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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Oncol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Oncology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Oncol.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2234-943X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fonc.2025.1635097</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Association of thyroid disease and intracranial meningiomas: a retrospective analysis with external validation</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Bell</surname><given-names>Jonathan B.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author">
<name><surname>Saint-Germain</surname><given-names>Max A.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author">
<name><surname>Yuen</surname><given-names>Carlen A.</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
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<contrib contrib-type="author">
<name><surname>Wilmington</surname><given-names>Andrew</given-names></name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
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<contrib contrib-type="author">
<name><surname>Dresser</surname><given-names>Laura</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<contrib contrib-type="author">
<name><surname>Walker</surname><given-names>Matthew T.</given-names></name>
<xref ref-type="aff" rid="aff7"><sup>7</sup></xref>
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<contrib contrib-type="author">
<name><surname>Trevino</surname><given-names>Christopher R.</given-names></name>
<xref ref-type="aff" rid="aff8"><sup>8</sup></xref>
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<contrib contrib-type="author">
<name><surname>Salvatori</surname><given-names>Roberto</given-names></name>
<xref ref-type="aff" rid="aff9"><sup>9</sup></xref>
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<contrib contrib-type="author">
<name><surname>Mukherjee</surname><given-names>Debraj</given-names></name>
<xref ref-type="aff" rid="aff10"><sup>10</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Kamson</surname><given-names>David O.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff11"><sup>11</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>*</sup></xref>
<xref ref-type="author-notes" rid="fn004"><sup>&#x2021;</sup></xref>
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<name><surname>Merrell</surname><given-names>Ryan</given-names></name>
<xref ref-type="aff" rid="aff12"><sup>12</sup></xref>
<xref ref-type="author-notes" rid="fn004"><sup>&#x2021;</sup></xref>
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<aff id="aff1"><label>1</label><institution>Preliminary Internal Medicine Program, University of Chicago (Endeavor)</institution>, <city>Evanston</city>, <state>IL</state>,&#xa0;<country country="us">United States</country></aff>
<aff id="aff2"><label>2</label><institution>Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami</institution>, <city>Miami</city>, <state>FL</state>,&#xa0;<country country="us">United States</country></aff>
<aff id="aff3"><label>3</label><institution>Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, School of Medicine</institution>, <city>Baltimore</city>, <state>MD</state>,&#xa0;<country country="us">United States</country></aff>
<aff id="aff4"><label>4</label><institution>Department of Neurology, University of Chicago</institution>, <city>Chicago</city>, <state>IL</state>,&#xa0;<country country="us">United States</country></aff>
<aff id="aff5"><label>5</label><institution>Divison of Neuro-oncology, Department of Neurology, University of California at Irvine</institution>, <city>Irvine</city>, <state>CA</state>,&#xa0;<country country="us">United States</country></aff>
<aff id="aff6"><label>6</label><institution>Division of Hematology, Oncology, and Cell Therapy, Rush University Medical Center</institution>, <city>Chicago</city>, <state>IL</state>,&#xa0;<country country="us">United States</country></aff>
<aff id="aff7"><label>7</label><institution>Department of Radiology, Endeavor Health</institution>, <city>Evanston</city>, <state>IL</state>,&#xa0;<country country="us">United States</country></aff>
<aff id="aff8"><label>8</label><institution>Department of Neurology, Endeavor Health</institution>, <city>Evanston</city>, <state>IL</state>,&#xa0;<country country="us">United States</country></aff>
<aff id="aff9"><label>9</label><institution>Division of Endocrinology and Pituitary Center, Johns Hopkins University, School of Medicine</institution>, <city>Baltimore</city>, <state>MD</state>,&#xa0;<country country="us">United States</country></aff>
<aff id="aff10"><label>10</label><institution>Johns Hopkins University, Department of Neurosurgery</institution>, <city>Baltimore</city>, <state>MD</state>,&#xa0;<country country="us">United States</country></aff>
<aff id="aff11"><label>11</label><institution>Department of Neurology, Johns Hopkins University, School of Medicine</institution>, <city>Baltimore</city>, <state>MD</state>,&#xa0;<country country="us">United States</country></aff>
