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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Oncol.</journal-id>
<journal-title>Frontiers in Oncology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Oncol.</abbrev-journal-title>
<issn pub-type="epub">2234-943X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fonc.2022.847917</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>Oncological Patients With Endocrine Complications After Immunotherapy With Checkpoint Inhibitors Present Longer Progression-Free and Overall Survival</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Paschou</surname>
<given-names>Stavroula A.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/608538"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liontos</surname>
<given-names>Michael</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1352849"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Eleftherakis-Papaiakovou</surname>
<given-names>Evangelos</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Stefanaki</surname>
<given-names>Katerina</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Markellos</surname>
<given-names>Christos</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Koutsoukos</surname>
<given-names>Konstantinos</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zagouri</surname>
<given-names>Flora</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1009492"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Psaltopoulou</surname>
<given-names>Theodora</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/126459"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Dimopoulos</surname>
<given-names>Meletios-Athanasios</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1107843"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Endocrine Unit and Diabetes Center, Department of Clinical Therapeutics, Alexandra Hospital, School of Medicine, National and Kapodistrian University of Athens</institution>, <addr-line>Athens</addr-line>, <country>Greece</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Hematology and Oncology Unit, Department of Clinical Therapeutics, Alexandra Hospital, School of Medicine, National and Kapodistrian University of Athens</institution>, <addr-line>Athens</addr-line>, <country>Greece</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Rodabe N. Amaria, University of Texas MD Anderson Cancer Center, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Arun Khattri, Indian Institute of Technology (BHU), India; Alessandro Rizzo, National Cancer Institute Foundation (IRCCS), Italy; Chengzhi Zhou, Clinical Management Department of National Respiratory Medical Center, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Meletios-Athanasios Dimopoulos, <email xlink:href="mailto:mdimop@med.uoa.gr">mdimop@med.uoa.gr</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Cancer Immunity and Immunotherapy, a section of the journal Frontiers in Oncology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>24</day>
<month>03</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>12</volume>
<elocation-id>847917</elocation-id>
<history>
<date date-type="received">
<day>03</day>
<month>01</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>22</day>
<month>02</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Paschou, Liontos, Eleftherakis-Papaiakovou, Stefanaki, Markellos, Koutsoukos, Zagouri, Psaltopoulou and Dimopoulos</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Paschou, Liontos, Eleftherakis-Papaiakovou, Stefanaki, Markellos, Koutsoukos, Zagouri, Psaltopoulou and Dimopoulos</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>Aim</title>
<p>The aim of this study was to investigate the association of endocrine complications after ICI immunotherapy with progression-free survival (PFS) and overall survival (OS) in a large single-center oncological cohort.</p>
</sec>
<sec>
<title>Patients and Methods</title>
<p>In total, 351 patients were included in the analysis, 248 men (70.7%) and 103 women (29.3%). The median age was 66 years. Patients had a variety of cancer types, namely, bladder cancer (131, 37.3%), renal cancer (89, 25.4%), lung cancer (74, 21.1%), ovarian cancer (22, 6.3%), and other types of cancer (35, 10%). The majority (314, 89.4%) were classified as stage IV, while 10.6% (37) were classified as stage III. Most of the patients received immunotherapy with anti-PD1 agents (262, 74.6%) and the rest with anti-PD-L1 agents (89, 25.4%). Kaplan&#x2013;Meier estimates were used to describe and visualize the effect of categorical variables on OS and PFS. Survival analysis was performed by Kaplan&#x2013;Meier curves, and survival differences between groups were estimated using the log-rank test. The estimation of the prognostic value of several variables with patients&#x2019; survival was made by Cox regression models.</p>
</sec>
<sec>
<title>Results</title>
<p>In total, 68 (19.4%) of patients presented an endocrine complication after immunotherapy with ICIs. Specifically, 66 (18.8%) had thyroid dysfunction, 1 patient presented hypophysitis (0.3%), and 1 patient had a combination of thyroid dysfunction and hypophysitis (0.3%). Patients with an endocrine complication had mPFS of 15 months (95% CI 11.0&#x2013;18.9 months), while in those without endocrine complication mPFS was 7 months (95% CI 6.1&#x2013;7.9 months, <italic>p</italic> &lt; 0.001). Similarly, median OS (mOS) was statistically significant lower in the patients&#x2019; group without endocrine complication. In fact, mOS was 51 months (95% CI 39.3&#x2013;62.7 months) for these patients. The presence of endocrine complications after immunotherapy with ICIs retained its significance in terms of longer PFS (HR 0.57, 95% CI 0.39&#x2013;0.81) and OS (HR 0.53, 95% CI 0.32&#x2013;0.90) after multivariate analysis.</p>
</sec>
<sec>
<title>Conclusions</title>
<p>ICI endocrinopathies may be a positive predictor of immunotherapy response.</p>
</sec>
</abstract>
<kwd-group>
<kwd>immunotherapy</kwd>
<kwd>endocrine</kwd>
<kwd>thyroiditis</kwd>
<kwd>diabetes</kwd>
<kwd>hypophysitis</kwd>
<kwd>cancer</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="46"/>
<page-count count="9"/>
<word-count count="3093"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Immune checkpoints (ICs) are molecules that modulate the duration and amplitude of physiological immune function, playing important roles in maintaining immune homeostasis (<xref ref-type="bibr" rid="B1">1</xref>). Immune checkpoint inhibitors (ICIs) are antibodies that target certain immune checkpoints (ICs), such as programmed death 1 (PD-1), its ligand (PD-L1), or cytotoxic T-lymphocyte antigen-4 (CTLA-4) (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). ICIs have emerged as a powerful new tool for various types of cancers, namely, lymphoma, melanoma, lung cancer, renal cell carcinoma, urothelial carcinoma, etc. The indications of ICIs are currently increasing (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B5">5</xref>).</p>
<p>As these ICs are crucial for immunological self-tolerance, such therapies can trigger autoimmune adverse effects, affecting a number of organs (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B6">6</xref>). Endocrinopathies are among the most common complications, including thyroid dysfunction, hypophysitis, and more rarely diabetes mellitus (DM) and primary adrenal insufficiency (<xref ref-type="bibr" rid="B6">6</xref>). The time of onset of endocrinopathies presents a great range (weeks to months after the initial dose) (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>). Furthermore, the severity of endocrinopathies presents a great range and grading systems are used in the clinical practice (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B9">9</xref>). Combination of ICIs appears to increase the risk of endocrine complications (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>).</p>
<p>It has been hypothesized that autoimmune complications or immune-related adverse events (irAEs) after ICIs may be a positive predictor of immunotherapy response (<xref ref-type="bibr" rid="B10">10</xref>). Particularly, several studies and a recent meta-analysis provided evidence that progression-free survival (PFS) and overall survival (OS) are longer in patients with development of autoimmune disorders in general and of endocrinopathies specifically (<xref ref-type="bibr" rid="B11">11</xref>&#x2013;<xref ref-type="bibr" rid="B13">13</xref>). A recent study provided evidenced that the development of autoimmune complications was associated with improved survival in patients with advanced (stage III/IV) NSCLC treated with anti-PD-L1 agents (<xref ref-type="bibr" rid="B12">12</xref>). Such autoimmune complications, including endocrine ones, may represent bystander effects from activated T lymphocytes and despite undesirable symptoms can correlate with favorable disease outcomes. This phenomenon is known in the literature as &#x201c;beneficial autoimmunity&#x201d; (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B14">14</xref>).</p>
