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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Oncol.</journal-id>
<journal-title>Frontiers in Oncology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Oncol.</abbrev-journal-title>
<issn pub-type="epub">2234-943X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fonc.2021.676038</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>Safety and Benefit Of Sentinel Lymph Nodes Biopsy Compared to Regional Lymph Node Dissection in Primary Vulvar Cancer Patients Without Distant Metastasis and Adjacent Organ Invasion: A Retrospective Population Study</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Zhou</surname>
<given-names>Weili</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/898267"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bai</surname>
<given-names>Yang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Yue</surname>
<given-names>Yangyang</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/712343"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of General Surgery, Shengjing Hospital, China Medical University</institution>, <addr-line>Shenyang</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Health Management, Shengjing Hospital, China Medical University</institution>, <addr-line>Shenyang</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Andrea Papadia, University of Italian Switzerland, Switzerland</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Elena Teodorico, Agostino Gemelli University Polyclinic, Italy; Yasuhiro Nakamura, Saitama Medical University International Medical Center, Japan</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Yangyang Yue, <email xlink:href="mailto:yueyy1@sj-hospital.org">yueyy1@sj-hospital.org</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Gynecological Oncology, a section of the journal Frontiers in Oncology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>26</day>
<month>07</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>11</volume>
<elocation-id>676038</elocation-id>
<history>
<date date-type="received">
<day>04</day>
<month>03</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>06</day>
<month>07</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Zhou, Bai and Yue</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Zhou, Bai and Yue</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 safety and benefit of sentinel lymph node biopsy (SLNB) compared with regional lymph node dissection (RLND) and no lymph nodes removed (NA) in patients with vulvar squamous cell cancer (VSCC) was not well studied.</p>
</sec>
<sec>
<title>Methods</title>
<p>A retrospective analysis on VSCC patients without distant metastasis and adjacent organ invasion from the Surveillance, Epidemiology, and End Results Program database between 2004 and 2016 was carried out. Within subgroups stratified by negative (LN&#x2212;) or positive (LN+) regional lymph node findings, inverse probability weighting (IPW) adjusted multivariate Fine-Gray compete risk (CR) model and accelerated failure time (AFT) model was used to investigate the factors associated with and cancer-specific survival (CSS) and overall survival (OS).</p>
</sec>
<sec>
<title>Results</title>
<p>Of the 3,161 VSCC patients treated with surgery, 287 (9.1%) underwent SLNB, 1,716 (54.3%) underwent RLND, and 1,158 (36.6%) had no regional lymph nodes removed. As illustrated by IPW adjusted multivariate regressions, SLNB was significantly associated with prolonged CSS (LN&#x2212;, adjusted sub-proportional hazard ratio [sHR] = 0.42; 95% confidence interval [CI], 0.19&#x2013;0.93; <italic>P=</italic>0.032; LN+, adjusted sHR = 0.29; 95% CI, 0.16&#x2013;0.54, <italic>P&lt;</italic>0.001) and OS (LN&#x2212;, adjusted time ratio [TR] = 1.38; 95% CI, 0.82&#x2013;2.32; <italic>P=</italic>0.226; LN+, adjusted TR = 2.68; 95% CI, 1.73&#x2013;4.14; <italic>P&lt;</italic>0.001), although the effect of SLNB on OS was not significant within the LN&#x2212; cohort. Moreover, SLNB led to improved CSS (adjusted sHR = 0.40; 95% CI, 0.23&#x2013;0.70; <italic>P =</italic> 0.001) and OS (adjusted TR=1.15, 95% CI 0.76-1.73, <italic>P=</italic>0.279) compared with NA. Age was a significant prognostic factor of CSS and OS, whereas tumor size, surgery type, and invasion depth were not.</p>
</sec>
<sec>
<title>Conclusions</title>
<p>SLNB leads to significantly prolonged CSS and OS in VSCC surgery patients without distant metastasis and adjacent organ invasion than RLND, except for the similar OS in the LN&#x2212; cohort. SLNB could be carried out preferentially for VSCC surgery patients without distant metastasis and adjacent organ invasion, irrespective of tumor size, surgery type, invasion depth, and regional lymph nodes metastasis. Further prospective clinical trials are warranted to confirm the findings of this study.</p>
</sec>
</abstract>
<kwd-group>
<kwd>regional lymph node dissection</kwd>
<kwd>sentinel lymph node biopsy</kwd>
<kwd>surgery</kwd>
<kwd>tumor size</kwd>
<kwd>vulvar cancer</kwd>
<kwd>age</kwd>
<kwd>invasion depth</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="25"/>
<page-count count="9"/>
<word-count count="3652"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Vulvar cancer is a rare malignancy that accounts for about 5% of all gynecologic cancer cases, with more than 6,100 newly diagnosed cases yearly in the United States, leading to nearly 1,400 deaths (<xref ref-type="bibr" rid="B1">1</xref>). Ninety percent of vulvar cancers are squamous cell carcinomas (VSCC) (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>). Currently, the primary treatment for VSCC is surgical resection and radiotherapy (with or without chemotherapy) if necessary (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B4">4</xref>).</p>
