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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.2022.985324</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>Impact of adequate lymph nodes dissection on survival in patients with stage I rectal cancer</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Peng-Lin</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Dan-Dan</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Pang</surname>
<given-names>Cheng-Jian</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Li-Ze</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1896613"/>
</contrib>
</contrib-group>
<aff id="aff1">
<institution>Department of Anorectum, The Affiliated Hospital of Qingdao University</institution>, <addr-line>Shandong</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Alberto Puccini, Ospedale Policlinico San Martino IRCCS, Italy</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Jin Tung Liang, National Taiwan University, Taiwan; Masamitsu Hatakenaka, Sapporo Medical University, Japan</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Zhang Li-Ze, <email xlink:href="mailto:drzhanglize@qdu.edu.cn">drzhanglize@qdu.edu.cn</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Gastrointestinal Cancers: Colorectal Cancer, a section of the journal Frontiers in Oncology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>18</day>
<month>11</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>12</volume>
<elocation-id>985324</elocation-id>
<history>
<date date-type="received">
<day>03</day>
<month>07</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>28</day>
<month>10</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Liu, Wang, Pang and Zhang</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Liu, Wang, Pang and Zhang</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 and Aims</title>
<p>The NCCN guidelines recommended an assessment of &#x2265; 12 lymph nodes (LN) as an adequate LN dissection (LND) for rectal cancer (RC). However, the impact of adequate LND on survival in stage I RC patients remained unclear. Thus, we aimed to compare the survival between stage I RC patients with adequate and inadequate LND.</p>
</sec>
<sec>
<title>Methods</title>
<p>A total of 1,778 stage I RC patients in the SEER database from 2010 to 2017 treated with radical proctectomy were identified. The association between &#x2265; 12 LND and survival was examined using the multivariate Cox regression and the multivariate competing risk model referenced to &lt; 12 LND.</p>
</sec>
<sec>
<title>Results</title>
<p>Stage I RC patients with &#x2265; 12 LND experienced a significantly lower hazard of cancer-specific death compared with those with &lt; 12 LND in both multivariate Cox regression model (adjusted HR [hazard ratio], 0.44, 95% CI, 0.29-0.66; <italic>P</italic> &lt; 0.001) and the multivariate competing risk model (adjusted subdistribution HR [SHR], 0.45, 95% CI, 0.30-0.69; <italic>P</italic> &lt; 0.001). Further, subgroup analyses performed by pT stage. No positive association between &#x2265; 12 LND and survival was found in pT1N0 RC patients (adjusted HR: 0.62, 95%CI, 0.32-1.19; <italic>P</italic> = 0.149; adjusted SHR: 0.63, 95%CI, 0.33-1.20; <italic>P</italic> = 0.158), whereas a positive association between &#x2265; 12 LND and survival was found in pT2N0 RC patients (adjusted HR: 0.35, 95%CI, 0.21-0.58; <italic>P</italic> &lt; 0.001; adjusted SHR: 0.36, 95%CI, 0.21-0.62; <italic>P</italic> &lt; 0.001).</p>
</sec>
<sec>
<title>Conclusions</title>
<p>The long-term survival benefit of adequate LND was not found in pT1N0 but in pT2N0 RC patients, which suggested that pT2N0 RC patients should be treated with adequate LND and those with inadequate LND might need additional therapy.</p>
</sec>
</abstract>
<kwd-group>
<kwd>rectal cancer</kwd>
<kwd>proctectomy</kwd>
<kwd>lymph nodes dissection</kwd>
<kwd>cancer-specific survival</kwd>
<kwd>SEER</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="28"/>
<page-count count="9"/>
<word-count count="3985"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Colorectal cancer is the third most frequently diagnosed cancer and the second leading cause of cancer death worldwide. Of these, an estimated 732,210 cases of rectal cancer (RC) will occur, and an estimated 339,022 people will die of RC in 2020 (<xref ref-type="bibr" rid="B1">1</xref>). Traditionally, the radical curative treatment for RC has been proctectomy, which involved lymph nodes (LN) dissection (LND). An assessment of a minimum of 12 LND (&#x2265; 12 LND) is recommended in NCCN Guidelines Version 2.2022. The adequate LND will reduce the risk of metastatic LN residual, and then optimize locoregional control and tumor staging. For example, the node-negative pT1/pT2 RC patients with few LND might not be truly node-negative but rather understaging, the pN0 could be staged pN1, even pN2 with more LND (<xref ref-type="bibr" rid="B2">2</xref>&#x2013;<xref ref-type="bibr" rid="B5">5</xref>). Moreover, the isolated tumor cells and micrometastasis in LN are considered the risk factors that could increase the rate of local recurrence and decrease the long-term survival of RC patients (<xref ref-type="bibr" rid="B6">6</xref>&#x2013;<xref ref-type="bibr" rid="B8">8</xref>). Whereas local excision, which typically did not involve LND, was increasingly used in the treatment of stage I RC patients which helped to preserve the anus and reduce the morbidity and mortality resulting from radical proctectomy and further enhance the quality of life (<xref ref-type="bibr" rid="B9">9</xref>). According to the American Society of Colon and Rectal Surgeons, the criteria for local excision included pT1 stage, well-to-moderately differentiated, less than 3&#xa0;cm diameter, less than one-third of the bowel lumen circumference, and the absence of lymphovascular or perineural invasion (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B11">11</xref>). Local excision was increasingly used for the treatment of pT1N0 RC patients, and previous studies have confirmed the compare oncological long-term survival between these patients treated with local excision and radical proctectomy (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B12">12</xref>). However, it was surprising that local excision was also increasingly used for the treatment of pT2N0 RC patients who did not meet the criteria of local excision (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B12">12</xref>). Thus, the survival benefit of adequate LND should be questioned for the treatment of stage I RC patients. In addition, stage II RC patients (i.e., pT3N0M0) with &lt; 12 LND are thought to place patients at higher risk, and an additional adjuvant therapy might be taken into consideration for these patients (<xref ref-type="bibr" rid="B13">13</xref>). However, the association between adequate LND and survival in pT1/pT2N0 RC patients remained unclear, and no additional therapy was recommended for these patients.</p>
<p>Therefore, in the present study, we identified stage I RC patients treated with radical proctectomy in the Surveillance, Epidemiology, and End Results (SEER) database and further evaluated the association between adequate LND (&#x2265; 12) and survival with inadequate LND (&lt; 12) as a reference, separately for pT1N0 RC patients and pT2N0 RC patients.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Study design</title>
<p>This was a retrospective cohort study of patients in the SEER database from 2010 to 2017 with stage I RC treated with radical proctectomy. Informed consent or institutional review was not required for the analyses of patients collected because the SEER database is publicly available.</p>
</sec>
<sec id="s2_2">
<title>Patients</title>