<p>However, evidence so far is scarce and the exact mechanisms remain elusive. Moreover, not all studies have provided similar results and the topic remains quite controversial (<xref ref-type="bibr" rid="B13">13</xref>). As this hypothesis needs further investigation, we aimed to investigate the association of endocrine complications after ICI immunotherapy with PFS and OS in a large single-center oncological cohort.</p>
</sec>
<sec id="s2">
<title>Patients and Methods</title>
<sec id="s2_1">
<title>Patients and Protocol</title>
<p>All patients who received immunotherapy with ICIs in the Unit of Oncology, Department of Clinical Therapeutics, Alexandra Hospital, School of Medicine, National and Kapodistrian University of Athens in Athens, Greece, from June 2016 to December 2020 were studied. In total, 351 patients were included in the analysis, 248 men (70.7%) and 103 women (29.3%). All patients have provided written consent for the use of their medical data. The study was granted approval by our Institutional Review Board and was conducted according to the declaration of Helsinki.</p>
<p>Clinicopathological, treatment, and survival data were collected from patients&#x2019; records. More specifically, demographical data including patients&#x2019; date of birth, age at diagnosis, and date of first disease progression and/or death were collected. Type of surgery included primary or interval debulking, and surgery outcome, where available, was defined as optimal or suboptimal. Data regarding chemotherapy regimens and ICI therapy or combination were also collected. PFS and OS were calculated as part of the survival analysis. These were calculated as the number of months from the date of cancer diagnosis until disease progression or the date of death, respectively.</p>
<p>Evaluation of endocrine and other irAEs was performed according to CTCAE v4.03. Baseline evaluation for thyroid dysfunction is performed in all patients starting immunotherapy in our center and is periodically monitored during their treatment. Therefore, thyroid dysfunction could be detected as part of routine evaluation. Hypophysitis and other endocrine complications are suspected on the basis of relevant clinical symptoms, when additional testing is performed as appropriate (<xref ref-type="bibr" rid="B6">6</xref>).</p>
</sec>
<sec id="s2_2">
<title>Statistical Analysis</title>
<p>All data were coded and analyzed by a specifically designed database of the SPSS statistical package (SPSS Inc., Armonk, NY) version 24. The Kolmogorov&#x2013;Smirnov test was used to assess the regularity of the data. Overall survival (OS) was defined as the time between the time of diagnosis and the date of death from any cause. Progression-free survival (PFS) was defined as the time between the time of diagnosis and the date of progression. Alive patients were censored at the date of last contact.</p>
<p>Kaplan&#x2013;Meier estimates were used to describe and visualize the effect of categorical variables on OS and PFS. Survival analysis was performed by Kaplan&#x2013;Meier curves, and survival differences between groups were estimated using the log-rank test. The estimation of the prognostic value of several variables with patients&#x2019; survival was made by Cox regression models. Multivariate Cox regression analysis was used to estimate the independent predictive value of the various factors in patients&#x2019; survival. All statistical correlations were considered significant in case of p &lt; 0.05.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Patients&#x2019; Characteristics</title>
<p>Characteristics of the patients are presented in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>. In total, 351 patients were included in the analysis, 248 men (70.7%) and 103 women (29.3%). The median age was 66 years. Patients had a variety of cancer types, namely, bladder cancer (131, 37.3%), renal cancer (89, 25.4%), lung cancer (74, 21.1%), ovarian cancer (22, 6.3%), and others (35, 10%). In the other types of category, pancreatic cancer (3 patients), breast cancer (2 patients), uterine cancer (7 patients), colon cancer (4 cases), hepatocellular cancer (1 patient), cervical cancer (6 patients), prostate cancer (3 patients), melanoma (2 patients), and multiple myeloma (7 patients) were included. The majority (314, 89.4%) were classified as stage IV, while 10.6% (37) were classified as stage III. Most of the patients received immunotherapy with anti-PD1 agents (262, 74.6%) and the rest with anti-PD-L1 agents (89, 25.4%).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Patients&#x2019; characteristics.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">N</th>
<th valign="top" align="center">351</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<bold>Age</bold> (median, 25th&#x2013;75th percentile)</td>
<td valign="top" align="center">66.0, 58.0&#x2013;72.0</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Gender</bold>
</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Males</td>
<td valign="top" align="center">248 (70.7%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Females</td>
<td valign="top" align="center">103 (29.3%)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Cancer type</bold>
</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Bladder cancer</td>
<td valign="top" align="center">131 (37.3%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Renal cancer</td>
<td valign="top" align="center">89 (25.4%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Lung cancer</td>
<td valign="top" align="center">74 (21.1%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Ovarian cancer</td>
<td valign="top" align="center">22 (6.3%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Other</td>
<td valign="top" align="center">35 (10.0%)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Stage</bold>
</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;III</td>
<td valign="top" align="center">37 (10.6%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;IV</td>
<td valign="top" align="center">314 (89.4%)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Type of immunotherapy</bold>
</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Anti-PD1</td>
<td valign="top" align="center">262 (74.6%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Anti-PD-L1</td>
<td valign="top" align="center">89 (25.4%)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Patients with endocrine complications</bold>
</td>
<td valign="top" align="center">68 (19.4%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Thyroid dysfunction</td>
<td valign="top" align="center">66 (18.8%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Hypophysitis</td>
<td valign="top" align="center">1 (0.3%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Thyroid dysfunction and hypophysitis</td>
<td valign="top" align="center">1 (0.3%)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>ECOG-PS</bold>
</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;0&#x2013;1</td>
<td valign="top" align="center">285 (81.2%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&#x2265;2</td>
<td valign="top" align="center">55 (15.7%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Missing</td>
<td valign="top" align="center">11 (3.1%)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>In total, 68 (19.4%) of patients presented an endocrine complication after immunotherapy with ICIs. Specifically, 66 (18.8%) had thyroid dysfunction, 1 patient presented hypophysitis (0.3%), and 1 patient had a combination of thyroid dysfunction and hypophysitis (0.3%). Of note, endocrine irAEs were more common in renal carcinoma (25/89, 28.1%), urothelial cancer (28/131, 21.3%), and ovarian cancer (5/22, 22.7%) patients and less common in lung cancer (7/74, 9.5%) and other neoplasm (4/35, 11.4%) (p = 0.029) patients.</p>
<p>The median time of onset of endocrine complications was 10 weeks (range 14 days to 7.5 months). Most cases were treated with an appropriate hormonal supplementation. In the case with both hypophysitis and thyroid dysfunction, ICI immunotherapy was suspended. In two cases of thyroiditis, both levothyroxine and short-term corticosteroid therapy was used.</p>
</sec>
<sec id="s3_2">
<title>Survival</title>
<p>In the total population, there was a statistically significant difference in median PFS (mPFS) between those presented an endocrine complication and those who did not. More specifically, patients with an endocrine irAE had mPFS of 15 months (95% CI 11.0&#x2013;18.9 months), while in those without endocrine complication mPFS was 7 months (95% CI 6.1&#x2013;7.9 months, <italic>p</italic> &lt; 0.001) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Similarly, median OS (mOS) was statistically significantly lower in the patients&#x2019; group without endocrine complication. In fact, mOS was 51 months (95% CI 39.3&#x2013;62.7 months) for these patients, while mOS was not reached for patients with endocrine complications (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Progression-free survival according to the presence of endocrine complications.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-12-847917-g001.tif"/>
