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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Endocrinol.</journal-id>
<journal-title>Frontiers in Endocrinology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Endocrinol.</abbrev-journal-title>
<issn pub-type="epub">1664-2392</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fendo.2025.1620718</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Endocrinology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Correlation between different levels of thyroid autoantibodies and immune checkpoint inhibitor-associated thyroid dysfunction</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Jiao</surname>
<given-names>Yanyan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xu</surname>
<given-names>Meihua</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Rao</surname>
<given-names>Xiaopang</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/2711159/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Nursing, People&#x2019;s Hospital of Chengyang District</institution>, <addr-line>Qingdao, Shandong</addr-line>,&#xa0;<country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Endocrinology, People&#x2019;s Hospital of Chengyang District</institution>, <addr-line>Qingdao, Shandong</addr-line>,&#xa0;<country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Poupak Fallahi, University of Pisa, Italy</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Dmitry Aleksandrovich Zinovkin, Gomel State Medical University, Belarus</p>
<p>Javier Ismael Altamirano Garc&#xed;a, National Institute of Medical Sciences and Nutrition Salvador Zubir&#xe1;n, Mexico</p>
<p>Victor Valsecchi, Federal University of S&#xe3;o Paulo, Brazil</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Xiaopang Rao, <email xlink:href="mailto:docrxp@126.com">docrxp@126.com</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>13</day>
<month>08</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1620718</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>04</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>28</day>
<month>07</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Jiao, Xu and Rao.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Jiao, Xu and Rao</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Background</title>
<p>To investigate the correlation between thyroid immune-related adverse events (irAEs) and thyroid autoantibodies in cancer patients treated with immune checkpoint inhibitors (ICIs).</p>
</sec>
<sec>
<title>Methods</title>
<p>A retrospective analysis was conducted on 316 cancer patients (139 females, 177 males; median age 64.0 [56.0&#x2013;71.0] years) treated at Qingdao Chengyang District People&#x2019;s Hospital from January 2018 to December 2023. Patients were divided into a euthyroid group (<italic>n</italic> = 158) and a thyroid irAEs group (<italic>n</italic> = 158) based on the occurrence of thyroid dysfunction post-ICI therapy. The researchers received at least one treatment with ICIs, and after the initial treatment, they underwent at least one or more tests for thyroid hormone levels, TPOAb, TRAb, and TgAb, with an interval of 4 weeks or more for each test. Thyroid hormone levels and autoantibodies (TPOAb, TRAb, TgAb) were measured. Clinical characteristics and baseline thyroid autoantibodies were evaluated for their association with thyroid irAEs.</p>
</sec>
<sec>
<title>Results</title>
<p>Thyroid irAEs included subclinical thyrotoxicosis (19.94%, <italic>n</italic> = 63), clinical thyrotoxicosis (2.53%, <italic>n</italic> = 8), subclinical hypothyroidism (6.01%, <italic>n</italic> = 19), and clinical hypothyroidism (21.52%, <italic>n</italic> = 68). Baseline thyroid autoantibodies were positive in 28.48% (<italic>n</italic> = 45) of the irAEs group versus 5.70% (n = 9) in the euthyroid group (<italic>P</italic> &lt; 0.001). Post-ICI treatment, the thyrotoxicosis group exhibited higher TRAb titers but lower TPOAb titers and TSH levels compared to the hypothyroidism group (<italic>P</italic> &lt; 0.05). Logistic regression identified pre-treatment TRAb positivity (<italic>OR</italic>=6.927, 95% <italic>CI</italic>: 1.817&#x2013;32.724, <italic>P</italic>=0.002) and TPOAb positivity (<italic>OR</italic> = 7.128, 95% <italic>CI</italic>: 1.877&#x2013;37.225, <italic>P</italic> = 0.001) as risk factors for thyroid irAEs.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Patients with malignant tumors who had high levels of TPOAb and/or TRAb before treatment were more likely to develop thyroid immune-related adverse events (irAEs) after treatment. The importance of screening for baseline thyroid autoantibodies in predicting thyroid irAEs needs to be clearly understood, and close monitoring and notification to patients should be carried out, along with prior intervention.</p>
</sec>
</abstract>
<kwd-group>
<kwd>neoplasms</kwd>
<kwd>thyroid gland</kwd>
<kwd>immune checkpoint inhibitors</kwd>
<kwd>immune-related adverse events</kwd>
<kwd>anti-thyroid peroxidase antibody</kwd>
<kwd>thyrotropin receptor antibody</kwd>
<kwd>anti-thyroglobulin antibody</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="25"/>
<page-count count="7"/>
<word-count count="2919"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Thyroid Endocrinology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>In recent years, cancer immunotherapy, particularly immune checkpoint inhibitors (ICIs), has emerged as a breakthrough treatment for malignancies. ICIs target cytotoxic T-lymphocyte-associated antigen-4 (CTLA-4) or programmed cell death-1 (PD-1)/programmed cell death-ligand 1 (PD-L1) pathways to disrupt tumor immune evasion (<xref ref-type="bibr" rid="B1">1</xref>). While ICIs are generally well-tolerated, they can induce immune-related adverse events (irAEs) affecting the gastrointestinal tract, endocrine system, skin, and other organs (<xref ref-type="bibr" rid="B2">2</xref>). Endocrine irAEs frequently involve thyroid dysfunction (including hypothyroidism with or without transient thyrotoxicosis), occurring in 40% of patients (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>). Combination PD-1/CTLA-4 inhibitors pose the highest risk, followed by PD-1 inhibitors alone (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>).</p>