<p>Patients&#x2019; data were collected from the SEER database using the National Cancer Institute&#x2019;s SEER*Stat software (version 8.3.5; <uri xlink:href="http://www.seer.cancer.gov">www.seer.cancer.gov</uri>). The detailed inclusion and exclusion criteria for stage I RC patients are shown in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>. Patients were enrolled in 1) they were 18 years or older, 2) the histological type included adenocarcinoma, and mucinous adenocarcinoma, 3) they underwent radical proctectomy, 4) they had pT1/pT2N0M0 tumor, 5) they received no adjuvant therapy, 6) and they were actively followed up (follow-up time &#x2265; 1 month; known cause of death). Ultimately, 1,778 stage I RC patients with radical proctectomy were identified in the present study. The median follow-up time was 70 months, ranging between 46 and 94.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>The flowchart of stage I rectal cancer patients included the process.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-12-985324-g001.tif"/>
</fig>
</sec>
<sec id="s2_3">
<title>Variables and outcomes</title>
<p>Stage I RC Patients were classified into inadequate LND (&lt;12) and adequate LND (&#x2265; 12) groups according to the number of LN examined. The assessment of 12 LN was chosen as the landmark of adequate LND following the NCCN guidelines (<xref ref-type="bibr" rid="B13">13</xref>). Patients&#x2019; demographic variables were age at diagnosis in 10-year increments, gender, and race (White, Black, and others). Tumor variables were pT stage (pT1 and pT2 stage), tumor grade (well/moderately differentiated and poor/anaplastic), tumor size (&#x2264; 3&#xa0;cm, &gt; 3&#xa0;cm, and unknown), CEA level (negative/unknown and positive) and perineural invasion (negative/unknown and positive).</p>
</sec>
<sec id="s2_4">
<title>Statistical methods</title>
<p>Differences in patients&#x2019; demographics and tumor characteristics between inadequate LND and adequate LND were tested using the chi-square (&#x3c7;<sup>2</sup>) test or Fisher&#x2019;s exact test. The cancer-specific survival (CSS) was defined as RC&#x2019;s time from diagnosis to death. For the competing risk model, death was classified into two groups: death related to RC and death not related to RC, which was considered a competing risk event. Patients who were still alive were censored at the date of the last contact. The CSS probabilities were calculated using the Kaplan-Meier method, and CSS probabilities differences between the groups were tested by the log-rank test. The multivariate Cox proportional hazards regression was performed to calculate the adjusted hazard ratio (HR) with 95% CI and evaluate the independent predictors of CSS. Taking into consideration the death not related to the RC, the competing risk model was performed to calculate the cumulative incidence of cancer-specific death (CSD) and the competing risk events, and the cumulative incidence differences between the groups were tested by the Gray&#x2019;s test. The multivariate Fine and Gray&#x2019;s competing risk regression model was performed to calculate the adjusted subdistribution HR (SHR) and 95% CI and evaluate the independent predictors of CSD (<xref ref-type="bibr" rid="B14">14</xref>). All statistical analyses were carried out using R statistical software (version 4.0.2, <uri xlink:href="http://www.r-project.org">www.r-project.org</uri>). Two-sided P &lt;.05 were considered statistically significant.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Patients&#x2019; demographics and tumor characteristics</title>
<p>As shown in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>, 1,778 stage I RC patients with radical proctectomy were identified in the present study. Of these, 425 patients with &lt; 12 LND, and 1,353 patients with &#x2265; 12 LND. <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref> shows the differences in clinical characteristics between stage I RC patients with &lt; 12 and &#x2265; 12 LND. Results showed that stage I RC patients with &lt; 12 LND were diagnosed at an older age, with an earlier pT stage and a smaller size tumor compared with those with &#x2265; 12 LND. The differences in clinicopathological characteristics between patients with &lt; 12 and &#x2265; 12 LND, separately for pT1N0 and pT2N0 RC patients, were summarized in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplemental Table&#xa0;1</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>2</bold>
</xref>. Similar results were found that pT1N0 or pT2N0 RC patients with &lt; 12 LND were diagnosed at an older age and with a smaller size tumor compared with those with &#x2265; 12 LND.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Clinicopathological differences between stage I rectal adenocarcinoma patients with &lt; 12 and &#x2265; 12 lymph nodes dissection.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Characteristic</th>
<th valign="top" align="center">TotalN = 1,778</th>
<th valign="top" align="center">&lt; 12 lymph nodesN = 425</th>
<th valign="top" align="center">&#x2265; 12 lymph nodesN = 1,353</th>
<th valign="top" align="center">
<italic>P-value</italic>
</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Age of diagnosis (years)</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">0.006</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&lt; 50y</td>
<td valign="top" align="center">196 (6.0)</td>
<td valign="top" align="center">32 (7.5)</td>
<td valign="top" align="center">164 (12.1)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&lt; 60y</td>
<td valign="top" align="center">577 (32.5)</td>
<td valign="top" align="center">125 (29.4)</td>
<td valign="top" align="center">452 (33.4)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&lt; 70y</td>
<td valign="top" align="center">505 (28.4)</td>
<td valign="top" align="center">131 (30.8)</td>
<td valign="top" align="center">374 (27.6)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&#x2265; 70y</td>
<td valign="top" align="center">500 (28.1)</td>
<td valign="top" align="center">137 (32.2)</td>
<td valign="top" align="center">363 (26.8)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Gender</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">0.065</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Female</td>
<td valign="top" align="center">778 (43.8)</td>
<td valign="top" align="center">169 (39.8)</td>
<td valign="top" align="center">609 (45.0)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Male</td>
<td valign="top" align="center">1,000 (56.2)</td>
<td valign="top" align="center">256 (60.2)</td>
<td valign="top" align="center">744 (55.0)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Race</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">0.425</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;White</td>
<td valign="top" align="center">1,538 (86.5)</td>
<td valign="top" align="center">375 (88.2)</td>
<td valign="top" align="center">1,163 (86.0)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Black</td>
<td valign="top" align="center">60 (3.4)</td>
<td valign="top" align="center">14 (3.3)</td>
<td valign="top" align="center">46 (3.4)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Others</td>
<td valign="top" align="center">180 (10.1)</td>
<td valign="top" align="center">36 (8.5)</td>
<td valign="top" align="center">144 (10.6)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">pT stage</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">&lt; 0.001</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;pT1</td>
<td valign="top" align="center">941 (52.9)</td>
<td valign="top" align="center">281 (66.1)</td>
<td valign="top" align="center">660 (48.8)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;pT2</td>
