<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Oncol.</journal-id>
<journal-title>Frontiers in Oncology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Oncol.</abbrev-journal-title>
<issn pub-type="epub">2234-943X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fonc.2024.1406981</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Oncology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The prognostic analysis of further axillary dissection in breast cancer with 1-2 positive sentinel lymph nodes undergoing mastectomy</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Zhao</surname>
<given-names>Xueyi</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/2582274"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Liu</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cao</surname>
<given-names>Congbo</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Song</surname>
<given-names>Zhenchuan</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1746229"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<institution>Department of Breast Center, The Fourth Hospital of Hebei Medical University</institution>, <addr-line>Shijiazhuang</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Isabella Castellano, University of Turin, Italy</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Miguel J. Gil Gil, Catalan Institute of Oncology, Spain</p>
<p>Flavia De Lauretis, Fondazione Policlinico Universitario A. Gemelli IRCCS, Italy</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Zhenchuan Song, <email xlink:href="mailto:songzhch@hotmail.com">songzhch@hotmail.com</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>05</day>
<month>08</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>14</volume>
<elocation-id>1406981</elocation-id>
<history>
<date date-type="received">
<day>25</day>
<month>03</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>22</day>
<month>07</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Zhao, Yang, Cao and Song</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Zhao, Yang, Cao and Song</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Background</title>
<p>The ACOSOG Z0011 study has shown that axillary lymph node dissection (ALND) is an option to be considered in patients who had 1-2 metastatic sentinel lymph nodes (SLNs) who proceed with breast-conserving along with postoperative radiotherapy. However, there remains controversy regarding the applicability of this approach in patients who had a mastectomy. The aim of our study is to determine the prognostic differences and risk factors associated with the decision to opt for ALND in breast cancer patients who had 1-2 metastatic SLNs who receive a mastectomy.</p>
</sec>
<sec>
<title>Methods</title>
<p>The study conducted a retrospective analysis of patients diagnosed with cT1-2N0 breast cancer and treated at The Fourth Hospital of Hebei Medical University between January 2016 and December 2021, and patients were divided into two cohorts according to whether ALND was performed after sentinel lymph node biopsy (SLNB): SLNB cohort and SLNB + ALND cohort. Outcomes included the locoregional recurrence rate (LRR), disease-free survival (DFS), and overall survival (OS). Propensity score matching (PSM) was conducted to ensure the balance of variables between the two cohorts. Cox proportional hazard models were employed to ascertain the univariate and multivariate relative risks associated with survival.</p>
</sec>
<sec>
<title>Results</title>
<p>There were 812 cases enrolled. After the PSM, 234 receiving ALND and 234 not receiving ALND were matched. A median follow-up period of 56.72 &#xb1; 20.29 months was observed. During that time, no significant difference was identified in the DFS and OS in the SLNB + ALND cohort and the SLNB cohort (P = 0.208 and P = 0.102), except for those under 40 years old, SLNB + ALND group showed a reduction in LRR compared to SLNB group (11.1% vs. 2.12%, P = 0.044). Multivariate Cox analysis showed that younger (&#x2264; 40 years), progesterone receptor (PR)-negative, and SLNB alone were independent risk factors for LRR; perineural invasion was a risk factor, while endocrinotherapy was a beneficial prognostic indicator for DFS and OS among patients with positive hormone receptor.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>ALND does not impact DFS and OS in patients with 1-2 metastatic SLNs who have completed a mastectomy. Being younger (&#x2264; 40 years), having a negative PR, and undergoing SLNB alone were independent risk factors for LRR. Given this finding, we recommend avoiding axillary treatment such as ALND or radiotherapy in patients without risk factors.</p>
</sec>
</abstract>
<kwd-group>
<kwd>breast neoplasm</kwd>
<kwd>sentinel lymph nodes</kwd>
<kwd>lymph node dissection</kwd>
<kwd>propensity score</kwd>
<kwd>prognosis</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="40"/>
<page-count count="9"/>
<word-count count="4274"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Breast Cancer</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>It is widely acknowledged that breast cancer is the most highly occurring malignant disease among females, posing significant threats to their health (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). Over the past few years, sentinel lymph node biopsy (SLNB) has become as a prevalent technique for diagnosing the status in the axillary region, aiming to reduce trauma and enhance treatment efficacy (<xref ref-type="bibr" rid="B3">3</xref>). SLNB may be a substitute for axillary lymph node dissection (ALND) in patients who have a negative sentinel lymph node (SLN), as evidenced by the NSABP-B32 trial (<xref ref-type="bibr" rid="B4">4</xref>&#x2013;<xref ref-type="bibr" rid="B6">6</xref>). The current research agenda in the field of breast cancer surgery includes the question of how to manage the axillary region in cases where the SLN is positive (<xref ref-type="bibr" rid="B7">7</xref>). The ACOSOG Z0011 trial has shown that patients who proceed breast-conserving in conjunction with postoperative radiotherapy and present with one or two metastatic SLNs are not likely to benefit from additional axillary surgical intervention (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>). The AMAROS and IBCSG23-01 studies have furnished corroborating evidence for the strategic intervention of the axilla in patients exhibiting SLN micrometastases (<xref ref-type="bibr" rid="B10">10</xref>). Nevertheless, the conduct of axillary surgery in mastectomy patients with 1-2 metastatic SLNs remains a topic of contention (<xref ref-type="bibr" rid="B11">11</xref>).</p>
<p>As a component of breast cancer surgical therapy, ALND diminishes the risk of axillary recurrence and provides valuable insights for guiding subsequent treatment decisions (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>). The rates of axillary recurrence and survival outcomes were similar between patients who had ALND and those who had no axillary surgery, as reported by the IBCSG 10-93 trial (<xref ref-type="bibr" rid="B14">14</xref>). The findings of the study by Gao et&#xa0;al. indicate the survival advantage associated with ALND in individuals who have received a mastectomy and one or two metastatic SLNs is not statistically significant (<xref ref-type="bibr" rid="B15">15</xref>&#x2013;<xref ref-type="bibr" rid="B17">17</xref>). Chen et&#xa0;al. also reported similar findings (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>). What methods do surgeons employ to ascertain whether a patient with one or two metastatic SLNs would derive benefit from an ALND?</p>
<p>In addition to survival benefits, the locoregional recurrence rate (LRR) of metastases is an important consideration for surgeons when deciding on the operation. The study conducted by Giuliano et&#xa0;al. indicated that SLN dissection alone (but not ALND) is an effective approach for achieving regional control in those with clinically early-stage breast cancer and receiving breast-conserving surgery followed by adjuvant systemic therapy (<xref ref-type="bibr" rid="B20">20</xref>). But in patients who undergo mastectomy, can SLNB achieve the same effect?</p>
<p>Our study aims to explore the effect of ALND on prognosis based on molecular subtypes. Meanwhile, by analyzing the differences in LRR, DFS, and OS in different age groups, we investigated the necessity of ALND.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Study population</title>
<p>A retrospective analysis was conducted on the pathologically confirmed breast cancer patients who underwent surgery at The Fourth Hospital of Hebei Medical University from January 2016 to December 2021 (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Inclusion criteria (1): The patient must be female (2). A diagnosis of breast cancer is defined as occurring at an age of at least 18 years (3). Mastectomy was performed (4). There should be 1-2 macrometastases in the sentinel lymph node (SLN) (5). The paraffin pathology diagnosis should be invasive ductal carcinoma (IDC) or invasive lobular carcinoma (ILC). Exclusion criteria (1): Incomplete clinicopathological information is a reason for exclusion. (2) Having undergone breast-conserving surgery is not included. (3) Patients who have received neoadjuvant chemotherapy or radiotherapy are excluded. (4) Bilateral breast cancer is also among the exclusion criteria. (5) Metastatic breast cancer is an exclusion factor. (6) The existence of other malignant tumors is not allowed.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Flowchart of patient selection. SLNs, sentinel lymph nodes; SLNB, sentinel lymph node biopsy; ALND, axillary lymph node dissection.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-14-1406981-g001.tif"/>
</fig>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Data collection</title>
