<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Oncol.</journal-id>
<journal-title>Frontiers in Oncology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Oncol.</abbrev-journal-title>
<issn pub-type="epub">2234-943X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fonc.2022.874295</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Oncology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The Effect of Tumor Characteristics and Location on the Extent of Lymph Node Metastases of Head and Neck Cutaneous Squamous Cell Carcinoma</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>van Leer</surname>
<given-names>Bram</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1675985"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Leus</surname>
<given-names>Alet J. G.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>van Dijk</surname>
<given-names>Boukje A. C.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>van Kester</surname>
<given-names>Marloes S.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Halmos</surname>
<given-names>Gyorgy B.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/884776"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Diercks</surname>
<given-names>Gilles F.H.</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/731402"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>van der Vegt</surname>
<given-names>Bert</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/943418"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Vister</surname>
<given-names>Jeroen</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>R&#xe1;cz</surname>
<given-names>Emoke</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1764226"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Plaat</surname>
<given-names>Boudewijn E. C.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1430655"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Otorhinolaryngology, Head and Neck Surgery, University Medical Center Groningen, University of Groningen</institution>, <addr-line>Groningen</addr-line>, <country>Netherlands</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Dermatology, University Medical Center Groningen, University of Groningen</institution>, <addr-line>Groningen</addr-line>, <country>Netherlands</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Epidemiology, University Medical Center Groningen, University of Groningen</institution>, <addr-line>Groningen</addr-line>, <country>Netherlands</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Research and Development, Netherlands Comprehensive Cancer Organization Intergraal Kankercentrum Nederland (IKNL)</institution>, <addr-line>Utrecht</addr-line>, <country>Netherlands</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department of Pathology, University Medical Center Groningen, University of Groningen</institution>, <addr-line>Groningen</addr-line>, <country>Netherlands</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Department of Radiology, University Medical Center Groningen, University of Groningen</institution>, <addr-line>Groningen</addr-line>, <country>Netherlands</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Giuseppe Palmieri, University of Sassari, Italy</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Maria Giulia Cristofaro, Department of Experimental and Clinical Medicine, Italy; Francesco Bussu, Azienda Ospedaliero Universitaria Sassari, Italy</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Boudewijn E. C. Plaat, <email xlink:href="mailto:b.e.c.plaat@umcg.nl">b.e.c.plaat@umcg.nl</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Skin Cancer, a section of the journal Frontiers in Oncology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>30</day>
<month>05</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>12</volume>
<elocation-id>874295</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>02</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>25</day>
<month>04</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 van Leer, Leus, van Dijk, van Kester, Halmos, Diercks, van der Vegt, Vister, R&#xe1;cz and Plaat</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>van Leer, Leus, van Dijk, van Kester, Halmos, Diercks, van der Vegt, Vister, R&#xe1;cz and Plaat</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 extent of a neck dissection for patients with metastasis of cutaneous squamous cell carcinoma of the head and neck (HNcSCC) is still subject to debate and clear guidelines are lacking. Tumor characteristics like size, differentiation and tumor location are known risk factors for lymph node metastasis (LNM). There is some evidence that, depending on tumor location, LNM follows a specific pattern. This study aims to identify which tumor characteristics can predict the pattern and extent of LNM.</p>
</sec>
<sec>
<title>Method</title>
<p>In this cohort study 80 patients were included, who underwent a primary neck dissection for LNM of HNcSCC between 2003 and 2018 at the University Medical Center Groningen, the Netherlands. Retrospective data was collected for primary tumor characteristics and LNM and included surgical and follow-up data. Influence of tumor characteristics on the extent of LNM was analyzed using non-parametric tests. Logistic regression analysis were used to identify a metastasis pattern based on the primary tumor location.</p>
</sec>
<sec>
<title>Results</title>
<p>Only primary tumor location was associated with the pattern of LNM. HNcSCC of the ear metastasized to level II (OR = 2.6) and the parotid gland (OR = 3.6). Cutaneous lip carcinoma metastasized to ipsilateral and contralateral level I (OR = 5.3). Posterior scalp tumors showed a metastasis pattern to level II (OR = 5.6); level III (OR = 11.2), level IV (OR = 4.7) and the parotid gland (OR = 10.8). Ear canal tumors showed a low risk of LNM for all levels. The extent of LNM was not related to age or any tumor characteristics i.e. tumor diameter, infiltration depth, differentiation grade, perineural growth and vascular invasion.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Primary tumor location determines the LNM pattern. Whereas known unfavorable tumor characteristics did not relate to the extent of LNM. Location guided limited neck dissection combined with parotidectomy will treat most patients adequately.</p>
</sec>
</abstract>
<kwd-group>
<kwd>cutaneous squamous cell carcinoma (cSCC)</kwd>
<kwd>lymph node metastasis (LNM)</kwd>
<kwd>metastasis pattern</kwd>
<kwd>neck dissection (ND)</kwd>
<kwd>parotidectomy</kwd>
<kwd>primary tumor location (PTL)</kwd>
<kwd>tumor characteristics</kwd>
<kwd>clinical recommendations</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="33"/>
<page-count count="9"/>
<word-count count="4408"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>The global incidence of cutaneous squamous cell carcinoma (cSCC) in 2017 was estimated at 1.8 million and is expected to increase due to the aging population (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B4">4</xref>). The main localization of cSCC is in areas of skin most exposed to the sun, namely the head and neck region (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>). Although the 5-year survival rate of patients with head and neck cSCC (HNcSCC) is over 90%, 2-5% of this growing group of mainly older patients develops lymph node metastasis (LNM). Five-year disease-specific survival rates of &lt;40% for patients with LNM have been reported (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>).</p>
<p>Risk factors for developing LNM include tumor size, invasion depth, differentiation grade, the presence of perineural growth, bone or vascular invasion, and tumors localized at specific regions of the face (i.e. ear or lip) (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B8">8</xref>&#x2013;<xref ref-type="bibr" rid="B12">12</xref>).</p>
<p>In cases of regional LNM, a neck dissection of ipsilateral cervical lymph nodes is advised, depending on the primary site including removal of the parotid gland (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>). The extent of the advised neck dissection (i.e. selective neck dissection) with or without parotidectomy is subject to debate and no clear guidelines have been provided. Some association has been shown between the localization of the cSCC and the locoregional metastases. However, sufficient evidence for a selective neck dissection was only provided for HNcSCC localized at the anterior face (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>).</p>
<p>Limiting the extent of a neck dissection could decrease morbidity, duration of surgery and reduce the risk of complications, especially in old or frail patients (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B18">18</xref>). Advice regarding the extent of a neck dissection based on tumor characteristics could therefore be helpful. The aim of the study was to assess the effect of the primary tumor location and characteristics on the location and extent of the regional metastasis in order to give a recommendation for a more selective neck dissection.</p>
</sec>
<sec id="s2">
<title>Methods</title>