<td valign="top" align="center">837 (47.1)</td>
<td valign="top" align="center">144 (33.9)</td>
<td valign="top" align="center">693 (51.2)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Tumor grade</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">0.292</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Well/Moderately</td>
<td valign="top" align="center">1,544 (86.8)</td>
<td valign="top" align="center">373 (87.8)</td>
<td valign="top" align="center">1,171 (86.5)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Poor/Anaplastic</td>
<td valign="top" align="center">142 (8.0)</td>
<td valign="top" align="center">27 (6.4)</td>
<td valign="top" align="center">115 (8.5)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Unknown</td>
<td valign="top" align="center">92 (5.2)</td>
<td valign="top" align="center">25 (5.9)</td>
<td valign="top" align="center">67 (5.0)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Tumor size</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">&lt; 0.001</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&#x2264; 3cm</td>
<td valign="top" align="center">1,007 (56.6)</td>
<td valign="top" align="center">255 (60.0)</td>
<td valign="top" align="center">752 (55.6)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&gt; 3 cm</td>
<td valign="top" align="center">542 (30.5)</td>
<td valign="top" align="center">87 (20.5)</td>
<td valign="top" align="center">455 (33.6)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Unknown</td>
<td valign="top" align="center">229 (12.9)</td>
<td valign="top" align="center">83 (19.5)</td>
<td valign="top" align="center">146 (10.8)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">CEA level</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">0.804</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Negative/Unknown</td>
<td valign="top" align="center">1,620 (91.1)</td>
<td valign="top" align="center">389 (91.5)</td>
<td valign="top" align="center">1,231 (91.0)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Positive</td>
<td valign="top" align="center">158 (8.9)</td>
<td valign="top" align="center">36 (8.5)</td>
<td valign="top" align="center">122 (9.0)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Perineural invasion</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">0.663</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Negative/Unknown</td>
<td valign="top" align="center">1,742 (98.0)</td>
<td valign="top" align="center">418 (98.4)</td>
<td valign="top" align="center">1,324 (97.9)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Positive</td>
<td valign="top" align="center">36 (2.0)</td>
<td valign="top" align="center">7 (1.6)</td>
<td valign="top" align="center">29 (2.1)</td>
<td valign="top" align="center"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Values are n (%) unless otherwise defined.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_2">
<title>The association between lymph nodes dissection and prognosis</title>
<p>Kaplan-Meier survival curves are shown in <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>. The 5-year CSS rate was 93.0% (95% CI, 90.4%&#x2013;95.7%) for stage I RC patients with &lt; 12 LND, and 95.7% (95% CI, 94.5%&#x2013;96.9%) for stage I RC patients with &#x2265; 12 LND. The log-rank test showed that stage I RC patients with &#x2265; 12 LND had significantly better CSS rates compared with those with &lt; 12 LND (P &lt; 0.001, <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). To adjust for potential confounding factors, a multivariate Cox regression model was performed. stage I RC patients with &#x2265; 12 LND experienced a significantly lower hazard of CSD compared with those with &lt; 12 LND (adjusted HR, 0.44, 95% CI, 0.29&#x2013;0.66; <italic>P</italic> &lt; 0.001, <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Comparison of cancer-specific survival <bold>(A)</bold> and cumulative probability of cancer-specific death <bold>(B)</bold> in stage I rectal cancer patients between &lt; 12 and &#x2265; 12 lymph nodes dissection.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-12-985324-g002.tif"/>
</fig>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>The predictors of survival for pT1/pT2N0 rectal cancer patients in both multivariate Cox regression model and the multivariate competing risk model.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left"/>
<th valign="top" colspan="2" align="center">Cox regression model</th>
<th valign="top" colspan="2" align="center">Competing risk model</th>
</tr>
<tr>
<th valign="top" align="left">Characteristic</th>
<th valign="top" align="center">adjusted HR (95% CI)</th>
<th valign="top" align="center">
<italic>P-value</italic>
</th>
<th valign="top" align="center">adjusted SHR (95% CI)</th>
<th valign="top" align="center">
<italic>P-value</italic>
</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" colspan="5" align="left">Age of diagnosis</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&lt; 50y</td>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&lt; 60y</td>
<td valign="top" align="center">0.83 (0.34, 2.01)</td>
<td valign="top" align="center">0.671</td>
<td valign="top" align="center">0.82 (0.33, 2.04)</td>
<td valign="top" align="center">0.673</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&lt; 70y</td>
<td valign="top" align="center">1.62 (0.70, 3.74)</td>
<td valign="top" align="center">0.259</td>
<td valign="top" align="center">1.61 (0.68, 3.84)</td>
<td valign="top" align="center">0.280</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&#x2265; 70y</td>
<td valign="top" align="center">2.64 (1.18, 5.88)</td>
<td valign="top" align="center">0.018</td>
<td valign="top" align="center">2.40 (1.06, 5.44)</td>
<td valign="top" align="center">0.036</td>
</tr>
<tr>
<td valign="top" colspan="5" align="left">Gender</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Female</td>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Male</td>
<td valign="top" align="center">0.99 (0.66, 1.47)</td>
<td valign="top" align="center">0.944</td>
<td valign="top" align="center">0.97 (0.64, 1.46)</td>
<td valign="top" align="center">0.885</td>
</tr>
<tr>
<td valign="top" colspan="5" align="left">Race</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;White</td>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Black</td>
<td valign="top" align="center">2.25 (0.90, 5.64)</td>
<td valign="top" align="center">0.082</td>
<td valign="top" align="center">2.31 (0.95, 5.63)</td>
<td valign="top" align="center">0.066</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Others</td>
<td valign="top" align="center">0.84 (0.41, 1.74)</td>
<td valign="top" align="center">0.643</td>
<td valign="top" align="center">0.87 (0.42, 1.78)</td>
<td valign="top" align="center">0.698</td>
</tr>
<tr>
<td valign="top" colspan="5" align="left">pT stage</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;pT1</td>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;pT2</td>
<td valign="top" align="center">1.85 (1.18, 2.91)</td>
<td valign="top" align="center">0.007</td>
<td valign="top" align="center">1.83 (1.15, 2.92)</td>
<td valign="top" align="center">0.011</td>
</tr>
<tr>
<td valign="top" colspan="5" align="left">Tumor grade</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Well/Moderately</td>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Poor/Anaplastic</td>
<td valign="top" align="center">1.37 (0.73, 2.57)</td>
<td valign="top" align="center">0.325</td>
<td valign="top" align="center">1.37 (0.72, 2.61)</td>
<td valign="top" align="center">0.330</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Unknown</td>
<td valign="top" align="center">0.24 (0.03, 1.79)</td>
<td valign="top" align="center">0.166</td>