<p>Thyroid autoantibodies&#x2014;anti-thyroid peroxidase antibody (TPOAb), thyrotropin receptor antibody (TRAb), and anti-thyroglobulin antibody (TgAb)&#x2014;have shown inconsistent associations with thyroid irAEs. Some studies suggest TPOAb/TgAb positivity predicts ICI-related thyroid dysfunction (<xref ref-type="bibr" rid="B6">6</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>), while others report no correlation (<xref ref-type="bibr" rid="B10">10</xref>). Notably, TRAb&#x2019;s role remains unexplored (<xref ref-type="bibr" rid="B11">11</xref>). To understand whether the occurrence of thyroid irAEs in tumor patients after ICI treatment is related to the patients&#x2019; baseline thyroid antibodies, this study investigates the relationship between thyroid autoantibodies and irAEs post-ICI therapy, providing a theoretical basis for clinical intervention. In order to understand whether the occurrence of thyroid immune-related adverse events (irAEs) in tumor patients after using immune checkpoint inhibitors (ICIs) is related to their baseline thyroid antibodies, this study explored the correlation between the occurrence of thyroid irAEs in tumor patients after using ICIs and the levels of thyroid autoantibodies, in order to provide a theoretical basis for intervention treatment.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Study population</title>
<p>Patients (<italic>n</italic> = 316) treated with ICIs (Tislelizumab, Pembroliumab, and Xindiliumab) at Qingdao Chengyang District People&#x2019;s Hospital (2018&#x2013;2023) were retrospectively analyzed. Based on thyroid irAEs post-ICI, they were stratified into euthyroid and irAEs groups, with the latter further subclassified into thyrotoxicosis (subclinical/clinical) and hypothyroidism (subclinical/clinical). The required sample size was estimated using Kendall&#x2019;s rule (10 times the variable count). With 20 variables, the baseline sample size was 200; after a 10% buffer for invalid responses, the final target was &#x2265; 220 cases. Therefore, the inclusion of 316 participants was sufficient for the sample size. Inclusion criteria: The investigator received at least 1 ICIs treatment, and at least 2 or more thyroid hormone levels and TPOAb, TRAb and TgAb tests after initial treatment, with an interval of more than 2 weeks between each test. Exclusion criteria: Prior ICI use, pre-existing thyroid dysfunction, central hypothyroidism, incomplete data, or confounding factors (e.g., tyrosine kinase inhibitors, non-thyroidal illness syndrome, radiation thyroiditis). Ethical approval was obtained (No. 2023100812); informed consent was waived for retrospective data.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Methods</title>
<sec id="s2_2_1">
<label>2.2.1</label>
<title>Data collection</title>
<p>Demographics, ICI type, tumor type, and thyroid function tests, including free thyroxine (FT4), reference range 12.0-22.0pmol/l, free triiodothyronine (FT3), reference range 3.5-6.8pmol/l, thyroid-stimulating hormone (TSH), reference range 0.4-4.2uIU/ml, Thyroid stimulating hormone receptor antibody (TRAb), reference range0-1.75IU/L, anti-thyroid peroxidase antibody (TPOAb), reference range 0&#x2013;34 IU/ml, anti-thyroglobulin antibody (TgAb), reference range 0&#x2013;115 IU/ml, were recorded. Thyroid function was monitored every 4 weeks (every 2 weeks if abnormal).</p>
</sec>
<sec id="s2_2_2">
<label>2.2.2</label>
<title>Diagnostic criteria</title>
<p>To minimize selection bias, case allocation followed these three principles (<xref ref-type="bibr" rid="B12">12</xref>) (1): At least 50 patient cases were collected annually (2); Cases were evenly distributed across each quarter of the year (3); Monthly case contributions accounted for no less than 10% of the total. Patient selection flowchart: Eligible cancer patients were those who received immune checkpoint inhibitor (ICI) therapy. Methods for Assessing Thyroid Function and Severity of Thyroid Injury: According to relevant guidelines for the diagnosis and treatment of thyroid diseases, thyroid injury is classified into the following five categories (1): Thyrotoxicosis: Elevated FT3 (normal reference range: 3.5&#x2013;6.8 pmol/L) and/or elevated FT4 (normal reference range: 12.0&#x2013;22.0 pmol/L), with decreased TSH (normal reference range: 0.4&#x2013;4.2 &#x3bc;IU/mL) (2). Hypothyroidism: FT3 and/or FT4 below the normal reference range, with TSH above the normal reference range (3). Subclinical thyrotoxicosis or subclinical hypothyroidism**: FT3 and FT4 within the normal reference range, with TSH below or above the normal reference range (4). Antibody-positive euthyroidism: Normal TSH, FT3, and FT4, with positive TPOAb (normal range: 0&#x2013;34 IU/mL) and/or positive TgAb (normal range: 0&#x2013;115 IU/mL) and/or positive TRAb (normal range: 0&#x2013;1.75 IU/L) (5). Normal thyroid function: All parameters (TSH, FT3, FT4, and thyroid antibodies) within their respective normal reference ranges (<xref ref-type="bibr" rid="B13">13</xref>). The inclusion criteria required: Baseline thyroid function tests, including antibody assessment; At least one post-treatment thyroid function evaluation; Complete collection of essential demographic and clinical data. Thyrotoxicosis: Subclinical: TSH &lt; lower limit of normal (LLN), normal FT4/FT3. Clinical: TSH &lt; LLN, elevated FT4/FT3. Hypothyroidism: Subclinical: TSH &gt; upper limit of normal (ULN), normal FT4. Clinical: TSH &gt; ULN, FT4 &lt; LLN.</p>
</sec>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Statistical analysis</title>
<p>Statistical analyses were performed using SPSS 27.0 (IBM Corp.). Continuous variables were assessed for normality using Shapiro-Wilk tests. Normally distributed data were presented as mean &#xb1; standard deviation (<italic>SD</italic>) and compared using Student&#x2019;s t-test, while non-normally distributed data were expressed as median (interquartile range, Q1-Q3) and analyzed with Mann-Whitney U test. Categorical variables were compared using <italic>&#x3c7;</italic>
<sup>2</sup> test or Fisher&#x2019;s exact test, as appropriate. To address potential type I error inflation in multiple comparisons, we applied Bonferroni correction when appropriate, with adjusted <italic>P</italic>-values reported for primary outcomes. Binary logistic regression analysis was conducted to identify independent risk factors for immune-related adverse events (irAEs), incorporating clinically relevant covariates and variables showing <italic>P</italic> &lt; 0.10 in univariate analyses. Model assumptions were verified including absence of multicollinearity (variance inflation factors &lt; 5) and adequate goodness-of-fit (Hosmer-Lemeshow test <italic>P</italic> &gt; 0.05). A two-tailed <italic>P</italic>-value &lt; 0.05 was considered statistically significant, except where multiple comparison adjustments were applied.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Clinical characteristics</title>
<p>
<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref> presented a comparative analysis of baseline characteristics between the euthyroid group (<italic>n</italic> = 158) and the thyroid irAEs group (<italic>n</italic> = 158) in 316 cancer patients treated with immune checkpoint inhibitors (ICIs). No significant differences were observed in sex distribution (47.48% vs. 49.37% male, <italic>P</italic> = 0.282) or median age (66.0 vs. 62.5 years, <italic>P</italic> = 0.095) between groups. The majority received PD-1/PD-L1 inhibitors (100% in euthyroid vs. 92.41% in irAEs group), with combination CTLA-4/PD-1/PD-L1 therapy exclusively administered to the irAEs group (7.59%, <italic>P</italic> = 0.513 by Fisher&#x2019;s exact test). Tumor types differed significantly (<italic>P</italic> = 0.032), with lung cancer predominating in the euthyroid group (78.48% vs. 58.23%) and gynecologic cancers more frequent in the irAEs group (12.02% vs. 1.90%).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Comparison of general information between the normal thyroid function group and the thyroid irAEs group.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Variables</th>