<aff id="aff12"><label>12</label><institution>Department of Neurology, Vanderbilt University</institution>, <city>Nashville</city>, <state>TN</state>,&#xa0;<country country="us">United States</country></aff>
<author-notes>
<corresp id="c001"><label>*</label>Correspondence: David O. Kamson, <email xlink:href="mailto:dkamson1@jhu.edu">dkamson1@jhu.edu</email></corresp>
<fn fn-type="other" id="fn003">
<label>&#x2020;</label>
<p>These authors share first authorship</p></fn>
<fn fn-type="other" id="fn004">
<label>&#x2021;</label>
<p>These authors share senior authorship</p></fn>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-01-15">
<day>15</day>
<month>01</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>15</volume>
<elocation-id>1635097</elocation-id>
<history>
<date date-type="received">
<day>26</day>
<month>05</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>24</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>24</day>
<month>10</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Bell, Saint-Germain, Yuen, Wilmington, Dresser, Walker, Trevino, Salvatori, Mukherjee, Kamson and Merrell.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Bell, Saint-Germain, Yuen, Wilmington, Dresser, Walker, Trevino, Salvatori, Mukherjee, Kamson and Merrell</copyright-holder>
<license>
<ali:license_ref start_date="2026-01-15">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Background</title>
<p>The scope of comorbid conditions with meningiomas is understudied. There is limited published evidence to date suggesting higher prevalence of thyroid diseases in patients with meningiomas. This retrospective study was designed to evaluate this association.</p>
</sec>
<sec>
<title>Methods</title>
<p>The medical records from 584 patients with intracranial meningiomas were reviewed. The prevalence of thyroid disease was calculated as well as odds ratios to compare patient cohorts. Subsequently, the results were externally validated using SlicerDicer data from a second institution&#x2019;s electronic medical record.</p>
</sec>
<sec>
<title>Results</title>
<p>Within the Endeavor Intracranial Meningioma cohort, thyroid disease was found in 196/584 (33.6%): hypothyroidism in 154/584 (26.4%), nodular disease in 34/584 (5.8%), thyroid cancer in 9/584 (1.5%), and hyperthyroidism in 8/584 (1.4%) patients. An additional 9/584 (1.5%) patients had a different thyroid disease or diagnosis. Our external validation with patients only from the second institution yielded significant association of meningioma with thyroid hormone medication use (OR = 6.1), hypothyroidism (OR = 7.5), thyroid cancer (OR = 14.6), hyperthyroidism (OR = 5.9), and thyroid nodules (OR = 10.8). Comparing meningioma patients to patients with glioblastoma yielded a similar association between meningioma and general thyroid disorders (OR = 2.1), thyroid hormone usage (OR = 2.1), hypothyroidism (OR = 1.7), thyroid cancer (OR = 3.1), and thyroid nodules (OR = 7.5). These observations were not confounded by female overrepresentation.</p>
</sec>
<sec>
<title>Conclusions</title>
<p>This study confirms thyroid disease, particularly hypothyroidism, to be a common comorbid condition in patients with intracranial meningiomas in two independent datasets. Further research is needed to assess the role of thyroid disorders in the outcomes for patients with meningioma.</p>
</sec>
</abstract>
<kwd-group>
<kwd>meningioma</kwd>
<kwd>thyroid disorders</kwd>
<kwd>hypothyroidism</kwd>
<kwd>thyroid hormone replacement</kwd>
<kwd>neuro-oncology</kwd>
<kwd>thyroid nodular disease</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was not received for this work and/or its publication.</funding-statement>
</funding-group>
<counts>
<fig-count count="0"/>
<table-count count="7"/>
<equation-count count="0"/>
<ref-count count="45"/>
<page-count count="9"/>
<word-count count="4533"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Neuro-Oncology and Neurosurgical Oncology</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="s3" sec-type="intro">
<title>Introduction</title>
<p>Meningiomas are the most common type of intracranial neoplasm, accounting for more than 37% of primary intracranial tumors, with an age adjusted incidence rate of 8.56 per 100,000 people (<xref ref-type="bibr" rid="B1">1</xref>). Meningiomas arise from the dural lining of the CNS and are graded from 1 to 3 according to the 2021 World Health Organization (WHO) classification system (<xref ref-type="bibr" rid="B2">2</xref>). Management of meningiomas includes observation, surgical resection, or radiation therapy; these treatments are effective for most tumors. Systemic therapy plays a limited role in treatment outside of clinical trials (<xref ref-type="bibr" rid="B3">3</xref>). Although most tumors are benign, some are malignant, and local invasion can be detrimental to patient quality of life, necessitating treatment (<xref ref-type="bibr" rid="B4">4</xref>). Patients who undergo successful surgeries for meningioma have worse 2-year employment rates compared to the general population and the role of comorbidities, such as depression have been implicated in these adverse outcomes (<xref ref-type="bibr" rid="B5">5</xref>).</p>