<p>For this retrospective study, all consecutive patients who underwent a primary neck dissection with or without a parotidectomy for LNM of HNcSCC between 2003 and 2018 in the University Medical Center Groningen (UMCG), the Netherlands, were included. Patients were considered to have LNM by a multi-disciplinary group of head and neck specialists based on imaging, clinical findings and biopsy. For patients with a history of multiple primary HNcSCC, the index tumor was identified. Since &gt;95% of the cSCC metastasize within the first two years, the index tumor was determined based on the time between onset of the primary tumor and LNM as well as tumor location and risk factors (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>). Patients were excluded in cases of earlier ipsilateral neck dissection, non-cutaneous head and neck squamous cell carcinoma in the past 20 years, with no information available for the primary tumor, or when an index tumor could not be identified.</p>
<p>The Institutional Review Board of the University Medical Center Groningen assessed this retrospective study (IRB research register nr 202000804) and judged that there was no need for approval based on the Dutch Medical Research Law (Wet medisch-wetenschappelijk onderzoek met mensen [WMO]).</p>
<p>Patient and tumor characteristics were collected from electronic patient files and histopathology reports (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). In cases of missing data, clinical reports were used. Tumor localization was classified according to Vauterin et&#xa0;al. (<xref ref-type="bibr" rid="B15">15</xref>) Tumor location was determined from clinical reports and, when not clearly specified, from clinical photographs. The authors (re)staged the primary tumor according to three different classification systems: the Brigham and Women&#x2019;s Hospital (BWH), the American Joint Committee on Cancer 7<sup>th</sup> edition (AJCC 7) and the American Joint Committee on Cancer 8<sup>th</sup> edition (AJCC 8) classifications (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B19">19</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Patient and index tumor characteristics.</p>
</caption>
<table frame="hsides">
<tbody>
<tr>
<th valign="top" align="left">Gender</th>
<th valign="top" align="center">n (%)</th>
<th valign="top" align="left">AJCC 7</th>
<th valign="top" align="center">n (%)</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Men</td>
<td valign="top" align="center">65 (81.3)</td>
<td valign="top" align="left">T1</td>
<td valign="top" align="center">12 (15.0)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Women</td>
<td valign="top" align="center">15 (18.8)</td>
<td valign="top" align="left">T2</td>
<td valign="top" align="center">60 (75.0)</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
<td valign="top" align="left">T3</td>
<td valign="top" align="center">3 (3.8)</td>
</tr>
<tr>
<td valign="top" align="left">Age</td>
<td valign="top" align="center">years (range)</td>
<td valign="top" align="left">T4</td>
<td valign="top" align="center">2 (2.5)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Median</td>
<td valign="top" align="center">75.5 (40 - 91)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="center">3 (3.8)</td>
</tr>
<tr>
<td valign="top" align="left">History of HNcSCC</td>
<td valign="top" align="center">n (%)</td>
<td valign="top" align="left">AJCC 8</td>
<td valign="top" align="center">n (%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Yes</td>
<td valign="top" align="center">28 (35.0)</td>
<td valign="top" align="left">T1</td>
<td valign="top" align="center">25 (31.3)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;No</td>
<td valign="top" align="center">52 (65.0)</td>
<td valign="top" align="left">T2</td>
<td valign="top" align="center">14 (17.5)</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
<td valign="top" align="left">T3</td>
<td valign="top" align="center">34 (42.5)</td>
</tr>
<tr>
<td valign="top" align="left">Treatment of primary tumor</td>
<td valign="top" align="center">n (%)</td>
<td valign="top" align="left">T4a</td>
<td valign="top" align="center">2 (2.5)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Surgery</td>
<td valign="top" align="center">39 (48.8)</td>
<td valign="top" align="left">T4b</td>
<td valign="top" align="center">1 (1.3)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Surgery + Radiotherapy</td>
<td valign="top" align="center">31 (38.8)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="center">4 (5.0)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Radiotherapy</td>
<td valign="top" align="center">10 (12.5)</td>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
<td valign="top" align="left">BWH</td>
<td valign="top" align="center">n (%)</td>
</tr>
<tr>
<td valign="top" align="left">Excision margins</td>
<td valign="top" align="center">n (%)</td>
<td valign="top" align="left">T1</td>
<td valign="top" align="center">18 (22.5)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Clear margin</td>
<td valign="top" align="center">43 (53.8)</td>
<td valign="top" align="left">T2a</td>
<td valign="top" align="center">25 (31.3)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Positive margin</td>
<td valign="top" align="center">26 (32.5)</td>
<td valign="top" align="left">T2b</td>
<td valign="top" align="center">29 (36.3)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Unknown</td>
<td valign="top" align="center">1 (1.3)</td>
<td valign="top" align="left">T3</td>
<td valign="top" align="center">5 (6.3)</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="center">3 (3.8)</td>
</tr>
<tr>
<td valign="top" align="left">Tumor diameter</td>
<td valign="top" align="center">mm (range)</td>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Mean</td>
<td valign="top" align="center">25.9 (4.0 - 70.0)</td>
<td valign="top" align="left">Tumor location</td>
<td valign="top" align="center">n (%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Unknown</td>
<td valign="top" align="center">n = 7</td>
<td valign="top" align="left">Ear</td>
<td valign="top" align="center">18 (22.5)</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
<td valign="top" align="left">Cutaneous lip</td>
<td valign="top" align="center">12 (15.0)</td>
</tr>
<tr>
<td valign="top" align="left">Tumor infiltration</td>
<td valign="top" align="center">mm (range)</td>
<td valign="top" align="left">&#x2003;Superior</td>
<td valign="top" align="center">2 (2.5)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Mean</td>
<td valign="top" align="center">7.1 (1.1 - 40.0)</td>
<td valign="top" align="left">&#x2003;Inferior</td>
<td valign="top" align="center">8 (10)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Unknown</td>
<td valign="top" align="center">n = 2</td>
<td valign="top" align="left">&#x2003;Commissure</td>
<td valign="top" align="center">2 (2.5)</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
<td valign="top" align="left">Temporal scalp</td>
<td valign="top" align="center">11 (13.8)</td>
</tr>
<tr>
<td valign="top" align="left">Tumor differentiation</td>
<td valign="top" align="center">n (%)</td>
<td valign="top" align="left">Posterior scalp</td>
<td valign="top" align="center">9 (11.3)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Well</td>
<td valign="top" align="center">16 (20.0)</td>
<td valign="top" align="left">Ear canal</td>
<td valign="top" align="center">7 (8.8)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Moderate</td>
<td valign="top" align="center">46 (57.5)</td>
<td valign="top" align="left">Postauricular</td>
<td valign="top" align="center">6 (7.5)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Poor</td>
<td valign="top" align="center">18 (22.5)</td>
<td valign="top" align="left">Nose</td>
<td valign="top" align="center">5 (6.3)</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
<td valign="top" align="left">Frontal scalp</td>
<td valign="top" align="center">4 (5.0)</td>
</tr>
<tr>
<td valign="top" align="left">Perineural invasion</td>
<td valign="top" align="center">n (%)</td>
<td valign="top" align="left">Cheeks</td>
<td valign="top" align="center">4 (5.0)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Yes</td>
<td valign="top" align="center">22 (27.5)</td>
<td valign="top" align="left">Anterior scalp</td>
<td valign="top" align="center">2 (2.5)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;No</td>
<td valign="top" align="center">58 (72.5)</td>
<td valign="top" align="left">Neck</td>
<td valign="top" align="center">1 (1.3)</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
<td valign="top" align="left">Chin</td>
<td valign="top" align="center">1 (1.3)</td>
</tr>
<tr>
<td valign="top" align="left">Vascular invasion</td>
<td valign="top" align="center">n (%)</td>
<td valign="top" align="left">Periorbital</td>
<td valign="top" align="center">0 (0.0)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Yes</td>
<td valign="top" align="center">7 (8.8)</td>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;No</td>
<td valign="top" align="center">73 (91.3)</td>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>HNcSCC, Head and Neck cutaneous squamous cell carcinoma; AJCC 7, the American Joint Committee on Cancer 7<sup>th</sup> edition; AJCC 8, the American Joint Committee on Cancer 8<sup>th</sup> edition; BWH, Brigham and Women&#x2019;s Hospital.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Location of the LNM was categorized according to the anatomical distribution: level I-V, the parotid gland and the postauricular or occipital region. The histopathological results for each nodal level were obtained from pathological reports, which were reported per location. To assure a distinction between level II and parotid intraglandular lymph nodes, in 11 patients histopathological slides were re-assessed by an experienced head and neck pathologist to verify the results. Recurrence-free survival was defined as the time between date of surgery and date of recurrent disease, death or last checkup. Survival was defined as years alive after primary tumor diagnosis. For patients without a (modified) radical neck dissection, untreated neck levels were considered positive or negative depending on whether the patient had a 2-year recurrence-free period. When patients were lost to follow-up within 2 years these levels were scored as unknown. Metastases with clear cutaneous involvement were categorized as in-transit metastasis and not included as LNM. Contralateral lymph nodes were scored separately and only included in analysis using the number of involved levels.</p>