<p>The data was gathered from the medical records of eligible patients, including information of age, surgery of axillary, information on pathological, treatment, and follow-up or death.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Diagnostic criteria and outcome definition</title>
<p>It is worth noting that 20% is used as the cutoff for PR expression levels and serves as the threshold between Luminal A and Luminal B subtypes. Additionally, 14% is used as the threshold for Ki-67 expression levels. Immunohistochemistry (IHC) 3 + or amplified in fluorescence <italic>in situ</italic> hybridization (FISH) was defined as HER2 positive (<xref ref-type="bibr" rid="B21">21</xref>).</p>
<p>The primary outcome was the locoregional recurrence rate (LRR), and it was defined as the recurrence occurring in the chest wall, same breast, or regional lymph nodes. The secondary outcomes encompassed disease-free survival (DFS) and overall survival (OS). DFS was characterized as the period starting from the surgery until the date of disease recurrence, death, or the last follow-up. OS was described as the time interval from the surgery to the date of all-cause death or the last follow-up.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Statistical analysis</title>
<p>Continuous variables were expressed as the mean along with the standard deviation. The difference between the groups was examined through the Student t-test. Categorical variables were presented as proportions and tested by Pearson&#x2019;s chi-square test or Fisher&#x2019;s exact test.</p>
<p>To balance the significant differences between patients who received ALND and those who did not, propensity score matching (PSM) was performed at a 1:1 ratio using the nearest-neighbor method with a caliper of 0.02. The Kaplan-Meier was used to plot survival curves, and the log-rank test was used to compare survival differences between groups. Univariate and multivariate cox proportional hazard models were used to identify risk factors that were associated with LRR, DFS, and OS.</p>
<p>SPSS 22.0 and R software (version 4.2.2) were used for statistical analysis, along with MSTATA software (<ext-link ext-link-type="uri" xlink:href="http://www.mstata.com">www.mstata.com</ext-link>). All tests were two-tailed, and P &lt; 0.05 was considered statistically significant.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Baseline characteristics</title>
<p>A total of 1490 cases of cT1-2 with 1-2 metastatic SLN and 678 did not meet the inclusion criteria. It were excluded (313 for breast-conserving, 42 for received neoadjuvant therapy, 245 for non-invasive breast cancer, 4 for bilateral breast cancer, and 74 for incomplete clinicopathological information). Finally, 812 patients were finally enrolled.</p>
<p>The mean age of the whole population was 51.83 &#xb1; 11.16 years (range 27 to 85). Among them, 310 (38.18%) were Luminal A subtype, 271 (33.37%) were Luminal B, 176 (21.68%) were HER2 positive, and 55 (6.77%) were triple-negative breast cancer (TNBC). In total, 737 (90.7%) patients received postoperative chemotherapy, 460 (56.6%) received postoperative radiotherapy, and 670 (82.5%) received endocrinetherapy. Mean follow-up periods were 56.72 &#xb1; 20.29, 58.26 &#xb1; 19.86, and 56.10 &#xb1; 20.44 months in the whole population, SLNB cohort, and SLNB + ALND cohort.</p>
<p>Compared with patients without ALND, patients with ALND had a significantly increased likelihood of positive SLNs (1.09 &#xb1; 0.30 vs. 1.29 &#xb1; 0.45, P &lt; 0.001), chemotherapy (85.90% vs. 92.73%, P = 0.002), and radiotherapy (47.44% vs. 60.38%, P &lt; 0.001). No statistically significant differences were observed between the two cohorts for the other factors.</p>
<p>PSM was performed to balance the significant differences between the two cohorts. After the PSM, 234 cases who received ALND and 234 who did not receive ALND were matched. Matching was based on status of ER and PR, HER2, and expression of Ki-67, and the presence or absence of chemotherapy, radiotherapy, and endocrinetherapy. No notable discrepancies were identified in the clinicopathological characteristics between the two cohorts after matching. <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref> presents a descriptive characterization of the population.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Patient clinical and pathological characteristics.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="left">Variable</th>
<th valign="middle" colspan="5" align="center">Before PSM</th>
<th valign="middle" colspan="5" align="center">After PSM</th>
</tr>
<tr>
<th valign="middle" align="center">Total (n = 812)</th>
<th valign="middle" align="center">SLNB (n = 234)</th>
<th valign="middle" align="center">SLNB+ALND (n = 578)</th>
<th valign="middle" align="center">P</th>
<th valign="middle" align="center">SMD</th>
<th valign="middle" align="center">Total (n = 468)</th>
<th valign="middle" align="center">SLNB (n = 234)</th>
<th valign="middle" align="center">SLNB+ALND (n = 234)</th>
<th valign="middle" align="center">P</th>
<th valign="middle" align="center">SMD</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Age, Mean &#xb1; SD</td>
<td valign="middle" align="center">51.83 &#xb1; 11.16</td>
<td valign="middle" align="center">52.26 &#xb1; 12.18</td>
<td valign="middle" align="center">51.66 &#xb1; 10.72</td>
<td valign="middle" align="center">0.490</td>
<td valign="middle" align="center">-0.056</td>
<td valign="middle" align="center">51.88 &#xb1; 11.72</td>
<td valign="middle" align="center">52.26 &#xb1; 12.18</td>
<td valign="middle" align="center">51.51 &#xb1; 11.26</td>
<td valign="middle" align="center">0.208</td>
<td valign="middle" align="center">0.124</td>
</tr>
<tr>
<td valign="middle" align="left">cT, n (%)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.066</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.457</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;1</td>
<td valign="middle" align="center">410 (50.49)</td>
<td valign="middle" align="center">130 (55.56)</td>
<td valign="middle" align="center">280 (48.44)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">-0.142</td>
<td valign="middle" align="center">257 (54.91)</td>
<td valign="middle" align="center">130 (55.56)</td>
<td valign="middle" align="center">127 (54.27)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">-0.069</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;2</td>
<td valign="middle" align="center">402 (49.51)</td>
<td valign="middle" align="center">104 (44.44)</td>
<td valign="middle" align="center">298 (51.56)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.142</td>
<td valign="middle" align="center">211 (45.09)</td>
<td valign="middle" align="center">104 (44.44)</td>
<td valign="middle" align="center">107 (45.73)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.069</td>
</tr>
<tr>
<td valign="middle" align="left">Lymph vascular invasion, n (%)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.641</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.809</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Negative</td>
<td valign="middle" align="center">651 (80.17)</td>
<td valign="middle" align="center">190 (81.20)</td>
<td valign="middle" align="center">461 (79.76)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">-0.036</td>
<td valign="middle" align="center">377 (80.56)</td>
<td valign="middle" align="center">190 (81.20)</td>
<td valign="middle" align="center">187 (79.91)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.023</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Positive</td>
<td valign="middle" align="center">161 (19.83)</td>
<td valign="middle" align="center">44 (18.80)</td>
<td valign="middle" align="center">117 (20.24)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.036</td>
<td valign="middle" align="center">91 (19.44)</td>
<td valign="middle" align="center">44 (18.80)</td>
<td valign="middle" align="center">47 (20.09)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">-0.023</td>
</tr>
<tr>
<td valign="middle" align="left">Perineural invasion, n (%)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.562</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.524</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Negative</td>
<td valign="middle" align="center">681 (83.87)</td>
<td valign="middle" align="center">199 (85.04)</td>
<td valign="middle" align="center">482 (83.39)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">-0.044</td>
<td valign="middle" align="center">398 (85.04)</td>
<td valign="middle" align="center">199 (85.04)</td>
<td valign="middle" align="center">199 (85.04)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">-0.058</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Positive</td>
<td valign="middle" align="center">131 (16.13)</td>
<td valign="middle" align="center">35 (14.96)</td>
<td valign="middle" align="center">96 (16.61)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.044</td>
<td valign="middle" align="center">70 (14.96)</td>
<td valign="middle" align="center">35 (14.96)</td>
<td valign="middle" align="center">35 (14.96)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.058</td>
</tr>
<tr>
<td valign="middle" align="left">Histological grade, n (%)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.293</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.270</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;I</td>
<td valign="middle" align="center">48 (5.91)</td>
<td valign="middle" align="center">14 (5.98)</td>
<td valign="middle" align="center">34 (5.88)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">-0.004</td>
<td valign="middle" align="center">28 (5.98)</td>
<td valign="middle" align="center">14 (5.98)</td>
<td valign="middle" align="center">14 (5.98)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.105</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;II</td>
