Giuliano</surname>
<given-names>AE</given-names>
</name>
<name>
<surname>Edge</surname>
<given-names>SB</given-names>
</name>
<name>
<surname>Hortobagyi</surname>
<given-names>GN.</given-names>
</name>
</person-group> <article-title>Eighth edition of the AJCC cancer staging manual: breast cancer</article-title>. <source>Ann Surg Oncol</source> (<year>2018</year>) <volume>25</volume>(<issue>7</issue>):<fpage>1783</fpage>&#x2013;<lpage>5</lpage>. <pub-id pub-id-type="doi">10.1245/s10434-018-6486-6</pub-id> </citation>
</ref>
<ref id="B20">
<label>20.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hammond</surname>
<given-names>MEH</given-names>
</name>
<name>
<surname>Hayes</surname>
<given-names>DF</given-names>
</name>
<name>
<surname>Dowsett</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Allred</surname>
<given-names>DC</given-names>
</name>
<name>
<surname>Hagerty</surname>
<given-names>KL</given-names>
</name>
<name>
<surname>Badve</surname>
<given-names>S</given-names>
</name>
<etal/>
</person-group> <article-title>American Society of Clinical Oncology/College of American Pathologists guideline recommendations for immunohistochemical testing of estrogen and progesterone receptors in breast cancer (unabridged version)</article-title>. <source>Arch Pathol Lab Med</source> (<year>2010</year>) <volume>134</volume>(<issue>7</issue>):<fpage>e48</fpage>&#x2013;<lpage>e72</lpage>. <pub-id pub-id-type="doi">10.5858/134.7.e48</pub-id> </citation>
</ref>
<ref id="B21">
<label>21.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wolff</surname>
<given-names>AC</given-names>
</name>
<name>
<surname>Hammond</surname>
<given-names>MEH</given-names>
</name>
<name>
<surname>Hicks</surname>
<given-names>DG</given-names>
</name>
<name>
<surname>Dowsett</surname>
<given-names>M</given-names>
</name>
<name>
<surname>McShane</surname>
<given-names>LM</given-names>
</name>
<name>
<surname>Allison</surname>
<given-names>KH</given-names>
</name>
<etal/>
</person-group> <article-title>Recommendations for human epidermal growth factor receptor 2 testing in breast cancer: American Society of Clinical Oncology/College of American Pathologists clinical practice guideline update</article-title>. <source>Jco</source> (<year>2013</year>) <volume>31</volume>(<issue>31</issue>):<fpage>3997</fpage>&#x2013;<lpage>4013</lpage>. <pub-id pub-id-type="doi">10.1200/jco.2013.50.9984</pub-id> </citation>
</ref>
<ref id="B22">
<label>22.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Au</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Marquez</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>Y</given-names>
</name>
<name>
<surname>Shi</surname>
<given-names>Z.</given-names>
</name>
</person-group> <article-title>Determination of HER2 gene amplification by chromogenic <italic>in situ</italic> hybridization (CISH) in archival breast carcinoma</article-title>. <source>Mod Pathol</source> (<year>2002</year>) <volume>15</volume>(<issue>6</issue>):<fpage>657</fpage>&#x2013;<lpage>65</lpage>. <pub-id pub-id-type="doi">10.1038/modpathol.3880582</pub-id> </citation>
</ref>
<ref id="B23">
<label>23.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kobayashi</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Iwaya</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Moriya</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Yamasaki</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Tsuda</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Yamamoto</surname>
<given-names>J</given-names>
</name>
<etal/>
</person-group> <article-title>A simple immunohistochemical panel comprising 2 conventional markers, Ki67 and p53, is a powerful tool for predicting patient outcome in luminal-type breast cancer</article-title>. <source>BMC Clin Pathol</source> (<year>2013</year>) <volume>13</volume>:<fpage>5</fpage>. <pub-id pub-id-type="doi">10.1186/1472-6890-13-5</pub-id> </citation>
</ref>
<ref id="B24">
<label>24.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fulawka</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Halon</surname>
<given-names>A.</given-names>
</name>
</person-group> <article-title>Ki-67 evaluation in breast cancer: the daily diagnostic practice</article-title>. <source>Indian J&#x20;Pathol Microbiol</source> (<year>2017</year>) <volume>60</volume>(<issue>2</issue>):<fpage>177</fpage>&#x2013;<lpage>84</lpage>. <pub-id pub-id-type="doi">10.4103/ijpm.Ijpm_732_15</pub-id> </citation>
</ref>
<ref id="B25">
<label>25.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Goldhirsch</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Winer</surname>
<given-names>EP</given-names>
</name>