</fig>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Overall survival according to the presence of endocrine complications.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-12-847917-g002.tif"/>
</fig>
<p>As shown in <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>, the various mPFSs in patients of different cancer types are presented. There are no statistically significant differences. When examining the effect of endocrine irAE presence of mPFS and mOS in patients with various cancers separately, we found that patients with renal cancer and bladder cancer who presented endocrine complications after ICIs had longer PFS. However, results were not statistically significant for patients with lung cancer, ovarian cancer, or other types of cancer (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4A&#x2013;E</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Progression-free survival by cancer type.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-12-847917-g003.tif"/>
</fig>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>
<bold>(A&#x2013;E)</bold> Progression-free survival according to the presence of endocrine complications by cancer type.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-12-847917-g004.tif"/>
</fig>
<p>In order to further elucidate the findings in the whole group, we performed multivariate analysis for PFS (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>) and OS (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>), including a number of parameters, such as gender, stage, type of immunotherapy, type of cancer, ECOG performance status scale, and endocrine complication. Interestingly, the presence of endocrine complications after immunotherapy with ICIs retained its significance in terms of longer PFS (HR 0.57, 95% CI 0.39&#x2013;0.81) (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>) and OS (HR 0.53, 95% CI 0.32&#x2013;0.90) (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Multivariate analysis for progression-free survival (PFS).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Variable</th>
<th valign="top" align="center">HR (95% CI)</th>
<th valign="top" align="center">
<italic>p value</italic>
</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<bold>
<italic>Gender</italic>
</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center">0.078</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Male</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Female</td>
<td valign="top" align="center">0.71 (0.49&#x2013;1.04)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>
<italic>Stage</italic>
</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center">0.008</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;III</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;IV</td>
<td valign="top" align="center">2.02 (1.19&#x2013;3.40)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>
<italic>Type of immunotherapy</italic>
</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center">0.042</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Anti-PD1</td>
<td valign="top" align="center">0.70 (0.49&#x2013;0.98)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Anti-PD-L1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>
<italic>Type of cancer</italic>
</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center">0.077</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Lung cancer</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Renal cancer</td>
<td valign="top" align="center">1.02 (0.67&#x2013;1.52)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Bladder cancer</td>
<td valign="top" align="center">1.16 (0.76&#x2013;1.74)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Ovarian cancer</td>
<td valign="top" align="center">0.49 (0.25&#x2013;0.99)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Other</td>
<td valign="top" align="center">0.57 (0.30&#x2013;1.05)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>
<italic>Endocrine complication</italic>
</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center">0.002</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;No</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Yes</td>
<td valign="top" align="center">0.57 (0.39-0.81)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>
<italic>ECOG-PS</italic>
</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center">0.709</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;0&#x2013;1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&#x2265;2</td>
<td valign="top" align="center">0.93 (0.63&#x2013;1.37)</td>
<td valign="top" align="center"/>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Multivariate analysis for overall survival (OS).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Variable</th>
<th valign="top" align="center">HR (95% CI)</th>
<th valign="top" align="center">
<italic>p value</italic>
</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<bold>
<italic>Gender</italic>
</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center">0.527</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Male</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Female</td>
<td valign="top" align="center">0.86 (0.53&#x2013;1.39)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>
<italic>Stage</italic>
</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center">0.151</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;III</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;IV</td>
<td valign="top" align="center">1.70 (0.70&#x2013;3.53)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>
<italic>Type of immunotherapy</italic>
</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center">0.016</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Anti-PD1</td>
<td valign="top" align="center">0.56 (0.35&#x2013;0.89)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Anti-PD-L1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>
<italic>Type of cancer</italic>
</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center">0.002</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Lung cancer</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Renal cancer</td>
<td valign="top" align="center">0.36 (0.19&#x2013;0.65)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Bladder cancer</td>
<td valign="top" align="center">0.77 (0.43&#x2013;1.37)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Ovarian cancer</td>
<td valign="top" align="center">0.45 (0.16&#x2013;1.24)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Other</td>
<td valign="top" align="center">0.29 (0.12&#x2013;0.69)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>
<italic>Endocrine complication</italic>
</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center">0.018</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;No</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Yes</td>
<td valign="top" align="center">0.53 (0.32&#x2013;0.90)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>
<italic>ECOG-PS</italic>
</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center">0.877</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;0&#x2013;1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&#x2265;2</td>
<td valign="top" align="center">0.96 (0.55&#x2013;1.66)</td>
<td valign="top" align="center"/>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>The aim of this study was to investigate the association of endocrine complications after ICI immunotherapy with PFS and OS in a large cohort of oncological patients. We observed that 19.4% of participants presented endocrinopathies in total. Oncological patients with an endocrine complication after ICIs had longer mPFS compared with those without endocrine complication. Similarly, median OS was statistically significantly lower in the patients&#x2019; group without endocrine complication. These results retained significance even after multivariate analysis, including gender, stage of cancer, type of immunotherapy, and type of cancer.</p>