<td valign="middle" align="center">623 (76.72)</td>
<td valign="middle" align="center">187 (79.91)</td>
<td valign="middle" align="center">436 (75.43)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">-0.104</td>
<td valign="middle" align="center">377 (80.56)</td>
<td valign="middle" align="center">187 (79.91)</td>
<td valign="middle" align="center">190 (81.20)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">-0.137</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;III</td>
<td valign="middle" align="center">141 (17.36)</td>
<td valign="middle" align="center">33 (14.10)</td>
<td valign="middle" align="center">108 (18.69)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.118</td>
<td valign="middle" align="center">63 (13.46)</td>
<td valign="middle" align="center">33 (14.10)</td>
<td valign="middle" align="center">30 (12.82)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.080</td>
</tr>
<tr>
<td valign="middle" align="left">ER, n (%)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.558</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.779</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Negative</td>
<td valign="middle" align="center">106 (13.05)</td>
<td valign="middle" align="center">28 (11.97)</td>
<td valign="middle" align="center">78 (13.49)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.045</td>
<td valign="middle" align="center">50 (10.68)</td>
<td valign="middle" align="center">28 (11.97)</td>
<td valign="middle" align="center">22 (9.40)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.026</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Positive</td>
<td valign="middle" align="center">706 (86.95)</td>
<td valign="middle" align="center">206 (88.03)</td>
<td valign="middle" align="center">500 (86.51)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">-0.045</td>
<td valign="middle" align="center">418 (89.32)</td>
<td valign="middle" align="center">206 (88.03)</td>
<td valign="middle" align="center">212 (90.60)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">-0.026</td>
</tr>
<tr>
<td valign="middle" align="left">PR, n (%)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.579</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.896</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Negative</td>
<td valign="middle" align="center">127 (15.64)</td>
<td valign="middle" align="center">34 (14.53)</td>
<td valign="middle" align="center">93 (16.09)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.042</td>
<td valign="middle" align="center">63 (13.46)</td>
<td valign="middle" align="center">34 (14.53)</td>
<td valign="middle" align="center">29 (12.39)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.012</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Positive</td>
<td valign="middle" align="center">685 (84.36)</td>
<td valign="middle" align="center">200 (85.47)</td>
<td valign="middle" align="center">485 (83.91)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">-0.042</td>
<td valign="middle" align="center">405 (86.54)</td>
<td valign="middle" align="center">200 (85.47)</td>
<td valign="middle" align="center">205 (87.61)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">-0.012</td>
</tr>
<tr>
<td valign="middle" align="left">HER2, n (%)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.948</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.951</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Negative</td>
<td valign="middle" align="center">577 (71.06)</td>
<td valign="middle" align="center">168 (71.79)</td>
<td valign="middle" align="center">409 (70.76)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">-0.023</td>
<td valign="middle" align="center">341 (72.86)</td>
<td valign="middle" align="center">168 (71.79)</td>
<td valign="middle" align="center">173 (73.93)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.029</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Positive</td>
<td valign="middle" align="center">176 (21.67)</td>
<td valign="middle" align="center">49 (20.94)</td>
<td valign="middle" align="center">127 (21.97)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.025</td>
<td valign="middle" align="center">87 (18.59)</td>
<td valign="middle" align="center">49 (20.94)</td>
<td valign="middle" align="center">38 (16.24)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">-0.021</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Uncertain</td>
<td valign="middle" align="center">59 (7.27)</td>
<td valign="middle" align="center">17 (7.26)</td>
<td valign="middle" align="center">42 (7.27)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.000</td>
<td valign="middle" align="center">40 (8.55)</td>
<td valign="middle" align="center">17 (7.26)</td>
<td valign="middle" align="center">23 (9.83)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">-0.018</td>
</tr>
<tr>
<td valign="middle" align="left">Ki-67, n (%)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.954</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.227</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2264;14%</td>
<td valign="middle" align="center">383 (47.17)</td>
<td valign="middle" align="center">110 (47.01)</td>
<td valign="middle" align="center">273 (47.23)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.004</td>
<td valign="middle" align="center">227 (48.5)</td>
<td valign="middle" align="center">110 (47.01)</td>
<td valign="middle" align="center">117 (50.00)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.112</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&gt;14%</td>
<td valign="middle" align="center">429 (52.83)</td>
<td valign="middle" align="center">124 (52.99)</td>
<td valign="middle" align="center">305 (52.77)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">-0.004</td>
<td valign="middle" align="center">241 (51.5)</td>
<td valign="middle" align="center">124 (52.99)</td>
<td valign="middle" align="center">117 (50.00)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">-0.112</td>
</tr>
<tr>
<td valign="middle" align="left">Type, n (%)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.991</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.560</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Luminal A</td>
<td valign="middle" align="center">310 (38.18)</td>
<td valign="middle" align="center">87 (37.18)</td>
<td valign="middle" align="center">223 (38.58)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.016</td>
<td valign="middle" align="center">211 (45.09)</td>
<td valign="middle" align="center">96 (41.03)</td>
<td valign="middle" align="center">115 (49.15)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.148</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Luminal B</td>
<td valign="middle" align="center">271 (33.37)</td>
<td valign="middle" align="center">83 (35.47)</td>
<td valign="middle" align="center">188 (32.53)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">-0.038</td>
<td valign="middle" align="center">141 (30.13)</td>
<td valign="middle" align="center">73 (31.20)</td>
<td valign="middle" align="center">68 (29.06)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">-0.129</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Triple-negative</td>
<td valign="middle" align="center">55 (6.77)</td>
<td valign="middle" align="center">15 (6.41)</td>
<td valign="middle" align="center">40 (6.92)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">-0.005</td>
<td valign="middle" align="center">23 (4.91)</td>
<td valign="middle" align="center">13 (5.56)</td>
<td valign="middle" align="center">10 (4.27)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">-0.020</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;HER2 positive</td>
<td valign="middle" align="center">176 (21.68)</td>
<td valign="middle" align="center">49 (20.94)</td>
<td valign="middle" align="center">127 (21.97)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.025</td>
<td valign="middle" align="center">93 (19.87)</td>
<td valign="middle" align="center">52 (22.22)</td>
<td valign="middle" align="center">41 (17.52)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">-0.021</td>
</tr>
<tr>
<td valign="middle" align="left">Chemotherapy, n (%)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.002</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">1.000</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;No</td>
<td valign="middle" align="center">75 (9.24)</td>
<td valign="middle" align="center">33 (14.10)</td>
<td valign="middle" align="center">42 (7.27)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">-0.263</td>
<td valign="middle" align="center">48 (10.26)</td>
<td valign="middle" align="center">33 (14.10)</td>
<td valign="middle" align="center">15 (6.41)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.000</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Yes</td>
<td valign="middle" align="center">737 (90.76)</td>
<td valign="middle" align="center">201 (85.90)</td>
<td valign="middle" align="center">536 (92.73)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.263</td>
<td valign="middle" align="center">420 (89.74)</td>
<td valign="middle" align="center">201 (85.90)</td>
<td valign="middle" align="center">219 (93.59)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.000</td>
</tr>
<tr>
<td valign="middle" align="left">Radiotherapy, n (%)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&lt;.001</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.642</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;No</td>
<td valign="middle" align="center">352 (43.35)</td>
<td valign="middle" align="center">123 (52.56)</td>
<td valign="middle" align="center">229 (39.62)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">-0.265</td>
<td valign="middle" align="center">217 (46.37)</td>