<td valign="top" align="center">0.24 (0.03, 1.88)</td>
<td valign="top" align="center">0.175</td>
</tr>
<tr>
<td valign="top" colspan="5" align="left">Tumor size</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&#x2264; 3cm</td>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&gt; 3 cm</td>
<td valign="top" align="center">0.89 (0.57, 1.39)</td>
<td valign="top" align="center">0.609</td>
<td valign="top" align="center">0.88 (0.56, 1.39)</td>
<td valign="top" align="center">0.586</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Unknown</td>
<td valign="top" align="center">0.64 (0.28, 1.42)</td>
<td valign="top" align="center">0.271</td>
<td valign="top" align="center">0.63 (0.27, 1.44)</td>
<td valign="top" align="center">0.270</td>
</tr>
<tr>
<td valign="top" colspan="5" align="left">CEA level</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Negative/Unknown</td>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Positive</td>
<td valign="top" align="center">1.90 (1.13, 3.17)</td>
<td valign="top" align="center">0.015</td>
<td valign="top" align="center">1.85 (1.10, 3.11)</td>
<td valign="top" align="center">0.020</td>
</tr>
<tr>
<td valign="top" colspan="5" align="left">Perineural invasion</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Negative/Unknown</td>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Positive</td>
<td valign="top" align="center">0.49 (0.07, 3.58)</td>
<td valign="top" align="center">0.485</td>
<td valign="top" align="center">0.48 (0.07, 3.27)</td>
<td valign="top" align="center">0.456</td>
</tr>
<tr>
<td valign="top" colspan="5" align="left">Lymph node dissection</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&lt; 12</td>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
<td valign="top" align="left">Reference</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&#x2265; 12</td>
<td valign="top" align="center">0.44 (0.29, 0.66)</td>
<td valign="top" align="center">&lt; 0.001</td>
<td valign="top" align="center">0.45 (0.30, 0.69)</td>
<td valign="top" align="center">&lt; 0.001</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Taking into consideration death not related to RC, the competing risk model was performed. The 5-year cumulative incidence of CSD rate was 6.6% (95% CI, 4.1%-9.1%) for stage I RC patients with &lt; 12 LND, and 4.2% (95% CI, 3.0%-5.3%) for stage I RC patients with &#x2265; 12 LND. The Gray&#x2019;s test showed that stage I RC patients with &#x2265; 12 LND had significantly lower CSD rates compared with those with &lt; 12 LND (P &lt; 0.001, <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). Also, a multivariate Fine and Gray&#x2019;s competing risk regression model was performed to adjust for potential confounding factors. Stage I RC patients with &#x2265; 12 LND experienced a significantly lower hazard of CSD compared with those with &lt; 12 LND (adjusted SHR, 0.45, 95% CI, 0.30-0.69; <italic>P</italic> &lt; 0.001, <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<p>Subgroup analyses were performed by pT stage. For pT1N0 RC patients, no positive association between &#x2265; 12 LND and CSS was found in the log-rank test (Five-year CSS: 97.1% <italic>vs</italic>. 96.4%, <italic>P</italic> = 0.128, <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>) and the multivariate Cox regression model (adjusted HR: 0.62, 95%CI, 0.32-1.19; <italic>P</italic> = 0.149, <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplemental Table&#xa0;3</bold>
</xref>). Taking into consideration death not related to RC, no positive association between &#x2265; 12 LND and CSD was found in the Gray&#x2019;s test (Five-year CSD: 2.8% <italic>vs</italic>. 3.4%, <italic>P</italic> = 0.144, <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>) and the multivariate Fine and Gray&#x2019;s competing risk regression model (adjusted SHR: 0.63, 95%CI, 0.33-1.20; P = 0.158, <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplemental Table&#xa0;3</bold>
</xref>). Conversely, a statistically significant survival benefit of &#x2265; 12 LND was found in pT2N0 RC patients in the log-rank test (Five-year CSS: 94.3% <italic>vs</italic>. 86.3%; <italic>P</italic> &lt; 0.001, <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>) and the multivariate Cox regression model (adjusted HR: 0.35, 95%CI, 0.21-0.58; <italic>P</italic> &lt; 0.001, <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplemental Table&#xa0;4</bold>
</xref>). Also, taking into consideration death not related to RC, the statistically significant survival benefit of &#x2265; 12 LND did not change in pT2N0 RC patients in the univariate (Five-year CSD: 5.4% <italic>vs</italic>. 12.7%; <italic>P</italic> &lt; 0.001, <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>) and the multivariate competing risk model (adjusted SHR: 0.36, 95%CI, 0.21-0.62; <italic>P</italic> &lt; 0.001, <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplemental Table&#xa0;4</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Comparison of cancer-specific survival <bold>(A)</bold> and cumulative probability of cancer-specific death <bold>(B)</bold> in pT1N0 rectal cancer patients between &lt; 12 and &#x2265; 12 lymph nodes dissection.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-12-985324-g003.tif"/>
</fig>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Comparison of cancer-specific survival <bold>(A)</bold> and cumulative probability of cancer-specific death <bold>(B)</bold> in pT2N0 rectal cancer patients between &lt; 12 and &#x2265; 12 lymph nodes dissection.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-12-985324-g004.tif"/>
</fig>
<p>Additionally, we conducted sensitivity analyses to assess the robustness of our results by excluding patients whose follow-up time was &#x2264; 3 months to account for bias due to surgery-associated death (<xref ref-type="bibr" rid="B15">15</xref>). The &#x2264; 3 months mortality for stage I RC patients with &lt; 12 LND was 1.38% (6/436), which was insignificantly lower compared with 2.11% (28/1329) for stage I RC patients with &#x2265; 12 LND (<italic>P</italic> = 0.456). Landmark survival analyses were performed, and the statistically significant survival benefit of &#x2265; 12 LND were found in the stage I RC patients in the log-rank test (Five-year CSS: 96.3% <italic>vs</italic>. 93.2%, <italic>P</italic> &lt; 0.001, <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplemental Figure&#xa0;1A</bold>
</xref>) and the multivariate Cox regression model (adjusted HR, 0.39; 95% CI, 0.25-0.59; <italic>P</italic> &lt; 0.001, <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplemental Table&#xa0;5</bold>
</xref>) with exposure starting at &gt; 3 months. Taking into consideration death not related to RC, the statistically significant survival benefit of &#x2265; 12 LND was no change in the stage I RC patients in the Gray&#x2019;s test (Five-year CSD: 3.5% <italic>vs</italic>. 6.4%, <italic>P</italic> &lt; 0.001, <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplemental Figure&#xa0;1B</bold>
</xref>) and the multivariate Fine and Gray&#x2019;s competing risk regression model (adjusted SHR, 0.39; 95% CI, 0.25-0.61; <italic>P</italic> &lt; 0.001, <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplemental Table&#xa0;5</bold>
</xref>). We also performed the same sensitivity analyses for stage I RC patients by pT stage. No positive association between &#x2265; 12 LND and survival was found in pT1N0 RC patients (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplemental Figures&#xa0;2A, B</bold>
</xref>
<bold>;</bold> <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplemental Table&#xa0;5</bold>