<p>The results of our study are in accordance with other recent findings, proposing that autoimmune complications after ICIs may be a positive predictor of therapy response. A recent large meta-analysis (<xref ref-type="bibr" rid="B13">13</xref>) included 30 (<xref ref-type="bibr" rid="B15">15</xref>&#x2013;<xref ref-type="bibr" rid="B44">44</xref>) studies with 4,971 individuals and provided evidence that patients with autoimmune complications after ICIs experienced both an OS benefit and a PFS benefit compared with patients who did not develop such complications [OS: hazard ratio (HR) 0.54, 95% CI 0.45&#x2013;0.65; p &lt; 0.001; PFS: HR 0.52, 95% CI 0.44&#x2013;0.61, p &lt; 0.001). Specific analysis regarding endocrine complications yielded similar results (OS: HR 0.52, 95% CI, 0.44&#x2013;0.62, p &lt; 0.001). The same was found for dermatological (OS: HR 0.45, 95% CI 0.35&#x2013;0.59, p &lt; 0.001) and low-grade irAEs (OS: HR 0.57, 95% CI 0.43&#x2013;0.75; p &lt; 0.001) (<xref ref-type="bibr" rid="B13">13</xref>). Another later multicenter cohort study confirmed that the development of multisystem immune-related adverse events was associated with improved survival in patients with advanced (stage III/IV) NSCLC treated with anti-PD-L1 agents (<xref ref-type="bibr" rid="B12">12</xref>).</p>
<p>We need to note that a definite conclusion on the topic has not been drawn yet, as several single studies have provided negative or contradictory results (<xref ref-type="bibr" rid="B34">34</xref>&#x2013;<xref ref-type="bibr" rid="B46">46</xref>). However, recent and increasing evidence, including our findings, suggests that such complications can be a positive predictor of immunotherapy response, despite the undesirable symptoms. The exact mechanisms of the association between autoimmune complications and survival benefits are not completely clear. Such adverse events are thought to represent bystander effects from activated T lymphocytes. An immune response against both the tumor and healthy cells or tissues seems to take place, probably through antigen mimicry procedures. The humoral immunity dysregulation has been additively proposed as a possible explanation for the phenomenon. For example, the PD-1 signaling pathway modulates B cell activation in both T-cell-dependent and -independent pathways (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B13">13</xref>).</p>
<p>There is a term in the literature known as &#x201c;beneficial autoimmunity.&#x201d; Importantly, the nature of &#x201c;beneficial autoimmunity&#x201d; is substantially influenced by the type of cancer treated. For example, the induction of vitiligo in the case of melanoma is a good prognostic sign, while the repigmentation is associated with progression. In contrast, the presentation of pneumonitis in a patient with lung cancer would indicate poor prognosis. The difference reflects the fact that autoimmune responses that lead to the eradication of non-essential cells, such as melanocytes, are affordable to the body whereas damage of essential tissues, such as respiratory cells in the lung, is not (<xref ref-type="bibr" rid="B10">10</xref>). This is in accordance with the data from the recent meta-analysis that confirmed the association of endocrine, dermatological, and low-grade autoimmune complications with favorable outcomes (<xref ref-type="bibr" rid="B13">13</xref>). Of note, thyroid dysfunction is considered the most frequent ICI complication, irrespective of the location of the primary tumor (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B13">13</xref>). Similarly, in our study most patients presented with thyroid dysfunction. Specifically, 66 (18.8%) had thyroid dysfunction, 1 patient presented hypophysitis (0.3%), and 1 patient had a combination of thyroid dysfunction and hypophysitis (0.3%).</p>
<p>In our study, most of the patients received immunotherapy with anti-PD1 agents (262, 74.6%) and the rest with anti-PD-L1 agents (89, 25.4%). Interestingly, the recent meta-analysis (<xref ref-type="bibr" rid="B13">13</xref>) showed that the association between autoimmune complication development and a favorable benefit on survival was significant in those patients undergoing treatment with anti-PD1 agents (OS: HR 0.51, 95% CI, 0.42&#x2013;0.62, p &lt; 0.001), but not with CTLA-4 inhibitors (OS: HR 0.89, 95% CI, 0.49&#x2013;1.61, p = 0.706). In the meta-analysis, 26 studies adopted anti-PD-1 agents, 3 anti-CTLA-4 agents, and 1 anti-PD-1/PD-L1 agents (<xref ref-type="bibr" rid="B13">13</xref>). We need to take into consideration the lower numbers regarding CTLA-4 inhibitors; however, there may be a pathophysiological explanation too. Indeed, CTLA-4 inhibition activates T cells at an earlier stage of their development. Therefore, such an inhibition may directly disrupt central tolerance without affecting tumor immune response at the same time (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B13">13</xref>).</p>
<p>We found no statistically significant differences in mPFS of different cancer types, while the presence of endocrine complications was a positive predictor for longer mPFS in patients with renal cancer and bladder cancer, but not in patients with lung cancer, ovarian cancer, or other types of cancer. We need to note that numbers of the latter patients&#x2019; subgroups may be low to prove such an outcome for each different type of cancer. Indeed, several previous studies have shown favorable outcomes for patients&#xa0;with melanoma and lung cancer who developed various irAEs after immunotherapy with ICIs (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B15">15</xref>&#x2013;<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B19">19</xref>&#x2013;<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B26">26</xref>).</p>
<p>The main strength of the study is the large number of participants. This is one of the largest cohorts in the literature. All patients come from the same academic unit, which implies another strength&#x2014;that all participants were followed up by the same multidisciplinary team and with the same protocol. Numbers may be low for separate types of cancers, and this can be considered as a limitation. Moreover, data are retrospectively analyzed, however deriving from a prospectively collected cohort. Last but not least, a potential survivorship bias may exist for the development of irAEs.</p>
<p>In conclusion, this study provided evidence that oncological patients who present endocrine complications after ICI immunotherapy had longer mPFS and mOS compared with those without endocrine complication. These results retained significance even after multivariate analysis, including gender, stage of cancer, type of immunotherapy, and type of cancer. Therefore, physicians dealing with such patients should be aware that endocrine complications after ICIs may be a positive predictor of immunotherapy response and a prognostic factor of longer PFS and OS.</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 studies involving human participants were reviewed and approved by the Alexandra Hospital Ethics Committee. The patients/participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author Contribution</title>
<p>SP designed the protocol and wrote the manuscript. ML participated in the collection of the data and performed the statistical analysis. EE-P participated in the collection of the data. KS participated in the collection of the data. CM participated in the collection of the data. KK participated in the collection of the data. FZ participated in the collection of the data and revised the manuscript. TP participated in the collection of the data and revised the manuscript. M-AD designed the protocol and revised the manuscript. 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>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pardoll</surname> <given-names>DM</given-names>
</name>
</person-group>. <article-title>The Blockade of Immune Checkpoints in Cancer Immunotherapy</article-title>. <source>Nat Rev Cancer</source> (<year>2012</year>) <volume>12</volume>:<page-range>252&#x2013;64</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nrc3239</pub-id>
</citation>
</ref>
<ref id="B2">
<label>2</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chang</surname> <given-names>LS</given-names>
</name>
<name>
<surname>Barroso-Sousa</surname> <given-names>R</given-names>
</name>
<name>
<surname>Tolaney</surname> <given-names>SM</given-names>
</name>
<name>
<surname>Hodi</surname> <given-names>FS</given-names>
</name>
<name>
<surname>Kaiser</surname> <given-names>UB</given-names>
</name>
<name>
<surname>Min</surname> <given-names>L</given-names>
</name>
</person-group>. <article-title>Endocrine Toxicity of Cancer Immunotherapy Targeting Immune Checkpoints</article-title>. <source>Endocr Rev</source> (<year>2019</year>) <volume>40</volume>:<fpage>17</fpage>&#x2013;<lpage>65</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1210/er.2018-00006</pub-id>
</citation>
</ref>
<ref id="B3">
<label>3</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Massari</surname> <given-names>F</given-names>
</name>
<name>
<surname>Mollica</surname> <given-names>V</given-names>
</name>
<name>
<surname>Rizzo</surname> <given-names>A</given-names>
</name>
<name>
<surname>Cosmai</surname> <given-names>L</given-names>
</name>
<name>
<surname>Rizzo</surname> <given-names>M</given-names>
</name>
<name>
<surname>Porta</surname> <given-names>C</given-names>
</name>