<td valign="middle" align="center">123 (52.56)</td>
<td valign="middle" align="center">94 (40.17)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.043</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Yes</td>
<td valign="middle" align="center">460 (56.65)</td>
<td valign="middle" align="center">111 (47.44)</td>
<td valign="middle" align="center">349 (60.38)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.265</td>
<td valign="middle" align="center">251 (53.63)</td>
<td valign="middle" align="center">111 (47.44)</td>
<td valign="middle" align="center">140 (59.83)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">-0.043</td>
</tr>
<tr>
<td valign="middle" align="left">Endocrinotherapy, n (%)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.987</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.904</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;No</td>
<td valign="middle" align="center">142 (17.49)</td>
<td valign="middle" align="center">41 (17.52)</td>
<td valign="middle" align="center">101 (17.47)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">-0.001</td>
<td valign="middle" align="center">72 (15.38)</td>
<td valign="middle" align="center">41 (17.52)</td>
<td valign="middle" align="center">31 (13.25)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.011</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Yes</td>
<td valign="middle" align="center">670 (82.51)</td>
<td valign="middle" align="center">193 (82.48)</td>
<td valign="middle" align="center">477 (82.53)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.001</td>
<td valign="middle" align="center">396 (84.62)</td>
<td valign="middle" align="center">193 (82.48)</td>
<td valign="middle" align="center">203 (86.75)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">-0.011</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>SLNB, sentinel lymph node biopsy; ALND, axillary lymph node dissection; PSM, propensity-score matching; SD, standard deviation; ER, estrogen receptor; PR, progesterone receptor; HER2, human epidermal growth factor receptor 2.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Survival analyses of the whole population</title>
<p>As shown in <xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2B, C</bold>
</xref>, the SLNB + ALND cohort exhibited no notable disparity in DFS (HR = 0.68, 95% CI: 0.38 - 1.23, P = 0.208) or OS (HR = 0.34, 95% CI: 0.09 - 1.24, P = 0.102) in comparison to SLNB cohort. However, the LRR was found to be distinctly less prevalent in the SLNB + ALND cohort in comparison to the SLNB cohort (2.76% vs. 7.83%, P = 0.029) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). In univariate cox analysis, age, axillary surgery, ER, PR, Ki-67, and endocrinotherapy were associated with LRR (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;1</bold>
</xref>). Subsequent multivariate cox proportional hazards analysis revealed that younger (&#x2264; 40 years) (HR = 3.72, 95% CI: 1.36 - 10.14, P = 0.01), progesterone receptor-negative (HR = 3.92, 95% CI: 1.65 - 9.34, P = 0.002), and SLNB alone (HR = 2.56, 95% CI: 1.01- 6.67, P = 0.046) were related to an increased risk of LRR. Univariate cox analysis for DFS and OS can be seen in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figures&#xa0;2</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>3</bold>
</xref>. In general, the multivariate analysis demonstrated that cT2 (HR = 3.61, 95% CI: 1.36 - 9.61, P = 0.01) and perineural invasion (HR = 10.21, 95% CI: 3.95 - 26.37, P &lt; 0.001) were predictive risk factors, while endocrinotherapy (HR = 0.08, 95% CI: 0.02 - 0.27, P &lt; 0.001) was a beneficial prognostic indicator for OS among patients with those hormone receptor positive, similar phenomena could be observed in DFS.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>LRR <bold>(A)</bold>, DFS <bold>(B)</bold>, and OS <bold>(C)</bold> of the whole population after PSM. LRR, locoregional recurrence rate; DFS, disease-free survival; OS, overall survival; PSM, propensity score matching.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-14-1406981-g002.tif"/>
</fig>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Survival analyses in four molecular subtypes</title>
<p>To explore the survival prognosis of ALND in different molecular subtypes (luminal A, luminal B, HER2 positive and TNBC), a Kaplan-Meier analysis was conducted. As depicted in <xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3A, B</bold>
</xref>, no statistical differences in overall survival were observed for patients in the SLNB + ALND cohort when compared to those in the SLNB cohort with luminal A (HR = 0.40, 95% CI: 0.07 - 2.16, P = 0.285) or luminal B (HR = 0.71, 95% CI: 0.29 - 1.75, P = 0.455) breast cancer. As presented in <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>, a comparable situation was detectable in the HER2 positive. In addition, patients in the SLNB + ALND cohort had similar OS (HR = 1.73, 95% CI: 0.11 - 27.69, P = 0.698) (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3D</bold>
</xref>) and DFS (HR = 1.30, 95% CI: 0.25 - 6.67, P = 0.753) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;4</bold>
</xref>) to those in the SLNB cohort with TNBC. Moreover, in the HER2 positive, patients in the ALND cohort had a DFS advantage (HR = 0.27, 95% CI: 0.06 - 1.30, P = 0.103) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;4</bold>
</xref>), while not reaching statistical significance.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>OS in four molecular subtypes. <bold>(A)</bold> OS of Luminal A breast cancer. <bold>(B)</bold> OS of Luminal B breast cancer. <bold>(C)</bold> OS of HER2 positive breast cancer. <bold>(D)</bold>. OS of Triple negative breast cancer. OS, overall survival.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-14-1406981-g003.tif"/>
</fig>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Stratification analyses by age groups</title>
<p>The whole cohort was divided into three groups by age: &#x2264; 40 years, 41 - 55 years, and &#x2265; 56 years. Further analysis showed that in patients &#x2264; 40 years, ALND did not improve DFS (HR = 0.48, 95% CI: 0.14 - 1.66, P = 0.249) or OS (HR = 0.75, 95% CI: 0.05 - 12.02, P = 0.840), but it decreased LRR (11.1% vs. 2.12%, P = 0.044) in this group (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). However, no difference in survival and LRR was found between the SLNB + ALND and SLNB groups in patients aged 41-55 years and &#x2265; 56 years (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;5</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>LRR <bold>(A)</bold>, DFS <bold>(B)</bold>, and OS <bold>(C)</bold> of patients younger than 40 years. LRR, locoregional recurrence rate; DFS, disease-free survival; OS, overall survival.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-14-1406981-g004.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>A tendency of de-escalation has been noticed in the axillary surgery of breast cancer. Whether ALND can be omitted in mastectomy remains controversial. The percentage of ALNDs has been gradually reducing in recent years (<xref ref-type="bibr" rid="B15">15</xref>). Additionally, patients who had breast-conserving were more often to avoid ALND than those who had a mastectomy (<xref ref-type="bibr" rid="B22">22</xref>). In our research, stratified according to the age and molecular subtypes, we examined the impacts of different treatment strategies of axillary on the prognosis of 1-2 metastatic SLNs patients who had a mastectomy. We found that patients in the SLNB cohort had comparable OS and DFS with those in the SLNB + ALND cohort in four molecular subtypes. In the &#x2264; 40 years group, the ALND cohort had a lower LRR. No differences in survival and LRR between the SLNB + ALND and SLNB were found in other age groups.</p>
<p>In the whole population, the proportion of patients receiving chemotherapy and radiotherapy was significantly higher in ALND cohort than SLNB cohort. Using adjuvant chemotherapy and radiotherapy may affect outcomes when analyzing patients with or without ALND (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B24">24</xref>). Matching factors were ER status, PR status, HER2 status, Ki-67, and the presence or absence of chemotherapy, radiotherapy, and endocrinetherapy. It should be noted that assessing the precise effect of adjuvant treatments on axillary surgery remains challenging, despite the outlined efforts. Due to the inherent limitations of PSM, despite matching based on these indicators, it is undeniable that there may still be unmatched variables that could lead to biased results.</p>
<p>For the whole population, no significant differences in LRR, DFS and OS were observed between the ALND and SLNB cohorts. However, subgroup analysis by age revealed that in individuals younger than 40 years, the ALND cohort exhibited lower LRR rates compared to the SLNB cohort, with no significant differences in DFS and OS. This suggests that locoregional recurrence may be more likely to occur in certain subgroups, such as younger individuals, which is corroborated by the findings of our multivariate analysis. In this analysis, younger individuals (&#x2264; 40 years) were identified as an independent contributing factor to LRR.</p>
<p>We successfully matched 234 patients in each of the two cohorts by PSM. The effects of treatment factors, including chemotherapy, radiotherapy, and endocrinetherapy on LRR, DFS, and OS were negated by PSM. Following this adjustment, no distinction was observed in the percentage of patients treated with radiotherapy among the two cohorts. The results indicate that for the whole population, patients without ALND did not experience worse LRR, DFS, or OS. The multivariate analysis showed that being younger (&#x2264; 40 years), progesterone receptor-negative, and undergoing SLNB alone were independent risk factors for LRR. Considering this result, we recommend that for patients without high-risk factors, axillary interventions such as ALND or radiotherapy may be avoided.</p>