</xref>), whereas a positive association between &#x2265; 12 LND and survival was found in pT2N0 RC patients (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplemental Figures&#xa0;3A, B</bold>
</xref>
<bold>;</bold> <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplemental Table&#xa0;5</bold>
</xref>).</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>Traditionally, proctectomy along with adequate LND is the standard of surgical treatment for the vast majority of RC patients. The adequate LND will reduce the risk of metastatic LN residual and then optimize locoregional control and tumor staging. However, for pT1/pT2N0 RC patients, the association between adequate LND and survival remained unclear, and additional therapy was not recommended for these patients with &lt; 12 LND. Thus, we need to evaluate the association between adequate LND and survival in pT1/pT2N0 RC patients.</p>
<p>In the present study, the long-term survival benefit of adequate LND was found in stage I RC patients. Further, subgroup analyses by pT stage suggested that the long-term survival benefit of adequate LND was not in pT1N0 RC patients but in pT2N0 RC patients. The main interpretation for that was the different risk of occult LN metastasis residual between pT1N0 and pT2N0 RC patients (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B5">5</xref>). A previous study suggested that the incidence of radiographically occult LN metastasis ranges from 6% for low-risk T1 tumors to as high as 65% for poorly differentiated T2 tumors with lymphovascular invasion (LVI) (<xref ref-type="bibr" rid="B5">5</xref>). The survival benefit of adequate LND is correlated with the risk of occult LN metastasis residual. The occult LN metastasis residual will increase the risk of locoregional recurrence, which cannot all be amenable to salvage surgical therapy or multimodality therapy (<xref ref-type="bibr" rid="B16">16</xref>&#x2013;<xref ref-type="bibr" rid="B18">18</xref>). Previous retrospective studies using the SEER database showed that the survival benefit of radical proctectomy (involved LND) was not found in pT1N0 RC patients but in pT2N0 RC patients referenced to local excision (not involved LND) (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B19">19</xref>). And the proctectomy can provide better regional control than local excision (LE) for early RC patients, especially for T2 patients (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B13">13</xref>). Similarly, pT2N0 but not pT1N0 RC patients, will benefit from adequate LND in the present study, which also lent support to the local excision for the treatment of pT1N0 but not for pT2N0 RC patients. Thus, cautions were needed in expanding practice of LE in T2 patients, and adjuvant therapy might be needed for T2 patients treated with LE or proctectomy with inadequate LND. For cT1N0 patients, additional therapy might be needed for those were upstaged to pT2N0 after surgery and with inadequate LND. For cT2N0 patients, adequate LND would be needed.</p>
<p>However, local excision was increasingly used in the treatment of T2N0 RC patients (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B12">12</xref>). The addition of chemoradiotherapy has been proposed to improve oncologic control (<xref ref-type="bibr" rid="B20">20</xref>&#x2013;<xref ref-type="bibr" rid="B25">25</xref>). Previous studies have suggested that T2N0 RC had an equivalent survival between local excision plus adjuvant therapy and radical proctectomy (<xref ref-type="bibr" rid="B20">20</xref>&#x2013;<xref ref-type="bibr" rid="B25">25</xref>). A recent study reported that cT2N0 RC treated with neoadjuvant chemoradiotherapy followed by local excision had a comparable survival to those treated with radical proctectomy (<xref ref-type="bibr" rid="B22">22</xref>). In the present study, pT2N0 RC patients with adequate LND had statistically significant higher CSS rates and lower CSD rates than those with &lt; 12 LND, which suggested that these patients with &lt; 12 LND were at higher risk, and an additional adjuvant therapy might be needed for these patients to improve oncologic control. However, the actual survival benefit of additional chemoradiotherapy remained unclear for pT2N0 RC patients with &lt; 12 LND in the present study of the limited data. A previous study have indicated a small but statistically significant survival benefit of adjuvant therapy for stage II RC patients, and the benefit of adjuvant therapy is more significant in patients at high-risk, such as in patients with &lt; 12 LND (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B27">27</xref>). It is reasonable to infer that pT2N0 RC patients with &lt; 12 LND can obtain better local control but a smaller survival benefit after adjuvant therapy referenced to stage II RC patients. Thus, decision-making regarding the use of adjuvant therapy for pT2N0 RC patients with &lt; 12 LND should incorporate patient discussions individualized for the patient and should include the risk of occult nodal metastasis residual and the possible limited benefit and toxicities associated with additional therapy.</p>
<p>The present study with some limitations that should be noticed. Firstly, LVI and tumor budding, which are identified high-risk factors for LN metastasis, were not assessed in the SEER database (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B11">11</xref>). RC patients with LVI and tumor budding received an inadequately sampled nodes were at higher risk of occult LN metastasis residual, which was associated with worse oncological survival. However, these patients will have a more aggressive LND, and most patients will be excluded in the present study for the positive LN. Previous study suggested that lymph-node distribution rather than number of LN metastasis is a valuable predictor of T1-2 colorectal cancer survival (<xref ref-type="bibr" rid="B28">28</xref>). However, the extent of LND was lacked in the SEER database. It was worth further study the prognosis value of the extent of LND, not only the number of LND, in pT1-2N0 RC patients. Secondly, resection margin status which is associated with local recurrence of cancer was also lacking in the database. However, most stage I RC patients with positive resection margin status would choose additional adjuvant therapy if they refused extended surgery, these patients were excluded in the present study. Thirdly, The SEER database also lacked data on the recurrence of cancer and salvage therapy procedures. However, it provides the cause of death to calculate CSS, which is correlated chronologically with cancer recurrence and salvage therapy procedures. Lastly, the nature of the retrospective study. Patient groups were nonrandomized, leading to a selection bias. The imbalance of patients&#x2019; demographics and tumor characteristics was found between stage I RC patients with inadequate and adequate LND. Also, significantly different cumulative incidences of competing events were found between stage I RC patients with inadequate and adequate LND in the present study. The inherent selection bias could only be minimally controlled using the multivariable model.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<title>Conclusions</title>
<p>Despite the limitations and inherent selection bias of retrospective study, this study demonstrated the long-term survival benefit of adequate LND in stage I RC patients. Further subgroup analyses found that the long-term survival benefit of adequate LND was not in pT1N0 but in pT2N0 RC patients. Decision-making regarding the use of adjuvant therapy for pT2N0 RC patients with inadequate LND should balance the possible limited survival benefit against toxicities associated with additional therapy.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>Publicly available datasets 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" sec-type="ethics-statement">