<p>For statistical analysis SPSS 23 (IBM SPSS Statistics for Windows, Version 23.0. Armonk, USA) was used. Figures were created using Excel 2010 (Microsoft Corporation; Redmond, USA) and SPSS 23. The effect of tumor characteristics (i.e. known risk factors) on the number of histopathologically positive lymph nodal levels was analyzed using an ordinal regression analysis for all factors except age. In this case the test of parallel lines showed to be significant and a multinominal regression analysis was used instead. To deal with small numbers in groups, five or more involved lymph nodal levels were combined as one. Disease-specific survival was analyzed using Kaplan-Meier analysis for respectively &#x2264; 2 and &gt; 2 lymph nodal levels involved based upon histopathology only (i.e. without 2 year follow-up). Log rank test was used for significance. A risk-ratio was defined as the distribution of LNM per tumor location. Due to small numbers, sublevels were not included for primary tumor location and LNM. The odds that an individual lymph node level was involved in the pattern of metastasis was calculated using a logistic regression analysis. As an equal distribution for each location in our study population would have been 6, the odds-ratio was calculated only for tumor locations with more than 5 patients. A p-value of &lt;0.05 was considered statistically significant.</p>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<p>Of the 93 selected patients, 80 were included in the study. Six patients were excluded because there was no information available of the primary tumor. Five were excluded because the neck dissection was not performed in our institute. For 2 patients, the index tumor could not be determined. Twenty-eight (35%) of the included patients were found to have had a previous HNcSCC (other than the index tumor) in their medical history.</p>
<p>As shown in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>, mean diameter and infiltration depth were respectively 25.9 and 7.1&#xa0;mm and most index tumors were moderately differentiated (58%). Perineural or vascular invasion occurred in respectively 22 (28%) and 7 (9%) patients. The most common tumor classification for AJCC 7, 8 and BWH were respectively T2 (75%), T3 (43%) and T2b (36%). The majority of the tumors were located on the ears (23%), cutaneous lip (15%) or in the temporal region (14%).</p>
<p>Ipsilateral (modified) radical neck dissection (i.e. level I to V) combined with a parotidectomy was performed in 32.5% of the cases. LNM were found mostly in the parotid gland (42.5%) and level II (42.5%) (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). Contralateral neck dissections were performed in 12 patients, most often when the tumor was localized at the cutaneous lip (42%) or the nose (25%). Twelve patients developed new LNM within 2 years. In 57 patients (71.3%), 2 or less levels were involved (mean 2.1, SD 2.1). At time of surgery this was the case for 60 patients (75%, mean 1.8, SD 1.6). The median overall follow-up period was 2.5 years (range: 0 - 14 years, mean 3.59, SD: 3.3). Mean overall survival was 3.5 years (SD 3.3 years). Mean disease-specific survival for all patients was 9.5 years (CI 95% 7.9 &#x2013; 11.2 years) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). Patients with more than 2 lymph nodal levels involved had a significant higher change of dying (estimated mean &gt; 2 levels: 3.8 years (95% CI 2.3 &#x2013; 5.3 years) and &#x2264; 2 levels: 10.6 years (95% CI 8.9 &#x2013; 12.4 years); p = 0.002) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Ipsilateral outcome per lymph nodal level during histopathological examination or during clinical follow-up within 2 years by physical examination or imaging.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left"/>
<th valign="top" colspan="2" align="center">I</th>
<th valign="top" colspan="2" align="center">II</th>
<th valign="top" colspan="2" align="center">III</th>
<th valign="top" colspan="2" align="center">IV</th>
<th valign="top" colspan="2" align="center">V</th>
<th valign="top" colspan="2" align="center">Parotid Gland</th>
<th valign="top" colspan="2" align="center">Post-auricular</th>
<th valign="top" colspan="2" align="center">Occipital</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" colspan="17" align="left">Positive</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Neck dissection</td>
<td valign="top" align="center">19</td>
<td valign="top" align="center">(23.8)</td>
<td valign="top" align="center">33</td>
<td valign="top" align="center">(41.3)</td>
<td valign="top" align="center">22</td>
<td valign="top" align="center">(27.5)</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">(15.0)</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">(16.3)</td>
<td valign="top" align="center">34</td>
<td valign="top" align="center">(42.5)</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">(5.0)</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">(2.5)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Clinically, during FU</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">(2.5)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">(1.3)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">(1.3)</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">(0.0)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">(1.3)</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">(0.0)</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">(5.0)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">(1.3)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>&#x2003;Total</italic>
</td>
<td valign="top" align="center">
<italic>21</italic>
</td>
<td valign="top" align="center">(26.3)</td>
<td valign="top" align="center">
<italic>34</italic>
</td>
<td valign="top" align="center">(42.5)</td>
<td valign="top" align="center">
<italic>23</italic>
</td>
<td valign="top" align="center">(28.8)</td>
<td valign="top" align="center">
<italic>12</italic>
</td>
<td valign="top" align="center">(15.0)</td>
<td valign="top" align="center">
<italic>14</italic>
</td>
<td valign="top" align="center">(17.5)</td>
<td valign="top" align="center">
<italic>34</italic>
</td>
<td valign="top" align="center">(42.5)</td>
<td valign="top" align="center">
<italic>8</italic>
</td>
<td valign="top" align="center">(10.0)</td>
<td valign="top" align="center">
<italic>3</italic>
</td>
<td valign="top" align="center">(3.8)</td>
</tr>
<tr>
<td valign="top" colspan="17" align="left">Negative</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Neck dissection</td>
<td valign="top" align="center">36</td>
<td valign="top" align="center">(45.0)</td>
<td valign="top" align="center">43</td>
<td valign="top" align="center">(53.8)</td>
<td valign="top" align="center">50</td>
<td valign="top" align="center">(62.5)</td>
<td valign="top" align="center">34</td>
<td valign="top" align="center">(42.5)</td>
<td valign="top" align="center">38</td>
<td valign="top" align="center">(47.5)</td>
<td valign="top" align="center">21</td>
<td valign="top" align="center">(26.3)</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">(0.0)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">(1.3)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Clinically, during FU</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">(11.3)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">(1.3)</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">(2.5)</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">(22.5)</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">(18.8)</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">(12.5)</td>
<td valign="top" align="center">36</td>
<td valign="top" align="center">(45.0)</td>
<td valign="top" align="center">38</td>
<td valign="top" align="center">(47.5)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>&#x2003;Total</italic>
</td>
<td valign="top" align="center">
<italic>45</italic>
</td>
<td valign="top" align="center">(56.3)</td>
<td valign="top" align="center">
<italic>44</italic>
</td>
<td valign="top" align="center">(55.0)</td>
<td valign="top" align="center">
<italic>52</italic>
</td>
<td valign="top" align="center">(65.0)</td>
<td valign="top" align="center">
<italic>52</italic>
</td>
<td valign="top" align="center">(65.0)</td>
<td valign="top" align="center">
<italic>53</italic>
</td>
<td valign="top" align="center">(66.3)</td>
<td valign="top" align="center">
<italic>31</italic>
</td>
<td valign="top" align="center">(38.8)</td>
<td valign="top" align="center">
<italic>36</italic>
</td>
<td valign="top" align="center">(45.0)</td>
<td valign="top" align="center">
<italic>39</italic>
</td>
<td valign="top" align="center">(48.8)</td>
</tr>
<tr>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="center">14</td>