<name>
<surname>Coates</surname>
<given-names>AS</given-names>
</name>
<name>
<surname>Gelber</surname>
<given-names>RD</given-names>
</name>
<name>
<surname>Piccart-Gebhart</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Th&#xfc;rlimann</surname>
<given-names>B</given-names>
</name>
<etal/>
</person-group> <article-title>Personalizing the treatment of women with early breast cancer: highlights of the st gallen international expert consensus on the primary therapy of early breast cancer 2013</article-title>. <source>Ann Oncol</source> (<year>2013</year>) <volume>24</volume>(<issue>9</issue>):<fpage>2206</fpage>&#x2013;<lpage>23</lpage>. <pub-id pub-id-type="doi">10.1093/annonc/mdt303</pub-id> </citation>
</ref>
<ref id="B26">
<label>26.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hess</surname>
<given-names>LM</given-names>
</name>
<name>
<surname>Brnabic</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Mason</surname>
<given-names>O</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Barker</surname>
<given-names>S.</given-names>
</name>
</person-group> <article-title>Relationship between progression-free survival and overall survival in randomized clinical trials of targeted and biologic agents in Oncology</article-title>. <source>J&#x20;Cancer</source> (<year>2019</year>) <volume>10</volume>(<issue>16</issue>):<fpage>3717</fpage>&#x2013;<lpage>27</lpage>. <pub-id pub-id-type="doi">10.7150/jca.32205</pub-id> </citation>
</ref>
<ref id="B27">
<label>27.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aurilio</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Disalvatore</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Pruneri</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Bagnardi</surname>
<given-names>V</given-names>
</name>
<name>
<surname>Viale</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Curigliano</surname>
<given-names>G</given-names>
</name>
<etal/>
</person-group> <article-title>A meta-analysis of oestrogen receptor, progesterone receptor and human epidermal growth factor receptor 2 discordance between primary breast cancer and metastases</article-title>. <source>Eur J&#x20;Cancer</source> (<year>2014</year>) <volume>50</volume>(<issue>2</issue>):<fpage>277</fpage>&#x2013;<lpage>89</lpage>. <pub-id pub-id-type="doi">10.1016/j.ejca.2013.10.004</pub-id> </citation>
</ref>
<ref id="B28">
<label>28.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Medeiros</surname>
<given-names>B</given-names>
</name>
<name>
<surname>Allan</surname>
<given-names>AL.</given-names>
</name>
</person-group> <article-title>Molecular mechanisms of breast cancer metastasis to the lung: clinical and experimental perspectives</article-title>. <source>Ijms</source> (<year>2019</year>) <volume>20</volume>(<issue>9</issue>):<fpage>2272</fpage>. <pub-id pub-id-type="doi">10.3390/ijms20092272</pub-id> </citation>
</ref>
<ref id="B29">
<label>29.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alzubi</surname>
<given-names>MA</given-names>
</name>
<name>
<surname>Turner</surname>
<given-names>TH</given-names>
</name>
<name>
<surname>Olex</surname>
<given-names>AL</given-names>
</name>
<name>
<surname>Sohal</surname>
<given-names>SS</given-names>
</name>
<name>
<surname>Tobin</surname>
<given-names>NP</given-names>
</name>
<name>
<surname>Recio</surname>
<given-names>SG</given-names>
</name>
<etal/>
</person-group> <article-title>Separation of breast cancer and organ microenvironment transcriptomes in metastases</article-title>. <source>Breast Cancer Res</source> (<year>2019</year>) <volume>21</volume>(<issue>1</issue>):<fpage>36</fpage>. <pub-id pub-id-type="doi">10.1186/s13058-019-1123-2</pub-id> </citation>
</ref>
<ref id="B30">
<label>30.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ng</surname>
<given-names>CKY</given-names>
</name>
<name>
<surname>Bidard</surname>
<given-names>F-C</given-names>
</name>
<name>
<surname>Piscuoglio</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Geyer</surname>
<given-names>FC</given-names>
</name>
<name>
<surname>Lim</surname>
<given-names>RS</given-names>
</name>
<name>
<surname>de Bruijn</surname>
<given-names>I</given-names>
</name>
<etal/>
</person-group> <article-title>Genetic heterogeneity in therapy-na&#xef;ve synchronous primary breast cancers and their metastases</article-title>. <source>Clin Cancer Res</source> (<year>2017</year>) <volume>23</volume>(<issue>15</issue>):<fpage>4402</fpage>&#x2013;<lpage>15</lpage>. <pub-id pub-id-type="doi">10.1158/1078-0432.Ccr-16-3115</pub-id> </citation>
</ref>
<ref id="B31">