<th valign="middle" align="left">Total (<italic>n</italic> = 316)</th>
<th valign="middle" align="left">Normal thyroid function group (<italic>n</italic> = 158)</th>
<th valign="middle" align="left">Thyroid irAES group (<italic>n</italic> = 158)</th>
<th valign="middle" align="left">
<italic>&#x3c7;&#xb2;</italic>/<italic>Z</italic> value</th>
<th valign="middle" align="left">
<italic>P</italic> value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Male [<italic>n</italic> (%)]</td>
<td valign="middle" align="left">153 (48.42)</td>
<td valign="middle" align="left">75 (47.48)</td>
<td valign="middle" align="left">78 (49.37)</td>
<td valign="middle" align="left">1.12</td>
<td valign="middle" align="left">0.282</td>
</tr>
<tr>
<td valign="middle" align="left">Age [years <italic>M</italic> (Q1, Q3)]</td>
<td valign="middle" align="left">64.0 (56.0, 71.0)</td>
<td valign="middle" align="left">66.0 (59.0, 72.3)</td>
<td valign="middle" align="left">62.5 (56.0, 71.3)</td>
<td valign="middle" align="left">-1.41</td>
<td valign="middle" align="left">0.095</td>
</tr>
<tr>
<td valign="middle" align="left">ICI type [<italic>n</italic> (%)]</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left">&#x2013;</td>
<td valign="middle" align="left">0.513</td>
</tr>
<tr>
<td valign="middle" align="left">PD-1/PD-L1 inhibitors</td>
<td valign="middle" align="left">304 (96.20)</td>
<td valign="middle" align="left">158 (100.0)</td>
<td valign="middle" align="left">146 (92.41)</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">CTLA-4 and PD-1/PD-L1 inhibitors</td>
<td valign="middle" align="left">12 (3.80)</td>
<td valign="middle" align="left">0 (0)</td>
<td valign="middle" align="left">12 (7.59)</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Tumor type [<italic>n</italic> (%)]</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left">&#x2013;</td>
<td valign="middle" align="left">0.032</td>
</tr>
<tr>
<td valign="middle" align="left">Lung cancer</td>
<td valign="middle" align="left">216 (68.35)</td>
<td valign="middle" align="left">124 (78.48)</td>
<td valign="middle" align="left">92 (58.23)</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Gastrointestinal cancer</td>
<td valign="middle" align="left">48 (15.19)</td>
<td valign="middle" align="left">20 (12.66)</td>
<td valign="middle" align="left">28 (17.72)</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Gynecologic cancer</td>
<td valign="middle" align="left">22 (6.96)</td>
<td valign="middle" align="left">3 (1.90)</td>
<td valign="middle" align="left">19 (12.02)</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Urologic cancer</td>
<td valign="middle" align="left">27 (8.54)</td>
<td valign="middle" align="left">11 (6.96)</td>
<td valign="middle" align="left">16 (10.13)</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Non-Hodgkin lymphoma</td>
<td valign="middle" align="left">3 (0.95)</td>
<td valign="middle" align="left">0 (0)</td>
<td valign="middle" align="left">3 (1.90)</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">TSH [mU/L, <italic>M</italic> (Q1, Q3)]</td>
<td valign="middle" align="left">1.59 (0.94, 2.43)</td>
<td valign="middle" align="left">1.92 (1.22, 2.94)</td>
<td valign="middle" align="left">1.40 (0.92, 2.30)</td>
<td valign="middle" align="left">-3.16</td>
<td valign="middle" align="left">0.023</td>
</tr>
<tr>
<td valign="middle" align="left">Thyroid antibody positivity [<italic>n</italic> (%)]</td>
<td valign="middle" align="left">54 (17.09)</td>
<td valign="middle" align="left">9 (5.70)</td>
<td valign="middle" align="left">45 (28.48)</td>
<td valign="middle" align="left">12.18</td>
<td valign="middle" align="left">&lt; 0.001</td>
</tr>
<tr>
<td valign="middle" align="left">TgAb +</td>
<td valign="middle" align="left">9 (2.85)</td>
<td valign="middle" align="left">3 (1.90)</td>
<td valign="middle" align="left">6 (3.80)</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">TPOAb +</td>
<td valign="middle" align="left">14 (4.43)</td>
<td valign="middle" align="left">3 (1.90)</td>
<td valign="middle" align="left">11 (6.96)</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">TRAb +</td>
<td valign="middle" align="left">2 (0.63)</td>
<td valign="middle" align="left">0</td>
<td valign="middle" align="left">2 (1.26)</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">TPOAb-TRAb +</td>
<td valign="middle" align="left">1 (0.32)</td>
<td valign="middle" align="left">0</td>
<td valign="middle" align="left">1 (0.64)</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">TgAb-TRAb +</td>
<td valign="middle" align="left">0</td>
<td valign="middle" align="left">0</td>
<td valign="middle" align="left">0</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">TPOAb-TgAb +</td>
<td valign="middle" align="left">26 (8.23)</td>
<td valign="middle" align="left">3 (1.90)</td>
<td valign="middle" align="left">23 (14.56)</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">TPOAb-TgAb-TRAb +</td>
<td valign="middle" align="left">2 (0.63)</td>
<td valign="middle" align="left">0</td>
<td valign="middle" align="left">2 (1.26)</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Thyrotoxicosis [<italic>n</italic> (%)]</td>
<td valign="middle" align="left">71 (22.46)</td>
<td valign="middle" align="left">&#x2013;</td>
<td valign="middle" align="left">71 (44.93)</td>
<td valign="middle" align="left">&#x2013;</td>
<td valign="middle" align="left">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="left">Clinical thyrotoxicosis</td>
<td valign="middle" align="left">8 (2.53)</td>
<td valign="middle" align="left">&#x2013;</td>
<td valign="middle" align="left">8 (5.06)</td>
<td valign="middle" align="left">&#x2013;</td>
<td valign="middle" align="left">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="left">Subclinical thyrotoxicosis</td>
<td valign="middle" align="left">63 (19.93)</td>
<td valign="middle" align="left">&#x2013;</td>
<td valign="middle" align="left">63 (39.87)</td>
<td valign="middle" align="left">&#x2013;</td>
<td valign="middle" align="left">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="left">Hypothyroidism [<italic>n</italic> (%)]</td>
<td valign="middle" align="left">87 (27.53)</td>
<td valign="middle" align="left">&#x2013;</td>
<td valign="middle" align="left">87 (55.06)</td>
<td valign="middle" align="left">&#x2013;</td>
<td valign="middle" align="left">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="left">Clinical hypothyroidism</td>
