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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.2024.1378251</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>Nomogram to predict prognosis of head and neck rhabdomyosarcoma patients in children and adolescents</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Wu</surname>
<given-names>Jinwen</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2600285"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zeng</surname>
<given-names>Qi</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/2682853"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Ultrasound, The First Affiliated Hospital of Gannan Medical University</institution>, <addr-line>Ganzhou, Jiangxi</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Gannan Medical University</institution>, <addr-line>Ganzhou, Jiangxi</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Alessandro De Vita, Scientific Institute of Romagna for the Study and Treatment of Tumors (IRCCS), Italy</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Silvia Vanni, IRST, Italy</p>
<p>Federica Recine, Azienda Ospedaliera San Giovanni Addolorata, Italy</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Qi Zeng, <email xlink:href="mailto:gyfycszq@163.com">gyfycszq@163.com</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>25</day>
<month>03</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>14</volume>
<elocation-id>1378251</elocation-id>
<history>
<date date-type="received">
<day>29</day>
<month>01</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>06</day>
<month>03</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Wu and Zeng</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Wu and Zeng</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>Purpose</title>
<p>This study aims to explore the prognostic factors of head and neck rhabdomyosarcoma (HNRMS) in children and adolescents and construct a simple but reliable nomogram model for estimating overall survival (OS) of patients.</p>
</sec>
<sec>
<title>Methods</title>
<p>Data of all HNRMS patients during 2004&#x2013;2018 were identified from the Surveillance, Epidemiology, and End Result database. Kaplan&#x2013;Meier method was performed to calculate OS stratified by subgroups and comparison between subgroups was completed by log-rank test. Univariate and multivariate Cox regressions analysis were employed for identifying independent predictors, which subsequently were used for a predictive model by R software, and the efficacy of the model was evaluated by applying receiver operating curve (ROC), calibration and decision curve analysis (DCA).</p>
</sec>
<sec>
<title>Results</title>
<p>A total of 446 patients were included in the study. The 1-, 3-, and 5-year OS rate of the whole cohort was 90.6%, 80.0%, and 75.5%, respectively. The results of univariate and multivariate Cox regression analysis indicated that the primary site in parameningeal region, alveolar RMS histology, M1 stage, IRS stage 4, surgery, and chemotherapy were significant prognostic factors (all <italic>P</italic>&lt;0.05). The performance of nomogram model was validated by discrimination and calibration, with AUC values of 1, 3, and 5 years OS of 0.843, 0.851, and 0.890, respectively.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>We constructed a prognostic nomogram model for predicting the OS in HNRMS patients in children and adolescents and this model presented practical and applicable clinical value to predict survival when choosing treatment strategies.</p>
</sec>
</abstract>
<abstract abstract-type="graphical">
<title>Graphical Abstract</title>
<p>
<graphic xlink:href="fonc-14-1378251-g006.tif" position="anchor"/>
</p>
</abstract>
<kwd-group>
<kwd>rhabdomyosarcoma</kwd>
<kwd>head and neck</kwd>
<kwd>prognostic survival analysis</kwd>
<kwd>nomogram</kwd>
<kwd>SEER</kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="49"/>
<page-count count="10"/>
<word-count count="3351"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Head and Neck Cancer</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Rhabdomyosarcoma (RMS) is a rare but aggressive malignant tumor originating from the embryonic mesenchyme of the rhabdomyosarcoma tissue (<xref ref-type="bibr" rid="B1">1</xref>) and is the most common soft tissue sarcoma (STS) in children and adolescents (<xref ref-type="bibr" rid="B2">2</xref>), accounting for about 4%&#x2013;5% of cancers in the pediatric population (<xref ref-type="bibr" rid="B3">3</xref>). Although RMS can occur anywhere in the body, 40% of primary lesions originate in the head and neck region that can be further classified as the orbital RMS (OR), parameningeal RMS (PR) and non-orbital-parameningeal RMS (NOPR) (<xref ref-type="bibr" rid="B4">4</xref>&#x2013;<xref ref-type="bibr" rid="B6">6</xref>). RMS is characterized by unclear prognostic factors and poor survival, it is reported that high-risk RMS and recurrent disease have 5-year survival rates of lessen 30% and 17%, respectively (<xref ref-type="bibr" rid="B7">7</xref>). However, the overall survival (OS) rate of patients has been increased through better staging, risk grouping, improved localized treatments, and better supportive care after The Intergroup Rhabdomyosarcoma Study (IRS) was established in the United States in 1972 (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>). The treatment method of RMS is multimodal, involves multi-agent systemic chemotherapy, along with surgical resection of the tumor with or without addition of the radiation therapy for control of local lesion (<xref ref-type="bibr" rid="B10">10</xref>). The identification of prognostic factors for RMS may help with optimizing treatment protocols.</p>