<label>31.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nishimura</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Osako</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Okumura</surname>
<given-names>Y</given-names>
</name>
<name>
<surname>Tashima</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Toyozumi</surname>
<given-names>Y</given-names>
</name>
<name>
<surname>Arima</surname>
<given-names>N.</given-names>
</name>
</person-group> <article-title>Changes in the ER, PgR, HER2, p53 and Ki-67 biological markers between primary and recurrent breast cancer: discordance rates and prognosis</article-title>. <source>World J&#x20;Surg Onc</source> (<year>2011</year>) <volume>9</volume>:<fpage>131</fpage>. <pub-id pub-id-type="doi">10.1186/1477-7819-9-131</pub-id> </citation>
</ref>
<ref id="B32">
<label>32.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yi</surname>
<given-names>ZB</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>WN</given-names>
</name>
<name>
<surname>Han</surname>
<given-names>YQ</given-names>
</name>
<name>
<surname>Ouyang</surname>
<given-names>QC</given-names>
</name>
<etal/>
</person-group> <article-title>Profile and outcome of receptor conversion in breast cancer metastases: a nation&#x2010;wide multicenter epidemiological study</article-title>. <source>Int J&#x20;Cancer</source> (<year>2020</year>) <volume>148</volume>:<fpage>692</fpage>. <pub-id pub-id-type="doi">10.1002/ijc.33227</pub-id> </citation>
</ref>
<ref id="B33">
<label>33.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rossi</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Basso</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Strippoli</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Dadduzio</surname>
<given-names>V</given-names>
</name>
<name>
<surname>Cerchiaro</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Barile</surname>
<given-names>R</given-names>
</name>
<etal/>
</person-group> <article-title>Hormone receptor status and HER2 expression in primary breast cancer compared with synchronous axillary metastases or recurrent metastatic disease</article-title>. <source>Clin Breast Cancer</source> (<year>2015</year>) <volume>15</volume>(<issue>5</issue>):<fpage>307</fpage>&#x2013;<lpage>12</lpage>. <pub-id pub-id-type="doi">10.1016/j.clbc.2015.03.010</pub-id> </citation>
</ref>
<ref id="B34">
<label>34.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jensen</surname>
<given-names>JD</given-names>
</name>
<name>
<surname>Knoop</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Ewertz</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Laenkholm</surname>
<given-names>A-V</given-names>
</name>
</person-group> <article-title>ER, HER2, and TOP2A expression in primary tumor, synchronous axillary nodes, and asynchronous metastases in breast cancer</article-title>. <source>Breast Cancer Res Treat</source> (<year>2012</year>) <volume>132</volume>(<issue>2</issue>):<fpage>511</fpage>&#x2013;<lpage>21</lpage>. <pub-id pub-id-type="doi">10.1007/s10549-011-1610-3</pub-id> </citation>
</ref>
<ref id="B35">
<label>35.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Deng</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Jia</surname>
<given-names>W</given-names>
</name>
<name>
<surname>Zeng</surname>
<given-names>Y</given-names>
</name>
<name>
<surname>Rao</surname>
<given-names>N</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>S</given-names>
</name>
<etal/>
</person-group> <article-title>Comparison of ER/PR and HER2 statuses in primary and paired liver metastatic sites of breast carcinoma in patients with or without treatment</article-title>. <source>J&#x20;Cancer Res Clin Oncol</source> (<year>2012</year>) <volume>138</volume>(<issue>5</issue>):<fpage>837</fpage>&#x2013;<lpage>42</lpage>. <pub-id pub-id-type="doi">10.1007/s00432-012-1150-1</pub-id> </citation>
</ref>
<ref id="B36">
<label>36.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Strien</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Leidenius</surname>
<given-names>M</given-names>
</name>
<name>
<surname>von Smitten</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Heikkil&#xe4;</surname>
<given-names>P.</given-names>
</name>
</person-group> <article-title>Concordance between HER-2 and steroid hormone receptor expression between primary breast cancer, sentinel node metastases, and isolated tumor cells</article-title>. <source>Pathol - Res Pract</source> (<year>2010</year>) <volume>206</volume>(<issue>4</issue>):<fpage>253</fpage>&#x2013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1016/j.prp.2009.12.006</pub-id> </citation>
</ref>
<ref id="B37">
<label>37.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Erdem</surname>
<given-names>GU</given-names>