</person-group>. <article-title>Safety Evaluation of Immune-Based Combinations in Patients With Advanced Renal Cell Carcinoma: A Systematic Review and Meta-Analysis</article-title>. <source>Expert Opin Drug Saf</source> (<year>2020</year>) <volume>19</volume>(<issue>10</issue>):<page-range>1329&#x2013;38</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/14740338.2020.1811226</pub-id>
</citation>
</ref>
<ref id="B4">
<label>4</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Massari</surname> <given-names>F</given-names>
</name>
<name>
<surname>Rizzo</surname> <given-names>A</given-names>
</name>
<name>
<surname>Mollica</surname> <given-names>V</given-names>
</name>
<name>
<surname>Rosellini</surname> <given-names>M</given-names>
</name>
<name>
<surname>Marchetti</surname> <given-names>A</given-names>
</name>
<name>
<surname>Ardizzoni</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Immune-Based Combinations for the Treatment of Metastatic Renal Cell Carcinoma: A Meta-Analysis of Randomised Clinical Trials</article-title>. <source>Eur J Cancer</source> (<year>2021</year>) <volume>154</volume>:<page-range>120&#x2013;7</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ejca.2021.06.015</pub-id>
</citation>
</ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rizzo</surname> <given-names>A</given-names>
</name>
<name>
<surname>Brandi</surname> <given-names>G</given-names>
</name>
</person-group>. <article-title>Biochemical Predictors of Response to Immune Checkpoint Inhibitors in Unresectable Hepatocellular Carcinoma</article-title>. <source>Cancer Treat Res Commun</source> (<year>2021</year>) <volume>27</volume>:<fpage>100328</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ctarc.2021.100328</pub-id>
</citation>
</ref>
<ref id="B6">
<label>6</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Paschou</surname> <given-names>SA</given-names>
</name>
<name>
<surname>Stefanaki</surname> <given-names>K</given-names>
</name>
<name>
<surname>Psaltopoulou</surname> <given-names>T</given-names>
</name>
<name>
<surname>Liontos</surname> <given-names>M</given-names>
</name>
<name>
<surname>Koutsoukos</surname> <given-names>K</given-names>
</name>
<name>
<surname>Zagouri</surname> <given-names>F</given-names>
</name>
<etal/>
</person-group>. <article-title>How We Treat Endocrine Complications of Immune Checkpoint Inhibitors</article-title>. <source>ESMO Open</source> (<year>2021</year>) <volume>6</volume>(<issue>1</issue>):<fpage>100011</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.esmoop.2020.100011</pub-id>
</citation>
</ref>
<ref id="B7">
<label>7</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Okura</surname> <given-names>N</given-names>
</name>
<name>
<surname>Asano</surname> <given-names>M</given-names>
</name>
<name>
<surname>Uchino</surname> <given-names>J</given-names>
</name>
<name>
<surname>Morimoto</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Iwasaku</surname> <given-names>M</given-names>
</name>
<name>
<surname>Kaneko</surname> <given-names>Y</given-names>
</name>
<etal/>
</person-group>. <article-title>Endocrinopathies Associated With Immune Checkpoint Inhibitor Cancer Treatment: A Review</article-title>. <source>J Clin Med</source> (<year>2020</year>) <volume>9</volume>:<fpage>2033</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/jcm9072033</pub-id>
</citation>
</ref>
<ref id="B8">
<label>8</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Barroso-Sousa</surname> <given-names>R</given-names>
</name>
<name>
<surname>Barry</surname> <given-names>WT</given-names>
</name>
<name>
<surname>Garrido-Castro</surname> <given-names>AC</given-names>
</name>
<name>
<surname>Hodi</surname> <given-names>FS</given-names>
</name>
<name>
<surname>Min</surname> <given-names>L</given-names>
</name>
<name>
<surname>Krop</surname> <given-names>IE</given-names>
</name>
<etal/>
</person-group>. <article-title>Incidence of Endocrine Dysfunction Following the Use of Different Immune Checkpoint Inhibitor Regimens: A Systematic Review and Meta-Analysis</article-title>. <source>JAMA Oncol</source> (<year>2018</year>) <volume>4</volume>:<page-range>173&#x2013;82</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1001/jamaoncol.2017.3064</pub-id>
</citation>
</ref>
<ref id="B9">
<label>9</label>
<citation citation-type="web">
<person-group person-group-type="author">
<collab>United States National Cancer Institute</collab>
</person-group>. <source>Common Terminology Criteria for Adverse Events (CTCAE)</source> (<year>2017</year>). Available at: <uri xlink:href="https://ctep.cancer.gov/protocolDevelopment/electronic_applications/ctc.htm#c">https://ctep.cancer.gov/protocolDevelopment/electronic_applications/ctc.htm#c</uri> (Accessed <access-date>5 February 2022</access-date>).</citation>
</ref>
<ref id="B10">
<label>10</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zitvogel</surname> <given-names>L</given-names>
</name>
<name>
<surname>Perreault</surname> <given-names>C</given-names>
</name>
<name>
<surname>OJ</surname> <given-names>F</given-names>
</name>
<name>
<surname>Kroemer</surname> <given-names>G</given-names>
</name>
</person-group>. <article-title>Beneficial Autoimmunity Improves Cancer Prognosis</article-title>. <source>Nat Rev Clin Oncol</source> (<year>2021</year>) <volume>18</volume>(<issue>9</issue>):<fpage>591</fpage>&#x2013;<lpage>602.1</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41571-021-00508-x</pub-id>
</citation>
</ref>
<ref id="B11">
<label>11</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Matsuoka</surname> <given-names>H</given-names>
</name>
<name>
<surname>Hayashi</surname> <given-names>T</given-names>
</name>
<name>
<surname>Takigami</surname> <given-names>K</given-names>
</name>
<name>
<surname>Imaizumi</surname> <given-names>K</given-names>
</name>
<name>
<surname>Shiroki</surname> <given-names>R</given-names>
</name>
<name>
<surname>Ohmiya</surname> <given-names>N</given-names>
</name>
<etal/>
</person-group>. <article-title>Correlation Between Immune-Related Adverse Events and Prognosis in Patients With Various Cancers Treated With Anti PD-1 Antibody</article-title>. <source>BMC Cancer</source> (<year>2020</year>) <volume>20</volume>:<fpage>656</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12885-020-07142-3</pub-id>
</citation>
</ref>
<ref id="B12">
<label>12</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shankar</surname> <given-names>B</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Naqash</surname> <given-names>AR</given-names>
</name>
<name>
<surname>Forde</surname> <given-names>PM</given-names>
</name>
<name>
<surname>Feliciano</surname> <given-names>JL</given-names>
</name>
<name>
<surname>Marrone</surname> <given-names>KA</given-names>
</name>
<etal/>
</person-group>. <article-title>Multisystem Immune-Related Adverse Events Associated With Immune Checkpoint Inhibitors for Treatment of Non-Small Cell Lung Cancer</article-title>. <source>JAMA Oncol</source> (<year>2020</year>) <volume>6</volume>(<issue>12</issue>):<page-range>1952&#x2013;6</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1001/jamaoncol.2020.5012</pub-id>
</citation>
</ref>
<ref id="B13">
<label>13</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhou</surname> <given-names>X</given-names>
</name>
<name>
<surname>Yao</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>H</given-names>
</name>
<name>
<surname>Liang</surname> <given-names>N</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>F</given-names>
</name>
</person-group>. <article-title>Are Immune-Related Adverse Events Associated With the Efficacy of Immune Checkpoint Inhibitors in Patients With Cancer? A Systematic Review and Meta-Analysis</article-title>. <source>BMC Med</source> (<year>2020</year>) <volume>18</volume>(<issue>1</issue>):<fpage>87</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12916-020-01549-2</pub-id>
</citation>
</ref>
<ref id="B14">
<label>14</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Iwai</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Ishida</surname> <given-names>M</given-names>
</name>
<name>
<surname>Tanaka</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Okazaki</surname> <given-names>T</given-names>
</name>
<name>
<surname>Honjo</surname> <given-names>T</given-names>
</name>
<name>
<surname>Minato</surname> <given-names>N</given-names>
</name>
</person-group>. <article-title>Involvement of PD-L1 on Tumor Cells in the Escape From Host Immune System and Tumor Immunotherapy by PD-L1 Blockade</article-title>. <source>Proc Natl Acad Sci USA</source> (<year>2002</year>) <volume>99</volume>:<page-range>12293&#x2013;7</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1073/pnas.192461099</pub-id>
</citation>
</ref>
<ref id="B15">
<label>15</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Indini</surname> <given-names>A</given-names>
</name>
<name>
<surname>Di Guardo</surname> <given-names>L</given-names>
</name>
<name>
<surname>Cimminiello</surname> <given-names>C</given-names>
</name>
<name>
<surname>Prisciandaro</surname> <given-names>M</given-names>
</name>
<name>