<td valign="top" align="center">(17.5)</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">(2.5)</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">(6.3)</td>
<td valign="top" align="center">16</td>
<td valign="top" align="center">(20.0)</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">(16.3)</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">(18.8)</td>
<td valign="top" align="center">36</td>
<td valign="top" align="center">(45.0)</td>
<td valign="top" align="center">38</td>
<td valign="top" align="center">(47.5)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Tumors unable to classify due to follow-up period &lt; 2 years or missing pathology were classified as unknown. (% of total number of patients, n = 80).</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>
<bold>(A)</bold> Disease-specific survival for all patients with metastasis of head and neck cutaneous squamous cell carcinoma. + censored. <bold>(B)</bold> Disease-specific survival divided between patients &#x2264; 2 (&#x2014;) histopathological positive lymph nodal levels at time of surgery and patients with &gt; 2 (-&#x2009;-&#x2009;-). +, &#x25ca; censored.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-12-874295-g001.tif"/>
</fig>
<p>The number of histologically positive lymph nodal levels was not associated (p &gt; 0.05) with stage, age or known risk factors for metastasis, i.e. diameter, infiltration, differentiation, perineural invasion, vascular invasion and excision margins, nor did BWH, AJCC 7 and AJCC 8 stage. To show the extent of the lymph nodal metastasis per primary tumor location, as well as for all locations together (which was used for ordinal regression analysis) <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref> was depicted.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Distribution figure of the total number of patients per total number of involved lymph nodal levels. Depicting the extent of the lymph nodal metastasis per primary tumor location, as well as for all locations together (i.e. tumors at the ear: 1 patient had no metastasis, 7 patients had 1 level involved, 2 had 2 levels involved, etc.) A maximum of 16 metastatic lymph node sites/levels could be involved (i.e. ipsi- and contralateral involvement of neck level I to V, the parotid gland, post-auricular and occipital).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-12-874295-g002.tif"/>
</fig>
<p>Tumor localization showed a strong association with the LNM pattern (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref> and <xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). Tumors localized at the temporal scalp metastasized solely to the parotid gland, whereas localization on the external ear and postauricular skin metastasized to the parotid gland, neck levels II and III. LNM of cutaneous lip carcinoma were mainly localized in level I and II. Separating the superior, inferior and commissure of the lips showed the following distribution: none of the superior lip metastasis involved level IA, in one case level 1B and the other case had no involvement of level I at all. Inferior lip metastasis involved level IA in one case, level IB in 5 cases and no involvement of level I was seen in 2 patients. For one tumor localized at the commissure involvement of level I is unknown at all and for the other patient it was not possible to distinguish retrospectively between level IA and IB. However, due to small numbers we decided not to differentiated any further between subgroups for statistical analysis, as described in the method section.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Risk ratio in percentages of tumor metastasis per location per level. Locations with n = 1 are not included; I, level 1; II, level 2; III, level 3; IV, level 4; V, level 5; PG, parotid gland; PA, postauricular; O, occipital.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-12-874295-g003.tif"/>
</fig>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Odds ratio of lymph node metastases per location ( &gt; 5 patients) per level ipsilateral.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left"/>
<th valign="top" align="center">Ear</th>
<th valign="top" align="center">Temporal scalp</th>
<th valign="top" align="center">Cutaneous lip</th>
<th valign="top" align="center">Postauricular</th>
<th valign="top" align="center">Posterior scalp</th>
<th valign="top" align="center">Ear canal</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">I</td>
<td valign="top" align="center">0,42 (0,22)</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">5,25 <bold>(0,02*)</bold>
</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">1,75 (0,49)</td>
<td valign="top" align="center">0,72 (0,78)</td>
</tr>
<tr>
<td valign="top" align="left">II</td>
<td valign="top" align="center">2,60 <bold>(0,08)</bold>
</td>
<td valign="top" align="center">0,12 <bold>(0,05)</bold>
</td>
<td valign="top" align="center">0,39 (0,18)</td>
<td valign="top" align="center">0,24 (0,20)</td>
<td valign="top" align="center">5,57 <bold>(0,04*)</bold>
</td>
<td valign="top" align="center">0,20 (0,14)</td>
</tr>
<tr>
<td valign="top" align="left">III</td>
<td valign="top" align="center">0,38 (0,16)</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">0,41 (0,28)</td>
<td valign="top" align="center">2,5 (0,29)</td>
<td valign="top" align="center">11,16 <bold>(&lt;0,01*)</bold>
</td>
<td valign="top" align="center">1,17 (0,87)</td>
</tr>
<tr>
<td valign="top" align="left">IV</td>
<td valign="top" align="center">0,60 (0,54)</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">1,29 (0,77)</td>
<td valign="top" align="center">0,86 (0,89)</td>
<td valign="top" align="center">4,7 <bold>(0,045*)</bold>
</td>
<td valign="top" align="center">NA</td>
</tr>
<tr>
<td valign="top" align="left">V</td>
<td valign="top" align="center">0,84 (0,81)</td>
<td valign="top" align="center">0,60 (0,65)</td>
<td valign="top" align="center">0,43 (0,45)</td>
<td valign="top" align="center">0,74 (0,79)</td>
<td valign="top" align="center">3,84 <bold>(0,08)</bold>
</td>
<td valign="top" align="center">NA</td>
</tr>
<tr>
<td valign="top" align="left">PG</td>
<td valign="top" align="center">3,60 <bold>(0,03*)</bold>
</td>
<td valign="top" align="center">4,92 <bold>(0,06)</bold>
</td>
<td valign="top" align="center">0,12 <bold>(0,05)</bold>
</td>
<td valign="top" align="center">1 (1,00)</td>
<td valign="top" align="center">0,47 (0,40)</td>
<td valign="top" align="center">
<bold>0,14 (0,08)</bold>
</td>
</tr>
<tr>
<td valign="top" align="left">PA</td>
<td valign="top" align="center">1,25 (0,81)</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">0,76 (0,81)</td>
<td valign="top" align="center">0,94 (0,96)</td>
<td valign="top" align="center">10,8 <bold>(0,02*)</bold>
</td>
<td valign="top" align="center">NA</td>
</tr>
<tr>
<td valign="top" align="left">O</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">6 (0,19)</td>
<td valign="top" align="center">NA</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Likelihood-ratio used for significance. I, level 1; II, level 2; III, level 3; IV, level 4; V, level 5; PG, parotid gland; PA, postauricular; O, occipital; NA, Not applicable; no positive levels found; OR (p value)</p>
</fn>
<fn>
<p>*p = &lt; 0.05; in bold p = &lt; 0.1.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>No specific LNM pattern was seen for tumors located on the anterior and posterior scalp. Tumors originating from the ear canal showed almost no cervical metastasis. Since the number of tumors localized at the frontal scalp, periorbital skin, chin, cutis of the neck, cheeks and nose was too low, the pattern of LNM originating from these locations could not be assessed. In general, metastases in the occipital lymph nodes were seen in 3 cases (3.8%).</p>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>The increased incidence of cSCC in a growing elderly population and its related rise in number of patients presenting with LNM, necessitates a redefinition of the extent of surgical treatment of LNM. Our aim was to investigate the influence of well-known risk factors for LNM in HNcSCC and tumor localization on the extent and pattern of metastatic spread in the neck area. To our knowledge, this is the first study investigating the effect of known risk factors on the extent of regional metastasis. In this retrospective study, these well-known risk factors for LNM, as well as age, did not correlate with the extent of the metastases. Only the location of the tumor proved to be important in relation to the pattern of LNM.</p>
<p>Recent studies showed that a large proportion of HNcSCC patients are considered as frail and these patients are at a higher risk for postoperative complications (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B20">20</xref>). Since treatment intensity and general anesthesia have shown to be predictors for postoperative complications, reducing the duration and extent of the operation could lower the complication rate and long-term negative effects (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B21">21</xref>).</p>