<p>The results of previous studies have reported similar DFS, OS, and LRR among patients with SLNB alone (<xref ref-type="bibr" rid="B25">25</xref>). The results of our investigation revealed no meaningful statistical differences in either OS or DFS between the two cohorts. These findings align with those reported by the study carried out by Susan B. Kesmodel et&#xa0;al. (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B26">26</xref>). The subsequent analysis demonstrated that patients aged &#x2264; 40 years in the SLNB + ALND cohort experienced a considerably lower rate of LRR than those in the SLNB cohort. However, no statistical difference was found in the ten-year regional recurrence between ALND and SLNB cohorts (<xref ref-type="bibr" rid="B8">8</xref>).</p>
<p>Studies have reported associations between HER2 poitive and TNBC breast cancer subtypes with worse survival and higher rates of LRR (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B28">28</xref>). However, this feature was not found in our study. Therefore, further investigation is necessary to validate these conclusions.</p>
<p>The use of molecular subtypes as the basis for selecting treatments and predicting prognosis is becoming a more prevalent practice in oncology. It is generally believed that Luminal type breast cancer is sensitive to endocrinetherapy and has a better prognosis than other types (<xref ref-type="bibr" rid="B29">29</xref>). HER2 positive patients are sensitive to target therapy, while patients with triple-negative breast cancer lack individualized treatment plans. HER2 positive and TNBC patients have a more unfavorable prognosis. Patients with luminal A and TNBC have a less significant likelihood of axillary lymph node involvement, whereas luminal B and HER2 positive demonstrate a higher incidence of axillary lymph node positive. Although our analysis did not show a survival benefit of ALND for patients with HER2 positive or luminal B, considering their unique biological behavior, we still recommend that clinicians adopt a more aggressive approach to axillary management for these patients.</p>
<p>The biology of breast cancer, rather than the scope of surgical intervention, has been acknowledged as a significant determinant of systemic and locoregional recurrence risk (<xref ref-type="bibr" rid="B8">8</xref>). We found that cT1, receipt of endocrinotherapy, and negative perineural invasion were correlated with better OS and DFS. Studies have shown that tumors exhibiting low expression of PR demonstrated more aggressive behaviors compared to those with high expression (<xref ref-type="bibr" rid="B30">30</xref>). A study by Arisio et&#xa0;al. demonstrated that hormone therapy significantly impacted OS and DFS (<xref ref-type="bibr" rid="B31">31</xref>). Additionally, research by Giuliano et&#xa0;al. has indicated that hormone receptor status, age at disease diagnosis, and the management of adjuvant therapy were related to OS, which is consistent with our findings (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B32">32</xref>). When perineural invasion is detected in mastectomy patients, it is recommended to administer aggressive post-surgical treatment and conduct an intensive follow-up program (<xref ref-type="bibr" rid="B26">26</xref>).</p>
<p>After stratifying patients by age, it was observed that for those aged 41 years and above, ALND did not provide significant survival benefits. This is consistent with the trend of de-escalated treatment in elderly patients (<xref ref-type="bibr" rid="B33">33</xref>&#x2013;<xref ref-type="bibr" rid="B35">35</xref>). Despite our population being considered younger than the criteria in previous studies, which classified patients aged 70 years and above as elderly (<xref ref-type="bibr" rid="B36">36</xref>). The study by Gu et&#xa0;al. suggested that the exclusion of axillary surgery was not correlated with inferior OS but was correlated with an increased incidence of LRR (<xref ref-type="bibr" rid="B37">37</xref>). Interestingly, a similar phenomenon was observed in patients aged &#x2264; 40 years in our study. However, age did not exhibit a significant association with LRR after adjusting for other factors in ACOSOG Z0011 (<xref ref-type="bibr" rid="B20">20</xref>). It has been documented that LRR events occur within the initial five-year period following the commencement of treatment, a critical factor in the management of breast cancer (<xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B39">39</xref>).</p>
<p>In our research, there were 10 cases (1.2%) of invasive lobular carcinoma (ILC) and 7 cases (0.8%) of invasive ductal carcinoma (IDC) concomitant with ILC. Given the limited sample size and the fact that, clinically, systemic treatments rarely distinguish between these two histological types, we have not provided a detailed analysis of this category. However, it is undeniable that ILC and IDC have some differences in their biological behavior. For example, ILC tends to have larger tumor sizes, a higher incidence of multifocality, and is more common in Luminal A, which are characteristics associated with a favorable prognosis. There is inconsistent evidence in the literature regarding the outcomes of ILC compared to those of IDC (<xref ref-type="bibr" rid="B40">40</xref>). In our future research, we plan to expand the sample size and discuss the differences in survival prognosis and other aspects between this type of breast cancer and IDC.</p>
<p>It should be noted that the study is not without its inherent limitations. Firstly, given the retrospective data collection, there is a potential for selection bias that cannot be overlooked. Secondly, as complete data on molecular targeted therapy were not available, it was impossible to analyze how anti-HER2 therapy impact clinical outcomes in these patients. Thirdly, a relatively short follow-up duration may introduce bias in the survival analysis of axillary surgical management.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusions</title>
<p>Our study found that the younger (&#x2264; 40 years), PR-negative, and SLNB alone were independent risk factors for LRR. Perineural invasion was an independent risk factor, while endocrinotherapy was a beneficial prognostic indicator for DFS and OS among patients with positive hormone receptor. ALND does not impact DFS and OS in patients with 1-2 metastatic SLNs who have completed a mastectomy and may be considered to be omitted in patients without risk factors.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The studies involving humans were approved by The Ethics Committee of The Fourth Hospital of Hebei Medical University (2022KY054). The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent for participation was not required from the participants or the participants&#x2019; legal guardians/next of kin in accordance with the national legislation and institutional requirements.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>XZ: Conceptualization, Formal analysis, Investigation, Methodology, Resources, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. LY: Formal analysis, Investigation, Methodology, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. CC: Investigation, Writing &#x2013; review &amp; editing, Methodology. ZS: Investigation, Writing &#x2013; review &amp; editing, Conceptualization, Funding acquisition, Project administration, Supervision, Validation.</p>
</sec>
</body>
<back>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. Funding was supported by Hebei Natural Science Foundation (H2020206365 and H2021206071) S&amp;T Program of Hebei (236Z7719G).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>The authors thank all participating patients and clinicians for contributing data to this study.</p>
</ack>
<sec id="s10" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s12" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fonc.2024.1406981/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fonc.2024.1406981/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.zip" id="SM1" mimetype="application/zip"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Harbeck</surname> <given-names>N</given-names>
</name>
<name>
<surname>Gnant</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Breast cancer</article-title>. <source>Lancet</source>. (<year>2017</year>) <volume>389</volume>:<page-range>1134&#x2013;50</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S0140-6736(16)31891-8</pub-id>
</citation>
</ref>
<ref id="B2">
<label>2</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>XY</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>JT</given-names>
</name>
<name>
<surname>Guo</surname> <given-names>T</given-names>
</name>
<name>
<surname>Kong</surname> <given-names>XY</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>L</given-names>
</name>
<name>
<surname>Zhai</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Risk factors and a predictive nomogram for non-sentinel lymph node metastases in chinese breast cancer patients with one or two sentinel lymph node macrometastases and mastectomy</article-title>. <source>Curr Oncol</source>. (<year>2019</year>) <volume>26</volume>:<page-range>210&#x2013;5</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.3747/co.26.4295</pub-id>
</citation>
</ref>
<ref id="B3">
<label>3</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cheng</surname> <given-names>M</given-names>
</name>
<name>
<surname>Zhuang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>L</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>T</given-names>
</name>
<name>