<td valign="middle" align="left">68 (21.52)</td>
<td valign="middle" align="left">&#x2013;</td>
<td valign="middle" align="left">68 (43.04)</td>
<td valign="middle" align="left">&#x2013;</td>
<td valign="middle" align="left">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="left">Subclinical hypothyroidism</td>
<td valign="middle" align="left">19 (6.01)</td>
<td valign="middle" align="left">&#x2013;</td>
<td valign="middle" align="left">19 (12.02)</td>
<td valign="middle" align="left">&#x2013;</td>
<td valign="middle" align="left">&#x2013;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>-: Indicates no result.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Key thyroid-related parameters revealed lower baseline TSH levels in the irAEs group (median 1.40 vs. 1.92 mU/L, <italic>P</italic> = 0.023) and markedly higher thyroid autoantibody positivity (28.48% vs. 5.70%, P&lt;0.001). Notably, combined TPOAb-TgAb positivity was prevalent in the irAEs group (14.56% vs. 1.90%). Among irAEs subtypes, hypothyroidism (55.06%) was more common than thyrotoxicosis (44.93%), with clinical hypothyroidism constituting 43.04% of cases.</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Autoantibody profiles</title>
<p>
<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref> compared thyroid hormone profiles and autoantibody levels between the thyrotoxicosis (<italic>n</italic> = 71) and hypothyroidism (<italic>n</italic> = 87) subgroups of patients who developed thyroid immune-related adverse events (irAEs) following immune checkpoint inhibitor (ICI) therapy. The data reveal distinct immunological patterns between these two manifestations of thyroid dysfunction.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Comparison of thyroid indicators between two groups.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Groups</th>
<th valign="middle" align="center">TPOAb</th>
<th valign="middle" align="center">TgAb</th>
<th valign="middle" align="center">TRAb</th>
<th valign="middle" align="center">FT3</th>
<th valign="middle" align="center">FT4</th>
<th valign="middle" align="center">TSH</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Thyrotoxicosis(<italic>n</italic>=71)</td>
<td valign="middle" align="left">11.78 &#xb1; 4.72</td>
<td valign="middle" align="left">56.23 &#xb1; 25.05</td>
<td valign="middle" align="left">2.56 &#xb1; 0.46</td>
<td valign="middle" align="left">4.25 &#xb1; 0.88</td>
<td valign="middle" align="left">15.32 &#xb1; 4.71</td>
<td valign="middle" align="left">0.11 &#xb1; 0.02</td>
</tr>
<tr>
<td valign="middle" align="left">Hypothyroidism(<italic>n</italic>=87)</td>
<td valign="middle" align="left">32.14 &#xb1; 7.97</td>
<td valign="middle" align="left">54.57 &#xb1; 26.48</td>
<td valign="middle" align="left">0.24 &#xb1; 0.12</td>
<td valign="middle" align="left">4.15 &#xb1; 1.06</td>
<td valign="middle" align="left">15.98 &#xb1; 4.08</td>
<td valign="middle" align="left">4.21 &#xb1; 1.26</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>T</italic>
</td>
<td valign="middle" align="left">6.72</td>
<td valign="middle" align="left">0.205</td>
<td valign="middle" align="left">7.934</td>
<td valign="middle" align="left">0.077</td>
<td valign="middle" align="left">1.064</td>
<td valign="middle" align="left">15.206</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>P</italic>
</td>
<td valign="middle" align="left">0.035</td>
<td valign="middle" align="left">0.815</td>
<td valign="middle" align="left">0.019</td>
<td valign="middle" align="left">0.925</td>
<td valign="middle" align="left">0.588</td>
<td valign="middle" align="left">&lt;0.001</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Patients with thyrotoxicosis demonstrated significantly lower thyroid peroxidase antibody (TPOAb) levels (11.78 &#xb1; 4.72 IU/mL vs 32.14 &#xb1; 7.97 IU/mL, <italic>P</italic> = 0.035) but markedly higher thyrotropin receptor antibody (TRAb) titers (2.56 &#xb1; 0.46 IU/L vs 0.24 &#xb1; 0.12 IU/L, <italic>P</italic> = 0.019) compared to the hypothyroidism group. These findings suggest different underlying pathophysiological mechanisms, with TRAb potentially driving the thyrotoxicosis phenotype while TPOAb predominates in hypothyroidism. Notably, thyroglobulin antibody (TgAb) levels showed no significant intergroup difference (56.23 &#xb1; 25.05 IU/mL vs 54.57 &#xb1; 26.48 IU/mL, <italic>P</italic> = 0.815).</p>
<p>As expected, thyroid-stimulating hormone (TSH) levels were profoundly suppressed in thyrotoxicosis (0.11 &#xb1; 0.02 mIU/L) versus elevated in hypothyroidism (4.21 &#xb1; 1.26 mIU/L, <italic>P</italic> &lt; 0.001). Free thyroid hormones (FT3 and FT4) showed no statistically significant differences between groups, though the numerical values align with the clinical definitions of these conditions.</p>
<p>These results highlighted the importance of differentiating between thyrotoxicosis and hypothyroidism in ICI-related thyroid irAEs, as they exhibit distinct autoantibody profiles that may inform both pathogenesis and clinical management.</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Risk factors for thyroid irAEs</title>
<p>
<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref> presented the logistic regression analysis of risk factors for developing thyroid immune-related adverse events (irAEs) following immune checkpoint inhibitor therapy. The analysis identified pre-treatment thyroid autoantibodies as the most significant predictors of thyroid dysfunction, while demographic and other clinical factors showed no significant association.</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Analysis of immune-related adverse reactions risk factors for thyroid irAEs group.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="center">Indicators</th>
<th valign="top" align="center">
<italic>&#x3b2;</italic> value</th>
<th valign="top" align="center">
<italic>SE</italic> value</th>
<th valign="top" align="center">
<italic>Wald &#x3c7;<sup>2</sup>
</italic> value</th>
<th valign="top" align="center">
<italic>OR</italic> value (95% <italic>CI</italic>)</th>
<th valign="top" align="center">
<italic>P</italic> value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Gender</td>
<td valign="top" align="left">0.234</td>
<td valign="top" align="left">0.411</td>
<td valign="top" align="left">0.333</td>
<td valign="top" align="left">0.812 (0.457-1.293)</td>
<td valign="top" align="left">0.612</td>
</tr>
<tr>
<td valign="top" align="left">Age</td>
<td valign="top" align="left">-0.312</td>
<td valign="top" align="left">0.125</td>
<td valign="top" align="left">0.738</td>
<td valign="top" align="left">0.667 (0.417-1.461)</td>
<td valign="top" align="left">0.318</td>
</tr>
<tr>
<td valign="top" align="left">TSH</td>
<td valign="top" align="left">-0.178</td>
<td valign="top" align="left">0.315</td>
<td valign="top" align="left">0.499</td>
<td valign="top" align="left">0.582 (0.264-1.217)</td>