<p>A nomogram is a graphical tool for displaying the predicted value of individual survival based on significant variables produced by multivariate regression analysis briefly and intuitively (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>); currently, it has been widely used in disease prediction of malignant tumors such as laryngeal carcinoma and lung cancer etc (<xref ref-type="bibr" rid="B13">13</xref>&#x2013;<xref ref-type="bibr" rid="B15">15</xref>). There are also some nomograms that have been constructed and proven to be beneficial in the management of RMS (<xref ref-type="bibr" rid="B16">16</xref>&#x2013;<xref ref-type="bibr" rid="B18">18</xref>), and they present obvious advantages such as improved predictive accuracy, robustness, and usability, all of which increase their potentials in clinical practices. As a result, nomograms have been proposed as alternative methods, or perhaps new standard, to guide the management of cancer patients (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B20">20</xref>). However, there is still a lack of nomogram model to predict the survival probability of head and neck rhabdomyosarcoma (HNRMS) patients in children and adolescents, which may be attributed to limited cases reports and small case studies in each single institution.</p>
<p>In this study, we analyzed the demographic, clinical characteristics and treatment strategies for predicting OS of HNRMS patients in children and adolescence by using population-based data recorded in the Surveillance, Epidemiology, and End Results (SEER), with the purpose of providing clinicians and patients with a simple but effective clinical tool to predict survival.</p>
</sec>
<sec id="s2">
<title>Patients and methods</title>
<sec id="s2_1">
<title>Data collection</title>
<p>SEER-State software (version 8.4.2; <ext-link ext-link-type="uri" xlink:href="http://seer.cancer.gov">http://seer.cancer.gov</ext-link>) was used to download RMS data from SEER database. Inclusion criteria were as follows: (1) primary tumor location in head and neck (anatomical codes: C00.0-C14.0, C 44.1-C44.4, C49.0, C69.0-C72.0); (2) year of diagnosis from 2004 to 2018; (3) age at diagnosis under 18 years old (4) histologic types were RMS (ICD-O-3 codes: 8900/3, 8901/3, 8902/3, 8910/3, 8912/3, 8920/3, and 8921/3). Exclusion criteria were listed as follows: (1) diagnosis made by autopsy or death certificate rather than pathohistological biopsy; (2) incomplete or unknown survival information. The original data for this study were obtained from publicly available database, and the present study complies with the principles of the Declaration of Helsinki. As such, this study was exempt from ethics review by the ethics committee.</p>
</sec>
<sec id="s2_2">
<title>Variable definitions and end point</title>
<p>Variable definitions and information extracted from SEER database included patient ID, gender, age at diagnosis, primary sites, histology, TNM stage, tumor size, surgery, radiotherapy, and chemotherapy. Tumor primary site was classified into OR, PR, and NOPR; PR includes nasopharynx, nasal cavity, parapharyngeal region, sinuses, pterygopalatine fossa, middle ear, and mastoid process, while NOPR mainly consists of tongue, palate, and all other head and neck regions except obtial region (<xref ref-type="bibr" rid="B21">21</xref>). Histological types were classified into embryonal, alveolar, and other types. Tumor size was classified as &#x2264;5 cm and &gt;5&#xa0;cm. RMS staging was based on the pre-treatment IRS staging system, which was shown in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>. OS was defined as the number of survival months that HNRMS patients to death from any cause at the end of follow-up, and the end point event was standardized by death from any cause, if not, censored was recorded.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>IRS staging system of rhabdomyosarcoma patients before treatment.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">IRS stage</th>
<th valign="top" align="left">Primary site</th>
<th valign="top" align="left">T stage</th>
<th valign="top" align="left">Size(cm)</th>
<th valign="top" align="left">N stage</th>
<th valign="top" align="left">M stage</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">A</td>
<td valign="top" align="left">T1 or T2</td>