<surname>Lin</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>A nomogram to predict non&#x2013;sentinel lymph node metastasis in patients with initial cN+ breast cancer that downstages to cN0 after neoadjuvant chemotherapy</article-title>. <source>J Surg Oncol</source>. (<year>2020</year>) <volume>122</volume>:<page-range>373&#x2013;81</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/jso.25989</pub-id>
</citation>
</ref>
<ref id="B4">
<label>4</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Krag</surname> <given-names>DN</given-names>
</name>
<name>
<surname>Anderson</surname> <given-names>SJ</given-names>
</name>
<name>
<surname>Julian</surname> <given-names>TB</given-names>
</name>
<name>
<surname>Brown</surname> <given-names>AM</given-names>
</name>
<name>
<surname>Harlow</surname> <given-names>SP</given-names>
</name>
<name>
<surname>Costantino</surname> <given-names>JP</given-names>
</name>
<etal/>
</person-group>. <article-title>Sentinel-lymph-node resection compared with conventional axillary-lymph-node dissection in clinically node-negative patients with breast cancer: overall survival findings from the NSABP B-32 randomised phase 3 trial</article-title>. <source>Lancet Oncol</source>. (<year>2010</year>) <volume>11</volume>:<page-range>927&#x2013;33</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S1470-2045(10)70207-2</pub-id>
</citation>
</ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lei</surname> <given-names>H</given-names>
</name>
<name>
<surname>Yuan</surname> <given-names>P</given-names>
</name>
<name>
<surname>Guo</surname> <given-names>C</given-names>
</name>
<name>
<surname>Ying</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>Development and validation of nomograms for predicting axillary non-SLN metastases in breast cancer patients: A retrospective analysis</article-title>. <source>Front Oncol</source>. (<year>2023</year>) <volume>13</volume>:<elocation-id>1096589</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fonc.2023.1096589</pub-id>
</citation>
</ref>
<ref id="B6">
<label>6</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rubio</surname> <given-names>IT</given-names>
</name>
<name>
<surname>Espinosa-Bravo</surname> <given-names>M</given-names>
</name>
<name>
<surname>Rodrigo</surname> <given-names>M</given-names>
</name>
<name>
<surname>Diaz</surname> <given-names>MAV</given-names>
</name>
<name>
<surname>Hardisson</surname> <given-names>D</given-names>
</name>
<name>
<surname>Sagasta</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Nomogram including the total tumoral load in the sentinel nodes assessed by one-step nucleic acid amplification as a new factor for predicting nonsentinel lymph node metastasis in breast cancer patients</article-title>. <source>Breast Cancer Res Treat</source>. (<year>2014</year>) <volume>147</volume>:<page-range>371&#x2013;80</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s10549-014-3108-2</pub-id>
</citation>
</ref>
<ref id="B7">
<label>7</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Fan</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Jin</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Cui</surname> <given-names>M</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>X</given-names>
</name>
<name>
<surname>Jin</surname> <given-names>F</given-names>
</name>
<etal/>
</person-group>. <article-title>Axillary management for early invasive breast cancer patients: Who will truly benefit</article-title>? <source>Front Oncol</source>. (<year>2022</year>) <volume>12</volume>:<elocation-id>989975</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fonc.2022.989975</pub-id>
</citation>
</ref>
<ref id="B8">
<label>8</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Giuliano</surname> <given-names>AE</given-names>
</name>
<name>
<surname>Ballman</surname> <given-names>KV</given-names>
</name>
<name>
<surname>McCall</surname> <given-names>L</given-names>
</name>
<name>
<surname>Beitsch</surname> <given-names>PD</given-names>
</name>
<name>
<surname>Brennan</surname> <given-names>MB</given-names>
</name>
<name>
<surname>Kelemen</surname> <given-names>PR</given-names>
</name>
<etal/>
</person-group>. <article-title>Effect of axillary dissection vs no axillary dissection on 10-year overall survival among women with invasive breast cancer and sentinel node metastasis: the ACOSOG Z0011 (Alliance) randomized clinical trial</article-title>. <source>JAMA</source>. (<year>2017</year>) <volume>318</volume>:<page-range>918&#x2013;26</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1001/jama.2017.11470</pub-id>
</citation>
</ref>
<ref id="B9">
<label>9</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sanvido</surname> <given-names>VM</given-names>
</name>
<name>
<surname>Elias</surname> <given-names>S</given-names>
</name>
<name>
<surname>Facina</surname> <given-names>G</given-names>
</name>
<name>
<surname>Bromberg</surname> <given-names>SE</given-names>
</name>
<name>
<surname>Naz&#xe1;rio</surname> <given-names>ACP</given-names>
</name>
</person-group>. <article-title>Survival and recurrence with or without axillary dissection in patients with invasive breast cancer and sentinel node metastasis</article-title>. <source>Sci Rep</source>. (<year>2021</year>) <volume>11</volume>:<fpage>19893</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41598-021-99359-w</pub-id>
</citation>
</ref>
<ref id="B10">
<label>10</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Si</surname> <given-names>J</given-names>
</name>
<name>
<surname>Guo</surname> <given-names>R</given-names>
</name>
<name>
<surname>Pan</surname> <given-names>H</given-names>
</name>
<name>
<surname>Lu</surname> <given-names>X</given-names>
</name>
<name>
<surname>Guo</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Han</surname> <given-names>C</given-names>
</name>
<etal/>
</person-group>. <article-title>Axillary lymph node dissection can be omitted in breast cancer patients with mastectomy and false-negative frozen section in sentinel lymph node biopsy</article-title>. <source>Front Oncol</source>. (<year>2022</year>) <volume>12</volume>:<elocation-id>869864</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fonc.2022.869864</pub-id>
</citation>
</ref>
<ref id="B11">
<label>11</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhou</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Pu</surname> <given-names>S</given-names>
</name>
<name>
<surname>Jiang</surname> <given-names>S</given-names>
</name>
<name>
<surname>Li</surname> <given-names>D</given-names>
</name>
<name>
<surname>Li</surname> <given-names>S</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>Y</given-names>
</name>
<etal/>
</person-group>. <article-title>The prognostic significance of further axillary dissection for sentinel lymph node micrometastases in female breast cancer: A competing risk analysis using the SEER database</article-title>. <source>Front Oncol</source>. (<year>2022</year>) <volume>12</volume>:<elocation-id>1012646</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fonc.2022.1012646</pub-id>
</citation>
</ref>
<ref id="B12">
<label>12</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ruiz</surname> <given-names>J</given-names>
</name>
<name>
<surname>Maldonado</surname> <given-names>G</given-names>
</name>
<name>
<surname>Ablah</surname> <given-names>E</given-names>
</name>
<name>
<surname>Okut</surname> <given-names>H</given-names>
</name>
<name>
<surname>Reyes</surname> <given-names>J</given-names>
</name>
<name>
<surname>Quinn</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>Could lymph node evaluation be eliminated in nearly 50% of women with early stage ER/PR positive breast cancer</article-title>? <source>Am J Surg</source>. (<year>2020</year>) <volume>220</volume>:<page-range>1417&#x2013;21</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.amjsurg.2020.10.003</pub-id>
</citation>
</ref>
<ref id="B13">
<label>13</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Oda</surname> <given-names>G</given-names>
</name>
<name>
<surname>Nakagawa</surname> <given-names>T</given-names>
</name>
<name>
<surname>Mori</surname> <given-names>H</given-names>
</name>
<name>
<surname>Onishi</surname> <given-names>I</given-names>
</name>
<name>
<surname>Fujioka</surname> <given-names>T</given-names>
</name>
<name>
<surname>Mori</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Factors predicting upstaging from clinical N0 to pN2a/N3a in breast cancer patients</article-title>. <source>WJCO</source>. (<year>2022</year>) <volume>13</volume>:<page-range>748&#x2013;57</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.5306/wjco.v13.i9.748</pub-id>
</citation>
</ref>
<ref id="B14">
<label>14</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<collab>International Breast Cancer Study Group</collab>
<name>
<surname>Rudenstam</surname> <given-names>C-M</given-names>
</name>
<name>
<surname>Zahrieh</surname> <given-names>D</given-names>
</name>
<name>
<surname>Forbes</surname> <given-names>JF</given-names>
</name>
<name>
<surname>Crivellari</surname> <given-names>D</given-names>
</name>
<name>
<surname>Holmberg</surname> <given-names>SB</given-names>
</name>
<etal/>
</person-group>. <article-title>Randomized trial comparing axillary clearance versus no axillary clearance in older patients with breast cancer: first results of International Breast Cancer Study Group Trial 10-93</article-title>. <source>J Clin Oncol</source>. (<year>2006</year>) <volume>24</volume>:<page-range>337&#x2013;44</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1200/JCO.2005.01.5784</pub-id>
</citation>
</ref>
<ref id="B15">
<label>15</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gao</surname> <given-names>W</given-names>
</name>
<name>
<surname>Lu</surname> <given-names>S</given-names>
</name>
<name>
<surname>Zeng</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>X</given-names>
</name>