<td valign="top" align="left">0.471</td>
</tr>
<tr>
<td valign="top" align="left">TgAb</td>
<td valign="top" align="left">0.504</td>
<td valign="top" align="left">0.262</td>
<td valign="top" align="left">0.181</td>
<td valign="top" align="left">0.684 (0.321-1.524)</td>
<td valign="top" align="left">0.503</td>
</tr>
<tr>
<td valign="top" align="left">TPOAb</td>
<td valign="top" align="left">2.016</td>
<td valign="top" align="left">0.879</td>
<td valign="top" align="left">7.128</td>
<td valign="top" align="left">8.304 (1.877-37.225)</td>
<td valign="top" align="left">0.001</td>
</tr>
<tr>
<td valign="top" align="left">TRAb</td>
<td valign="top" align="left">1.890</td>
<td valign="top" align="left">0.732</td>
<td valign="top" align="left">6.927</td>
<td valign="top" align="left">6.984 (1.817-32.724)</td>
<td valign="top" align="left">0.002</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Notably, thyroid peroxidase antibody (TPOAb) positivity demonstrated the strongest association with thyroid irAEs (<italic>OR</italic>=8.30, 95% <italic>CI</italic>: 1.88-37.23, <italic>P</italic> = 0.001), followed by thyrotropin receptor antibody (TRAb) positivity (<italic>OR</italic>=6.98, 95% <italic>CI</italic>: 1.82-32.72, <italic>P</italic> = 0.002). These findings suggest that pre-existing thyroid autoimmunity substantially increases susceptibility to ICI-induced thyroid dysfunction. In contrast, thyroglobulin antibody (TgAb) status (<italic>OR</italic> = 0.68, 95% <italic>CI</italic>: 0.32-1.52, <italic>P</italic> = 0.503), age (<italic>OR</italic> = 0.67, 95% <italic>CI</italic>: 0.42-1.46, <italic>P</italic> = 0.318), gender (<italic>OR</italic> = 0.81, 95% <italic>CI</italic>: 0.46-1.29, <italic>P</italic> = 0.612), and baseline TSH levels (<italic>OR</italic> = 0.58, 95% <italic>CI</italic>: 0.26-1.22, <italic>P</italic> = 0.471) were not statistically significant risk factors in this cohort.</p>
<p>These results emphasize the critical importance of pre-treatment thyroid autoantibody screening, particularly for TPOAb and TRAb, as these markers may help identify patients at highest risk for developing thyroid irAEs during ICI therapy. The differential predictive values of specific autoantibodies suggest distinct pathophysiological mechanisms underlying different forms of ICI-related thyroid dysfunction.</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>In recent years, immune checkpoint inhibitors (ICIs) have been widely adopted in the treatment of various malignancies, significantly improving patient prognosis. However, while enhancing antitumor immunity, these agents can induce excessive immune responses in normal tissues, leading to immune-related adverse events (irAEs) (<xref ref-type="bibr" rid="B14">14</xref>). Endocrine organs&#x2014;particularly the pituitary, thyroid, and pancreas&#x2014;are frequent targets of such irAEs. The role of baseline immune status in predisposing cancer patients to thyroid irAEs remains controversial.</p>
<p>Several studies have demonstrated that patients with pre-existing thyroid autoantibodies (e.g., TPOAb, TRAb, TgAb) are more susceptible to thyroid dysfunction following PD-1 inhibitor monotherapy or combination PD-1/CTLA-4 blockade (<xref ref-type="bibr" rid="B15">15</xref>&#x2013;<xref ref-type="bibr" rid="B17">17</xref>). In contrast, other reports suggest that thyroid irAE development correlates poorly with autoantibody titers (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B18">18</xref>), implying a more complex interplay between multiple immune pathways (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B19">19</xref>). Our findings align with the former perspective, as baseline thyroid autoantibody positivity was significantly higher in the irAEs group than in euthyroid controls (28.48% vs. 5.70%, P&lt;0.001). This supports the hypothesis that pre-treatment autoimmunity primes the thyroid for ICI-mediated injury. TgAb was produced after thyroglobulin enters the bloodstream and can bind with thyroglobulin to form complexes, which have a destructive effect on thyroid follicular epithelial cells. Unlike TPOAb, thyroglobulin is not expressed on the surface of thyroid cells, limiting the antibody-dependent cell-mediated cytotoxicity of TgAb. A positive result is only observed in 60% of patients with autoimmune thyroid diseases (<xref ref-type="bibr" rid="B20">20</xref>).</p>
<p>The prognostic implications of specific autoantibodies remain unclear. Prior research indicates that while both TPOAb and TgAb predict thyroid irAEs, their clinical trajectories differ: TgAb positivity often precedes thyrotoxicosis, whereas TPOAb-positive patients tend to progress from transient thyrotoxicosis to persistent hypothyroidism (<xref ref-type="bibr" rid="B21">21</xref>). Our data further refine this model by revealing significantly higher TRAb titers in thyrotoxicosis cases versus hypothyroidism (<italic>P</italic> &lt; 0.05), alongside lower TPOAb/TSH levels&#x2014;a pattern suggesting TRAb&#x2019;s potential role in Graves&#x2019;-like thyrotoxicosis. Notably, TgAb levels showed no difference for the two groups, contradicting earlier reports that identified TgAb as a risk factor for PD-1 inhibitor-induced thyroiditis (<xref ref-type="bibr" rid="B8">8</xref>). Sex disparities in irAE susceptibility remain unclear; while Muir et&#xa0;al. (<xref ref-type="bibr" rid="B22">22</xref>) reported higher predisposition in females, our analysis&#x2014;consistent with reference (<xref ref-type="bibr" rid="B8">8</xref>)&#x2014;found no sex-based association.</p>
<p>The pathophysiology of ICI-induced thyroiditis likely involves both cellular and humoral immunity. Murine models demonstrate CD4+ T-cell infiltration in thyroid tissue during irAEs, implicating Th1/Th17-driven inflammation in destructive thyroiditis (<xref ref-type="bibr" rid="B23">23</xref>). Human studies similarly link thyroid peroxidase (TPO)- and thyroglobulin (Tg)-specific CD8+ T cells to Hashimoto&#x2019;s-like damage (<xref ref-type="bibr" rid="B24">24</xref>). Intriguingly, Tg-directed immunity may dominate in PD-1 inhibitor-associated cases (<xref ref-type="bibr" rid="B8">8</xref>), as evidenced by marked TgAb/TPOAb elevation post-treatment in a hypothyroidism patient (<xref ref-type="bibr" rid="B25">25</xref>). These observations collectively underscore thyroid irAEs as a multifaceted immune phenomenon warranting mechanistic exploration.</p>