<p>Vulvar cancer usually spreads to regional lymph nodes, such as the inguinal, femoral, or pelvic lymph nodes. The more the regional lymph nodes were involved, the worse the long-term survival was (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>). Therefore, regional lymph nodes dissection (RLND), covering inguinal and femoral lymph nodes, was usually performed to remove lymph nodes for work-up or therapy intent. However, RLND has a high probability of short- and long-term complications that are the leading cause of death after surgical treatment, such as wound breakdown, wound infection, lymphoceles, lymphedema, cellulitis, and erysipelas (<xref ref-type="bibr" rid="B7">7</xref>). After implementing several new surgical techniques of lymph nodes dissection procedure, the morbidity of complications after RLND decreased in recent years but remains high and clinically meaningful (<xref ref-type="bibr" rid="B8">8</xref>). Thus, sentinel lymph nodes biopsy (SLNB) was preferred to replace RLND for selected VSCC patients because of its less aggressiveness and lower probability of surgery complications (<xref ref-type="bibr" rid="B9">9</xref>). Moreover, SLNB has been proven to have high sensitivity of more than 95% to indicate positive regional lymph nodes and a specialty of as high as 100% (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>). However, more than 50% of VSCC patients still received RLND alone because of the limited application of SLNB (<xref ref-type="bibr" rid="B7">7</xref>), which was led to by the limited evidence on the safety and effectiveness of SLNB because of the rarity of vulvar carcinoma.</p>
<p>Thus, it is urgent to identify the safety and efficacy of SLNB in VSCC surgery patients, especially in those with negative regional lymph node findings. Therefore, we compared the long-term survival between patients who underwent SLNB and those who underwent RLND or NA in a large real-world cohort, controlling for several factors.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials And Methods</title>
<sec id="s2_1">
<title>Data Source and Study Population</title>
<p>The Surveillance, Epidemiology, and End Results (SEER) Program database of the National Cancer Institute was retrieved to identify patients with primary vulvar carcinoma from 2004 to 2016. Patients with the International Classification of Diseases for Oncology, 3rd Edition (ICD-O-3) primary site code of C51.0, C51.1, C51.2, C51.8 C51.9, and the ICD-O-3 histology codes of 8050-8084 (as squamous cell carcinoma) were enrolled (<xref ref-type="bibr" rid="B11">11</xref>).</p>
<p>Moreover, patients were excluded by the following criteria: 1)&#xa0;not squamous cell carcinoma; 2) not the first primary tumor; 3) survival months &lt;1; 4) age at diagnosis &lt; 18 or &gt;80 years; 5)&#xa0;tumor size &lt;1 millimeter; 6) no surgery performed; 7)&#xa0;debulking; 8) surgery not otherwise specified; 9) surgery performed unknown; 7) Distant metastasis; 8) Adjacent organ invasion; 9) AJCC pathologic staging criteria violation; 10)&#xa0;Lymph nodes removed unknown; 11) Positive lymph nodes without dissection. In addition, Debulking was excluded because it is performed for palliative rather than curative intent.</p>
<p>The region, insurance status, year of diagnosis, age at diagnosis, race, marital status, primary site, pathological grade, tumor size, invasion depth, surgery type, radiotherapy, lymph node size, and SLNB were derived from the corresponding fields of the SEER database. And then, they were included in regressions because they were found to be prognostic factors (<xref ref-type="bibr" rid="B12">12</xref>&#x2013;<xref ref-type="bibr" rid="B15">15</xref>).</p>
</sec>
<sec id="s2_2">
<title>Outcomes</title>
<p>Vulvar cancer-specific survival (CSS) was the primary outcome calculated according to patients whose death were attributable to vulvar cancer. In contrast, patients who died of other causes rather than vulvar cancer were considered as compete-risks. Overall survival (OS) was the secondary outcome.</p>
</sec>
<sec id="s2_3">
<title>Statistical Analysis</title>
<p>The inverse probability weighting (IPW) was applied to adjust for the imbalance between groups. The region, insurance status, year of diagnosis, age, race, marital status, primary site, pathological grade, tumor size, invasion depth, surgery, radiotherapy, and lymph node size were all included in logit regression models to calculate the probability of the receipt of SLNB. Moreover, the IPW weights were calculated based on the pre-calculated logit models. We calculated IPW weights within each subgroup stratified by microscopically confirmed (positive histology) regional lymph nodes status&#x2014;negative (LN&#x2212;) or positive (LN+) regional lymph nodes findings. To assess the non-inferiority of SLNB compared with no lymph nodes removed (NA), regressions with IPW adjustment for SLNB <italic>versus</italic> NA were also performed. Sensitivity analysis on the missing value of lymph size was carried out to assess the consistency of the effect of SLNB <italic>versus</italic> RLND because clinical lymph node status was an essential confounding factor associated with the choice of SLNB and RLND.</p>