<td valign="top" align="left">&#x2264;5 or &gt;5</td>
<td valign="top" align="left">N0, N1</td>
<td valign="top" align="left">M0</td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">B</td>
<td valign="top" align="left">T1 or T2</td>
<td valign="top" align="left">&#x2264;5</td>
<td valign="top" align="left">N0</td>
<td valign="top" align="left">M0</td>
</tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left">B</td>
<td valign="top" align="left">T1 or T2</td>
<td valign="top" align="left">&#x2264;5 or &gt;5</td>
<td valign="top" align="left">N0, N1</td>
<td valign="top" align="left">M0</td>
</tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="left">A or B</td>
<td valign="top" align="left">T1 or T2</td>
<td valign="top" align="left">&#x2264;5 or &gt;5</td>
<td valign="top" align="left">N0</td>
<td valign="top" align="left">M1</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>A refers to primary site in head and neck with favorable prognosis (OR or NOPR) and B refers to unfavorable prognosis (PR). T stage includes T1 and T2, T1: tumor was confined to primary organs or tissues; T2: tumor involves contiguous organs or structures. N stage includes N0 and N1, N0: no clinical or radiographic evidence of involvement of regional lymph nodes; N1: clinical or radiographic evidence of regional lymph node involvement. M stage includes M0 and M1, M0: no distant metastases on clinical, radiographic, or bone marrow assessment, M1: evidence of distant metastasis.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s2_3">
<title>Statistical analysis</title>
<p>Statistical analysis and graphs were finished by the R software (version 4.1.3; <ext-link ext-link-type="uri" xlink:href="http://www.rproject.org">http://www.rproject.org</ext-link>). Continuous variables were expressed as median with interquartile range, while categorical variables were expressed as number (percentage). Variables selected by SEER database were preliminarily analyzed by univariate Cox regression, and variables with <italic>P</italic> &lt; 0.05 were incorporated into multivariate Cox regression for identifying independent prognostic factors. The Kaplan&#x2013;Meier method was performed to compare the OS. A nomogram prediction model was constructed based on by the results of multivariate Cox regression analysis to predict 1-, 3-, and 5-year OS of HNRMS in children and adolescents. The Bootstrap 1000 resampling method was used for calibration analysis of the nomogram. The discrimination ability was evaluated by receiver operating characteristic (ROC) with area under the curve (AUC), and the consistency was evaluated by calibration curves. Decision curve analysis (DCA) was used for evaluating clinical feasibility. The <italic>P</italic> &lt; 0.05 was considered as statistical significance.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Demographic and clinical characteristics of patients</title>
<p>According to the inclusion and exclusion criteria, 446 patients with HNRMS in children and adolescents were identified between 2004 and 2018 from the SEER database. Tumor primary site were OR in 110 cases (24.6%), PR in 82 cases (18.4%), and NOPR in 254 cases (57.0%). The embryonal was the most common histological type accounting for 65.9%, followed by the alveolar (22.7%), and other types (11.4%). As for the RMS staging:T1 (23.8%) and T2 (38.3%); N0 (60.8%) and N1(10.1%); M0 (59.9%) and M1 (14.3%); 53.1% of tumor size was less than 5&#xa0;cm and 29.4% of which was more than 5&#xa0;cm; patients were 309 cases (69.3%) in IRS stage 1, 66 cases (14.8%) in stage 4. In terms of treatment, the majority of patients received surgical treatment (94.4%) and more than half of patients received chemotherapy (64.8%), while less than half of patients received radiotherapy (26.0%). The demographics and clinical characteristics were shown in <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Patient demographics and clinical characteristics.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Characteristics</th>
<th valign="top" align="left">Category</th>
<th valign="top" align="left">Number of cases</th>
<th valign="top" align="left">F (%)/M (P25, P75)</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="top" colspan="4" align="left">Gender</th>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">male</td>
<td valign="middle" align="left">238</td>
<td valign="top" align="left">53.4</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">female</td>
<td valign="middle" align="left">208</td>
<td valign="top" align="left">46.6</td>
</tr>
<tr>
<td valign="top" align="left">Age</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">6 (4, 10)</td>
</tr>
<tr>
<th valign="top" colspan="4" align="left">Primary site</th>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">OR</td>
<td valign="middle" align="left">110</td>
<td valign="top" align="left">24.6</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">PR</td>
<td valign="middle" align="left">82</td>
<td valign="top" align="left">18.4</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">NOPR</td>