<p>Several limitations should be acknowledged in this study. Firstly, the single-center, retrospective design may limit generalizability and introduce selection bias. Second, as a cross-sectional analysis, we could not establish causal relationships between thyroid autoantibodies (TPOAb/TRAb) and thyroid dysfunction outcomes following ICI therapy - the observed associations require validation through prospective intervention studies. Third, potential confounding factors including concurrent medications and pre-existing autoimmune conditions may influence results. This study identifies pre-treatment TPOAb/TRAb as practical biomarkers for thyroid irAE risk stratification, advocating their routine screening before ICI initiation. However, as a single-center retrospective analysis, this work cannot establish causality or delineate autoantibody-specific risks for thyrotoxicosis versus hypothyroidism. Prospective multicenter studies with serial immune profiling are needed to validate these findings and guide personalized monitoring protocols.</p>
</sec>
</body>
<back>
<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 humans were approved by The People&#x2019;s Hospital of Chengyang Distric Ethics Review Board (ERB). The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>YJ: Writing &#x2013; original draft, Conceptualization, Data curation. MX: Writing &#x2013; original draft, Methodology, Project administration. XR: Writing &#x2013; original draft, Supervision, Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research and/or publication of this article.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>A special thanks to all of participants freely giving their time to make this and other possible studies. We also grateful to all those who helped us in our research.</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="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec id="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<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>, PMID: <pub-id pub-id-type="pmid">22437870</pub-id></citation></ref>
<ref id="B2">
<label>2</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ramos-Casals</surname> <given-names>M</given-names>
</name>
<name>
<surname>Brahmer</surname> <given-names>JR</given-names>
</name>
<name>
<surname>Callahan</surname> <given-names>MK</given-names>
</name>
<name>
<surname>Flores-Ch&#xe1;vez</surname> <given-names>A</given-names>
</name>
<name>
<surname>Keegan</surname> <given-names>N</given-names>
</name>
<name>
<surname>Khamashta</surname> <given-names>MA</given-names>
</name>
<etal/>
</person-group>. <article-title>Immune-related adverse events of checkpoint inhibitors</article-title>. <source>Nat Rev Dis Prim</source>. (<year>2020</year>) <volume>6</volume>:<elocation-id>38</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41572-020-0160-6</pub-id>, PMID: <pub-id pub-id-type="pmid">32382051</pub-id></citation></ref>
<ref id="B3">
<label>3</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Muir</surname> <given-names>CA</given-names>
</name>
<name>
<surname>Tsang</surname> <given-names>VHM</given-names>
</name>
<name>
<surname>Menzies</surname> <given-names>AM</given-names>
</name>
<name>
<surname>Clifton-Bligh</surname> <given-names>RJ</given-names>
</name>
<name>
<surname>Tsang</surname> <given-names>VHM</given-names>
</name>
</person-group>. <article-title>Immune related adverse events of the thyroid - A narrative review</article-title>. <source>Thyroid</source>. (<year>2020</year>) <volume>30</volume>:<page-range>1458&#x2013;69</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1089/thy.2020.0032</pub-id>, PMID: <pub-id pub-id-type="pmid">35692394</pub-id></citation></ref>
<ref id="B4">
<label>4</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Muir</surname> <given-names>CA</given-names>
</name>
<name>
<surname>Tsang</surname> <given-names>VHM</given-names>
</name>
<name>
<surname>Menzies</surname> <given-names>AM</given-names>
</name>
<name>
<surname>Clifton-Bligh</surname> <given-names>RJ</given-names>
</name>
</person-group>. <article-title>Immune related adverse events of the thyroid - A narrative review</article-title>. <source>Front Endocrinol (Lausanne)</source>. (<year>2022</year>) <volume>13</volume>:<elocation-id>886930</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fendo.2022.886930</pub-id>, PMID: <pub-id pub-id-type="pmid">35692394</pub-id></citation></ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname> <given-names>L</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Cheng</surname> <given-names>X</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Y</given-names>
</name>
<etal/>
</person-group>. <article-title>Thyroid dysfunction after immune checkpoint inhibitor treatment in a single-center Chinese cohort: a retrospective study</article-title>. <source>Endocrine</source>. (<year>2023</year>) <volume>81</volume>:<page-range>123&#x2013;33</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s12020-023-03323-9</pub-id>, PMID: <pub-id pub-id-type="pmid">36867366</pub-id></citation></ref>
<ref id="B6">
<label>6</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>2019</year>) <volume>5</volume>:<page-range>376&#x2013;83</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1001/jamaoncol.2018.5860</pub-id>, PMID: <pub-id pub-id-type="pmid">30589930</pub-id></citation></ref>
<ref id="B7">
<label>7</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sakakida</surname> <given-names>T</given-names>
</name>
<name>
<surname>Ishikawa</surname> <given-names>T</given-names>
</name>
<name>
<surname>Uchino</surname> <given-names>J</given-names>
</name>
<name>
<surname>Chihara</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Komori</surname> <given-names>S</given-names>
</name>
<name>
<surname>Asai</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Clinical features of immune-related thyroid dysfunction and its association with outcomes in patients with advanced Malignancies treated by PD-1 blockade</article-title>. <source>Oncol Lett</source>. (<year>2019</year>) <volume>18</volume>:<page-range>2140&#x2013;7</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.3892/ol.2019.10466</pub-id>, PMID: <pub-id pub-id-type="pmid">31423288</pub-id></citation></ref>
<ref id="B8">
<label>8</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kimbara</surname> <given-names>S</given-names>
</name>
<name>
<surname>Fujiwara</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Iwama</surname> <given-names>S</given-names>
</name>
<name>
<surname>Ohashi</surname> <given-names>K</given-names>
</name>
<name>
<surname>Kuchiba</surname> <given-names>A</given-names>
</name>
<name>
<surname>Arima</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>Association of antithyroglobulin antibodies with the development of thyroid dysfunction induced by nivolumab</article-title>. <source>Cancer Sci</source>. (<year>2018</year>) <volume>109</volume>:<page-range>3583&#x2013;90</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/cas.13800</pub-id>, PMID: <pub-id pub-id-type="pmid">30230649</pub-id></citation></ref>
<ref id="B9">
<label>9</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Izawa</surname> <given-names>N</given-names>
</name>
<name>
<surname>Shiokawa</surname> <given-names>H</given-names>
</name>
<name>
<surname>Onuki</surname> <given-names>R</given-names>
</name>
<name>
<surname>Hamaji</surname> <given-names>K</given-names>