</name>
<name>
<surname>Altundag</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Ozdemir</surname>
<given-names>NY</given-names>
</name>
<name>
<surname>Sahin</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Demirci</surname>
<given-names>NS</given-names>
</name>
<name>
<surname>Karatas</surname>
<given-names>F</given-names>
</name>
<etal/>
</person-group> <article-title>Comparative study of receptor discordance between primary and corresponding metastatic lesions in breast cancer</article-title>. <source>J&#x20;Buon</source> (<year>2017a</year>) <volume>22</volume>(<issue>2</issue>):<fpage>365</fpage>&#x2013;<lpage>76</lpage>. </citation>
</ref>
<ref id="B38">
<label>38.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Arslan</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Sari</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Aksoy</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Altundag</surname>
<given-names>K.</given-names>
</name>
</person-group> <article-title>Variation in hormone receptor and HER-2 status between primary and metastatic breast cancer: review of the literature</article-title>. <source>Expert Opin Ther Targets</source> (<year>2011</year>) <volume>15</volume>(<issue>1</issue>):<fpage>21</fpage>&#x2013;<lpage>30</lpage>. <pub-id pub-id-type="doi">10.1517/14656566.2011.537260</pub-id> </citation>
</ref>
<ref id="B39">
<label>39.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fragomeni</surname>
<given-names>SM</given-names>
</name>
<name>
<surname>Sciallis</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Jeruss</surname>
<given-names>JS.</given-names>
</name>
</person-group> <article-title>Molecular subtypes and local-regional control of breast cancer</article-title>. <source>Surg Oncol Clin North America</source> (<year>2018</year>) <volume>27</volume>(<issue>1</issue>):<fpage>95</fpage>&#x2013;<lpage>120</lpage>. <pub-id pub-id-type="doi">10.1016/j.soc.2017.08.005</pub-id> </citation>
</ref>
<ref id="B40">
<label>40.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>G-S</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Bi</surname>
<given-names>S-J.</given-names>
</name>
</person-group> <article-title>Pathological features and prognosis of different molecular subtypes of breast cancer</article-title>. <source>Mol Med Rep</source> (<year>2012</year>) <volume>6</volume>(<issue>4</issue>):<fpage>779</fpage>&#x2013;<lpage>82</lpage>. <pub-id pub-id-type="doi">10.3892/mmr.2012.981</pub-id> </citation>
</ref>
<ref id="B41">
<label>41.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yeo</surname>
<given-names>SK</given-names>
</name>
<name>
<surname>Guan</surname>
<given-names>J-L</given-names>
</name>
</person-group> <article-title>Breast cancer: multiple subtypes within a tumor?</article-title>. <source>Trends Cancer</source> (<year>2017</year>) <volume>3</volume>(<issue>11</issue>):<fpage>753</fpage>&#x2013;<lpage>60</lpage>. <pub-id pub-id-type="doi">10.1016/j.trecan.2017.09.001</pub-id> </citation>
</ref>
<ref id="B42">
<label>42.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ellsworth</surname>
<given-names>RE</given-names>
</name>
<name>
<surname>Blackburn</surname>
<given-names>HL</given-names>
</name>
<name>
<surname>Shriver</surname>
<given-names>CD</given-names>
</name>
<name>
<surname>Soon-Shiong</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Ellsworth</surname>
<given-names>DL.</given-names>
</name>
</person-group> <article-title>Molecular heterogeneity in breast cancer: state of the science and implications for patient care</article-title>. <source>Semin Cel Dev Biol</source> (<year>2017</year>) <volume>64</volume>:<fpage>65</fpage>&#x2013;<lpage>72</lpage>. <pub-id pub-id-type="doi">10.1016/j.semcdb.2016.08.025</pub-id> </citation>
</ref>
<ref id="B43">
<label>43.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Beca</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Polyak</surname>
<given-names>K.</given-names>
</name>
</person-group> <article-title>Intratumor heterogeneity in breast cancer</article-title>. <source>Adv Exp Med Biol</source> (<year>2016</year>) <volume>882</volume>:<fpage>169</fpage>&#x2013;<lpage>89</lpage>. <pub-id pub-id-type="doi">10.1007/978-3-319-22909-6_7</pub-id> </citation>
</ref>
<ref id="B44">
<label>44.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kuukasj&#xe4;rvi</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Karhu</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Tanner</surname>
<given-names>M</given-names>
</name>
<name>
<surname>K&#xe4;hk&#xf6;nen</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Sch&#xe4;ffer</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Nupponen</surname>