<td valign="middle" align="left">254</td>
<td valign="top" align="left">57.0</td>
</tr>
<tr>
<th valign="top" colspan="4" align="left">Histology</th>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Embryonal</td>
<td valign="middle" align="left">294</td>
<td valign="top" align="left">65.9</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Alveolar</td>
<td valign="middle" align="left">101</td>
<td valign="top" align="left">22.7</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Other</td>
<td valign="middle" align="left">51</td>
<td valign="top" align="left">11.4</td>
</tr>
<tr>
<th valign="top" colspan="4" align="left">T stage</th>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">T1</td>
<td valign="middle" align="left">106</td>
<td valign="top" align="left">23.8</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">T2</td>
<td valign="middle" align="left">171</td>
<td valign="top" align="left">38.3</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Unknown</td>
<td valign="middle" align="left">169</td>
<td valign="top" align="left">37.9</td>
</tr>
<tr>
<th valign="top" colspan="4" align="left">N stage</th>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">N0</td>
<td valign="middle" align="left">271</td>
<td valign="top" align="left">60.8</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">N1</td>
<td valign="middle" align="left">45</td>
<td valign="top" align="left">10.1</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Unknown</td>
<td valign="middle" align="left">130</td>
<td valign="top" align="left">29.1</td>
</tr>
<tr>
<th valign="top" colspan="4" align="left">M stage</th>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">M0</td>
<td valign="middle" align="left">267</td>
<td valign="top" align="left">59.9</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">M1</td>
<td valign="middle" align="left">64</td>
<td valign="top" align="left">14.3</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Unknown</td>
<td valign="middle" align="left">115</td>
<td valign="top" align="left">25.8</td>
</tr>
<tr>
<th valign="top" colspan="4" align="left">Tumor size (cm)</th>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">&#x2264;5cm</td>
<td valign="middle" align="left">237</td>
<td valign="top" align="left">53.1</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">&gt;5cm</td>
<td valign="middle" align="left">131</td>
<td valign="top" align="left">29.4</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">78</td>
<td valign="top" align="left">17.5</td>
</tr>
<tr>
<td valign="top" align="left">IRS stage</td>
<td valign="top" align="left">1</td>
<td valign="middle" align="left">309</td>
<td valign="middle" align="left">69.3</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">4</td>
<td valign="middle" align="left">66</td>
<td valign="middle" align="left">14.8</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Unknown</td>
<td valign="middle" align="left">71</td>
<td valign="middle" align="left">15.9</td>
</tr>
<tr>
<th valign="top" colspan="4" align="left">Surgery</th>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Yes</td>
<td valign="middle" align="left">421</td>
<td valign="middle" align="left">94.4</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">No/Unknown</td>
<td valign="middle" align="left">25</td>
<td valign="middle" align="left">5.6</td>
</tr>
<tr>
<th valign="top" colspan="4" align="left">Radiotherapy</th>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Yes</td>
<td valign="middle" align="left">116</td>
<td valign="middle" align="left">26.0</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">No/Unknown</td>
<td valign="middle" align="left">330</td>
<td valign="middle" align="left">74.0</td>
</tr>
<tr>
<th valign="top" colspan="4" align="left">Chemotherapy</th>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Yes</td>
<td valign="middle" align="left">289</td>
<td valign="middle" align="left">64.8</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">No/Unknown</td>
<td valign="middle" align="left">157</td>
<td valign="middle" align="left">35.2</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_2">
<title>Survival analysis of different prognosis</title>
<p>The median follow-up time for the entire cohort was 54 months (interquartile range: 22&#x2013;111 months). Less than half of patients (102, 22.8%) died during the follow-up time, and the 1-, 3-, and 5-year OS of patients were 90.6%, 80.0%, and 75.5%, respectively. To identify prognostic factors associated with OS in patients with HNRMS in children and adolescents, we conducted univariate and multivariate Cox regression analysis (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). The results of univariate Cox regression analysis showed that the primary site in PR, alveolar RMS, M1 stage, tumor size more than 5&#xa0;cm, IRS stage 4, surgery, radiotherapy, and chemotherapy were significant prognostic factors for OS (all <italic>P</italic> &lt; 0.05), in which the primary site in PR, alveolar RMS, M1 stage, tumor size more than 5&#xa0;cm as well as IRS stage 4 were associated with poor OS, while performing surgical, radiotherapy and chemotherapy treatment were associate with favorable outcome of OS. The results of multivariate Cox regression analysis showed that primary site in PR, alveolar RMS, M1 stage, IRS stage 4 were independent risk prognostic factors; surgery and chemotherapy were protective prognostic factors for HNRMS patients (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1A&#x2013;H</bold>