</name>
<name>
<surname>Morikawa</surname> <given-names>K</given-names>
</name>
<name>
<surname>Saji</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>The clinical utility of comprehensive measurement of autoimmune disease-related antibodies in patients with advanced solid tumors receiving immune checkpoint inhibitors: a retrospective study</article-title>. <source>ESMO Open</source>. (<year>2022</year>) <volume>7</volume>:<elocation-id>100415</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.esmoop.2022.100415</pub-id>, PMID: <pub-id pub-id-type="pmid">35247869</pub-id></citation></ref>
<ref id="B10">
<label>10</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yano</surname> <given-names>S</given-names>
</name>
<name>
<surname>Ashida</surname> <given-names>K</given-names>
</name>
<name>
<surname>Nagata</surname> <given-names>H</given-names>
</name>
<name>
<surname>Ohe</surname> <given-names>K</given-names>
</name>
<name>
<surname>Wada</surname> <given-names>N</given-names>
</name>
<name>
<surname>Takeichi</surname> <given-names>Y</given-names>
</name>
<etal/>
</person-group>. <article-title>Nivolumab-induced thyroid dysfunction lacking antithyroid antibody is frequently evoked in Japanese patients with Malignant melanoma</article-title>. <source>BMC Endocr Disord</source>. (<year>2018</year>) <volume>18</volume>:<fpage>36</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12902-018-0267-x</pub-id>, PMID: <pub-id pub-id-type="pmid">29884162</pub-id></citation></ref>
<ref id="B11">
<label>11</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gao</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Ye</surname> <given-names>T</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>LG</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Cheng</surname> <given-names>XQ</given-names>
</name>
<etal/>
</person-group>. <article-title>The association between baseline TPOAb and/or TgAb positivity and thyroid immune-related adverse events in patients with Malignancies following treatment with immune checkpoint inhibitors</article-title>. <source>Zhonghua Yi Xue Za Zhi</source>. (<year>2024</year>) <volume>104</volume>:<page-range>963&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.3760/cma.j.cn112137-20231011-00706</pub-id>, PMID: <pub-id pub-id-type="pmid">38514346</pub-id></citation></ref>
<ref id="B12">
<label>12</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bahn</surname> <given-names>RS</given-names>
</name>
<name>
<surname>Burch</surname> <given-names>HB</given-names>
</name>
<name>
<surname>Cooper</surname> <given-names>DS</given-names>
</name>
<name>
<surname>Garber</surname> <given-names>JR</given-names>
</name>
<name>
<surname>Greenlee</surname> <given-names>MC</given-names>
</name>
<name>
<surname>Klein</surname> <given-names>I</given-names>
</name>
<etal/>
</person-group>. <article-title>Hyperthyroidism and other causes of thyrotoxicosis: management guidelines of the American Thyroid Association and American Association of Clinical Endocrinologists</article-title>. <source>Endocr Pract</source>. (<year>2011</year>) <volume>17</volume>:<fpage>456</fpage>&#x2013;<lpage>520</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.4158/ep.17.3.456</pub-id>, PMID: <pub-id pub-id-type="pmid">21510801</pub-id></citation></ref>
<ref id="B13">
<label>13</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gong</surname> <given-names>WW</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>FY</given-names>
</name>
<name>
<surname>Guo</surname> <given-names>QH</given-names>
</name>
</person-group>. <article-title>Clinical characteristics and risk factors of programmed death-1 inhibitors associated with thyroid gland injury</article-title>. <source>Zhonghua nei ke za zhi</source>. (<year>2023</year>) <volume>62</volume>:<page-range>176&#x2013;81</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.3760/cma.j.cn112138-20220329-00220</pub-id>, PMID: <pub-id pub-id-type="pmid">36740408</pub-id></citation></ref>
<ref id="B14">
<label>14</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Muir</surname> <given-names>CA</given-names>
</name>
<name>
<surname>Menzies</surname> <given-names>AM</given-names>
</name>
<name>
<surname>Clifton-Bligh</surname> <given-names>R</given-names>
</name>
<name>
<surname>Tsang</surname> <given-names>VHM</given-names>
</name>
</person-group>. <article-title>Thyroid toxicity following immune checkpoint inhibitor treatment in advanced cancer</article-title>. <source>Thyroid</source>. (<year>2020</year>) <volume>30</volume>:<page-range>1458&#x2013;69</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1089/thy.2020.0032</pub-id>, PMID: <pub-id pub-id-type="pmid">32264785</pub-id></citation></ref>
<ref id="B15">
<label>15</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Iwama</surname> <given-names>S</given-names>
</name>
<name>
<surname>Kobayashi</surname> <given-names>T</given-names>
</name>
<name>
<surname>Yasuda</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Okuji</surname> <given-names>T</given-names>
</name>
<name>
<surname>Ito</surname> <given-names>M</given-names>
</name>
<name>
<surname>Ando</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Increased risk of thyroid dysfunction by PD-1 and CTLA-4 blockade in patients without thyroid autoantibodies at baseline</article-title>. <source>J Clin Endocrinol Metab</source>. (<year>2022</year>) <volume>107</volume>:<page-range>e1620&#x2013;30</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1210/clinem/dgab829</pub-id>, PMID: <pub-id pub-id-type="pmid">34791304</pub-id></citation></ref>
<ref id="B16">
<label>16</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Okada</surname> <given-names>N</given-names>
</name>
<name>
<surname>Iwama</surname> <given-names>S</given-names>
</name>
<name>
<surname>Okuji</surname> <given-names>T</given-names>
</name>
<name>
<surname>Kobayashi</surname> <given-names>T</given-names>
</name>
<name>
<surname>Yasuda</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Wada</surname> <given-names>E</given-names>
</name>
<etal/>
</person-group>. <article-title>Anti-thyroid antibodies and thyroid echo pattern at baseline as risk factors for thyroid dysfunction induced by anti-programmed cell death-1 antibodies: a prospective study</article-title>. <source>Br J Cancer</source>. (<year>2020</year>) <volume>122</volume>:<page-range>771&#x2013;7</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41416-020-0736-7</pub-id>, PMID: <pub-id pub-id-type="pmid">32009131</pub-id></citation></ref>
<ref id="B17">
<label>17</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kobayashi</surname> <given-names>T</given-names>
</name>
<name>
<surname>Iwama</surname> <given-names>S</given-names>
</name>
<name>
<surname>Yasuda</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Okada</surname> <given-names>N</given-names>
</name>
<name>
<surname>Tsunekawa</surname> <given-names>T</given-names>
</name>
<name>