<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" sec-type="author-contributions">
<title>Author contributions</title>
<p>LP-L, WD-D, PC-J, and ZL-Z participated in the design of this project, interpretation of data, drafting, and critical revision of the article, and provided final approval of the version to be submitted. LP-L and ZL-Z completed the data collection and analyses. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported in part by Special funding sponsorship of Shandong Province Traditional Chinese Medicine High-level Talent Cultivation Project and Qilu Health Leading Talents Training Project Special Fund.</p>
</sec>
<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>
</body>
<back>
<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.2022.985324/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fonc.2022.985324/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.pdf" id="SM1" mimetype="application/pdf"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sung</surname> <given-names>H</given-names>
</name>
<name>
<surname>Ferlay</surname> <given-names>J</given-names>
</name>
<name>
<surname>Siegel</surname> <given-names>RL</given-names>
</name>
<name>
<surname>Laversanne</surname> <given-names>M</given-names>
</name>
<name>
<surname>Soerjomataram</surname> <given-names>I</given-names>
</name>
<name>
<surname>Jemal</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Global cancer statistics 2020: Globocan estimates of incidence and mortality worldwide for 36 cancers in 185 countries</article-title>. <source>CA: Cancer J Clin</source> (<year>2021</year>) <volume>71</volume>:<page-range>209&#x2013;49</page-range>. doi: <pub-id pub-id-type="doi">10.3322/caac.21660</pub-id>
</citation>
</ref>
<ref id="B2">
<label>2</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chang</surname> <given-names>HC</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>SC</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>JS</given-names>
</name>
<name>
<surname>Tang</surname> <given-names>R</given-names>
</name>
<name>
<surname>Changchien</surname> <given-names>CR</given-names>
</name>
<name>
<surname>Chiang</surname> <given-names>JM</given-names>
</name>
<etal/>
</person-group>. <article-title>Risk factors for lymph node metastasis in pt1 and pt2 rectal cancer: A single-institute experience in 943 patients and literature review</article-title>. <source>Ann Surg Oncol</source> (<year>2012</year>) <volume>19</volume>:<page-range>2477&#x2013;84</page-range>. doi: <pub-id pub-id-type="doi">10.1245/s10434-012-2303-9</pub-id>
</citation>
</ref>
<ref id="B3">
<label>3</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mou</surname> <given-names>S</given-names>
</name>
<name>
<surname>Soetikno</surname> <given-names>R</given-names>
</name>
<name>
<surname>Shimoda</surname> <given-names>T</given-names>
</name>
<name>
<surname>Rouse</surname> <given-names>R</given-names>
</name>
<name>
<surname>Kaltenbach</surname> <given-names>T</given-names>
</name>
</person-group>. <article-title>Pathologic predictive factors for lymph node metastasis in submucosal invasive (t1) colorectal cancer: A systematic review and meta-analysis</article-title>. <source>Surg endoscopy.</source> (<year>2013</year>) <volume>27</volume>:<page-range>2692&#x2013;703</page-range>. doi: <pub-id pub-id-type="doi">10.1007/s00464-013-2835-5</pub-id>
</citation>
</ref>
<ref id="B4">
<label>4</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tominaga</surname> <given-names>K</given-names>
</name>
<name>
<surname>Nakanishi</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Nimura</surname> <given-names>S</given-names>
</name>
<name>
<surname>Yoshimura</surname> <given-names>K</given-names>
</name>
<name>
<surname>Sakai</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Shimoda</surname> <given-names>T</given-names>
</name>
</person-group>. <article-title>Predictive histopathologic factors for lymph node metastasis in patients with nonpedunculated submucosal invasive colorectal carcinoma</article-title>. <source>Dis colon rectum.</source> (<year>2005</year>) <volume>48</volume>:<fpage>92</fpage>&#x2013;<lpage>100</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10350-004-0751-4</pub-id>
</citation>
</ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Saraste</surname> <given-names>D</given-names>
</name>
<name>
<surname>Gunnarsson</surname> <given-names>U</given-names>
</name>
<name>
<surname>Janson</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Predicting lymph node metastases in early rectal cancer</article-title>. <source>Eur J Cancer (Oxford Engl 1990).</source> (<year>2013</year>) <volume>49</volume>:<page-range>1104&#x2013;8</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.ejca.2012.10.005</pub-id>
</citation>
</ref>
<ref id="B6">
<label>6</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mescoli</surname> <given-names>C</given-names>
</name>
<name>
<surname>Albertoni</surname> <given-names>L</given-names>
</name>
<name>
<surname>Pucciarelli</surname> <given-names>S</given-names>
</name>
<name>
<surname>Giacomelli</surname> <given-names>L</given-names>
</name>
<name>
<surname>Russo</surname> <given-names>VM</given-names>
</name>
<name>
<surname>Fassan</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Isolated tumor cells in regional lymph nodes as relapse predictors in stage i and ii colorectal cancer</article-title>. <source>J Clin Oncol Off J Am Soc Clin Oncol</source> (<year>2012</year>) <volume>30</volume>:<page-range>965&#x2013;71</page-range>. doi: <pub-id pub-id-type="doi">10.1200/JCO.2011.35.9539</pub-id>
</citation>
</ref>
<ref id="B7">
<label>7</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rahbari</surname> <given-names>NN</given-names>
</name>
<name>
<surname>Bork</surname> <given-names>U</given-names>
</name>
<name>
<surname>Motschall</surname> <given-names>E</given-names>
</name>
<name>
<surname>Thorlund</surname> <given-names>K</given-names>
</name>
<name>
<surname>B&#xfc;chler</surname> <given-names>MW</given-names>
</name>
<name>
<surname>Koch</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Molecular detection of tumor cells in regional lymph nodes is associated with disease recurrence and poor survival in node-negative colorectal cancer: A systematic review and meta-analysis</article-title>. <source>J Clin Oncol Off J Am Soc Clin Oncol</source> (<year>2012</year>) <volume>30</volume>:<fpage>60</fpage>&#x2013;<lpage>70</lpage>. doi: <pub-id pub-id-type="doi">10.1200/JCO.2011.36.9504</pub-id>
</citation>
</ref>
<ref id="B8">
<label>8</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sloothaak</surname> <given-names>DA</given-names>
</name>
<name>
<surname>Sahami</surname> <given-names>S</given-names>
</name>
<name>
<surname>van der Zaag-Loonen</surname> <given-names>HJ</given-names>
</name>
<name>
<surname>van der Zaag</surname> <given-names>ES</given-names>
</name>
<name>
<surname>Tanis</surname> <given-names>PJ</given-names>
</name>
<name>
<surname>Bemelman</surname> <given-names>WA</given-names>
</name>
<etal/>
</person-group>. <article-title>The prognostic value of micrometastases and isolated tumour cells in histologically negative lymph nodes of patients with colorectal cancer: A systematic review and meta-analysis</article-title>. <source>Eur J Surg Oncol J Eur Soc Surg Oncol Br Assoc Surg Oncol</source> (<year>2014</year>) <volume>40</volume>:<page-range>263&#x2013;9</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.ejso.2013.12.002</pub-id>
</citation>
</ref>
<ref id="B9">
<label>9</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>You</surname> <given-names>YN</given-names>
</name>
<name>
<surname>Baxter</surname> <given-names>NN</given-names>