<p>The Kaplan-Meier survival curves were plotted and compared by the Cox test because of IPW adjustment. Multivariate accelerated failure time (AFT) regression models and Fine-Gray compete-risk (CR) models were applied to calculate the time ratio (TR) and sub-distribution hazard ratio (sHR) and their corresponding 95% confidence intervals (95% CIs). A larger TR indicates a more prolonged survival. Univariate regression models were not performed because all the abovementioned factors were included in the multivariate model without stepwise variable filtering. After all, variable filtering based on <italic>P</italic> value was highly controversial. Multivariate Cox regression models were also carried out to evaluate OS, but the proportional hazard hypothesis was violated for some variables. Thus, a series of AFT models using either Gamma, Lognormal, or Weibull distribution was carried out. Finally, the AFT model with lognormal distribution was chosen because it is the simplest model that best fits the sample data set.</p>
<p>A two-tailed <italic>P</italic> value of less than 0.05 was considered statistically significant. All the statistical processes were performed in STATA 16.0 software (StataCorp, College Station, Texas).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Baseline Characteristics</title>
<p>
<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref> shows the sample selection procedure. Of the 3,161 patients in this study, 287 (9.1%) underwent SLNB, 1,716 (54.3%) underwent RLND, and 1,158 (36.6%) had no regional lymph nodes removed. The median [interquartile range, IQR] follow-up of SLNB, RLND, and NA patients were 36 months [20&#x2013;61 months], 52 months [22&#x2013;92 months], and 56 months [28&#x2013;94 months], respectively. The median [IQR] age of SLNB, RLND, and NA patients were 61 [51&#x2013;69], 59 [50&#x2013;70], and 58 [49&#x2013;67], respectively. More SLNB patients were diagnosed after 2010 compared with RLND patients (79.4% <italic>vs</italic>. 54.1%) and have a tumor size of &lt;2&#xa0;cm (47.0% <italic>vs</italic>. 33.0%) and an invasion depth of&#xa0;&gt;1&#xa0;mm (77.0% <italic>vs</italic>. 67.2%). Patients who underwent SLNB had a higher percentage of being alive (86.8% <italic>vs</italic>. 70.6%) and negative lymph node findings (78.8% <italic>vs</italic>. 71.7%) compared with those who underwent RLND (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Flowchart of the patient selection procedure. AJCC, American Joint Committee on Cancer; SLNB, sentinel lymph node biopsy; RLND, regional lymph node dissection; NA, no regional lymph node removed.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-11-676038-g001.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Baseline characteristics.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Characteristics</th>
<th valign="top" align="center">NA</th>
<th valign="top" align="center">RLND</th>
<th valign="top" align="center">SLNB</th>
</tr>
<tr>
<th valign="top" align="center"/>
<th valign="top" align="center">No. (%)</th>
<th valign="top" align="center">No. (%)</th>
<th valign="top" align="center">No. (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<bold>Total</bold>
</td>
<td valign="top" align="center">1158</td>
<td valign="top" align="center">1716</td>
<td valign="top" align="center">287</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Region</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">East</td>
<td valign="top" align="center">599 (51.7)</td>
<td valign="top" align="center">812 (47.3)</td>
<td valign="top" align="center">96 (33.4)</td>
</tr>
<tr>
<td valign="top" align="left">Northern Plains</td>
<td valign="top" align="center">115 (9.9)</td>
<td valign="top" align="center">179 (10.4)</td>
<td valign="top" align="center">42 (14.6)</td>
</tr>
<tr>
<td valign="top" align="left">Pacific Coast</td>
<td valign="top" align="center">399 (34.5)</td>
<td valign="top" align="center">657 (38.3)</td>
<td valign="top" align="center">130 (45.3)</td>
</tr>
<tr>
<td valign="top" align="left">Southwest</td>
<td valign="top" align="center">45 (3.9)</td>
<td valign="top" align="center">68 (4.0)</td>
<td valign="top" align="center">19 (6.6)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Insurance status</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Insured</td>
<td valign="top" align="center">712 (61.5)</td>
<td valign="top" align="center">1038 (60.5)</td>
<td valign="top" align="center">227 (79.1)</td>
</tr>
<tr>
<td valign="top" align="left">Medicaid</td>
<td valign="top" align="center">145 (12.5)</td>
<td valign="top" align="center">237 (13.8)</td>
<td valign="top" align="center">29 (10.1)</td>
</tr>
<tr>
<td valign="top" align="left">Uninsured</td>
<td valign="top" align="center">36 (3.1)</td>
<td valign="top" align="center">80 (4.7)</td>
<td valign="top" align="center">2 (0.7)</td>
</tr>
<tr>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="center">265 (22.9)</td>
<td valign="top" align="center">361 (21.0)</td>
<td valign="top" align="center">29 (10.1)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Year of diagnosis</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">2004-2009</td>
<td valign="top" align="center">492 (42.5)</td>
<td valign="top" align="center">787 (45.9)</td>
<td valign="top" align="center">59 (20.6)</td>
</tr>
<tr>
<td valign="top" align="left">2010-2016</td>
<td valign="top" align="center">666 (57.5)</td>
<td valign="top" align="center">929 (54.1)</td>
<td valign="top" align="center">228 (79.4)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Age</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>median age (IQR), year</bold>
</td>
<td valign="top" align="center">58 (49&#x2013;67)</td>
<td valign="top" align="center">59 (50&#x2013;70)</td>
<td valign="top" align="center">61 (51&#x2013;69)</td>
</tr>
<tr>
<td valign="top" align="left">18-49</td>