</xref>).</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Univariate and multivariate Cox regression analysis of OS in head and neck rhabdomyosarcoma patients among children and adolescents.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="left">Variables</th>
<th valign="middle" rowspan="2" align="left"/>
<th valign="middle" colspan="2" align="center">OS Univariate</th>
<th valign="middle" colspan="2" align="center">OS Multivariate</th>
</tr>
<tr>
<th valign="middle" align="left">HR (95% CI)</th>
<th valign="middle" align="left">
<italic>p</italic>
</th>
<th valign="middle" align="left">HR (95% CI)</th>
<th valign="middle" align="left">
<italic>p</italic>
</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="middle" colspan="6" align="left">Gender</th>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">Male</td>
<td valign="middle" align="left">Reference</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">Female</td>
<td valign="middle" align="left">0.93 (0.59-1.48)</td>
<td valign="middle" align="left">0.765</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Age</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">0.99 (0.94-1.05)</td>
<td valign="middle" align="left">0.82</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<th valign="middle" colspan="6" align="left">Primary site</th>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">OR</td>
<td valign="middle" align="left">Reference</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">Reference</td>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">PR</td>
<td valign="middle" align="left">7.85 (3.24-19.03)</td>
<td valign="middle" align="left">&lt;0.001*</td>
<td valign="middle" align="left">3.32 (1.09-10.13)</td>
<td valign="middle" align="left">0.035*</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NOPR</td>
<td valign="middle" align="left">3.52 (1.49-8.31)</td>
<td valign="middle" align="left">0.004</td>
<td valign="middle" align="left">1.46 (0.57-3.75)</td>
<td valign="middle" align="left">0.427</td>
</tr>
<tr>
<th valign="middle" colspan="6" align="left">Histology</th>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="top" align="left">Embryonal</td>
<td valign="middle" align="left">Reference</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">Reference</td>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="top" align="left">Alveolar</td>
<td valign="middle" align="left">2.67 (1.67-4.28)</td>
<td valign="middle" align="left">0.001*</td>
<td valign="middle" align="left">1.82 (1.10-3.02)</td>
<td valign="middle" align="left">0.020*</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="top" align="left">Other</td>
<td valign="middle" align="left">0.64 (0.23-1.80)</td>
<td valign="middle" align="left">0.398</td>
<td valign="middle" align="left">0.82 (0.46-2.37)</td>
<td valign="middle" align="left">0.715</td>
</tr>
<tr>
<th valign="middle" colspan="6" align="left">T stage</th>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">T1</td>
<td valign="middle" align="left">Reference</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">T2</td>
<td valign="middle" align="left">0.84 (0.46-1.52)</td>
<td valign="middle" align="left">0.565</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">Unknown</td>
<td valign="middle" align="left">1.09 (0.60-1.96)</td>
<td valign="middle" align="left">0.785</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<th valign="middle" colspan="6" align="left">N stage</th>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">N0</td>
<td valign="middle" align="left">Reference</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">N1</td>
<td valign="middle" align="left">0.85 (0.38-1.89)</td>
<td valign="middle" align="left">0.693</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">Unknown</td>
<td valign="middle" align="left">1.24 (0.74-2.09)</td>
<td valign="middle" align="left">0.41</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<th valign="middle" colspan="6" align="left">M stage</th>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">M0</td>
<td valign="middle" align="left">Reference</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">Reference</td>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">M1</td>
<td valign="middle" align="left">8.23 (4.88-13.87)</td>
<td valign="middle" align="left">&lt;0.001*</td>
<td valign="middle" align="left">2.20 (1.03-4.69)</td>
<td valign="middle" align="left">0.041*</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">Unknown</td>