</name>
<name>
<surname>Stewart</surname> <given-names>A</given-names>
</name>
<name>
<surname>Nelson</surname> <given-names>H</given-names>
</name>
</person-group>. <article-title>Is the increasing rate of local excision for stage i rectal cancer in the united states justified?: a nationwide cohort study from the national cancer database</article-title>. <source>Ann surgery.</source> (<year>2007</year>) <volume>245</volume>:<page-range>726&#x2013;33</page-range>. doi: <pub-id pub-id-type="doi">10.1097/01.sla.0000252590.95116.4f</pub-id>
</citation>
</ref>
<ref id="B10">
<label>10</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Monson</surname> <given-names>JR</given-names>
</name>
<name>
<surname>Weiser</surname> <given-names>MR</given-names>
</name>
<name>
<surname>Buie</surname> <given-names>WD</given-names>
</name>
<name>
<surname>Chang</surname> <given-names>GJ</given-names>
</name>
<name>
<surname>Rafferty</surname> <given-names>JF</given-names>
</name>
<name>
<surname>Buie</surname> <given-names>WD</given-names>
</name>
<etal/>
</person-group>. <article-title>Practice parameters for the management of rectal cancer (revised)</article-title>. <source>Dis colon rectum.</source> (<year>2013</year>) <volume>56</volume>:<page-range>535&#x2013;50</page-range>. doi: <pub-id pub-id-type="doi">10.1097/DCR.0b013e31828cb66c</pub-id>
</citation>
</ref>
<ref id="B11">
<label>11</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tjandra</surname> <given-names>JJ</given-names>
</name>
<name>
<surname>Kilkenny</surname> <given-names>JW</given-names>
</name>
<name>
<surname>Buie</surname> <given-names>WD</given-names>
</name>
<name>
<surname>Hyman</surname> <given-names>N</given-names>
</name>
<name>
<surname>Simmang</surname> <given-names>C</given-names>
</name>
<name>
<surname>Anthony</surname> <given-names>T</given-names>
</name>
<etal/>
</person-group>. <article-title>Practice parameters for the management of rectal cancer (revised)</article-title>. <source>Dis colon rectum.</source> (<year>2005</year>) <volume>48</volume>:<page-range>411&#x2013;23</page-range>. doi: <pub-id pub-id-type="doi">10.1007/s10350-004-0937-9</pub-id>
</citation>
</ref>
<ref id="B12">
<label>12</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Stitzenberg</surname> <given-names>KB</given-names>
</name>
<name>
<surname>Sanoff</surname> <given-names>HK</given-names>
</name>
<name>
<surname>Penn</surname> <given-names>DC</given-names>
</name>
<name>
<surname>Meyers</surname> <given-names>MO</given-names>
</name>
<name>
<surname>Tepper</surname> <given-names>JE</given-names>
</name>
</person-group>. <article-title>Practice patterns and long-term survival for early-stage rectal cancer</article-title>. <source>J Clin Oncol Off J Am Soc Clin Oncol</source> (<year>2013</year>) <volume>31</volume>:<page-range>4276&#x2013;82</page-range>. doi: <pub-id pub-id-type="doi">10.1200/JCO.2013.49.1860</pub-id>
</citation>
</ref>
<ref id="B13">
<label>13</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Benson</surname> <given-names>AB</given-names>
</name>
<name>
<surname>Venook</surname> <given-names>AP</given-names>
</name>
<name>
<surname>Al-Hawary</surname> <given-names>MM</given-names>
</name>
<name>
<surname>Arain</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>YJ</given-names>
</name>
<name>
<surname>Ciombor</surname> <given-names>KK</given-names>
</name>
<etal/>
</person-group>. <article-title>Nccn guidelines insights: Rectal cancer, version 6</article-title>. <source>2020. J Natl Compr Cancer Network JNCCN</source> (<year>2020</year>) <volume>18</volume>:<page-range>806&#x2013;15</page-range>. doi: <pub-id pub-id-type="doi">10.6004/jnccn.2020.0032</pub-id>
</citation>
</ref>
<ref id="B14">
<label>14</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Austin</surname> <given-names>PC</given-names>
</name>
<name>
<surname>Fine</surname> <given-names>JP</given-names>
</name>
</person-group>. <article-title>Practical recommendations for reporting fine-gray model analyses for competing risk data</article-title>. <source>Stat Med</source> (<year>2017</year>) <volume>36</volume>:<page-range>4391&#x2013;400</page-range>. doi: <pub-id pub-id-type="doi">10.1002/sim.7501</pub-id>
</citation>
</ref>
<ref id="B15">
<label>15</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Joung</surname> <given-names>RH</given-names>
</name>
<name>
<surname>Merkow</surname> <given-names>RP</given-names>
</name>
</person-group>. <article-title>Is it time to abandon 30-day mortality as a quality measure</article-title>? <source>Ann Surg Oncol</source> (<year>2021</year>) <volume>28</volume>:<page-range>1263&#x2013;4</page-range>. doi: <pub-id pub-id-type="doi">10.1245/s10434-020-09262-3</pub-id>
</citation>
</ref>
<ref id="B16">
<label>16</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bach</surname> <given-names>SP</given-names>
</name>
<name>
<surname>Hill</surname> <given-names>J</given-names>
</name>
<name>
<surname>Monson</surname> <given-names>JR</given-names>
</name>
<name>
<surname>Simson</surname> <given-names>JN</given-names>
</name>
<name>
<surname>Lane</surname> <given-names>L</given-names>
</name>
<name>
<surname>Merrie</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>A predictive model for local recurrence after transanal endoscopic microsurgery for rectal cancer</article-title>. <source>Br J surgery.</source> (<year>2009</year>) <volume>96</volume>:<page-range>280&#x2013;90</page-range>. doi: <pub-id pub-id-type="doi">10.1002/bjs.6456</pub-id>
</citation>
</ref>
<ref id="B17">
<label>17</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>You</surname> <given-names>YN</given-names>
</name>
<name>
<surname>Roses</surname> <given-names>RE</given-names>
</name>
<name>
<surname>Chang</surname> <given-names>GJ</given-names>
</name>
<name>
<surname>Rodriguez-Bigas</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Feig</surname> <given-names>BW</given-names>
</name>
<name>
<surname>Slack</surname> <given-names>R</given-names>
</name>
<etal/>
</person-group>. <article-title>Multimodality salvage of recurrent disease after local excision for rectal cancer</article-title>. <source>Dis colon rectum.</source> (<year>2012</year>) <volume>55</volume>:<page-range>1213&#x2013;9</page-range>. doi: <pub-id pub-id-type="doi">10.1097/DCR.0b013e318270837f</pub-id>
</citation>
</ref>
<ref id="B18">
<label>18</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Stipa</surname> <given-names>F</given-names>
</name>
<name>
<surname>Giaccaglia</surname> <given-names>V</given-names>
</name>
<name>
<surname>Burza</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Management and outcome of local recurrence following transanal endoscopic microsurgery for rectal cancer</article-title>. <source>Dis colon rectum.</source> (<year>2012</year>) <volume>55</volume>:<page-range>262&#x2013;9</page-range>. doi: <pub-id pub-id-type="doi">10.1097/DCR.0b013e318241ef22</pub-id>
</citation>
</ref>
<ref id="B19">
<label>19</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bhangu</surname> <given-names>A</given-names>
</name>
<name>
<surname>Brown</surname> <given-names>G</given-names>
</name>
<name>
<surname>Nicholls</surname> <given-names>RJ</given-names>
</name>
<name>
<surname>Wong</surname> <given-names>J</given-names>
</name>
<name>
<surname>Darzi</surname> <given-names>A</given-names>
</name>
<name>
<surname>Tekkis</surname> <given-names>P</given-names>
</name>
</person-group>. <article-title>Survival outcome of local excision versus radical resection of colon or rectal carcinoma: A surveillance, epidemiology, and end results (seer) population-based study</article-title>. <source>Ann surgery.</source> (<year>2013</year>) <volume>258</volume>:<fpage>563</fpage>&#x2013;<lpage>569; discussion 569-571</lpage>. doi: <pub-id pub-id-type="doi">10.1097/SLA.0b013e3182a4e85a</pub-id>