<p>Several genetic, environmental, and metabolic factors play a role in the development of meningiomas. Genetic syndromes such as neurofibromatosis type 2 (NF2), Li-Fraumeni syndrome, and Cowden syndrome are known to increase the risk of these tumors. Furthermore, exposure to radiation therapy significantly increases the risk of meningiomas (<xref ref-type="bibr" rid="B6">6</xref>). The diagnosis of meningioma has also been associated with hormonal changes, most notably estrogen and progesterone (<xref ref-type="bibr" rid="B7">7</xref>). Indeed, there is an ongoing debate regarding the possible association between hormone replacement therapy (HRT) and development of meningiomas with progesterone use being implicated in meningioma growth (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>). However, estrogen HRT has no clear evidence of affecting meningioma growth rates (<xref ref-type="bibr" rid="B10">10</xref>). In addition to hormonal changes, metabolic risk factors are being recognized as important drivers of tumor growth. A large retrospective study in an ethnically diverse population found that obesity, diabetes, and hypertension are all associated with meningiomas (<xref ref-type="bibr" rid="B11">11</xref>). More research is needed to identify other associations that could provide insight into modifiable risk factors for the development of these relatively common tumors.</p>
<p>Thyroid disease is a comorbid condition in certain patients with meningiomas. Retrospective studies from the US and the UK have previously found associations between meningiomas and thyroid disease (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>). Thyroid diseases, particularly hypo- and hyperthyroidism, are relatively common disorders affecting individuals in both iodine-deficient and iodine-replete countries. These conditions are associated with significant morbidity and mortality (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B15">15</xref>). In the US, overt hypothyroidism (i.e. low T4) is found in 0.3-3.7% of the population, and hyperthyroidism has a prevalence of approximately 0.5% (<xref ref-type="bibr" rid="B16">16</xref>). Subclinical hypothyroidism (i.e., high TSH and normal T4) increases with age, is more prevalent in females, and does not necessarily require treatment (<xref ref-type="bibr" rid="B17">17</xref>). Thyroid function abnormalities are linked with metabolic dysfunction, another suspected driver of meningioma growth, through several complex molecular mechanisms (<xref ref-type="bibr" rid="B18">18</xref>). Thyroid dysfunction may be associated with insulin resistance and metabolic syndrome (<xref ref-type="bibr" rid="B19">19</xref>), and obesity has been linked to a higher incidence of meningiomas (<xref ref-type="bibr" rid="B20">20</xref>). Based on these observations, we sought to uncover whether there is an association between thyroid disease and intracranial meningiomas in a large dataset of adult patients from our institution. This study is one of the largest analyses of thyroid disease in patients with intracranial meningiomas in the United States.</p>
</sec>
<sec id="s4" sec-type="materials|methods">
<title>Materials and methods</title>
<p>The Endeavor Health (formerly NorthShore University HealthSystem) electronic medical record (EMR) entries from 2006 to 2012 were queried for ICD codes of intracranial meningioma. This study was approved by an appropriate institutional review board, and considering this only required retrospective chart review, informed consent was not required or obtained. A total of 584 patients with meningioma were identified after exclusion of alternative diagnoses (e.g., schwannoma). The electronic medical records were reviewed for each patient to identify diagnoses of thyroid disease including hypothyroidism, nodular disease (including multinodular goiters and solitary thyroid nodules), thyroid cancer, hyperthyroidism, and other thyroid disorders (such as thyroid cysts). Prevalence of thyroid disease was calculated in both males and females and were compared by constructing contingency tables to calculate odds ratios and using Fisher&#x2019;s exact tests. GraphPad Prism (Version 8.4.3) and SPSS (Version 24.0) were used for statistical analysis. P values &lt; 0.05 were considered statistically significant. The results were externally validated using SlicerDicer<sup>&#xae;</sup> data from the Second Institution&#x2019;s EMR system to compare meningioma patients to glioblastoma patients (brain tumor control) and patients who underwent thyroid testing between March 2018 and March 2023. An additional variable, thyroid hormone usage, was added in the external validation, as a proxy for clinically significant hypothyroidism, as not all patients diagnosed with hypothyroidism require hormone replacement therapy, such as in cases of subclinical hypothyroidism (<xref ref-type="bibr" rid="B21">21</xref>). Thyroid testing was determined by the presence of TSH lab components in SlicerDicer<sup>&#xae;</sup>. Odds ratios were adjusted for sex and age when comparing meningioma patients with patients who underwent thyroid testing. Age was dichotomized into 18&#x2013;49 and &#x2265;50 years old based on prior literature suggesting sharp rise in meningioma incidence past age 50 (<xref ref-type="bibr" rid="B1">1</xref>).</p>