<td valign="middle" align="left">1.78 (0.95-3.34)</td>
<td valign="middle" align="left">0.074</td>
<td valign="middle" align="left">0.89 (0.37-2.14)</td>
<td valign="middle" align="left">0.795</td>
</tr>
<tr>
<th valign="middle" colspan="6" align="left">Tumor size</th>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">&#x2264;5cm</td>
<td valign="middle" align="left">Reference</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">Reference</td>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">&gt;5cm</td>
<td valign="middle" align="left">3.99 (2.36-6.72)</td>
<td valign="middle" align="left">&lt;0.001*</td>
<td valign="middle" align="left">1.53 (0.82-2.84)</td>
<td valign="middle" align="left">0.180</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">Unknown</td>
<td valign="middle" align="left">1.39 (0.64-3.05)</td>
<td valign="middle" align="left">0.404</td>
<td valign="middle" align="left">1.22 (0.52-2.86)</td>
<td valign="middle" align="left">0.649</td>
</tr>
<tr>
<th valign="middle" colspan="6" align="left">IRS stage</th>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="top" align="left">1</td>
<td valign="middle" align="left">Reference</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">Reference</td>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="top" align="left">4</td>
<td valign="middle" align="left">8.35 (5.18-13.64)</td>
<td valign="middle" align="left">&lt;0.001*</td>
<td valign="middle" align="left">2.53 (1.23-5.22)</td>
<td valign="middle" align="left">0.012*</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="top" align="left">Unknown</td>
<td valign="middle" align="left">0.43 (0.13-1.41)</td>
<td valign="middle" align="left">0.166</td>
<td valign="middle" align="left">0.28 (0.07-1.04)</td>
<td valign="middle" align="left">0.058</td>
</tr>
<tr>
<th valign="middle" colspan="6" align="left">Surgery</th>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">No/Unknown</td>
<td valign="middle" align="left">Reference</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">Reference</td>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">Yes</td>
<td valign="middle" align="left">0.23 (0.13-0.41)</td>
<td valign="middle" align="left">&lt;0.001*</td>
<td valign="middle" align="left">0.52 (0.27-0.99)</td>
<td valign="middle" align="left">0.048*</td>
</tr>
<tr>
<th valign="middle" colspan="6" align="left">Radiotherapy</th>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">No/Unknown</td>
<td valign="middle" align="left">Reference</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">Reference</td>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">Yes</td>
<td valign="middle" align="left">0.54 (0.33-0.88)</td>
<td valign="middle" align="left">0.013*</td>
<td valign="middle" align="left">1.42 (0.81-2.50)</td>
<td valign="middle" align="left">0.221</td>
</tr>
<tr>
<th valign="middle" colspan="6" align="left">Chemotherapy</th>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">No/Unknown</td>
<td valign="middle" align="left">Reference</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">Reference</td>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">Yes</td>
<td valign="middle" align="left">0.26 (0.13-0.49)</td>
<td valign="middle" align="left">&lt;0.001*</td>
<td valign="middle" align="left">0.45 (0.22-0.93)</td>
<td valign="middle" align="left">0.032*</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>* <italic>P</italic> value is significant.</p>
</table-wrap-foot>
</table-wrap>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Kaplan-Meier curves of overall survival stratified by <bold>(A)</bold> Primary site, <bold>(B)</bold> Histology, <bold>(C)</bold> M stage, <bold>(D)</bold> Tumor size, <bold>(E)</bold> IRS stage, <bold>(F)</bold> Surgery, <bold>(G)</bold> Radiotherapy, <bold>(H)</bold> Chemotherapy.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-14-1378251-g001.tif"/>
</fig>
</sec>
<sec id="s3_3">
<title>Construction and validation of nomogram model</title>
<p>According to the results of multivariate analysis, tumor primary site, histology, M stage, IRS stage, surgery, and chemotherapy were associated with OS (all <italic>P</italic> &lt; 0.05). We incorporated above six factors into constructing 1-, 3-, and 5-year nomogram of OS rate (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>), and the point corresponding to each variable was projected to the scoring scale; finally, the scores of each variable were summed up to get the total scores. The AUC values of 1, 3, and 5 years OS were 0.843, 0.851, 0.890, respectively (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). The calibration curves shown in (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4A&#x2013;C</bold>