</citation>
</ref>
<ref id="B20">
<label>20</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Garcia-Aguilar</surname> <given-names>J</given-names>
</name>
<name>
<surname>Shi</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Thomas</surname> <given-names>CR</given-names>
<suffix>Jr.</suffix>
</name>
<name>
<surname>Chan</surname> <given-names>E</given-names>
</name>
<name>
<surname>Cataldo</surname> <given-names>P</given-names>
</name>
<name>
<surname>Marcet</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>A phase ii trial of neoadjuvant chemoradiation and local excision for t2n0 rectal cancer: Preliminary results of the acosog z6041 trial</article-title>. <source>Ann Surg Oncol</source> (<year>2012</year>) <volume>19</volume>:<page-range>384&#x2013;91</page-range>. doi: <pub-id pub-id-type="doi">10.1245/s10434-011-1933-7</pub-id>
</citation>
</ref>
<ref id="B21">
<label>21</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lezoche</surname> <given-names>E</given-names>
</name>
<name>
<surname>Baldarelli</surname> <given-names>M</given-names>
</name>
<name>
<surname>Lezoche</surname> <given-names>G</given-names>
</name>
<name>
<surname>Paganini</surname> <given-names>AM</given-names>
</name>
<name>
<surname>Gesuita</surname> <given-names>R</given-names>
</name>
<name>
<surname>Guerrieri</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Randomized clinical trial of endoluminal locoregional resection versus laparoscopic total mesorectal excision for t2 rectal cancer after neoadjuvant therapy</article-title>. <source>Br J surgery.</source> (<year>2012</year>) <volume>99</volume>:<page-range>1211&#x2013;8</page-range>. doi: <pub-id pub-id-type="doi">10.1002/bjs.8821</pub-id>
</citation>
</ref>
<ref id="B22">
<label>22</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lynn</surname> <given-names>PB</given-names>
</name>
<name>
<surname>van der Valk</surname> <given-names>M</given-names>
</name>
<name>
<surname>Claassen</surname> <given-names>YHM</given-names>
</name>
<name>
<surname>Shi</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Widmar</surname> <given-names>M</given-names>
</name>
<name>
<surname>Bastiaannet</surname> <given-names>E</given-names>
</name>
<etal/>
</person-group>. <article-title>Chemoradiation and local excision versus total mesorectal excision for t2n0 rectal cancer: Comparison of short- and long-term outcomes from two prospective studies</article-title>. <source>Ann Surg</source> (<year>2021</year>). doi: <pub-id pub-id-type="doi">10.1097/SLA.0000000000005052</pub-id>
</citation>
</ref>
<ref id="B23">
<label>23</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jawitz</surname> <given-names>OK</given-names>
</name>
<name>
<surname>Adam</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Turner</surname> <given-names>MC</given-names>
</name>
<name>
<surname>Gilmore</surname> <given-names>BF</given-names>
</name>
<name>
<surname>Migaly</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>Neoadjuvant chemoradiation followed by transanal local excision for t2 rectal cancer confers equivalent survival benefit as traditional transabdominal resection</article-title>. <source>Surgery.</source> (<year>2019</year>) <volume>165</volume>:<page-range>1193&#x2013;8</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.surg.2019.02.005</pub-id>
</citation>
</ref>
<ref id="B24">
<label>24</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Stijns</surname> <given-names>RCH</given-names>
</name>
<name>
<surname>de Graaf</surname> <given-names>EJR</given-names>
</name>
<name>
<surname>Punt</surname> <given-names>CJA</given-names>
</name>
<name>
<surname>Nagtegaal</surname> <given-names>ID</given-names>
</name>
<name>
<surname>Nuyttens</surname> <given-names>J</given-names>
</name>
<name>
<surname>van Meerten</surname> <given-names>E</given-names>
</name>
<etal/>
</person-group>. <article-title>Long-term oncological and functional outcomes of chemoradiotherapy followed by organ-sparing transanal endoscopic microsurgery for distal rectal cancer: The carts study</article-title>. <source>JAMA surgery.</source> (<year>2019</year>) <volume>154</volume>:<fpage>47</fpage>&#x2013;<lpage>54</lpage>. doi: <pub-id pub-id-type="doi">10.1001/jamasurg.2018.3752</pub-id>
</citation>
</ref>
<ref id="B25">
<label>25</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname> <given-names>L</given-names>
</name>
<name>
<surname>Kelly</surname> <given-names>J</given-names>
</name>
<name>
<surname>Nassif</surname> <given-names>GJ</given-names>
</name>
<name>
<surname>Atallah</surname> <given-names>SB</given-names>
</name>
<name>
<surname>Albert</surname> <given-names>MR</given-names>
</name>
<name>
<surname>Shridhar</surname> <given-names>R</given-names>
</name>
<etal/>
</person-group>. <article-title>Chemoradiation and local excision for t2n0 rectal cancer offers equivalent overall survival compared to standard resection: A national cancer database analysis</article-title>. <source>J gastrointestinal Surg Off J Soc Surg Alimentary Tract.</source> (<year>2017</year>) <volume>21</volume>:<page-range>1666&#x2013;74</page-range>. doi: <pub-id pub-id-type="doi">10.1007/s11605-017-3536-5</pub-id>
</citation>
</ref>
<ref id="B26">
<label>26</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gray</surname> <given-names>R</given-names>
</name>
<name>
<surname>Barnwell</surname> <given-names>J</given-names>
</name>
<name>
<surname>McConkey</surname> <given-names>C</given-names>
</name>
<name>
<surname>Hills</surname> <given-names>RK</given-names>
</name>
<name>
<surname>Williams</surname> <given-names>NS</given-names>
</name>
<name>
<surname>Kerr</surname> <given-names>DJ</given-names>
</name>
</person-group>. <article-title>Adjuvant chemotherapy versus observation in patients with colorectal cancer: A randomised study</article-title>. <source>Lancet (London England).</source> (<year>2007</year>) <volume>370</volume>:<page-range>2020&#x2013;9</page-range>. doi: <pub-id pub-id-type="doi">10.1016/S0140-6736(07)61866-2</pub-id>
</citation>
</ref>
<ref id="B27">
<label>27</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hutchins</surname> <given-names>G</given-names>
</name>
<name>
<surname>Southward</surname> <given-names>K</given-names>
</name>
<name>
<surname>Handley</surname> <given-names>K</given-names>
</name>
<name>
<surname>Magill</surname> <given-names>L</given-names>
</name>
<name>
<surname>Beaumont</surname> <given-names>C</given-names>
</name>
<name>
<surname>Stahlschmidt</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Value of mismatch repair, kras, and braf mutations in predicting recurrence and benefits from chemotherapy in colorectal cancer</article-title>. <source>J Clin Oncol Off J Am Soc Clin Oncol</source> (<year>2011</year>) <volume>29</volume>:<page-range>1261&#x2013;70</page-range>. doi: <pub-id pub-id-type="doi">10.1200/JCO.2010.30.1366</pub-id>
</citation>
</ref>
<ref id="B28">
<label>28</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Huang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>H</given-names>
</name>
<name>
<surname>Liao</surname> <given-names>X</given-names>
</name>
<name>
<surname>Xiao</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Li</surname> <given-names>G</given-names>
</name>
</person-group>. <article-title>Prognostic factors for t1-2 colorectal cancer after radical resection: Lymph node distribution is a valuable predictor of its survival</article-title>. <source>Asian J surgery.</source> (<year>2021</year>) <volume>44</volume>:<page-range>241&#x2013;6</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.asjsur.2020.06.013</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>