<p>None of the tumor characteristics associated with risk for LNM, showed a significant correlation with the number of positive lymph nodal levels. No previous study have explored the effect of the known risk factors on the extent of the LNM (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B8">8</xref>&#x2013;<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B22">22</xref>). There is no evidence-based explanation for the absence of correlation; however, one can speculate. The absence of correlation could be explained for several characteristics, by arguing that they influence the possibility of tumor growth into the lymphatic system but do not necessarily predict the growth rate or aggressiveness of the tumor. Surprisingly, no correlation was found with tumor diameter, nor for infiltration or degree of differentiation. One would expect that these characteristics reflecting aggressiveness would influence the extent of LNM. Classification systems, designed to predict prognosis and thereby reflect risk profiles, did not correlate with the extent of LNM either (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B23">23</xref>). Probably since those are products of the risk factors above. Disease-specific survival analysis showed that there is a correlation between the extent of the metastatic spread and the survival, as has been described earlier in the literature and contributes to the TNM system (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B24">24</xref>&#x2013;<xref ref-type="bibr" rid="B29">29</xref>). Other studies showed that there is no direct correlation between tumor characteristics and disease specific survival (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B31">31</xref>). In this study we did not try to predict the chance of lymph node metastasis it self, but we tried to find predictive factors for the extension of metastatic spread. Earlier studies from the same institution which were partly based upon the same database as this study, including cN0 cases, showed similar risk factors for nodal metastasis as studies from other institutions (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B8">8</xref>&#x2013;<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B22">22</xref>).</p>
<p>Tumor location could be used to limit the size of the neck dissection. A selective neck dissection of metastases originating from a temporal localized tumor could perhaps be limited to the parotid gland as shown in our study. Furthermore, tumors of the ear were found to be most likely to metastasize to the parotid gland and, to a lesser extent, to level II, and should be included. These findings correspond with the distribution found by Ebrahimi et&#xa0;al. and Vauterin et&#xa0;al. (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>).</p>
<p>Interestingly, tumors localized in the ear canal were less likely to metastasize at all. In most cases, after histopathological examination, the parotid gland showed direct invasion of the primary ear canal carcinoma with no signs of LNM. A study of Mi Lee et&#xa0;al. showed that only advanced ear canal cSCC may metastasize to the parotid gland (&lt; 25%), and their metastasis rate is likely to be overestimated (<xref ref-type="bibr" rid="B32">32</xref>). This strengthens our advice that, in cases of no clinical signs of other regional metastasis, a parotidectomy alone would be sufficient for adequate treatment.</p>
<p>We showed that tumors of the cutaneous lip are most likely to metastasize to level I and are not likely to metastasize to the parotid gland. Forty two percent metastasized to the contralateral side. Therefore, at least a selective bilateral neck dissection of level I should be performed. To our knowledge, other studies have not included metastasis patterns of specific cutaneous SCC of the lip instead of inclusion of the lip as a whole (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>).</p>
<p>A (modified) radical neck dissection without a parotidectomy is advised in the case of localization at the posterior scalp. In our study there was a significantly higher risk for LNM to level II, level III and the postauricular region. Involvement of levels IV and V was also found. Interestingly, Vauterin et&#xa0;al. showed only involvement of level V and the parotid gland (<xref ref-type="bibr" rid="B15">15</xref>). This could be explained by the hypothesis that our posterior tumors were generally more localized to the anterior side of the scalp in comparison with their posterior localized tumors. This thesis is supported by the fact that Vauterin et&#xa0;al. showed a more diffuse distribution pattern for the anterior scalp. In this case small group sizes could give a different outcome.</p>
<p>We did not find specific levels at risk for tumors localized at the postauricular region. On the basis of results from other studies, a selective neck dissection should be performed including level II, III and the parotid gland (<xref ref-type="bibr" rid="B15">15</xref>).</p>
<p>Tumor locations with less than 6 patients were not included in the calculation of the odds as explained in the methods section. However, the distribution of LNM from these locations was as expected.</p>
<p>
<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref> summarizes which lymph nodal levels we suggest to remove at least (depending on patient specific radiological findings) during surgical resection in the case of HNcSCC with proven LNM. The percentages of the patients in this study who would have been sufficiently treated based on our advice were displayed. It should be noted that pre-operative imaging and other diagnostics of the individual patient should be included in the decision making and that the percentages presented in <xref ref-type="table" rid="T4">
<bold>Table 4</bold>
</xref> are guidelines independent of pre-operative imaging. The distribution per tumor location as depicted in <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref> suggest also a more selective or conservative approach respectively, depending on the tumor location.</p>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>Lymph node levels (per tumor location) suggested to be minimally included in the surgical resection, regardless of pre-surgical imaging and diagnostics of the individual patient.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Tumor location</th>
<th valign="top" align="center"> Surgical resection should include at least:</th>
<th valign="top" align="center">% of patients treated sufficiently, solely due to location based advice</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Ear</td>
<td valign="top" align="left">Parotid gland and level II</td>
<td valign="top" align="center">67%</td>
</tr>
<tr>
<td valign="top" align="left">Cutaneous lip</td>
<td valign="top" align="left">Level I ipsi- and contralateral</td>
<td valign="top" align="center">58%</td>
</tr>
<tr>
<td valign="top" align="left">Temporal scalp</td>
<td valign="top" align="left">Parotid gland</td>
<td valign="top" align="center">82%</td>
</tr>
<tr>
<td valign="top" align="left">Posterior scalp</td>
<td valign="top" align="left">(modified) radical neck dissection</td>
<td valign="top" align="center">67%</td>
</tr>
<tr>
<td valign="top" align="left">Ear canal</td>
<td valign="top" align="left">Parotid gland</td>
<td valign="top" align="center">57%</td>
</tr>
<tr>
<td valign="top" align="left">Postauricular</td>
<td valign="top" align="left">Parotid gland, level II, level III</td>
<td valign="top" align="center">67%</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Ipsilateral unless specified.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Earlier studies only mentioned the numbers of positive levels, while we calculated odds ratios to give a more precise estimation of the probability of metastasis in different levels based on tumor location (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>). Furthermore, correction for regional residual disease has not been described in previous studies. Another difference is that we included patients until 2018. Improved imaging and histopathological diagnostics could therefore have played a role.</p>
<p>A limitation of this study is the retrospective study design and the relatively low number of patients. However, in perspective, between 2000 and 2013 770 patients were treated for cSCC in the UMCG alone (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B22">22</xref>). Placing this in perspective of the low metastasis rate, one could argue that a prospective study design with a larger number of patients included would not be feasible for a single center study. Furthermore, nodal levels scored as unknown could have led to an underestimation of the involved levels. For 28 patients, an index tumor was defined, partly based on the metastasis pattern other studies described (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>). This could potentially have led to a stronger confirmation of this pattern. However, we primarily assessed other factors, such as time between primary tumor onset and the development of LNM, to define the index tumor.</p>
<p>The relatively small number of patients in our study with a clear margin after first resection of the primary tumor compared with other studies is noteworthy (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B33">33</xref>). This could be explained by the nature of the tertiary care head and neck oncologic center, which has a higher number of complex tumors, including patients with positive margins after resection elsewhere. Furthermore, we only included patients with clinically suspected lymph node in comparison with most of the studies who included HNcSCC in general.</p>