<surname>Randon</surname> <given-names>G</given-names>
</name>
<name>
<surname>De Braud</surname> <given-names>F</given-names>
</name>
<etal/>
</person-group>. <article-title>Immune-Related Adverse Events Correlate With Improved Survival in&#xa0;Patients Undergoing Anti-PD1 Immunotherapy for Metastatic Melanoma</article-title>. <source>J Cancer Res Clin Oncol</source> (<year>2019</year>) <volume>145</volume>(<issue>2</issue>):<page-range>511&#x2013;21</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00432-018-2819-x</pub-id>
</citation>
</ref>
<ref id="B16">
<label>16</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Owen</surname> <given-names>DH</given-names>
</name>
<name>
<surname>Wei</surname> <given-names>L</given-names>
</name>
<name>
<surname>Bertino</surname> <given-names>EM</given-names>
</name>
<name>
<surname>Edd</surname> <given-names>T</given-names>
</name>
<name>
<surname>Villalona-Calero</surname> <given-names>MA</given-names>
</name>
<name>
<surname>He</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>Incidence, Risk Factors, and Effect on Survival of Immune Related Adverse Events in Patients With Non&#x2013;Small-Cell Lung Cancer</article-title>. <source>Clin Lung Cancer</source> (<year>2018</year>) <volume>19</volume>(<issue>6</issue>):<page-range>e893&#x2013;900</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cllc.2018.08.008</pub-id>
</citation>
</ref>
<ref id="B17">
<label>17</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Okada</surname> <given-names>N</given-names>
</name>
<name>
<surname>Kawazoe</surname> <given-names>H</given-names>
</name>
<name>
<surname>Takechi</surname> <given-names>K</given-names>
</name>
<name>
<surname>Matsudate</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Utsunomiya</surname> <given-names>R</given-names>
</name>
<name>
<surname>Zamami</surname> <given-names>Y</given-names>
</name>
<etal/>
</person-group>. <article-title>Association Between Immune-Related Adverse Events and Clinical Efficacy in Patients With Melanoma Treated With Nivolumab: A Multicenter Retrospective Study</article-title>. <source>Clin Ther</source> (<year>2019</year>) <volume>41</volume>(<issue>1</issue>):<fpage>59</fpage>&#x2013;<lpage>67</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.clinthera.2018.11.004</pub-id>
</citation>
</ref>
<ref id="B18">
<label>18</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Verzoni</surname> <given-names>E</given-names>
</name>
<name>
<surname>Carteni</surname> <given-names>G</given-names>
</name>
<name>
<surname>Cortesi</surname> <given-names>E</given-names>
</name>
<name>
<surname>Giannarelli</surname> <given-names>D</given-names>
</name>
<name>
<surname>De Giglio</surname> <given-names>A</given-names>
</name>
<name>
<surname>Sabbatini</surname> <given-names>R</given-names>
</name>
<etal/>
</person-group>. <article-title>Real-World Efficacy and Safety of Nivolumab in Previously-Treated Metastatic Renal Cell Carcinoma, and Association Between Immune-Related Adverse Events and Survival: The Italian Expanded Access Program</article-title>. <source>Cancer Sci</source> (<year>2019</year>) <volume>7</volume>(<issue>1</issue>):<fpage>99</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s40425-019-0579-z</pub-id>
</citation>
</ref>
<ref id="B19">
<label>19</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Faje</surname> <given-names>AT</given-names>
</name>
<name>
<surname>Lawrence</surname> <given-names>D</given-names>
</name>
<name>
<surname>Flaherty</surname> <given-names>K</given-names>
</name>
<name>
<surname>Freedman</surname> <given-names>C</given-names>
</name>
<name>
<surname>Fadden</surname> <given-names>R</given-names>
</name>
<name>
<surname>Rubin</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>High-Dose Glucocorticoids for the Treatment of Ipilimumabinduced Hypophysitis Is Associated With Reduced Survival in Patients With Melanoma</article-title>. <source>Cancer</source> (<year>2018</year>) <volume>124</volume>(<issue>18</issue>):<page-range>3706&#x2013;14</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/cncr.31629</pub-id>
</citation>
</ref>
<ref id="B20">
<label>20</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Freeman-Keller</surname> <given-names>M</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Cronin</surname> <given-names>H</given-names>
</name>
<name>
<surname>Richards</surname> <given-names>A</given-names>
</name>
<name>
<surname>Gibney</surname> <given-names>G</given-names>
</name>
<name>
<surname>Weber</surname> <given-names>JS</given-names>
</name>
</person-group>. <article-title>Nivolumab in Resected and Unresectable Metastatic Melanoma: Characteristics of Immune-Related Adverse Events and Association With Outcomes</article-title>. <source>Clin Cancer Res</source> (<year>2016</year>) <volume>22</volume>(<issue>4</issue>):<page-range>886&#x2013;94</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/1078-0432.CCR-15-1136</pub-id>
</citation>
</ref>
<ref id="B21">
<label>21</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Haratani</surname> <given-names>K</given-names>
</name>
<name>
<surname>Hayashi</surname> <given-names>H</given-names>
</name>
<name>
<surname>Chiba</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Kudo</surname> <given-names>K</given-names>
</name>
<name>
<surname>Yonesaka</surname> <given-names>K</given-names>
</name>
<name>
<surname>Kato</surname> <given-names>R</given-names>
</name>
<etal/>
</person-group>. <article-title>Association of Immune-Related Adverse Events With Nivolumab Efficacy in Non-Small Cell Lung Cancer</article-title>. <source>JAMA Oncol</source> (<year>2018</year>) <volume>4</volume>(<issue>3</issue>):<page-range>374&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1001/jamaoncol.2017.2925</pub-id>
</citation>
</ref>
<ref id="B22">
<label>22</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname> <given-names>HI</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>M</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>SH</given-names>
</name>
<name>
<surname>Park</surname> <given-names>SY</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>YN</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>Development of Thyroid Dysfunction is Associated With Clinical Response to PD-1 Blockade Treatment in Patients With Advanced Non-Small Cell Lung Cancer</article-title>. <source>Oncoimmunology</source> (<year>2017</year>) <volume>7</volume>(<issue>1</issue>):<elocation-id>e1375642</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/2162402X.2017.1375642</pub-id>
</citation>
</ref>
<ref id="B23">
<label>23</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Osorio</surname> <given-names>JC</given-names>
</name>
<name>
<surname>Ni</surname> <given-names>A</given-names>
</name>
<name>
<surname>Chaft</surname> <given-names>JE</given-names>
</name>
<name>
<surname>Pollina</surname> <given-names>R</given-names>
</name>
<name>
<surname>Kasler</surname> <given-names>MK</given-names>
</name>
<name>
<surname>Stephens</surname> <given-names>D</given-names>
</name>
<etal/>
</person-group>. <article-title>Antibody-Mediated Thyroid Dysfunction During T-Cell Checkpoint Blockade in Patients With Non-Smallcell Lung Cancer</article-title>. <source>Ann Oncol</source> (<year>2017</year>) <volume>28</volume>(<issue>3</issue>):<page-range>583&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/annonc/mdw640</pub-id>
</citation>
</ref>
<ref id="B24">
<label>24</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yamauchi</surname> <given-names>I</given-names>
</name>
</person-group>. <article-title>Incidence, Features, and Prognosis of Immune-Related Adverse Events Involving the Thyroid Gland Induced by Nivolumab</article-title>. <source>Immunotherapy</source> (<year>2019</year>) <volume>14</volume>(<issue>5</issue>):<fpage>e0216954</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pone.0216954</pub-id>
</citation>
</ref>
<ref id="B25">
<label>25</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Grangeon</surname> <given-names>M</given-names>
</name>
<name>
<surname>Tomasini</surname> <given-names>P</given-names>
</name>
<name>
<surname>Chaleat</surname> <given-names>S</given-names>
</name>
<name>
<surname>Jeanson</surname> <given-names>A</given-names>
</name>
<name>
<surname>Souquet-Bressand</surname> <given-names>M</given-names>
</name>
<name>
<surname>Khobta</surname> <given-names>N</given-names>
</name>
<etal/>
</person-group>. <article-title>Association Between Immune-Related Adverse Events and Efficacy of Immune Checkpoint Inhibitors in Non-Small-Cell Lung Cancer</article-title>. <source>Clin Lung Cancer</source> (<year>2018</year>) <volume>20</volume>(<issue>3</issue>):<page-range>201&#x2013;7</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cllc.2018.10.002</pub-id>
</citation>
</ref>
<ref id="B26">
<label>26</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ricciuti</surname> <given-names>B</given-names>
</name>
<name>
<surname>Genova</surname> <given-names>C</given-names>