<given-names>N</given-names>
</name>
<etal/>
</person-group> <article-title>Genetic heterogeneity and clonal evolution underlying development of asynchronous metastasis in human breast cancer</article-title>. <source>Cancer Res</source> (<year>1997</year>) <volume>57</volume>(<issue>8</issue>):<fpage>1597</fpage>&#x2013;<lpage>604</lpage>. </citation>
</ref>
<ref id="B45">
<label>45.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Manjili</surname>
<given-names>MH</given-names>
</name>
<name>
<surname>Kmieciak</surname>
<given-names>M.</given-names>
</name>
</person-group> <article-title>Does HER&#x2010;2/neu antigen loss in metastatic breast tumors occur under immune pressure?</article-title>. <source>Int J&#x20;Cancer</source> (<year>2008</year>) <volume>123</volume>(<issue>6</issue>):<fpage>1476</fpage>&#x2013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.1002/ijc.23663</pub-id> </citation>
</ref>
<ref id="B46">
<label>46.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rasbridge</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Gillett</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Seymour</surname>
<given-names>A-M</given-names>
</name>
<name>
<surname>Patel</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Richards</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Rubens</surname>
<given-names>R</given-names>
</name>
<etal/>
</person-group> <article-title>The effects of chemotherapy on morphology, cellular proliferation, apoptosis and oncoprotein expression in primary breast carcinoma</article-title>. <source>Br J&#x20;Cancer</source> (<year>1994</year>) <volume>70</volume>(<issue>2</issue>):<fpage>335</fpage>&#x2013;<lpage>41</lpage>. <pub-id pub-id-type="doi">10.1038/bjc.1994.303</pub-id> </citation>
</ref>
<ref id="B47">
<label>47.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cardoso</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Costa</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Senkus</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Aapro</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Andr&#xe9;</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Barrios</surname>
<given-names>CH</given-names>
</name>
<etal/>
</person-group> <article-title>Correction to: 3rd ESO-ESMO international consensus guidelines for advanced breast cancer (ABC 3)</article-title>. <source>Ann Oncol</source> (<year>2017</year>) <volume>28</volume>(<issue>12</issue>):<fpage>3111</fpage>. <pub-id pub-id-type="doi">10.1093/annonc/mdx036</pub-id> </citation>
</ref>
<ref id="B48">
<label>48.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cardoso</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Senkus</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Costa</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Papadopoulos</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Aapro</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Andr&#xe9;</surname>
<given-names>F</given-names>
</name>
<etal/>
</person-group> <article-title>4th ESO-ESMO international consensus guidelines for advanced breast cancer (ABC 4)</article-title>. <source>Ann Oncol</source> (<year>2018</year>) <volume>29</volume>(<issue>8</issue>):<fpage>1634</fpage>&#x2013;<lpage>57</lpage>. <pub-id pub-id-type="doi">10.1093/annonc/mdy192</pub-id> </citation>
</ref>
<ref id="B49">
<label>49.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pusztai</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Viale</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Kelly</surname>
<given-names>CM</given-names>
</name>
<name>
<surname>Hudis</surname>
<given-names>CA.</given-names>
</name>
</person-group> <article-title>Estrogen and HER&#x2010;2 receptor discordance between primary breast cancer and metastasis</article-title>. <source>The Oncologist</source> (<year>2010</year>) <volume>15</volume>(<issue>11</issue>):<fpage>1164</fpage>&#x2013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1634/theoncologist.2010-0059</pub-id> </citation>
</ref>
<ref id="B50">
<label>50.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Seyfried</surname>
<given-names>TN</given-names>
</name>
<name>
<surname>Huysentruyt</surname>
<given-names>LC.</given-names>
</name>
</person-group> <article-title>On the origin of cancer metastasis</article-title>. <source>Crit Rev Oncog</source> (<year>2013</year>) <volume>18</volume>(<issue>1-2</issue>):<fpage>43</fpage>&#x2013;<lpage>73</lpage>. <pub-id pub-id-type="doi">10.1615/critrevoncog.v18.i1-2.40</pub-id> </citation>
</ref>
<ref id="B51">