<p>In conclusion, in this series of consecutive patients treated for LNM of HNcSCC, the known risk factors for occurrence of LNM showed no association with the extent of regional metastatic spread. However, we found a distinct metastatic pattern for specific HNcSCC primary tumor locations, such as the ear, cutaneous lip carcinoma, posterior scalp and ear canal. We provided clinical recommendations for surgical treatment of the neck and parotid gland in this emerging population. Any future predictive models for LNM of HNcSCC should include primary tumor location as an independent predicting variable.</p>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics Statement</title>
<p>The Institutional Review Board of the University Medical Center Groningen reviewed and approved this retrospective study (IRB research register nr 202000804) and judged that there was no need for approval based on the Dutch Medical Research Law (Wet medisch-wetenschappelijk onderzoek met mensen [WMO]).</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author Contributions</title>
<p>BL and BP contributed to conception and design of the study. BL and AL contributed to data acquisition. Quality control of data was performed by BV, BP and JV. Data analysis and statistics were done by BL and BD. Manuscript preparation and editing by BL. Manuscript review and additionele editing was done by AL, BD, MK, GH, GD, BV, JV, ER, and BP. Overall supervision was done by BP. All authors contributed to the article and approved the submitted version. </p>
</sec>
<sec id="s8" 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="s9" 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="s10">
<title>Abbreviations</title>
<p>cSCC, cutaneous squamous cell carcinoma; HNcSCC, head and neck cutaneous squamous cell carcinoma; LNM, lymph node metastasis; University Medical Center Groningen, UMCG; AJCC 7, the American Joint Committee on Cancer 7th edition; AJCC 8, the American Joint Committee on Cancer 8th edition; BWH, the Brigham and Women&#x2019;s Hospital.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Karia</surname> <given-names>PS</given-names>
</name>
<name>
<surname>Han</surname> <given-names>J</given-names>
</name>
<name>
<surname>Schmults</surname> <given-names>CD</given-names>
</name>
</person-group>. <article-title>Cutaneous Squamous Cell Carcinoma: Estimated Incidence of Disease, Nodal Metastasis, and Deaths From Disease in the United States, 2012</article-title>. <source>JAAD</source> (<year>2013</year>) <volume>68</volume>(<issue>6</issue>):<page-range>957&#x2013;66</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jaad.2012.11.037</pub-id>
</citation>
</ref>
<ref id="B2">
<label>2</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Umezono</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Sato</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Noto</surname> <given-names>M</given-names>
</name>
<name>
<surname>Yamada</surname> <given-names>K</given-names>
</name>
<name>
<surname>Noguchi</surname> <given-names>N</given-names>
</name>
<name>
<surname>Hasunuma</surname> <given-names>N</given-names>
</name>
<etal/>
</person-group>. <article-title>Incidence Rate of Cutaneous Squamous Cell Carcinoma Is Rapidly Increasing in Akita Prefecture: Urgent Alert for Super-Aged Society</article-title>. <source>J Dermatol</source> (<year>2019</year>) <volume>46</volume>(<issue>3</issue>):<page-range>259&#x2013;62</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/1346-8138.14759</pub-id>
</citation>
</ref>
<ref id="B3">
<label>3</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fitzmaurice</surname> <given-names>C</given-names>
</name>
<name>
<surname>Abate</surname> <given-names>D</given-names>
</name>
<name>
<surname>Abbasi</surname> <given-names>N</given-names>
</name>
<name>
<surname>Abbastabar</surname> <given-names>H</given-names>
</name>
<name>
<surname>Abd-Allah</surname> <given-names>F</given-names>
</name>
<name>
<surname>Abdel-Rahman</surname> <given-names>O</given-names>
</name>
<etal/>
</person-group>. <article-title>lobal, Regional, and National Cancer Incidence, Mortality, Years of Life Lost, Years Lived With Disability, and Disability-Adjusted Life-Years for 29 Cancer Groups, 1990 to 2017: A Systematic Analysis for the Global Burden of Disease Study</article-title>. <source>JAMA Oncol</source> (<year>2019</year>) <volume>5</volume>(<issue>12</issue>):<page-range>1749&#x2013;68</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1001/jamaoncol.2019.2996</pub-id>
</citation>
</ref>
<ref id="B4">
<label>4</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Waldman</surname> <given-names>A</given-names>
</name>
<name>
<surname>Schmults</surname> <given-names>C</given-names>
</name>
</person-group>. <article-title>Cutaneous Squamous Cell Carcinoma</article-title>. <source>Hematol Oncol Clin North Am</source> (<year>2019</year>) <volume>33</volume>(<issue>1</issue>):<fpage>1</fpage>&#x2013;<lpage>12</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.hoc.2018.08.001</pub-id>
</citation>
</ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Armstrong</surname> <given-names>BK</given-names>
</name>
<name>
<surname>Kricker</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>The Epidemiology of UV Induced Skin Cancer</article-title>. <source>J Photochem Photobiol B Biol</source> (<year>2001</year>) <volume>63</volume>(<issue>1-3</issue>):<fpage>8</fpage>&#x2013;<lpage>18</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S1011-1344(01)00198-1</pub-id>
</citation>
</ref>
<ref id="B6">
<label>6</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>English</surname> <given-names>DR</given-names>
</name>
<name>
<surname>Armstrong</surname> <given-names>BK</given-names>
</name>
<name>
<surname>Kricker</surname> <given-names>A</given-names>
</name>
<name>
<surname>Winter</surname> <given-names>MG</given-names>
</name>
<name>
<surname>Heenan</surname> <given-names>PJ</given-names>
</name>
<name>
<surname>Randell</surname> <given-names>PL</given-names>
</name>
</person-group>. <article-title>Demographic Characteristics, Pigmentary and Cutaneous Risk Factors for Squamous Cell Carcinoma of the Skin: A Case-Control Study</article-title>. <source>Int J Cancer</source> (<year>1998</year>) <volume>76</volume>(<issue>5</issue>):<page-range>628&#x2013;34</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/(SICI)1097-0215(19980529)76:5&lt;628::AID-IJC3&gt;3.0.CO;2-S</pub-id>
</citation>
</ref>
<ref id="B7">
<label>7</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mourouzis</surname> <given-names>C</given-names>
</name>
<name>
<surname>Boynton</surname> <given-names>A</given-names>
</name>
<name>
<surname>Grant</surname> <given-names>J</given-names>
</name>
<name>
<surname>Umar</surname> <given-names>T</given-names>
</name>
<name>
<surname>Wilson</surname> <given-names>A</given-names>
</name>
<name>
<surname>Macpheson</surname> <given-names>D</given-names>
</name>
<etal/>
</person-group>. <article-title>Cutaneous Head and Neck SCCs and Risk of Nodal Metastasis - UK Experience</article-title>. <source>J Craniomaxillofac Surg</source> (<year>2009</year>) <volume>37</volume>(<issue>8</issue>):<page-range>443&#x2013;7</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jcms.2009.07.007</pub-id>
</citation>
</ref>
<ref id="B8">
<label>8</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Haisma</surname> <given-names>MS</given-names>
</name>
<name>
<surname>Plaat</surname> <given-names>BEC</given-names>
</name>
<name>
<surname>Bijl</surname> <given-names>HP</given-names>
</name>
<name>
<surname>Roodenburg</surname> <given-names>JLN</given-names>
</name>
<name>
<surname>Diercks</surname> <given-names>GFH</given-names>
</name>
<name>
<surname>Romeijn</surname> <given-names>TR</given-names>
</name>
<etal/>
</person-group>. <article-title>Multivariate Analysis of Potential Risk Factors for Lymph Node Metastasis in Patients With Cutaneous Squamous Cell Carcinoma of the Head and Neck</article-title>. <source>JAAD</source> (<year>2016</year>) <volume>75</volume>(<issue>4</issue>):<page-range>722&#x2013;30</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jaad.2016.06.010</pub-id>
</citation>
</ref>
<ref id="B9">
<label>9</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Leus</surname> <given-names>AJG</given-names>
</name>
<name>
<surname>Haisma</surname> <given-names>MS</given-names>
</name>
<name>
<surname>Terra</surname> <given-names>JB</given-names>
</name>
<name>
<surname>Diercks</surname> <given-names>GFH</given-names>
</name>
<name>
<surname>Van Kester</surname> <given-names>MS</given-names>
</name>
<name>
<surname>Halmos</surname> <given-names>GB</given-names>
</name>
<etal/>
</person-group>. <article-title>Age-Related Differences in Tumour Characteristics and Prognostic Factors for Disease Progression in Cutaneous Squamous Cell Carcinoma of the Head and Neck</article-title>. <source>Acta Derm Venereol</source> (<year>2022</year>) <volume>102</volume>:<fpage>adv00652</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.2340/actadv.v101.347</pub-id>
</citation>
</ref>
<ref id="B10">
<label>10</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Thompson</surname> <given-names>AK</given-names>
</name>
<name>
<surname>Kelley</surname> <given-names>BF</given-names>
</name>
<name>
<surname>Prokop</surname> <given-names>LJ</given-names>
</name>
<name>
<surname>Murad</surname> <given-names>MH</given-names>
</name>
<name>
<surname>Baum</surname> <given-names>CL</given-names>
</name>
</person-group>. <article-title>Risk Factors for Cutaneous Squamous Cell Carcinoma Outcomes: A Systematic Review and Meta-Analysis</article-title>. <source>JAMA Dermatol</source> (<year>2016</year>) <volume>152</volume>(<issue>4</issue>):<page-range>419&#x2013;28</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1001/jamadermatol.2015.4994</pub-id>