<name>
<surname>Shen</surname> <given-names>K</given-names>
</name>
</person-group>. <article-title>Axilla lymph node dissection can be safely omitted in patients with 1&#x2013;2 positive sentinel nodes receiving mastectomy: a large multi-institutional study and a systemic meta-analysis</article-title>. <source>Breast Cancer Res Treat</source>. (<year>2022</year>) <volume>196</volume>:<page-range>129&#x2013;41</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s10549-022-06727-9</pub-id>
</citation>
</ref>
<ref id="B16">
<label>16</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname> <given-names>BK</given-names>
</name>
<name>
<surname>Park</surname> <given-names>B-W</given-names>
</name>
<name>
<surname>Hur</surname> <given-names>MH</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>H-B</given-names>
</name>
<name>
<surname>Park</surname> <given-names>MH</given-names>
</name>
<name>
<surname>Jeong</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Omission of axillary lymph node dissection in patients who underwent total mastectomy with 1 or 2 metastatic lymph nodes</article-title>. <source>Ann Surg Treat Res</source>. (<year>2020</year>) <volume>98</volume>:<page-range>283&#x2013;90</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.4174/astr.2020.98.6.283</pub-id>
</citation>
</ref>
<ref id="B17">
<label>17</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>FitzSullivan</surname> <given-names>E</given-names>
</name>
<name>
<surname>Bassett</surname> <given-names>RL</given-names>
</name>
<name>
<surname>Kuerer</surname> <given-names>HM</given-names>
</name>
<name>
<surname>Mittendorf</surname> <given-names>EA</given-names>
</name>
<name>
<surname>Yi</surname> <given-names>M</given-names>
</name>
<name>
<surname>Hunt</surname> <given-names>KK</given-names>
</name>
<etal/>
</person-group>. <article-title>Outcomes of sentinel lymph node-positive breast cancer patients treated with mastectomy without axillary therapy</article-title>. <source>Ann Surg Oncol</source>. (<year>2017</year>) <volume>24</volume>:<page-range>652&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1245/s10434-016-5605-5</pub-id>
</citation>
</ref>
<ref id="B18">
<label>18</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>F</given-names>
</name>
<name>
<surname>Li</surname> <given-names>X</given-names>
</name>
<name>
<surname>Lin</surname> <given-names>X</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>L</given-names>
</name>
<name>
<surname>Lin</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>Can axillary lymph node dissection be omitted in breast cancer patients with metastatic sentinel lymph nodes undergoing mastectomy? A systematic review and meta-analysis of real-world evidence</article-title>. <source>World J Surg</source>. (<year>2023</year>) <volume>47</volume>:<page-range>2446&#x2013;56</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00268-023-07072-8</pub-id>
</citation>
</ref>
<ref id="B19">
<label>19</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schwieger</surname> <given-names>L</given-names>
</name>
<name>
<surname>Postlewait</surname> <given-names>LM</given-names>
</name>
<name>
<surname>Subhedar</surname> <given-names>PD</given-names>
</name>
<name>
<surname>Geng</surname> <given-names>F</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Gillespie</surname> <given-names>T</given-names>
</name>
<etal/>
</person-group>. <article-title>Patterns of completion axillary dissection for patients with cT1-2N0 breast cancer undergoing total mastectomy with positive sentinel lymph nodes</article-title>. <source>J Surg Oncol</source>. (<year>2023</year>). <volume>129</volume>(<issue>3</issue>):<page-range>468&#x2013;80</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/jso.27503</pub-id>
</citation>
</ref>
<ref id="B20">
<label>20</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Giuliano</surname> <given-names>AE</given-names>
</name>
<name>
<surname>Ballman</surname> <given-names>K</given-names>
</name>
<name>
<surname>McCall</surname> <given-names>L</given-names>
</name>
<name>
<surname>Beitsch</surname> <given-names>P</given-names>
</name>
<name>
<surname>Whitworth</surname> <given-names>PW</given-names>
</name>
<name>
<surname>Blumencranz</surname> <given-names>P</given-names>
</name>
<etal/>
</person-group>. <article-title>Locoregional recurrence after sentinel lymph node dissection with or without axillary dissection in patients with sentinel lymph node metastases: long-term follow-up from the american college of surgeons oncology group (Alliance) ACOSOG Z0011 randomized trial</article-title>. <source>Ann Surg</source>. (<year>2016</year>) <volume>264</volume>:<page-range>413&#x2013;20</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1097/SLA.0000000000001863</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>Allison</surname> <given-names>KH</given-names>
</name>
<name>
<surname>Harvey</surname> <given-names>BE</given-names>
</name>
<name>
<surname>Mangu</surname> <given-names>PB</given-names>
</name>
<name>
<surname>Bartlett</surname> <given-names>JMS</given-names>
</name>
<etal/>
</person-group>. <article-title>Human epidermal growth factor receptor 2 testing in breast cancer: american society of clinical oncology/college of american pathologists clinical practice guideline focused update</article-title>. <source>JCO</source>. (<year>2018</year>) <volume>36</volume>:<page-range>2105&#x2013;22</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1200/JCO.2018.77.8738</pub-id>
</citation>
</ref>
<ref id="B22">
<label>22</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Poodt</surname> <given-names>IGM</given-names>
</name>
<name>
<surname>Spronk</surname> <given-names>PER</given-names>
</name>
<name>
<surname>Vugts</surname> <given-names>G</given-names>
</name>
<name>
<surname>van Dalen</surname> <given-names>T</given-names>
</name>
<name>
<surname>Peeters</surname> <given-names>MTFDV</given-names>
</name>
<name>
<surname>Rots</surname> <given-names>ML</given-names>
</name>
<etal/>
</person-group>. <article-title>Trends on axillary surgery in nondistant metastatic breast cancer patients treated between 2011 and 2015: A dutch population-based study in the ACOSOG-Z0011 and AMAROS era</article-title>. <source>Ann Surg</source>. (<year>2018</year>) <volume>268</volume>:<page-range>1084&#x2013;90</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1097/SLA.0000000000002440</pub-id>
</citation>
</ref>
<ref id="B23">
<label>23</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<collab>Early Breast Cancer Trialists&#x2019; Collaborative Group (EBCTCG)</collab>
</person-group>. <article-title>Long-term outcomes for neoadjuvant versus adjuvant chemotherapy in early breast cancer: meta-analysis of individual patient data from ten randomised trials</article-title>. <source>Lancet Oncol</source>. (<year>2018</year>) <volume>19</volume>:<fpage>27</fpage>&#x2013;<lpage>39</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S1470-2045(17)30777-5</pub-id>
</citation>
</ref>
<ref id="B24">
<label>24</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gilmore</surname> <given-names>RC</given-names>
</name>
<name>
<surname>Sebai</surname> <given-names>ME</given-names>
</name>
<name>
<surname>Psoter</surname> <given-names>KJ</given-names>
</name>
<name>
<surname>Prasath</surname> <given-names>V</given-names>
</name>
<name>
<surname>Siotos</surname> <given-names>C</given-names>
</name>
<name>
<surname>Broderick</surname> <given-names>KP</given-names>
</name>
<etal/>
</person-group>. <article-title>Analysis of breast cancer patients with T1-2 tumors and 1-3 positive lymph nodes treated with or without postmastectomy radiation therapy</article-title>. <source>Sci Rep</source>. (<year>2020</year>) <volume>10</volume>:<fpage>9887</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41598-020-66495-8</pub-id>
</citation>
</ref>
<ref id="B25">
<label>25</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fan</surname> <given-names>Y-J</given-names>
</name>
<name>
<surname>Li</surname> <given-names>J-C</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>D-M</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>H-L</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>X-B</given-names>
</name>
<etal/>
</person-group>. <article-title>Efficacy and safety comparison between axillary lymph node dissection with no axillary surgery in patients with sentinel node-positive breast cancer: a systematic review and meta-analysis</article-title>. <source>BMC Surg</source>. (<year>2023</year>) <volume>23</volume>:<fpage>209</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12893-023-02101-8</pub-id>
</citation>
</ref>
<ref id="B26">
<label>26</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Joo</surname> <given-names>JH</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>SS</given-names>
</name>
<name>
<surname>Son</surname> <given-names>BH</given-names>
</name>
<name>
<surname>Ahn</surname> <given-names>SD</given-names>
</name>
<name>
<surname>Jung</surname> <given-names>JH</given-names>
</name>
<name>
<surname>Choi</surname> <given-names>EK</given-names>
</name>
<etal/>
</person-group>. <article-title>Axillary lymph node dissection does not improve post-mastectomy overall or disease-free survival among breast cancer patients with 1-3 positive nodes</article-title>. <source>Cancer Res Treat</source>. (<year>2019</year>) <volume>51</volume>:<page-range>1011&#x2013;21</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.4143/crt.2018.438</pub-id>
</citation>
</ref>
<ref id="B27">
<label>27</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lowery</surname> <given-names>AJ</given-names>
</name>
<name>
<surname>Kell</surname> <given-names>MR</given-names>
</name>
<name>
<surname>Glynn</surname> <given-names>RW</given-names>
</name>
<name>
<surname>Kerin</surname> <given-names>MJ</given-names>