</sec>
<sec id="s5" sec-type="results">
<title>Results</title>
<p>Patient characteristics are listed in <xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>. In the Endeavor Health System Meningioma Database, there was a high prevalence of thyroid diseases, with the most common being hypothyroidism, found in 154 (26.4%) patients. Nodular thyroid disease was also relatively common in 34 (5.8%) patients. Other thyroid disorders, including thyroid cancer and hyperthyroidism, were less common, each accounting for a small proportion of the thyroid disease burden.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Patient characteristics (Endeavor Health System Meningioma Database).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Characteristics</th>
<th valign="middle" align="left">Value (<italic>%</italic>)</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="middle" align="left">&#x2003;Patients</th>
<th valign="middle" align="left">584 (<italic>100</italic>)</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Median age, years (range)</td>
<td valign="middle" align="left">66 years (20-97)</td>
</tr>
<tr>
<td valign="middle" colspan="2" align="left">&#x2003;Sex</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;&#x2003;Male</td>
<td valign="middle" align="left">150 (<italic>25.7</italic>)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;&#x2003;Female</td>
<td valign="middle" align="left">434 (<italic>74.3</italic>)</td>
</tr>
<tr>
<th valign="middle" colspan="2" align="left">Meningioma</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;WHO Grade 1</td>
<td valign="middle" align="left">72 (<italic>81.0</italic>)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;WHO Grade 2</td>
<td valign="middle" align="left">16 (<italic>18.0</italic>)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;WHO Grade 3</td>
<td valign="middle" align="left">1 (<italic>1.1</italic>)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Multiple lesions</td>
<td valign="middle" align="left">43 (<italic>13.5</italic>)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Prior RT (if available)</td>
<td valign="middle" align="left">38 (<italic>12</italic>)</td>
</tr>
<tr>
<th valign="middle" colspan="2" align="left">Thyroid disease</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Hypothyroidism</td>
<td valign="middle" align="left">154 <italic>(26)</italic></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Nodular Disease</td>
<td valign="middle" align="left">34 <italic>(5.8)</italic></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Thyroid cancer</td>
<td valign="middle" align="left">9 (<italic>1.5</italic>)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Other</td>
<td valign="middle" align="left">9 (<italic>1.5</italic>)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Hyperthyroidism</td>
<td valign="middle" align="left">8 (<italic>1.4</italic>)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>External validation of the Endeavor Health data analysis yielded similar findings. 749 patients with meningioma, 1,033 with glioblastoma, and 705,716 patients who received thyroid testing in the Second Institution&#x2019;s general EMR population were found in SlicerDicer. When comparing the prevalence of thyroid disease between meningioma and glioblastoma patients, the odds ratios for meningioma patients were 2.1 (CI95%, 1.6-2.7) for thyroid hormone usage, 1.7 (CI95%, 1.3-2.2) for hypothyroidism, 3.1 (CI95%, 1.5-6.3) for thyroid cancer, and 7.5 (CI95%, 3.8-14.8) for nodular disease (<xref ref-type="table" rid="T2"><bold>Table&#xa0;2</bold></xref>; p &#x2264; 0.001 for all). In contrast, there was no significant difference in the prevalence of hyperthyroidism between meningioma and glioblastoma patients. Comparing thyroid disease in meningioma patients with that of the thyroid tested patient population of the Second Institution yielded an OR of 5.7 (CI95%, 4.8-6.9) for thyroid hormone medication use, 1.4 (CI95%, 1.1-1.7) for hypothyroidism, 3.3 (CI95%, 2.2-4.9) for thyroid cancer, 2.1 (CI95%, 1.3-3.4) for hyperthyroidism, and 4.0 (CI95%, 3.0-5.3) for thyroid nodule (<xref ref-type="table" rid="T3"><bold>Table&#xa0;3</bold></xref>; p&lt;0.01 for all).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Comparison of thyroid disease burden between meningioma and glioblastoma patients (external validation cohort).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Characteristics</th>
<th valign="middle" align="center">Meningioma (%)</th>
<th valign="middle" align="center">Glioblastoma (%)</th>
<th valign="middle" align="center">Odds ratio (95% CI)</th>