</citation>
</ref>
<ref id="B11">
<label>11</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Szewczyk</surname> <given-names>M</given-names>
</name>
<name>
<surname>Pazdrowski</surname> <given-names>J</given-names>
</name>
<name>
<surname>Golusi&#x144;ski</surname> <given-names>P</given-names>
</name>
<name>
<surname>Da&#x144;czak-Pazdrowska</surname> <given-names>A</given-names>
</name>
<name>
<surname>Marsza&#x142;ek</surname> <given-names>S</given-names>
</name>
<name>
<surname>Golusi&#x144;ski</surname> <given-names>W</given-names>
</name>
</person-group>. <article-title>Analysis of Selected Risk Factors for Nodal Metastases in Head and Neck Cutaneous Squamous Cell Carcinoma</article-title>. <source>Eur Arch Otorhinolaryngol</source> (<year>2015</year>) <volume>272</volume>(<issue>10</issue>):<page-range>3007&#x2013;12</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00405-014-3261-6</pub-id>
</citation>
</ref>
<ref id="B12">
<label>12</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sahovaler</surname> <given-names>A</given-names>
</name>
<name>
<surname>Krishnan</surname> <given-names>RJ</given-names>
</name>
<name>
<surname>Yeh</surname> <given-names>DH</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Palma</surname> <given-names>D</given-names>
</name>
<name>
<surname>Fung</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>Outcomes of Cutaneous Squamous Cell Carcinoma in the Head and Neck Region With Regional Lymph Node Metastasis: A Systematic Review and Meta-Analysis</article-title>. <source>OTOL</source> (<year>2019</year>) <volume>145</volume>(<issue>4</issue>):<page-range>352&#x2013;60</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1001/jamaoto.2018.4515</pub-id>
</citation>
</ref>
<ref id="B13">
<label>13</label>
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Schmults</surname> <given-names>CD</given-names>
</name>
<name>
<surname>Blitzblau</surname> <given-names>R</given-names>
</name>
<name>
<surname>Aasi</surname> <given-names>SZ</given-names>
</name>
<name>
<surname>Alam</surname> <given-names>M</given-names>
</name>
<name>
<surname>Andersen</surname> <given-names>JS</given-names>
</name>
<name>
<surname>Bordeaux</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <source>NCCN Clinical Practice Guidelines in Oncology (NCCN Guidelines), Squamous Cell Skin Cancer. Version 1.2020</source>. (<year>2020</year>). <publisher-name>NCCN</publisher-name> <uri xlink:href="https://www.nccn.org/guidelines/category">https://www.nccn.org/guidelines/category</uri>
</citation>
</ref>
<ref id="B14">
<label>14</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Stratigos</surname> <given-names>AJ</given-names>
</name>
<name>
<surname>Garbe</surname> <given-names>C</given-names>
</name>
<name>
<surname>Dessinioti</surname> <given-names>C</given-names>
</name>
<name>
<surname>Lebbe</surname> <given-names>C</given-names>
</name>
<name>
<surname>Bataille</surname> <given-names>V</given-names>
</name>
<name>
<surname>Bastholt</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>European Interdisciplinary Guideline on Invasive Squamous Cell Carcinoma of the Skin: Part 2. Treatment</article-title>. <source>Eur J Cancer</source> (<year>2020</year>) <volume>128</volume>:<fpage>83</fpage>&#x2013;<lpage>102</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ejca.2020.01.008</pub-id>
</citation>
</ref>
<ref id="B15">
<label>15</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vauterin</surname> <given-names>TJ</given-names>
</name>
<name>
<surname>Veness</surname> <given-names>MJ</given-names>
</name>
<name>
<surname>Morgan</surname> <given-names>GJ</given-names>
</name>
<name>
<surname>Poulsen</surname> <given-names>MG</given-names>
</name>
<name>
<surname>O&#x2019;Brien</surname> <given-names>CJ</given-names>
</name>
</person-group>. <article-title>Patterns of Lymph Node Spread of Cutaneous Squamous Cell Carcinoma of the Head and Neck</article-title>. <source>Head Neck</source> (<year>2006</year>) <volume>28</volume>(<issue>9</issue>):<page-range>785&#x2013;91</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/hed.20417</pub-id>
</citation>
</ref>
<ref id="B16">
<label>16</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ebrahimi</surname> <given-names>A</given-names>
</name>
<name>
<surname>Moncrieff</surname> <given-names>MD</given-names>
</name>
<name>
<surname>Clark</surname> <given-names>JR</given-names>
</name>
<name>
<surname>Shannon</surname> <given-names>KF</given-names>
</name>
<name>
<surname>Gao</surname> <given-names>K</given-names>
</name>
<name>
<surname>Milross</surname> <given-names>CG</given-names>
</name>
<etal/>
</person-group>. <article-title>Predicting the Pattern of Regional Metastases From Cutaneous Squamous Cell Carcinoma of the Head and Neck Based on Location of the Primary</article-title>. <source>Head Neck</source> (<year>2010</year>) <volume>32</volume>(<issue>10</issue>):<page-range>1288&#x2013;94</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/hed.21332</pub-id>
</citation>
</ref>
<ref id="B17">
<label>17</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>de Vries</surname> <given-names>J</given-names>
</name>
<name>
<surname>Heirman</surname> <given-names>AN</given-names>
</name>
<name>
<surname>Bras</surname> <given-names>L</given-names>
</name>
<name>
<surname>Plaat</surname> <given-names>BEC</given-names>
</name>
<name>
<surname>R&#xe1;cz</surname> <given-names>E</given-names>
</name>
<name>
<surname>van Kester</surname> <given-names>MS</given-names>
</name>
<etal/>
</person-group>. <article-title>Geriatric Assessment of Patients Treated for Cutaneous Head and Neck Malignancies in a Tertiary Referral Center: Predictors of Postoperative Complications</article-title>. <source>Eur J Surg Oncol</source> (<year>2020</year>) <volume>46</volume>(<issue>1</issue>):<page-range>123&#x2013;30</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ejso.2019.08.008</pub-id>
</citation>
</ref>
<ref id="B18">
<label>18</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Peters</surname> <given-names>TTA</given-names>
</name>
<name>
<surname>van Dijk</surname> <given-names>BAC</given-names>
</name>
<name>
<surname>Roodenburg</surname> <given-names>JLN</given-names>
</name>
<name>
<surname>van der Laan</surname> <given-names>BFAM</given-names>
</name>
<name>
<surname>Halmos</surname> <given-names>GB</given-names>
</name>
</person-group>. <article-title>Relation Between Age, Comorbidity, and Complications in Patients Undergoing Major Surgery for Head and Neck Cancer</article-title>. <source>Ann Surg Oncol</source> (<year>2014</year>) <volume>21</volume>(<issue>3</issue>):<page-range>963&#x2013;70</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1245/s10434-013-3375-x</pub-id>
</citation>
</ref>
<ref id="B19">
<label>19</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ca&#xf1;ueto</surname> <given-names>J</given-names>
</name>
<name>
<surname>Burguillo</surname> <given-names>J</given-names>
</name>
<name>
<surname>Moyano-Bueno</surname> <given-names>D</given-names>
</name>
<name>
<surname>Vi&#xf1;olas-Cuadros</surname> <given-names>A</given-names>
</name>
<name>
<surname>Conde-Ferreir&#xf3;s</surname> <given-names>A</given-names>
</name>
<name>
<surname>Corchete-S&#xe1;nchez</surname> <given-names>LA</given-names>
</name>
<etal/>
</person-group>. <article-title>Comparing the Eighth and the Seventh Editions of the American Joint Committee on Cancer Staging System and the Brigham and Women&#x2019;s Hospital Alternative Staging System for Cutaneous Squamous Cell Carcinoma: Implications for Clinical Practice</article-title>. <source>JAAD</source> (<year>2019</year>) <volume>80</volume>(<issue>1</issue>):<fpage>106</fpage>&#x2013;<lpage>113.e2</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jaad.2018.06.060</pub-id>
</citation>
</ref>
<ref id="B20">
<label>20</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bras</surname> <given-names>L</given-names>
</name>
<name>
<surname>Driessen</surname> <given-names>DAJJ</given-names>
</name>
<name>
<surname>de Vries</surname> <given-names>J</given-names>
</name>
<name>
<surname>Festen</surname> <given-names>S</given-names>
</name>
<name>
<surname>van derLaan</surname> <given-names>BFAM</given-names>
</name>
<name>
<surname>van Leeuwen</surname> <given-names>BL</given-names>
</name>
<etal/>
</person-group>. <article-title>Patients With Head and Neck Cancer: Are They Frailer Than Patients With Other Solid Malignancies</article-title>? <source>Eur J Cancer Care (Engl)</source> (<year>2020</year>) <volume>29</volume>(<issue>1</issue>):<elocation-id>e13170</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/ecc.13170</pub-id>
</citation>
</ref>
<ref id="B21">
<label>21</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>D&#x2019;Souza</surname> <given-names>J</given-names>
</name>
<name>
<surname>Clark</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>Management of the Neck in Metastatic Cutaneous Squamous Cell Carcinoma of the Head and Neck</article-title>. <source>Curr Opin Otolaryngol Head Neck Surg</source> (<year>2011</year>) <volume>19</volume>(<issue>2</issue>):<fpage>99</fpage>&#x2013;<lpage>105</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1097/MOO.0b013e328343e811</pub-id>
</citation>
</ref>
<ref id="B22">
<label>22</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Leus</surname> <given-names>AJG</given-names>
</name>
<name>
<surname>van Dijk</surname> <given-names>BAC</given-names>
</name>
<name>
<surname>Postmus</surname> <given-names>D</given-names>
</name>