<td valign="top" align="center">317 (27.4)</td>
<td valign="top" align="center">419 (24.4)</td>
<td valign="top" align="center">60 (20.9)</td>
</tr>
<tr>
<td valign="top" align="left">50-59</td>
<td valign="top" align="center">326 (28.2)</td>
<td valign="top" align="center">445 (25.9)</td>
<td valign="top" align="center">73 (25.4)</td>
</tr>
<tr>
<td valign="top" align="left">60-69</td>
<td valign="top" align="center">289 (25.0)</td>
<td valign="top" align="center">410 (23.9)</td>
<td valign="top" align="center">84 (29.3)</td>
</tr>
<tr>
<td valign="top" align="left">70-80</td>
<td valign="top" align="center">226 (19.5)</td>
<td valign="top" align="center">442 (25.8)</td>
<td valign="top" align="center">70 (24.4)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Race</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">White</td>
<td valign="top" align="center">985 (85.1)</td>
<td valign="top" align="center">1483 (86.4)</td>
<td valign="top" align="center">268 (93.4)</td>
</tr>
<tr>
<td valign="top" align="left">Black</td>
<td valign="top" align="center">135 (11.7)</td>
<td valign="top" align="center">169 (9.8)</td>
<td valign="top" align="center">9 (3.1)</td>
</tr>
<tr>
<td valign="top" align="left">Other</td>
<td valign="top" align="center">38 (3.3)</td>
<td valign="top" align="center">64 (3.7)</td>
<td valign="top" align="center">10 (3.5)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Marital status</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Married</td>
<td valign="top" align="center">505 (43.6)</td>
<td valign="top" align="center">777 (45.3)</td>
<td valign="top" align="center">149 (51.9)</td>
</tr>
<tr>
<td valign="top" align="left">Single</td>
<td valign="top" align="center">225 (19.4)</td>
<td valign="top" align="center">350 (20.4)</td>
<td valign="top" align="center">44 (15.3)</td>
</tr>
<tr>
<td valign="top" align="left">Divorced/separated/widowed</td>
<td valign="top" align="center">333 (28.8)</td>
<td valign="top" align="center">507 (29.5)</td>
<td valign="top" align="center">75 (26.1)</td>
</tr>
<tr>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="center">95 (8.2)</td>
<td valign="top" align="center">82 (4.8)</td>
<td valign="top" align="center">19 (6.6)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Primary site</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Labium majus</td>
<td valign="top" align="center">83 (7.2)</td>
<td valign="top" align="center">158 (9.2)</td>
<td valign="top" align="center">23 (8.0)</td>
</tr>
<tr>
<td valign="top" align="left">Labium minus</td>
<td valign="top" align="center">55 (4.7)</td>
<td valign="top" align="center">87 (5.1)</td>
<td valign="top" align="center">19 (6.6)</td>
</tr>
<tr>
<td valign="top" align="left">Clitoris</td>
<td valign="top" align="center">10 (0.9)</td>
<td valign="top" align="center">50 (2.9)</td>
<td valign="top" align="center">5 (1.7)</td>
</tr>
<tr>
<td valign="top" align="left">Overlapping lesion</td>
<td valign="top" align="center">40 (3.5)</td>
<td valign="top" align="center">70 (4.1)</td>
<td valign="top" align="center">6 (2.1)</td>
</tr>
<tr>
<td valign="top" align="left">Vulva, NOS</td>
<td valign="top" align="center">970 (83.8)</td>
<td valign="top" align="center">1351 (78.7)</td>
<td valign="top" align="center">234 (81.5)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Pathology grade</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Grade I</td>
<td valign="top" align="center">373 (32.2)</td>
<td valign="top" align="center">460 (26.8)</td>
<td valign="top" align="center">88 (30.7)</td>
</tr>
<tr>
<td valign="top" align="left">Grade II</td>
<td valign="top" align="center">268 (23.1)</td>
<td valign="top" align="center">774 (45.1)</td>
<td valign="top" align="center">131 (45.6)</td>
</tr>
<tr>
<td valign="top" align="left">Grade III/IV</td>
<td valign="top" align="center">83 (7.2)</td>
<td valign="top" align="center">323 (18.8)</td>
<td valign="top" align="center">43 (15.0)</td>
</tr>
<tr>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="center">434 (37.5)</td>
<td valign="top" align="center">159 (9.3)</td>
<td valign="top" align="center">25 (8.7)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Tumor size, cm</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&lt;2</td>
<td valign="top" align="center">627 (54.1)</td>
<td valign="top" align="center">567 (33.0)</td>
<td valign="top" align="center">135 (47.0)</td>
</tr>
<tr>
<td valign="top" align="left">2-4</td>
<td valign="top" align="center">177 (15.3)</td>
<td valign="top" align="center">577 (33.6)</td>
<td valign="top" align="center">101 (35.2)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2265;4</td>
<td valign="top" align="center">100 (8.6)</td>
<td valign="top" align="center">427 (24.9)</td>
<td valign="top" align="center">21 (7.3)</td>
</tr>
<tr>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="center">254 (21.9)</td>
<td valign="top" align="center">145 (8.4)</td>
<td valign="top" align="center">30 (10.5)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Invasion depth, mm</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2264;1</td>
<td valign="top" align="center">496 (42.8)</td>
<td valign="top" align="center">112 (6.5)</td>
<td valign="top" align="center">15 (5.2)</td>
</tr>
<tr>
<td valign="top" align="left">&gt;1</td>
<td valign="top" align="center">278 (24.0)</td>
<td valign="top" align="center">1153 (67.2)</td>
<td valign="top" align="center">221 (77.0)</td>
</tr>
<tr>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="center">384 (33.2)</td>
<td valign="top" align="center">451 (26.3)</td>