<label>51.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>M&#xf8;ller</surname>
<given-names>EK</given-names>
</name>
<name>
<surname>Kumar</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Voet</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Peterson</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Van Loo</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Mathiesen</surname>
<given-names>RR</given-names>
</name>
<etal/>
</person-group> <article-title>Next-generation sequencing of disseminated tumor cells</article-title>. <source>Front Oncol</source> (<year>2013</year>) <volume>3</volume>:<fpage>320</fpage>. <pub-id pub-id-type="doi">10.3389/fonc.2013.00320</pub-id> </citation>
</ref>
<ref id="B52">
<label>52.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sperduto</surname>
<given-names>PW</given-names>
</name>
<name>
<surname>Mesko</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Cagney</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Aizer</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>NU</given-names>
</name>
<etal/>
</person-group> <article-title>Estrogen/progesterone receptor and HER2 discordance between primary tumor and brain metastases in breast cancer and its effect on treatment and survival</article-title>. <source>Neuro Oncol</source> (<year>2020</year>) <volume>22</volume>(<issue>9</issue>):<fpage>1359</fpage>&#x2013;<lpage>67</lpage>. <pub-id pub-id-type="doi">10.1093/neuonc/noaa025</pub-id> </citation>
</ref>
<ref id="B53">
<label>53.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fehm</surname>
<given-names>T</given-names>
</name>
<name>
<surname>M&#xfc;ller</surname>
<given-names>V</given-names>
</name>
<name>
<surname>Aktas</surname>
<given-names>B</given-names>
</name>
<name>
<surname>Janni</surname>
<given-names>W</given-names>
</name>
<name>
<surname>Schneeweiss</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Stickeler</surname>
<given-names>E</given-names>
</name>
<etal/>
</person-group> <article-title>HER2 status of circulating tumor cells in patients with metastatic breast cancer: a prospective, multicenter trial</article-title>. <source>Breast Cancer Res Treat</source> (<year>2010</year>) <volume>124</volume>(<issue>2</issue>):<fpage>403</fpage>&#x2013;<lpage>12</lpage>. <pub-id pub-id-type="doi">10.1007/s10549-010-1163-x</pub-id> </citation>
</ref>
<ref id="B54">
<label>54.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sieuwerts</surname>
<given-names>AM</given-names>
</name>
<name>
<surname>Mostert</surname>
<given-names>B</given-names>
</name>
<name>
<surname>Bolt-de Vries</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Peeters</surname>
<given-names>D</given-names>
</name>
<name>
<surname>de Jongh</surname>
<given-names>FE</given-names>
</name>
<name>
<surname>Stouthard</surname>
<given-names>JML</given-names>
</name>
<etal/>
</person-group> <article-title>mRNA and microRNA expression profiles in circulating tumor cells and primary tumors of metastatic breast cancer patients</article-title>. <source>Clin Cancer Res</source> (<year>2011</year>) <volume>17</volume>(<issue>11</issue>):<fpage>3600</fpage>&#x2013;<lpage>18</lpage>. <pub-id pub-id-type="doi">10.1158/1078-0432.Ccr-11-0255</pub-id> </citation>
</ref>
<ref id="B55">
<label>55.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Prat</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Fan</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Fern&#xe1;ndez</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Hoadley</surname>
<given-names>KA</given-names>
</name>
<name>
<surname>Martinello</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Vidal</surname>
<given-names>M</given-names>
</name>
<etal/>
</person-group> <article-title>Response and survival of breast cancer intrinsic subtypes following multi-agent neoadjuvant chemotherapy</article-title>. <source>BMC Med</source> (<year>2015</year>) <volume>13</volume>:<fpage>303</fpage>. <pub-id pub-id-type="doi">10.1186/s12916-015-0540-z</pub-id> </citation>
</ref>
<ref id="B56">
<label>56.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zardavas</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Irrthum</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Swanton</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Piccart</surname>
<given-names>M.</given-names>
</name>
</person-group> <article-title>Clinical management of breast cancer heterogeneity</article-title>. <source>Nat Rev Clin Oncol</source> (<year>2015</year>) <volume>12</volume>(<issue>7</issue>):<fpage>381</fpage>&#x2013;<lpage>94</lpage>. <pub-id pub-id-type="doi">10.1038/nrclinonc.2015.73</pub-id> </citation>
</ref>
</ref-list>
</back>
</article>