</name>
<name>
<surname>De Giglio</surname> <given-names>A</given-names>
</name>
<name>
<surname>Bassanelli</surname> <given-names>M</given-names>
</name>
<name>
<surname>Dal Bello</surname> <given-names>MG</given-names>
</name>
<name>
<surname>Metro</surname> <given-names>G</given-names>
</name>
<etal/>
</person-group>. <article-title>Impact of Immune-Related Adverse Events on Survival in Patients With Advanced Non-Small Cell Lung Cancer Treated With Nivolumab: Long-Term Outcomes From a Multi-Institutional Analysis</article-title>. <source>J Cancer Res Clin Oncol</source> (<year>2019</year>) <volume>145</volume>(<issue>2</issue>):<page-range>479&#x2013;85</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00432-018-2805-3</pub-id>
</citation>
</ref>
<ref id="B27">
<label>27</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lei</surname> <given-names>M</given-names>
</name>
<name>
<surname>Michael</surname> <given-names>A</given-names>
</name>
<name>
<surname>Patel</surname> <given-names>S</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>D</given-names>
</name>
</person-group>. <article-title>Evaluation of the Impact of Thyroiditis Development in Patients Receiving Immunotherapy With Programmed Cell Death-1 Inhibitors</article-title>. <source>J Oncol Pharm Pract</source> (<year>2019</year>) <volume>25</volume>(<issue>6</issue>):<page-range>1402&#x2013;11</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1177/1078155219829813</pub-id>
</citation>
</ref>
<ref id="B28">
<label>28</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ishihara</surname> <given-names>H</given-names>
</name>
<name>
<surname>Takagi</surname> <given-names>T</given-names>
</name>
<name>
<surname>Kondo</surname> <given-names>T</given-names>
</name>
<name>
<surname>Homma</surname> <given-names>C</given-names>
</name>
<name>
<surname>Tachibana</surname> <given-names>H</given-names>
</name>
<name>
<surname>Fukuda</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>Association Between Immune-Related Adverse Events and Prognosis in Patients With Metastatic Renal Cell Carcinoma Treated With Nivolumab</article-title>. <source>Urol Oncol</source> (<year>2019</year>) <volume>37</volume>(<issue>6</issue>):<page-range>355.e21&#x2013;.e29</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.urolonc.2019.03.003</pub-id>
</citation>
</ref>
<ref id="B29">
<label>29</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Toi</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Sugawara</surname> <given-names>S</given-names>
</name>
<name>
<surname>Sugisaka</surname> <given-names>J</given-names>
</name>
<name>
<surname>Ono</surname> <given-names>H</given-names>
</name>
<name>
<surname>Kawashima</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Aiba</surname> <given-names>T</given-names>
</name>
<etal/>
</person-group>. <article-title>Profiling Preexisting Antibodies in Patients Treated With Anti-PD-1 Therapy for Advanced Non-Small Cell Lung Cancer</article-title>. <source>JAMA Oncol</source> (<year>2018</year>) <volume>5</volume>(<issue>3</issue>):<page-range>376&#x2013;83</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1001/jamaoncol.2018.5860</pub-id>
</citation>
</ref>
<ref id="B30">
<label>30</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cortellini</surname> <given-names>A</given-names>
</name>
<name>
<surname>Chiari</surname> <given-names>R</given-names>
</name>
<name>
<surname>Ricciuti</surname> <given-names>B</given-names>
</name>
<name>
<surname>Metro</surname> <given-names>G</given-names>
</name>
<name>
<surname>Perrone</surname> <given-names>F</given-names>
</name>
<name>
<surname>Tiseo</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Correlations Between the Immune-Related Adverse Events Spectrum and Efficacy of Anti-PD1 Immunotherapy in NSCLC Patients</article-title>. <source>Eurasian J Med</source> (<year>2019</year>) <volume>20</volume>(<issue>4</issue>):<page-range>237&#x2013;47</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cllc.2019.02.006</pub-id>
</citation>
</ref>
<ref id="B31">
<label>31</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Berner</surname> <given-names>F</given-names>
</name>
<name>
<surname>Bomze</surname> <given-names>D</given-names>
</name>
<name>
<surname>Diem</surname> <given-names>S</given-names>
</name>
<name>
<surname>Ali</surname> <given-names>OH</given-names>
</name>
<name>
<surname>Fassler</surname> <given-names>M</given-names>
</name>
<name>
<surname>Ring</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Association of Checkpoint Inhibitorinduced Toxic Effects With Shared Cancer and Tissue Antigens in Non-Small Cell Lung Cancer</article-title>. <source>JAMA Oncol</source> (<year>2019</year>) <volume>5</volume>(<issue>7</issue>):<page-range>1043&#x2013;47</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1001/jamaoncol.2019.0402</pub-id>
</citation>
</ref>
<ref id="B32">
<label>32</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ahn</surname> <given-names>BC</given-names>
</name>
<name>
<surname>Pyo</surname> <given-names>KH</given-names>
</name>
<name>
<surname>Xin</surname> <given-names>CF</given-names>
</name>
<name>
<surname>Jung</surname> <given-names>D</given-names>
</name>
<name>
<surname>Shim</surname> <given-names>HS</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>CY</given-names>
</name>
<etal/>
</person-group>. <article-title>Comprehensive Analysis of the Characteristics and Treatment Outcomes of Patients With Non-Small Cell Lung Cancer Treated With Anti-PD-1 Therapy in Real-World Practice</article-title>. <source>J Cancer Res Clin Oncol</source> (<year>2019</year>) <volume>145</volume>(<issue>6</issue>):<page-range>1613&#x2013;23</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00432-019-02899-y</pub-id>
</citation>
</ref>
<ref id="B33">
<label>33</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nakamura</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Tanaka</surname> <given-names>R</given-names>
</name>
<name>
<surname>Asami</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Teramoto</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Imamura</surname> <given-names>T</given-names>
</name>
<name>
<surname>Sato</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Correlation Between Vitiligo Occurrence and Clinical Benefit in Advanced Melanoma Patients Treated With Nivolumab: A Multi-Institutional Retrospective Study</article-title>. <source>J Dermatol</source> (<year>2017</year>) <volume>44</volume>(<issue>2</issue>):<page-range>117&#x2013;22</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/1346-8138.13520</pub-id>
</citation>
</ref>
<ref id="B34">
<label>34</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Judd</surname> <given-names>J</given-names>
</name>
<name>
<surname>Zibelman</surname> <given-names>M</given-names>
</name>
<name>
<surname>Handorf</surname> <given-names>E</given-names>
</name>
<name>
<surname>O&#x2019;Neill</surname> <given-names>J</given-names>
</name>
<name>
<surname>Ramamurthy</surname> <given-names>C</given-names>
</name>
<name>
<surname>Bentota</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Immune-Related Adverse Events as a Biomarker in Non-Melanoma Patients Treated With Programmed Cell Death 1 Inhibitors</article-title>. <source>Oncologist</source> (<year>2017</year>) <volume>22</volume>(<issue>10</issue>):<page-range>1232&#x2013;7</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1634/theoncologist.2017-0133</pub-id>
</citation>
</ref>
<ref id="B35">
<label>35</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ksienski</surname> <given-names>D</given-names>
</name>
<name>
<surname>Wai</surname> <given-names>ES</given-names>
</name>
<name>
<surname>Croteau</surname> <given-names>N</given-names>
</name>
<name>
<surname>Fiorino</surname> <given-names>L</given-names>
</name>
<name>
<surname>Brooks</surname> <given-names>E</given-names>
</name>
<name>
<surname>Poonja</surname> <given-names>Z</given-names>
</name>
<etal/>
</person-group>. <article-title>Efficacy of Nivolumab and Pembrolizumab in Patients With Advanced Non&#x2013;Small-Cell Lung Cancer Needing Treatment Interruption Because of Adverse Events: A Retrospective Multicenter Analysis</article-title>. <source>Clin Lung Cancer</source> (<year>2019</year>) <volume>20</volume>(<issue>1</issue>):<fpage>e97</fpage>&#x2013;<lpage>e106</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cllc.2018.09.005</pub-id>
</citation>
</ref>
<ref id="B36">
<label>36</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rogado</surname> <given-names>J</given-names>
</name>
<name>
<surname>S&#xe1;nchez-Torres</surname> <given-names>JM</given-names>
</name>
<name>
<surname>Romero-Laorden</surname> <given-names>N</given-names>
</name>
<name>
<surname>Ballesteros</surname> <given-names>AI</given-names>
</name>
<name>
<surname>Pacheco- Barcia</surname> <given-names>V</given-names>
</name>
<name>