</xref>) presented a good consistency between the nomogram predicted and actually observed 1, 3, and 5 years OS, which indicated that the predictive efficacy of the model was high. The decision curve analysis (DCA) was applied to render the clinical benefit value to the nomogram using the training cohort. The results showed that the prediction model had a high-clinical benefit value, good ability to assess the prognosis of patients with HNRMS, and good clinical practicability (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Prognosis model of 1-, 3-, 5-year OS in head and neck Rhabdomyosarcoma patients.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-14-1378251-g002.tif"/>
</fig>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>ROC curves of 1-, 3-, 5-year OS in HNRMS patients. HNRMS: head and neck rhabdomyosarcoma; OS: overall survival; AUC: area under the curve.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-14-1378251-g003.tif"/>
</fig>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Calibration curves of the nomogram model for 1-, 3-, 5-year OS in HNRMS patients <bold>(A&#x2013;C)</bold>. HNRMS, head and neck rhabdomyosarcoma; OS, overall survival.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-14-1378251-g004.tif"/>
</fig>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>DCA curve of 1-, 3-, 5-year OS in HNRMS patients. HNRMS: head and neck rhabdomyosarcoma; OS: overall survival; DCA: decision curve analysis.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-14-1378251-g005.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>The tumor primary site was classified into favorable and unfavorable based on criteria used for staging pediatric tumors (<xref ref-type="bibr" rid="B21">21</xref>). In terms of HNRMS, favorable site refers to OR and NOPR, while unfavorable refers to PR. In our study, both univariate (HR: 7.85, 95% CI: 3.24&#x2013;19.03, <italic>P</italic> &lt; 0.001) and multivariate Cox regression (HR: 3.32, 95% CI: 1.09&#x2013;10.13, <italic>P</italic> = 0.035) showed that PR was associated with poor OS, which is consistent with previous studies (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>). This may be due to the fact that the PR is close to the intracranial area and could not be completely removed (<xref ref-type="bibr" rid="B24">24</xref>). Furthermore, compared with superficial sites such as OR, PR is less likely to be detected, making it impossible to find and diagnose the tumor in time, and the lesion may have distant metastasis in early stage, which may metastasize first to the lungs or the bones (<xref ref-type="bibr" rid="B25">25</xref>). Orbital RMS affects eye movements at an early stage, so it is usually detected earlier and has a better prognosis.</p>
<p>In our study, the proportion of tumor size more than 5&#xa0;cm was about 29.4%, which was lower than 51% in the IRS-IV study (<xref ref-type="bibr" rid="B9">9</xref>), 47.2% in the study of Ma et&#xa0;al. (<xref ref-type="bibr" rid="B26">26</xref>), and 75.5% reported by the Japanese researchers Hosoi et&#xa0;al. (<xref ref-type="bibr" rid="B27">27</xref>); this may be attributed to HNRMS limited growth space. Unsal et&#xa0;al. (<xref ref-type="bibr" rid="B28">28</xref>) and Dantonello et&#xa0;al. (<xref ref-type="bibr" rid="B29">29</xref>) reported that tumor size is a risk factor for poor survival. This is consistent with our study finding that a larger tumor was an adverse prognostic factor in HNRMS patients. Studied showed that tumor size with more than 5&#xa0;cm was independent risk predictor for survival and local treatment failure (<xref ref-type="bibr" rid="B30">30</xref>); the result of univariate Cox regression showed that tumor size with more than 5cm was a risk factor for prognosis in children and adolescence (HR: 3.99, 95% CI: 2.36&#x2013;6.72, <italic>P</italic> &lt; 0.001).</p>
<p>RMS was divided into four subgroups: embryonal, alveolar, pleomorphic, and spindle cell/sclerosing RMS, according to the World Health Organization (WHO) classification system, of which embryonal was the most common subtype (<xref ref-type="bibr" rid="B31">31</xref>), embryonal RMS had a clearly more favorable clinical prognosis than alveolar type, which was observed to occur at an earlier age and associated with better prognosis (<xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B33">33</xref>). Alveolar RMS was common in the muscle of the trunk and limb extremities and presented as a poor prognosis (<xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B35">35</xref>), studies showed that microarray-based gene expression profiling showed that PAX-FOXO1 fusion gene-positive alveolar RMS had a worse biological behavior than PAX-FOXO1 fusion gene-negative (<xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B37">37</xref>). With this, it was evident that FOXO1 fusion status was an important prognostic factor and has replaced pathologic staging in RMS risk stratification in recent years (<xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B39">39</xref>). In our study, univariate (HR: 2.67, 95% CI: 1.67&#x2013;4.28, <italic>P</italic> &lt; 0.001) and multivariate Cox regression (HR: 1.82, 95% CI: 1.01&#x2013;3.02, <italic>P</italic> = 0.020) showed that alveolar RMS was associated with poorer OS than embryonal RMS, which is consistent with previous research (<xref ref-type="bibr" rid="B40">40</xref>).</p>