<surname>Onoue</surname> <given-names>T</given-names>
</name>
<etal/>
</person-group>. <article-title>Patients with antithyroid antibodies are prone to develop destructive thyroiditis by nivolumab: A prospective study</article-title>. <source>J Endocr Soc</source>. (<year>2018</year>) <volume>2</volume>:<page-range>241&#x2013;51</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1210/js.2017-00432</pub-id>, PMID: <pub-id pub-id-type="pmid">29600292</pub-id></citation></ref>
<ref id="B18">
<label>18</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mazarico</surname> <given-names>I</given-names>
</name>
<name>
<surname>Capel</surname> <given-names>I</given-names>
</name>
<name>
<surname>Gim&#xe9;nez-Palop</surname> <given-names>O</given-names>
</name>
<name>
<surname>Albert</surname> <given-names>L</given-names>
</name>
<name>
<surname>Berges</surname> <given-names>I</given-names>
</name>
<name>
<surname>Luchtenberg</surname> <given-names>F</given-names>
</name>
<etal/>
</person-group>. <article-title>Low frequency of positive antithyroid antibodies is observed in patients with thyroid dysfunction related to immune check point inhibitors</article-title>. <source>J Endocrinol Invest</source>. (<year>2019</year>) <volume>42</volume>:<page-range>1443&#x2013;50</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s40618-019-01058-x</pub-id>, PMID: <pub-id pub-id-type="pmid">31093955</pub-id></citation></ref>
<ref id="B19">
<label>19</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chang</surname> <given-names>L-S</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>, PMID: <pub-id pub-id-type="pmid">30184160</pub-id></citation></ref>
<ref id="B20">
<label>20</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hu</surname> <given-names>YL</given-names>
</name>
<name>
<surname>Li</surname> <given-names>X</given-names>
</name>
<name>
<surname>Fang</surname> <given-names>HS</given-names>
</name>
<name>
<surname>Ye</surname> <given-names>XH</given-names>
</name>
<name>
<surname>Shen</surname> <given-names>MP</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>XH</given-names>
</name>
</person-group>. <article-title>Comparison of diagnostic performance of thyroid autoantibodies and high-resolution ultrasound in euthyroid Hashimoto&#x2019;s thyroiditis</article-title>. <source>Zhonghua Yi Xue Za Zhi</source>. (<year>2021</year>) <volume>101</volume>:<page-range>2537&#x2013;43</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.3760/cma.j.cn112137-20201120-03154</pub-id>, PMID: <pub-id pub-id-type="pmid">34407580</pub-id></citation></ref>
<ref id="B21">
<label>21</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhou</surname> <given-names>X</given-names>
</name>
<name>
<surname>Iwama</surname> <given-names>S</given-names>
</name>
<name>
<surname>Kobayashi</surname> <given-names>T</given-names>
</name>
<name>
<surname>Ando</surname> <given-names>M</given-names>
</name>
<name>
<surname>Arima</surname> <given-names>H</given-names>
</name>
</person-group>. <article-title>Risk of thyroid dysfunction in PD-1 blockade is stratified by the pattern of tgAb and TPOAb positivity at baseline</article-title>. <source>J Clin Endocrinol Metab</source>. (<year>2023</year>) <volume>108</volume>:<page-range>e1056&#x2013;62</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1210/clinem/dgad231</pub-id>, PMID: <pub-id pub-id-type="pmid">37084392</pub-id></citation></ref>
<ref id="B22">
<label>22</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Muir</surname> <given-names>CA</given-names>
</name>
<name>
<surname>Clifton-Bligh</surname> <given-names>RJ</given-names>
</name>
<name>
<surname>Long</surname> <given-names>GV</given-names>
</name>
<name>
<surname>Scolyer</surname> <given-names>RA</given-names>
</name>
<name>
<surname>Lo</surname> <given-names>SN</given-names>
</name>
<name>
<surname>Carlino</surname> <given-names>MS</given-names>
</name>
<etal/>
</person-group>. <article-title>Thyroid immune-related adverse events following immune checkpoint inhibitor treatment</article-title>. <source>J Clin Endocrinol Metab</source>. (<year>2021</year>) <volume>106</volume>:<page-range>e3704&#x2013;13</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1210/clinem/dgab263</pub-id>, PMID: <pub-id pub-id-type="pmid">33878162</pub-id></citation></ref>
<ref id="B23">
<label>23</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yasuda</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Iwama</surname> <given-names>S</given-names>
</name>
<name>
<surname>Sugiyama</surname> <given-names>D</given-names>
</name>
<name>
<surname>Okuji</surname> <given-names>T</given-names>
</name>
<name>
<surname>Kobayashi</surname> <given-names>T</given-names>
</name>
<name>
<surname>Ito</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>CD4(+) T cells are essential for the development of destructive thyroiditis induced by anti-PD-1 antibody in thyroglobulin-immunized mice</article-title>. <source>Sci Transl Med</source>. (<year>2021</year>) <volume>13</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/scitranslmed.abb7495</pub-id>, PMID: <pub-id pub-id-type="pmid">33980577</pub-id></citation></ref>
<ref id="B24">
<label>24</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ehlers</surname> <given-names>M</given-names>
</name>
<name>
<surname>Thiel</surname> <given-names>A</given-names>
</name>
<name>
<surname>Bernecker</surname> <given-names>C</given-names>
</name>
<name>
<surname>Porwol</surname> <given-names>D</given-names>
</name>
<name>
<surname>Papewalis</surname> <given-names>C</given-names>
</name>
<name>
<surname>Willenberg</surname> <given-names>HS</given-names>
</name>
<etal/>
</person-group>. <article-title>Evidence of a combined cytotoxic thyroglobulin and thyroperoxidase epitope-specific cellular immunity in Hashimoto&#x2019;s thyroiditis</article-title>. <source>J Clin Endocrinol Metab</source>. (<year>2012</year>) <volume>97</volume>:<page-range>1347&#x2013;54</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1210/jc.2011-2178</pub-id>, PMID: <pub-id pub-id-type="pmid">22259066</pub-id></citation></ref>
<ref id="B25">
<label>25</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Torimoto</surname> <given-names>K</given-names>
</name>
<name>
<surname>Okada</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Nakayamada</surname> <given-names>S</given-names>
</name>
<name>
<surname>Kubo</surname> <given-names>S</given-names>
</name>
<name>
<surname>Tanaka</surname> <given-names>Y</given-names>
</name>
</person-group>. <article-title>Anti-PD-1 antibody therapy induces hashimoto&#x2019;s disease with an increase in peripheral blood follicular helper T cells</article-title>. <source>Thyroid</source>. (<year>2017</year>) <volume>27</volume>:<page-range>1335&#x2013;6</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1089/thy.2017.0062</pub-id>, PMID: <pub-id pub-id-type="pmid">28699391</pub-id></citation></ref>
</ref-list>
</back>
</article>