<name>
<surname>Plaat</surname> <given-names>BEC</given-names>
</name>
<name>
<surname>Halmos</surname> <given-names>GB</given-names>
</name>
<name>
<surname>Diercks</surname> <given-names>GFH</given-names>
</name>
<etal/>
</person-group>. <article-title>Prediction of Poor Outcome for Cutaneous Squamous Cell Carcinoma of the Head and Neck Comparing Classification Systems: A Competing Risk Analysis</article-title>. <source>J Invest Dermatol</source> (<year>2022</year>). doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jid.2022.02.015</pub-id>
</citation>
</ref>
<ref id="B23">
<label>23</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ruiz</surname> <given-names>ES</given-names>
</name>
<name>
<surname>Karia</surname> <given-names>PS</given-names>
</name>
<name>
<surname>Besaw</surname> <given-names>R</given-names>
</name>
<name>
<surname>Schmults</surname> <given-names>CD</given-names>
</name>
</person-group>. <article-title>Performance of the American Joint Committee on Cancer Staging Manual, 8th Edition vs the Brigham and Women&#x2019;s Hospital Tumor Classification System for Cutaneous Squamous Cell Carcinoma</article-title>. <source>JAMA Dermatol</source> (<year>2019</year>) <volume>155</volume>(<issue>7</issue>):<page-range>819&#x2013;25</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1001/jamadermatol.2019.0032</pub-id>
</citation>
</ref>
<ref id="B24">
<label>24</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>O&#x2019;Brien</surname> <given-names>CJ</given-names>
</name>
<name>
<surname>McNeil</surname> <given-names>EB</given-names>
</name>
<name>
<surname>McMahon</surname> <given-names>JD</given-names>
</name>
<name>
<surname>Pathak</surname> <given-names>I</given-names>
</name>
<name>
<surname>Lauer</surname> <given-names>CS</given-names>
</name>
<name>
<surname>Jackson</surname> <given-names>MA</given-names>
</name>
</person-group>. <article-title>Significance of Clinical Stage, Extent of Surgery, and Pathologic Findings in Metastatic Cutaneous Squamous Carcinoma of the Parotid Gland</article-title>. <source>Head Neck</source> (<year>2002</year>) <volume>24</volume>(<issue>5</issue>):<page-range>417&#x2013;22</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/hed.10063</pub-id>
</citation>
</ref>
<ref id="B25">
<label>25</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Grammatica</surname> <given-names>A</given-names>
</name>
<name>
<surname>Tomasoni</surname> <given-names>M</given-names>
</name>
<name>
<surname>Fior</surname> <given-names>M</given-names>
</name>
<name>
<surname>Ulaj</surname> <given-names>E</given-names>
</name>
<name>
<surname>Gualtieri</surname> <given-names>T</given-names>
</name>
<name>
<surname>Bossi</surname> <given-names>P</given-names>
</name>
<etal/>
</person-group>. <article-title>Regional Disease in Head and Neck Cutaneous Squamous Cell Carcinoma: The Role of Primary Tumor Characteristics and Number of Nodal Metastases</article-title>. <source>Eur Arch Otorhinolaryngol</source> (<year>2022</year>) <volume>279</volume>(<issue>3</issue>):<page-range>1573&#x2013;84</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00405-021-06944-w</pub-id>
</citation>
</ref>
<ref id="B26">
<label>26</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hirshoren</surname> <given-names>N</given-names>
</name>
<name>
<surname>Danne</surname> <given-names>J</given-names>
</name>
<name>
<surname>Dixon</surname> <given-names>BJ</given-names>
</name>
<name>
<surname>Magarey</surname> <given-names>M</given-names>
</name>
<name>
<surname>Kleid</surname> <given-names>S</given-names>
</name>
<name>
<surname>Webb</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Prognostic Markers in Metastatic Cutaneous Squamous Cell Carcinoma of the Head and Neck</article-title>. <source>Head Neck</source> (<year>2017</year>) <volume>39</volume>(<issue>4</issue>):<page-range>772&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/hed.24683</pub-id>
</citation>
</ref>
<ref id="B27">
<label>27</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mizrachi</surname> <given-names>A</given-names>
</name>
<name>
<surname>Hadar</surname> <given-names>T</given-names>
</name>
<name>
<surname>Rabinovics</surname> <given-names>N</given-names>
</name>
<name>
<surname>Shpitzer</surname> <given-names>T</given-names>
</name>
<name>
<surname>Guttman</surname> <given-names>D</given-names>
</name>
<name>
<surname>Feinmesser</surname> <given-names>R</given-names>
</name>
<etal/>
</person-group>. <article-title>Prognostic Significance of Nodal Ratio in Cutaneous Squamous Cell Carcinoma of the Head and Neck</article-title>. <source>Eur Arch Otorhinolaryngol</source> (<year>2013</year>) <volume>270</volume>(<issue>2</issue>):<page-range>647&#x2013;53</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00405-012-2050-3</pub-id>
</citation>
</ref>
<ref id="B28">
<label>28</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tseros</surname> <given-names>EA</given-names>
</name>
<name>
<surname>Gebski</surname> <given-names>V</given-names>
</name>
<name>
<surname>Morgan</surname> <given-names>GJ</given-names>
</name>
<name>
<surname>Veness</surname> <given-names>MJ</given-names>
</name>
</person-group>. <article-title>Prognostic Significance of Lymph Node Ratio in Metastatic Cutaneous Squamous Cell Carcinoma of the Head and Neck</article-title>. <source>Ann Surg Oncol</source> (<year>2016</year>) <volume>23</volume>(<issue>5</issue>):<page-range>1693&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1245/s10434-015-5070-6</pub-id>
</citation>
</ref>
<ref id="B29">
<label>29</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vasan</surname> <given-names>K</given-names>
</name>
<name>
<surname>Low</surname> <given-names>TH</given-names>
</name>
<name>
<surname>Gupta</surname> <given-names>R</given-names>
</name>
<name>
<surname>Ashford</surname> <given-names>B</given-names>
</name>
<name>
<surname>Asher</surname> <given-names>R</given-names>
</name>
<name>
<surname>Gao</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>Lymph Node Ratio as a Prognostic Factor in Metastatic Cutaneous Head and Neck Squamous Cell Carcinoma</article-title>. <source>Head Neck</source> (<year>2018</year>) <volume>40</volume>(<issue>5</issue>):<page-range>993&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/hed.25066</pub-id>
</citation>
</ref>
<ref id="B30">
<label>30</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ebrahimi</surname> <given-names>A</given-names>
</name>
<name>
<surname>Clark</surname> <given-names>JR</given-names>
</name>
<name>
<surname>Ahmadi</surname> <given-names>N</given-names>
</name>
<name>
<surname>Palme</surname> <given-names>CE</given-names>
</name>
<name>
<surname>Morgan</surname> <given-names>GJ</given-names>
</name>
<name>
<surname>Veness</surname> <given-names>MJ</given-names>
</name>
</person-group>. <article-title>Prognostic Significance of Disease-Free Interval in Head and Neck Cutaneous Squamous Cell Carcinoma With Nodal Metastases</article-title>. <source>Head Neck</source> (<year>2013</year>) <volume>35</volume>(<issue>8</issue>):<page-range>1138&#x2013;43</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/hed.23096</pub-id>
</citation>
</ref>
<ref id="B31">
<label>31</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>McLean</surname> <given-names>T</given-names>
</name>
<name>
<surname>Brunner</surname> <given-names>M</given-names>
</name>
<name>
<surname>Ebrahimi</surname> <given-names>A</given-names>
</name>
<name>
<surname>Gao</surname> <given-names>K</given-names>
</name>
<name>
<surname>Ch'ng</surname> <given-names>S</given-names>
</name>
<name>
<surname>Veness</surname> <given-names>MJ</given-names>
</name>
<etal/>
</person-group>. <article-title>Concurrent Primary and Metastatic Cutaneous Head and Neck Squamous Cell Carcinoma: Analysis of Prognostic Factors</article-title>. <source>Head Neck</source> (<year>2013</year>) <volume>35</volume>(<issue>8</issue>):<page-range>1144&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/hed.23102</pub-id>
</citation>
</ref>
<ref id="B32">
<label>32</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname> <given-names>JM</given-names>
</name>
<name>
<surname>Joo</surname> <given-names>JW</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>SH</given-names>
</name>
<name>
<surname>Choi</surname> <given-names>JY</given-names>
</name>
<name>
<surname>Moon</surname> <given-names>IS</given-names>
</name>
</person-group>. <article-title>Evidence Based Tailored Parotidectomy in Treating External Auditory Canal Carcinoma</article-title>. <source>Sci Rep</source> (<year>2018</year>) <volume>8</volume>(<issue>1</issue>):<fpage>12112</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41598-018-30536-0</pub-id>
</citation>
</ref>
<ref id="B33">
<label>33</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tan</surname> <given-names>P</given-names>
</name>
<name>
<surname>Ek</surname> <given-names>E</given-names>
</name>
<name>
<surname>Su</surname> <given-names>S</given-names>
</name>
<name>
<surname>Giorlando</surname> <given-names>F</given-names>
</name>
<name>
<surname>Dieu</surname> <given-names>T</given-names>
</name>
</person-group>. <article-title>Incomplete Excision of Squamous Cell Carcinoma of the Skin: A Prospective Observational Study</article-title>. <source>Plast Reconstr Surg</source> (<year>2007</year>) <volume>120</volume>(<issue>4</issue>):<page-range>910&#x2013;6</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1097/01.prs.0000277655.89728.9f</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>