<p>Distant metastasis of RMS was found to be associated with worse survival; a study conducted by Turner and Richmon (<xref ref-type="bibr" rid="B41">41</xref>) found that patients with localized and regional disease had a higher 5-year survival rate than patients with distant metastasis (92.4%, 60.1%, vs. 36.6%), and the HR values were 0.15 and 0.37, respectively. Our results are consistent with Turner and his partner&#x2019; findings with the data of univariate Cox regression (HR: 8.23, 95% CI: 4.88&#x2013;13.87, <italic>P</italic> &lt; 0.001) and multivariate Cox regression (HR: 2.20, 95% CI: 1.03-4.69, <italic>P</italic> = 0.041). In addition, exiting literature suggested that tumors of parameningeal sites present advanced stage; they tended to invade distant tissues and organs (<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B42">42</xref>). As mentioned, embryonal RMS occurred with localized disease and in children at an earlier age. On the other hand, alveolar RMS presented most commonly with distant metastasis as well as in adolescents.</p>
<p>Surgical treatment was often consider as a critical treatment means for improving survival of RMS patients (<xref ref-type="bibr" rid="B43">43</xref>); surgeons tended to perform radical resection to remove tumor as well as its adjacent tissues and lymph nodes. However, expansion of the surgical scope in pursuit of negative margins would destroy important structures and functions for HNRMS in children and adolescents. Furthermore, tumor sites in dangerous site, such as intracranial extension, bony erosion of cranial base, or cranial nerve palsy, had increased tremendously surgical feasibility (<xref ref-type="bibr" rid="B9">9</xref>). The use of radiation and chemotherapy therapy was also found to be effective in improving survival (<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B41">41</xref>); studies showed that radiotherapy combined with chemotherapy is primary means for patients with unresectable primary tumors after initial treatment (<xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B45">45</xref>). Our study showed that surgery, radiotherapy, and chemotherapy were all effective treatment methods for HNRMS in children and adolescences (<italic>P</italic> &lt; 0.001, <italic>P</italic> = 0.013, <italic>P</italic> &lt; 0.001, respectively).</p>
<p>There are a few limitations of this study. First, there are several editions of TNM stage, which could have an affection on IRS stage. Second, the SEER database lacks information on laboratory tests, specific radiotherapy and chemotherapy regimens, and comorbidities; however, they also play a critical role in prognosis of HNRMS (<xref ref-type="bibr" rid="B46">46</xref>, <xref ref-type="bibr" rid="B47">47</xref>). Szkandera et&#xa0;al. (<xref ref-type="bibr" rid="B48">48</xref>) demonstrated a decreased lymphocyte/monocyte ratio (LMR) represents a novel independent poor prognostic factor in STS patients. Fausti et&#xa0;al. (<xref ref-type="bibr" rid="B49">49</xref>) also drew consistent conclusions that LMR is a specific predictor of Trabectedin efficacy and could be useful in daily clinical practice. Moreover, they highlighted a possible correlation between LMR levels and the percentage of intratumoral macrophages. Finally, this is a retrospective study, and the survival outcomes reported in SEER database are associated with different treatment guidelines, which are different from every era. Thus, selection bias could not be avoided.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<title>Conclusion</title>
<p>A prognostic nomogram model was constructed for predicting the probability of survival in HNRMS in children and adolescents, and this model presented practical and applicable clinical value to predict survival when choosing treatment strategies.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>JW: Data curation, Software, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. QZ: Funding acquisition, Resources, Supervision, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This study was supported by Youth Project of National Natural Science Foundation of China (No. 82102277) and Regional Project of National Natural Science Foundation of China (No. 81960298).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We are all grateful to the SEER database for approving the registration and uploading clinical information.</p>
</ack>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
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</sec>
<fn-group>
<title>Abbreviations</title>
<fn fn-type="abbr">
<p>RMS, rhabdomyosarcoma; STS, soft tissue sarcoma; HNRMS, head and neck rhabdomyosarcoma; OR, orbital RMS; PR, parameningeal RMS; NOPR, non-orbital-parameningeal RMS; IRS, Intergroup Rhabdomyosarcoma Study; OS, overall survival; SEER, Surveillance, Epidemiology, and End Result; ROC, receiver operating curve; AUC, area under the curve; DCA, decision curve analysis.</p>
</fn>
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