<td valign="top" align="center">51 (17.8)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Surgery</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">LTE</td>
<td valign="top" align="center">387 (33.4)</td>
<td valign="top" align="center">109 (6.4)</td>
<td valign="top" align="center">21 (7.3)</td>
</tr>
<tr>
<td valign="top" align="left">SV</td>
<td valign="top" align="center">585 (50.5)</td>
<td valign="top" align="center">727 (42.4)</td>
<td valign="top" align="center">158 (55.1)</td>
</tr>
<tr>
<td valign="top" align="left">TV</td>
<td valign="top" align="center">87 (7.5)</td>
<td valign="top" align="center">314 (18.3)</td>
<td valign="top" align="center">38 (13.2)</td>
</tr>
<tr>
<td valign="top" align="left">RV</td>
<td valign="top" align="center">99 (8.5)</td>
<td valign="top" align="center">566 (33.0)</td>
<td valign="top" align="center">70 (24.4)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Radiotherapy</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="center">1079 (93.2)</td>
<td valign="top" align="center">1279 (74.5)</td>
<td valign="top" align="center">232 (80.8)</td>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">79 (6.8)</td>
<td valign="top" align="center">437 (25.5)</td>
<td valign="top" align="center">55 (19.2)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Chemotherapy</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="center">1125 (97.2)</td>
<td valign="top" align="center">1519 (88.5)</td>
<td valign="top" align="center">264 (92.0)</td>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">33 (2.8)</td>
<td valign="top" align="center">197 (11.5)</td>
<td valign="top" align="center">23 (8.0)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Lymph node size, mm</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&lt;5</td>
<td valign="top" align="center">1158 (100.0)</td>
<td valign="top" align="center">1300 (75.8)</td>
<td valign="top" align="center">242 (84.3)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2265;5</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">91 (5.3)</td>
<td valign="top" align="center">17 (5.9)</td>
</tr>
<tr>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">325 (18.9)</td>
<td valign="top" align="center">28 (9.8)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Lymph node findings</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Negative</td>
<td valign="top" align="center">1158 (100.0)</td>
<td valign="top" align="center">1230 (71.7)</td>
<td valign="top" align="center">226 (78.8)</td>
</tr>
<tr>
<td valign="top" align="left">Positive</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">486 (28.3)</td>
<td valign="top" align="center">61 (21.2)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Follow-up time (IQR), month</bold>
</td>
<td valign="top" align="center">56 (28&#x2013;94)</td>
<td valign="top" align="center">52 (22&#x2013;92)</td>
<td valign="top" align="center">36 (20&#x2013;61)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Outcome</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Alive</td>
<td valign="top" align="center">972 (83.9)</td>
<td valign="top" align="center">1211 (70.6)</td>
<td valign="top" align="center">249 (86.8)</td>
</tr>
<tr>
<td valign="top" align="left">Dead from vulvar cancer</td>
<td valign="top" align="center">67 (5.8)</td>
<td valign="top" align="center">180 (10.5)</td>
<td valign="top" align="center">17 (5.9)</td>
</tr>
<tr>
<td valign="top" align="left">Not dead from vulvar cancer</td>
<td valign="top" align="center">115 (9.9)</td>
<td valign="top" align="center">316 (18.4)</td>
<td valign="top" align="center">20 (7.0)</td>
</tr>
<tr>
<td valign="top" align="left">Dead from unknown cause</td>
<td valign="top" align="center">4 (0.3)</td>
<td valign="top" align="center">9 (0.5)</td>
<td valign="top" align="center">1 (0.3)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>LN&#x2212;, negative regional lymph node findings; LN+, positive regional lymph node findings; NA, no regional lymph node removed; SLNB, sentinel lymph node biopsy; RLND, regional lymph node dissection; cm, centimeter; mm, millimeter; IQR, interquartile range.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_2">
<title>Comparison of Overall Survival and Vulvar Cancer-Specific Survival Between the SLNB and RLND Groups</title>
<p>The IPW adjusted Kaplan-Meier curves of CSS and OS are summarized in <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Overall survival and cancer-specific survival curves after inverse probability weighting. <bold>(A)</bold> overall survival within the LN&#x2212; cohort; <bold>(B)</bold> overall survival within the LN+ cohort; <bold>(C)</bold> cancer-specific survival within the LN&#x2212; cohort; <bold>(D)</bold> cancer-specific survival within the LN+ cohort. LN&#x2212;, negative regional lymph node findings; LN+, positive regional lymph node findings.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-11-676038-g002.tif"/>
</fig>
<p>Patients who underwent SLNB had significantly improved CSS than those who underwent RLND both in the LN&#x2212; cohort (unadjusted sHR=0.41; 95% CI, 0.18&#x2013;0.96; <italic>P=</italic>0.041; adjusted sHR=0.42, 95% CI 0.19&#x2013;0.93, <italic>P=</italic>0.032) and in the LN+ cohort (unadjusted sHR=0.56; 95% CI, 0.32&#x2013;0.98, <italic>P=</italic>0.042; adjusted sHR=0.29; 95% CI, 0.16&#x2013;0.54, <italic>P&lt;</italic>0.001). Notably, patients who received radiotherapy had worse OS than those who did not (sHR=2.91; 95% CI, 1.32&#x2013;6.42; <italic>P=</italic>0.008) in the LN&#x2212; cohort (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref> and <xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Tables&#xa0;1</bold>