</name>
<name>
<surname>Sweeney</surname> <given-names>KJ</given-names>
</name>
</person-group>. <article-title>Locoregional recurrence after breast cancer surgery: a systematic review by receptor phenotype</article-title>. <source>Breast Cancer Res Treat</source>. (<year>2012</year>) <volume>133</volume>:<page-range>831&#x2013;41</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s10549-011-1891-6</pub-id>
</citation>
</ref>
<ref id="B28">
<label>28</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Luo</surname> <given-names>J</given-names>
</name>
<name>
<surname>Jin</surname> <given-names>K</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Biological subtype predicts locoregional recurrence after postmastectomy radiotherapy in Chinese breast cancer patients</article-title>. <source>Cancer Med</source>. (<year>2020</year>) <volume>9</volume>:<page-range>2427&#x2013;34</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/cam4.2904</pub-id>
</citation>
</ref>
<ref id="B29">
<label>29</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lawton</surname> <given-names>TJ</given-names>
</name>
</person-group>. <article-title>Update on the use of molecular subtyping in breast cancer</article-title>. <source>Adv Anat Pathol</source>. (<year>2023</year>) <volume>30</volume>:<page-range>368&#x2013;73</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1097/PAP.0000000000000416</pub-id>
</citation>
</ref>
<ref id="B30">
<label>30</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yao</surname> <given-names>N</given-names>
</name>
<name>
<surname>Song</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>S</given-names>
</name>
<name>
<surname>Song</surname> <given-names>H</given-names>
</name>
</person-group>. <article-title>Prognostic impact of progesterone receptor status in chinese estrogen receptor positive invasive breast cancer patients</article-title>. <source>J Breast Cancer</source>. (<year>2017</year>) <volume>20</volume>:<elocation-id>160</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.4048/jbc.2017.20.2.160</pub-id>
</citation>
</ref>
<ref id="B31">
<label>31</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Arisio</surname> <given-names>R</given-names>
</name>
<name>
<surname>Borella</surname> <given-names>F</given-names>
</name>
<name>
<surname>Porpiglia</surname> <given-names>M</given-names>
</name>
<name>
<surname>Durando</surname> <given-names>A</given-names>
</name>
<name>
<surname>Bellino</surname> <given-names>R</given-names>
</name>
<name>
<surname>Bau</surname> <given-names>MG</given-names>
</name>
<etal/>
</person-group>. <article-title>Axillary Dissection <italic>vs.</italic> no Axillary Dissection in Breast Cancer Patients With Positive Sentinel Lymph Node: A Single Institution Experience</article-title>. <source>In Vivo</source>. (<year>2019</year>) <volume>33</volume>:<page-range>1941&#x2013;7</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.21873/invivo.11689</pub-id>
</citation>
</ref>
<ref id="B32">
<label>32</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Tang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Jing</surname> <given-names>H</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>G</given-names>
</name>
<name>
<surname>Jin</surname> <given-names>J</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>Y</given-names>
</name>
<etal/>
</person-group>. <article-title>Risk stratification for prediction of locoregional recurrence in patients with pathologic T1&#x2013;2N0 breast cancer after mastectomy</article-title>. <source>BMC Cancer</source>. (<year>2020</year>) <volume>20</volume>:<fpage>1132</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12885-020-07594-7</pub-id>
</citation>
</ref>
<ref id="B33">
<label>33</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Park</surname> <given-names>KU</given-names>
</name>
<name>
<surname>Caudle</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Management of the axilla in the patient with breast cancer</article-title>. <source>Surg Clinics North America</source>. (<year>2018</year>) <volume>98</volume>:<page-range>747&#x2013;60</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.suc.2018.04.001</pub-id>
</citation>
</ref>
<ref id="B34">
<label>34</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Luo</surname> <given-names>S-P</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>Q-S</given-names>
</name>
<name>
<surname>Lin</surname> <given-names>Y-X</given-names>
</name>
<name>
<surname>Song</surname> <given-names>C-G</given-names>
</name>
</person-group>. <article-title>Association of axillary lymph node evaluation with survival in women aged 70 years or older with breast cancer</article-title>. <source>Front Oncol</source>. (<year>2021</year>) <volume>10</volume>:<elocation-id>596545</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fonc.2020.596545</pub-id>
</citation>
</ref>
<ref id="B35">
<label>35</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Fu</surname> <given-names>H</given-names>
</name>
<name>
<surname>Zhong</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Jiang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Pan</surname> <given-names>H</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>X</given-names>
</name>
<etal/>
</person-group>. <article-title>Local and systemic therapy may be safely de-escalated in elderly breast cancer patients in China: A retrospective cohort study</article-title>. <source>Front Oncol</source>. (<year>2022</year>) <volume>12</volume>:<elocation-id>958116</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fonc.2022.958116</pub-id>
</citation>
</ref>
<ref id="B36">
<label>36</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xu</surname> <given-names>L</given-names>
</name>
<name>
<surname>Wen</surname> <given-names>N</given-names>
</name>
<name>
<surname>Qiu</surname> <given-names>J</given-names>
</name>
<name>
<surname>He</surname> <given-names>T</given-names>
</name>
<name>
<surname>Tan</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Predicting survival benefit of sparing sentinel lymph node biopsy in low-risk elderly patients with early breast cancer: A population-based analysis</article-title>. <source>Front Oncol</source>. (<year>2020</year>) <volume>10</volume>:<elocation-id>1718</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fonc.2020.01718</pub-id>
</citation>
</ref>
<ref id="B37">
<label>37</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gu</surname> <given-names>C</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>X</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>L</given-names>
</name>
<name>
<surname>He</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Ouyang</surname> <given-names>T</given-names>
</name>
<name>
<surname>Li</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Impact of sentinel lymph node biopsy on treatment decision and survival in patients aged &#x2265;70 years with breast cancer: A retrospective study</article-title>. <source>Technol Cancer Res Treat</source>. (<year>2022</year>) <volume>21</volume>:<elocation-id>15330338221137216</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1177/15330338221137216</pub-id>
</citation>
</ref>
<ref id="B38">
<label>38</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Anderson</surname> <given-names>SJ</given-names>
</name>
<name>
<surname>Wapnir</surname> <given-names>I</given-names>
</name>
<name>
<surname>Dignam</surname> <given-names>JJ</given-names>
</name>
<name>
<surname>Fisher</surname> <given-names>B</given-names>
</name>
<name>
<surname>Mamounas</surname> <given-names>EP</given-names>
</name>
<name>
<surname>Jeong</surname> <given-names>J-H</given-names>
</name>
<etal/>
</person-group>. <article-title>Prognosis after ipsilateral breast tumor recurrence and locoregional recurrences in patients treated by breast-conserving therapy in five National Surgical Adjuvant Breast and Bowel Project protocols of node-negative breast cancer</article-title>. <source>J Clin Oncol</source>. (<year>2009</year>) <volume>27</volume>:<page-range>2466&#x2013;73</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1200/JCO.2008.19.8424</pub-id>
</citation>
</ref>
<ref id="B39">
<label>39</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Costeira</surname> <given-names>B</given-names>
</name>
<name>
<surname>Da Silva</surname> <given-names>FB</given-names>
</name>
<name>
<surname>Fonseca</surname> <given-names>F</given-names>
</name>
<name>
<surname>Oom</surname> <given-names>R</given-names>
</name>
<name>
<surname>Costa</surname> <given-names>C</given-names>
</name>
<name>
<surname>Moniz</surname> <given-names>JV</given-names>
</name>
<etal/>
</person-group>. <article-title>Long-term locoregional recurrence in patients treated for breast cancer</article-title>. <source>Breast Cancer Res Treat</source>. (<year>2023</year>) <volume>202</volume>:<page-range>551&#x2013;61</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s10549-023-07089-6</pub-id>
</citation>
</ref>
<ref id="B40">
<label>40</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mouabbi</surname> <given-names>JA</given-names>
</name>
<name>
<surname>Hassan</surname> <given-names>A</given-names>
</name>
<name>
<surname>Lim</surname> <given-names>B</given-names>
</name>
<name>
<surname>Hortobagyi</surname> <given-names>GN</given-names>
</name>
<name>
<surname>Tripathy</surname> <given-names>D</given-names>
</name>
<name>
<surname>Layman</surname> <given-names>RM</given-names>
</name>
</person-group>. <article-title>Invasive lobular carcinoma: an understudied emergent subtype of breast cancer</article-title>. <source>Breast Cancer Res Treat</source>. (<year>2022</year>) <volume>193</volume>:<page-range>253&#x2013;64</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s10549-022-06572-w</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>