<surname>Ramos-Lev&#xed;</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Immune-Related Adverse Events Predict the Therapeutic Efficacy of Anti&#x2013;PD-1 Antibodies in Cancer Patients</article-title>. <source>Eur J Cancer</source> (<year>2019</year>) <volume>109</volume>:<page-range>21&#x2013;7</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ejca.2018.10.014</pub-id>
</citation>
</ref>
<ref id="B37">
<label>37</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lesueur</surname> <given-names>P</given-names>
</name>
<name>
<surname>Escande</surname> <given-names>A</given-names>
</name>
<name>
<surname>Thariat</surname> <given-names>J</given-names>
</name>
<name>
<surname>Vauleon</surname> <given-names>E</given-names>
</name>
<name>
<surname>Monnet</surname> <given-names>I</given-names>
</name>
<name>
<surname>Cortot</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Safety of Combined PD-1 Pathway Inhibition and Radiation Therapy for Non-Small-Cell Lung Cancer: A Multicentric Retrospective Study From the GFPC</article-title>. <source>Cancer Med</source> (<year>2018</year>) <volume>7</volume>(<issue>11</issue>):<page-range>5505&#x2013;13</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/cam4.1825</pub-id>
</citation>
</ref>
<ref id="B38">
<label>38</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lisberg</surname> <given-names>A</given-names>
</name>
<name>
<surname>Tucker</surname> <given-names>DA</given-names>
</name>
<name>
<surname>Goldman</surname> <given-names>JW</given-names>
</name>
<name>
<surname>Wolf</surname> <given-names>B</given-names>
</name>
<name>
<surname>Carroll</surname> <given-names>J</given-names>
</name>
<name>
<surname>Hardy</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Treatment-Related Adverse Events Predict Improved Clinical Outcome in NSCLC Patients on KEYNOTE-001 at a Single Center</article-title>. <source>Cancer Immunol Res</source> (<year>2018</year>) <volume>6</volume>(<issue>3</issue>):<page-range>288&#x2013;94</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/2326-6066.CIR-17-0063</pub-id>
</citation>
</ref>
<ref id="B39">
<label>39</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bj&#xf8;rnhart</surname> <given-names>B</given-names>
</name>
<name>
<surname>Hansen</surname> <given-names>KH</given-names>
</name>
<name>
<surname>J&#xf8;rgensen</surname> <given-names>TL</given-names>
</name>
<name>
<surname>Herrstedt</surname> <given-names>J</given-names>
</name>
<name>
<surname>Schytte</surname> <given-names>T</given-names>
</name>
</person-group>. <article-title>Efficacy and Safety of Immune Checkpoint Inhibitors in a Danish Real Life Non-Small Cell Lung Cancer Population: A Retrospective Cohort Study</article-title>. <source>Acta Oncol</source> (<year>2019</year>) <volume>58</volume>(<issue>7</issue>):<page-range>953&#x2013;61</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/0284186X.2019.1615636</pub-id>
</citation>
</ref>
<ref id="B40">
<label>40</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lang</surname> <given-names>N</given-names>
</name>
<name>
<surname>Dick</surname> <given-names>J</given-names>
</name>
<name>
<surname>Slynko</surname> <given-names>A</given-names>
</name>
<name>
<surname>Schulz</surname> <given-names>C</given-names>
</name>
<name>
<surname>Dimitrakopoulou-Strauss</surname> <given-names>A</given-names>
</name>
<name>
<surname>Sachpekidis</surname> <given-names>C</given-names>
</name>
<etal/>
</person-group>. <article-title>Clinical Significance of Signs of Autoimmune Colitis in (18)F-Fluorodeoxyglucose Positron Emission Tomography-Computed Tomography of 100 Stage-IV Melanoma Patients</article-title>. <source>Immunotherapy</source> (<year>2019</year>) <volume>11</volume>(<issue>8</issue>):<page-range>667&#x2013;76</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.2217/imt-2018-0146</pub-id>
</citation>
</ref>
<ref id="B41">
<label>41</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fujimoto</surname> <given-names>D</given-names>
</name>
<name>
<surname>Yoshioka</surname> <given-names>H</given-names>
</name>
<name>
<surname>Kataoka</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Morimoto</surname> <given-names>T</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>YH</given-names>
</name>
<name>
<surname>Tomii</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>Efficacy and Safety of Nivolumab in Previously Treated Patients With Non-Small Cell Lung Cancer: A Multicenter Retrospective Cohort Study</article-title>. <source>Lung Cancer</source> (<year>2018</year>) <volume>119</volume>:<fpage>14</fpage>&#x2013;<lpage>20</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.lungcan.2018.02.017</pub-id>
</citation>
</ref>
<ref id="B42">
<label>42</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sato</surname> <given-names>K</given-names>
</name>
<name>
<surname>Akamatsu</surname> <given-names>H</given-names>
</name>
<name>
<surname>Murakami</surname> <given-names>E</given-names>
</name>
<name>
<surname>Sasaki</surname> <given-names>S</given-names>
</name>
<name>
<surname>Kanai</surname> <given-names>K</given-names>
</name>
<name>
<surname>Hayata</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Correlation Between Immune-Related Adverse Events and Efficacy in Non-Small Cell Lung Cancer Treated With Nivolumab</article-title>. <source>Lung Cancer</source> (<year>2018</year>) <volume>115</volume>:<page-range>71&#x2013;4</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.lungcan.2017.11.019</pub-id>
</citation>
</ref>
<ref id="B43">
<label>43</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sanlorenzo</surname> <given-names>M</given-names>
</name>
<name>
<surname>Vujic</surname> <given-names>I</given-names>
</name>
<name>
<surname>Daud</surname> <given-names>A</given-names>
</name>
<name>
<surname>Algazi</surname> <given-names>A</given-names>
</name>
<name>
<surname>Gubens</surname> <given-names>M</given-names>
</name>
<name>
<surname>Luna</surname> <given-names>SA</given-names>
</name>
<etal/>
</person-group>. <article-title>Pembrolizumab Cutaneous Adverse Events and Their Association With Disease Progression</article-title>. <source>JAMA Dermatol</source> (<year>2015</year>) <volume>151</volume>(<issue>11</issue>):<page-range>1206&#x2013;12</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1001/jamadermatol.2015.1916</pub-id>
</citation>
</ref>
<ref id="B44">
<label>44</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>de Moel</surname> <given-names>EC</given-names>
</name>
<name>
<surname>Rozeman</surname> <given-names>EA</given-names>
</name>
<name>
<surname>Kapiteijn</surname> <given-names>EH</given-names>
</name>
<name>
<surname>Verdegaal</surname> <given-names>EME</given-names>
</name>
<name>
<surname>Grummels</surname> <given-names>A</given-names>
</name>
<name>
<surname>Bakker</surname> <given-names>JA</given-names>
</name>
</person-group>. <article-title>Autoantibody Development Under Treatment With Immune-Checkpoint Inhibitors</article-title>. <source>Cancer Immunol Res</source> (<year>2019</year>) <volume>7</volume>(<issue>1</issue>):<fpage>6</fpage>&#x2013;<lpage>11</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/2326-6066.CIR-18-0245</pub-id>
</citation>
</ref>
<ref id="B45">
<label>45</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Weber</surname> <given-names>JS</given-names>
</name>
<name>
<surname>Hodi</surname> <given-names>FS</given-names>
</name>
<name>
<surname>Wolchok</surname> <given-names>JD</given-names>
</name>
<name>
<surname>Topalian</surname> <given-names>SL</given-names>
</name>
<name>
<surname>Schadendorf</surname> <given-names>D</given-names>
</name>
<name>
<surname>Larkin</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Safety Profile of Nivolumab Monotherapy: A Pooled Analysis of Patients With Advanced Melanoma</article-title>. <source>J Clin Oncol</source> (<year>2017</year>) <volume>35</volume>(<issue>7</issue>):<page-range>785&#x2013;92</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1200/JCO.2015.66.1389</pub-id>
</citation>
</ref>
<ref id="B46">
<label>46</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Horvat</surname> <given-names>TZ</given-names>
</name>
<name>
<surname>Adel</surname> <given-names>NG</given-names>
</name>
<name>
<surname>Dang</surname> <given-names>TO</given-names>
</name>
<name>
<surname>Momtaz</surname> <given-names>P</given-names>
</name>
<name>
<surname>Postow</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Callahan</surname> <given-names>MK</given-names>
</name>
<etal/>
</person-group>. <article-title>Immune-Related Adverse Events, Need for Systemic Immunosuppression, and Effects on Survival and Time to Treatment Failure in Patients With Melanoma Treated With Ipilimumab at Memorial Sloan Kettering Cancer Center</article-title>. <source>J Clin Oncol</source> (<year>2015</year>) <volume>33</volume>(<issue>28</issue>):<page-range>3193&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1200/JCO.2015.60.8448</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>