</xref>, <xref ref-type="supplementary-material" rid="SF2">
<bold>2</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Forest plot of compete-risk subdistribution hazard ratios (sHR) of cancer-specific survival. sHR, subdistribution hazard ratios; SLNB, sentinel lymph node biopsy; RLND, regional lymph node dissection; NA, no regional lymph node removed.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-11-676038-g003.tif"/>
</fig>
<p>As for the OS, patients who underwent SLNB had prolonged OS than those who underwent RLND in the LN&#x2212; cohort (unadjusted TR=1.51; 95% CI, 0.97&#x2013;2.37; <italic>P=</italic>0.069; adjusted TR=1.38; 95% CI, 0.82&#x2013;2.32; <italic>P=</italic>0.226) and in the LN+ cohort (unadjusted TR=1.21; 95% CI, 0.77&#x2013;1.92; <italic>P=</italic>0.406; adjusted TR=2.68; 95% CI, 1.73&#x2013;4.14; <italic>P&lt;</italic>0.001), although the effect was not significant in the LN&#x2212; cohort. (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref> and <xref ref-type="supplementary-material" rid="SF3">
<bold>Supplementary Tables&#xa0;3</bold>
</xref>, <xref ref-type="supplementary-material" rid="SF4">
<bold>4</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Forest plot of time ratios (TR) of overall survival. TR, time ratio; SLNB, sentinel lymph node biopsy; RLND, regional lymph node dissection; NA, no regional lymph node removed.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-11-676038-g004.tif"/>
</fig>
<p>Older age was associated with a significant worse CSS (LN&#x2212;: 18&#x2013;49, reference; 60-69, adjusted sHR=3.15, <italic>P=</italic>0.005; 70&#x2013;80, adjusted sHR=8.81, <italic>P</italic>&lt;0.001; LN+: 18&#x2013;49, reference; 70&#x2013;80, adjusted sHR=2.19, <italic>P=</italic>0.006) and OS (LN&#x2212;: 18&#x2013;49, reference; 60&#x2013;69, adjusted TR=0.32, <italic>P=</italic>0.002; 70-80, adjusted TR=0.19, <italic>P</italic>&lt;0.001; LN+: 18&#x2013;49, reference; 7&#x2013;80, adjusted TR=0.32, <italic>P</italic>&lt;0.001) (<xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Tables&#xa0;1</bold>
</xref>-<xref ref-type="supplementary-material" rid="SF4">
<bold>4</bold>
</xref>).</p>
</sec>
<sec id="s3_3">
<title>Comparison of Overall Survival and Vulvar Cancer-Specific Survival Between SLNB and NA Groups</title>
<p>To assess the non-inferiority of SLNB compared with NA, we conducted regressions of survival for SLNB and NA groups. Also, we found, compared with patients in the NA group, those who underwent SLNB had significantly prolonged CSS (unadjusted sHR=0.56; 95% CI, 0.31&#x2013;1.00; <italic>P=</italic>0.049; adjusted sHR = 0.40; 95% CI, 0.23&#x2013;0.70; <italic>P=</italic>0.001), but similar OS (unadjusted TR=1.44; 95% CI, 0.94&#x2013;2.21, <italic>P</italic>=0.091; adjusted TR=1.15; 95% CI, 0.76&#x2013;1.73; <italic>P=</italic>0.279) (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3</bold>
</xref>, <xref ref-type="fig" rid="f4">
<bold>4</bold>
</xref> and <xref ref-type="supplementary-material" rid="SF5">
<bold>Supplementary Tables&#xa0;5</bold>
</xref>, <xref ref-type="supplementary-material" rid="SF6">
<bold>6</bold>
</xref>).</p>
</sec>
<sec id="s3_4">
<title>Sensitive Analysis</title>
<p>Because clinical lymph node size was an important factor associated with the choice between SLNB and RLND, we carried out a sensitivity analysis on missing values of lymph node size. We assessed two extreme scenarios: all missing values of lymph node size were considered to be (<xref ref-type="bibr" rid="B1">1</xref>) &lt; 5&#xa0;mm and (<xref ref-type="bibr" rid="B2">2</xref>) &#x2265;5 mm. Then, we performed IPW adjusted AFT and CR regressions for OS and CSS within the LN+ cohort and the overall cohort (combination of LN+ and LN&#x2212;). Finally, the beneficial effect of SLNB on OS and CSS changed slightly but remain consistent (<xref ref-type="supplementary-material" rid="SF7">
<bold>Supplementary Table&#xa0;7</bold>
</xref>).</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>This study&#x2019;s key findings were that SLNB led to significantly prolonged survival outcomes in VSCC surgery patients with no distant metastasis and adjacent organ invading compared to RLND and NA. To our knowledge, this study is the first retrospective study comparing SLNB with RLND in VSCC surgery patients who had no distant metastasis and adjacent organ invading, with 287 patients treated with SLNB and a sample size of 3,161 patients. This study controlled for diverse confounding factors, such as surgery type, tumor size, invasion depth, radiotherapy, and positive lymph nodes findings. IPW adjustment was carried out to minimize the imbalance of variables between groups. This study adds to the supportive evidence of the beneficial effect of SLNB on the survival of VSCC surgery patients and extends the application scope of SLNB.</p>
<p>In this study, the beneficial effect of SLNB compared to RLND on CSS was larger in the LN+ cohort(sHR [95% CI]=0.29 [0.16&#x2013;0.54]) than in the LN&#x2212; cohort (sHR [95% CI]=0.42 [0.19&#x2013;0.93]). Similar larger effect of SLNB was also present for OS in the LN+ cohort (TR [95% CI]=2.68 [1.73&#x2013;4.14]) than in the LN&#x2212; cohort (TR [95% CI]=1.38 [0.82&#x2013;2.32]). Thereby, this study demonstrates that patients in the LN+ cohort could benefit more from SLNB than those in the LN&#x2212; cohort. To explore the non-inferior effect of SLNB, we carried out a comparison between patients treated with SLNB with those with no regional lymph nodes removed, and the result was very promising. Patients treated with SLNB has significantly improved CSS (sHR [95% CI]=0.40 [0.23&#x2013;0.70]) and similar OS (TR [95% CI]=1.15 [0.76&#x2013;1.73]) compared with those in the NA group, which indicates that patients in the NA group might have missing detection of microscopic positive lymph nodes. So the extended application of SLNB was feasible.</p>
<p>Because of vulvar carcinoma&#x2019;s rareness, there have been no random control trials, which may not be feasible because of methodological and ethical issues, providing high-level evidence about the safety and efficacy of SLNB compared with that of RLND (<xref ref-type="bibr" rid="B16">16</xref>). This sizable retrospective study confirmed the significantly superior role of SLNB <italic>versus</italic> RLND in VSCC surgery patients within both the LN&#x2212; and LN+ cohorts. This study found that surgery type, tumor size, and invasion depth did not limit the applying of SLNB, contrary to the previous study&#x2019;s finding that SLNB should be limited to tumors with size &#x2264;4 cm and invasion depth &gt;1&#xa0;mm (<xref ref-type="bibr" rid="B17">17</xref>). Our study provides evidence for extending the indication of the application of SLNB patients with any tumor size and invasion depth, irrespective of surgery type and regional lymph nodes findings. In contrast, age should be taken into account because of its statistically significant association with survival. Together with the cost-efficacy of SLNB, more VSCC surgery patients will benefit from SLNB (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B18">18</xref>).</p>
<p>The explanation of the promising survival outcome associate with SLNB may lie in that several innovation techniques of SLNB, including imaging tracer agent (ranging from blue dye to indocyanine green and Technetium-99m colloid albumin as well as their combination) and imaging equipment (from lymphoscintigraphy, single-photon emission computed tomography or computed tomography [SPECT/CT] to a fusion of SPECT/CT and ultrasound), have dramatically progressed the precision of lymph node localization (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B20">20</xref>). SPECT/CT could currently personalize lymphatic mapping and provide detailed information about the number and anatomical location of sentinel lymph nodes for adequate surgical planning in the groin (<xref ref-type="bibr" rid="B21">21</xref>). However, it is still essential to standardize the acquisition principles of SPECT/CT images and centralize SLNB performing in experienced centers for a personalized approach (<xref ref-type="bibr" rid="B17">17</xref>).</p>
<p>This study has some limitations. 1) Detailed information about surgery was not available in SEER, for example, hospital&#x2019;s care quality, imaging equipment, tracer agent for imaging, surgeon&#x2019;s professional experience. Thus, we could not profoundly control those factors&#x2019; impact and handle the heterogeneity of those factors between groups. Moreover, margin status was not reported in the SEER, so it could not be controlled, although margin status was proven to be not a significant prognostic factor of survival in early studies (<xref ref-type="bibr" rid="B22">22</xref>&#x2013;<xref ref-type="bibr" rid="B25">25</xref>). 2) This study covered so long a period from 2004 to 2016 that some missing factors may bias the findings, despite the year of diagnosis was grouped into two intervals at 2010 and controlled in IPW calculation and multivariate regression, and no significant survival difference was found to be associated with the year of diagnosis. 3) As the retrospective study&#x2019;s nature, there might be missing confounders that may be important for analysis, which would lead to bias in our findings. For example, we did not know where the exact location of the tumors. Although we had adjusted for the primary site of the tumor, that might not be adequate to account for the bias caused by tumor location. 4) Despite IPW techniques, residual confounding may exist. 5) The pathological result of SLNB and RLND during the surgery process was unavailable in the SEER database, and only the final pathological histology results were given. Thus the false negatives and false positives that were of great interest could not be calculated.</p>
<p>Although our study had some limitations, it was the first retrospective study investigating SLNB in VSCC surgery patients without distant metastasis and adjacent organ involvement until now. Our study extends the scope of SLNB performing on this rare cancer. Our findings will make clinicians preferentially consider performing SLNB in VSCC surgery patients irrespective of surgery type, invasion depth, and positive lymph node findings so that more patients will benefit from SLNB.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<title>Conclusions</title>
<p>SLNB results in significantly prolonged survival in VSCC surgery patients without distant metastasis and adjacent organ invading, irrespective of tumor size, surgery type, invasion depth, and positive lymph node findings. SLNB could be carried out preferentially in VSCC surgery patients. Further prospective clinical controlled trials are warranted to confirm the superior efficacy of SLNB.</p>
</sec>
<sec id="s6">
<title>Data Availability Statement</title>
<p>Publicly available data sets were analyzed in this study. This data can be found here: <uri xlink:href="https://seer.cancer.gov/">https://seer.cancer.gov/</uri>.</p>
</sec>
<sec id="s7">
<title>Ethics Statement</title>
<p>Ethical review and approval was not required for the study on human participants in accordance with the local legislation and institutional requirements. Written informed consent for participation was not required for this study in accordance with the national legislation and the institutional requirements.</p>
</sec>
<sec id="s8">
<title>Author Contributions</title>
<p>WLZ: Conceptualization, Data curation, Formal analyses, Supervision, Writing-Original draft preparation, Writing-Reviewing, and Editing. YB: Conceptualization, Methodology, Software. YYY: Conceptualization, Formal analyses, Methodology, Software, Supervision, Visualization, Writing-Original draft preparation, Writing- Reviewing, and Editing. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" sec-type="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>
</body>
<back>
<ack>
<title>Acknowledgments</title>
<p>An ethical review process was not required for this study because the data were obtained from the Surveillance, Epidemiology, and End Results (SEER) database. The authors acknowledge the efforts of the SEER Program registries in the establishment of the SEER database. We have signed the Data-use Agreement for the SEER 1975&#x2013;2016 Research Data File.</p>
</ack>
<sec id="s11" 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.2021.676038/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fonc.2021.676038/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table_1.docx" id="SF1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document">
<label>Supplementary Table&#xa0;1</label>
<caption>
<p>Multivariate compete-risk analysis of characteristics associated with cancer-specific survival in the LN&#x2212; cohort for patients treated with SLNB and RLND. LN&#x2212;, negative regional lymph node findings; SLNB, sentinel lymph node biopsy; RLND, regional lymph node dissection; IPW, inverse probability weighting; sHR, sub proportional hazard ratio; NOS, not otherwise specified; cm, centimeter; mm, millimeter.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table_2.docx" id="SF2" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document">
<label>Supplementary Table&#xa0;2</label>
<caption>
<p>Multivariate compete-risk analysis of characteristics associated with cancer-specific survival in the LN+ cohort for patients treated with SLNB and RLND. LN+, positive regional lymph node findings; IPW, inverse probability weighting; sHR, sub proportional hazard ratio; NOS, not otherwise specified; SLNB, sentinel lymph node biopsy; RLND, regional lymph node dissection; cm, centimeter; mm, millimeter.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table_3.docx" id="SF3" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document">
<label>Supplementary Table&#xa0;3</label>
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<p>Multivariate accelerate failure time analysis of characteristics associated with overall survival in the LN&#x2212; cohort for patients treated with SLNB and RLND. LN&#x2212;, negative regional lymph node findings; SLNB, sentinel lymph node biopsy; RLND, regional lymph node dissection; IPW, inverse probability weighting; TR, time ratio; NOS, not otherwise specified; cm, centimeter; mm,&#xa0;millimeter.</p>
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</supplementary-material>
<supplementary-material xlink:href="Table_4.docx" id="SF4" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document">
<label>Supplementary Table&#xa0;4</label>
<caption>
<p>Multivariate accelerate failure time analysis of characteristics associated with overall survival in the LN+ cohort for patients treated with SLNB and RLND. LN+, positive regional lymph node findings; SLNB, sentinel lymph node biopsy; RLND, regional lymph node dissection; IPW, inverse probability weighting; TR, time ratio; NOS, not otherwise specified; cm, centimeter; mm, millimeter.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table_5.docx" id="SF5" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document">
<label>Supplementary Table&#xa0;5</label>
<caption>
<p>Multivariate compete-risk analysis of characteristics associated with cancer-specific survival for patients treated with SLNB and NA. LN&#x2212;, negative regional lymph node findings; SLNB, sentinel lymph node biopsy; NA, no regional lymph node removed; IPW, inverse probability weighting; sHR, sub proportional hazard ratio; NOS, not otherwise specified; cm, centimeter; mm,&#xa0;millimeter.</p>
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<supplementary-material xlink:href="Table_6.docx" id="SF6" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document">
<label>Supplementary Table&#xa0;6</label>
<caption>
<p>Multivariate accelerate failure time analysis of characteristics associated with overall survival for patients treated with SLNB and NA. LN&#x2212;, negative regional lymph node findings; SLNB, sentinel lymph node biopsy; NA, no regional lymph node removed; IPW, inverse probability weighting; TR, time ratio; NOS, not otherwise specified; cm, centimeter; mm, millimeter.</p>
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<supplementary-material xlink:href="Table_7.docx" id="SF7" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document">
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<p>Effect of SLNB <italic>versus</italic> RLND from IPW adjusted multivariate AFT and CR models for sensitivity analysis about missing lymph node size. SLNB, sentinel lymph node biopsy; RLND, regional lymph node removed; IPW, inverse probability weighting; AFT, accelerate failure time; CR, compete-risk; TR, time ratio; sHR, sub proportional hazard ratio; LN+, positive regional lymph node findings; LN&#x2212;, negative regional lymph node findings.</p>
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