<th valign="middle" align="center">Fisher&#x2019;s exact test</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Thyroid disease</td>
<td valign="middle" align="center">749</td>
<td valign="middle" align="center">1033</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center"><italic>-</italic></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Thyroid Medication Usage</td>
<td valign="middle" align="center">153 (20.4)</td>
<td valign="middle" align="center">114 (11.0)</td>
<td valign="middle" align="center">2.1 (1.6-2.7)</td>
<td valign="middle" align="center"><italic>p &lt; 0.001</italic></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Hypothyroidism</td>
<td valign="middle" align="center">125 (16.7)</td>
<td valign="middle" align="center">112 (10.8)</td>
<td valign="middle" align="center">1.7 (1.3-2.2)</td>
<td valign="middle" align="center"><italic>p &lt; 0.001</italic></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Nodular disease</td>
<td valign="middle" align="center">51 (6.8)</td>
<td valign="middle" align="center">10 (0.1)</td>
<td valign="middle" align="center">7.5 (3.8-14.8)</td>
<td valign="middle" align="center"><italic>p &lt; 0.001</italic></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Thyroid cancer</td>
<td valign="middle" align="center">24 (3.2)</td>
<td valign="middle" align="center">11 (1.1)</td>
<td valign="middle" align="center">3.1 (1.5-6.3)</td>
<td valign="middle" align="center"><italic>p = 0.001</italic></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Hyperthyroidism</td>
<td valign="middle" align="center">16 (2.1)</td>
<td valign="middle" align="center">14 (1.4)</td>
<td valign="middle" align="center">1.6 (0.8-3.3)</td>
<td valign="middle" align="center"><italic>p = 0.206</italic></td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Comparison of thyroid disease burden between meningioma patients and the thyroid tested patient population in the external validation cohort.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Characteristics</th>
<th valign="middle" align="center">Meningioma (%)</th>
<th valign="middle" align="center">General patient population (%)</th>
<th valign="middle" align="center">Odd ratio (95% CI)</th>
<th valign="middle" align="center">Fisher&#x2019;s exact test</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Thyroid disease</td>
<td valign="middle" align="center">749</td>
<td valign="middle" align="center">705,716</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center"><italic>-</italic></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Thyroid Medication Usage</td>
<td valign="middle" align="center">153 (20.4)</td>
<td valign="middle" align="center">30,221 (4.3)</td>
<td valign="middle" align="center">5.7 (4.8-6.9)</td>
<td valign="middle" align="center"><bold><italic>p &lt; 0.0001</italic></bold></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Hypothyroidism</td>
<td valign="middle" align="center">125 (16.7)</td>
<td valign="middle" align="center">90,403 (12.8)</td>
<td valign="middle" align="center">1.4 (1.1-1.7)</td>
<td valign="middle" align="center"><bold><italic>p = 0.002</italic></bold></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Nodular disease</td>
<td valign="middle" align="center">51 (6.8)</td>
<td valign="middle" align="center">12,776 (1.8)</td>
<td valign="middle" align="center">3.3 (2.2 to 4.9)</td>
<td valign="middle" align="center"><bold><italic>p &lt; 0.0001</italic></bold></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Thyroid cancer</td>
<td valign="middle" align="center">24 (3.2)</td>
<td valign="middle" align="center">7,106 (1.0)</td>
<td valign="middle" align="center">2.1 (1.3 to 3.4)</td>
<td valign="middle" align="center"><bold><italic>p = 0.01</italic></bold></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Hyperthyroidism</td>
<td valign="middle" align="center">16 (2.1)</td>
<td valign="middle" align="center">7,323 (1.0)</td>
<td valign="middle" align="center">4.0 (3.0 to 5.3)</td>
<td valign="middle" align="center"><bold><italic>p &lt; 0.0001</italic></bold></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Bold values indicate statistical significance.</p>
</table-wrap-foot>
</table-wrap>
<p>A subanalysis adjusting for age and sex when comparing meningioma patients to patients who received thyroid testing was performed. For female patients between the ages of 18 and 49, the significant odds ratios for female meningioma patients were 4.5 (CI95%, 1.9-10.4, p=0.003) for thyroid hormone usage and 11.0 (CI95%, 5.2 -23.0, p&lt;0.0001) for nodular disease (<xref ref-type="table" rid="T4"><bold>Table&#xa0;4</bold></xref>). For females who were at least 50 years old, the statistically significant odds ratios for meningioma patients were 4.8 (CI95%, 3.9-5.9, p&lt;0.0001) for thyroid hormone usage, 2.6 (CI95%, 1.6-4.3, p=0.0005) for thyroid cancer, 2.1 (CI95%, 1.2-3.6, p=0.02) for hyperthyroidism, and 3.7 (CI95%, 2.8-5.0, p&lt;0.0001) for nodular disease (<xref ref-type="table" rid="T4"><bold>Table&#xa0;4</bold></xref>). Finally, for male patients between the ages of 18 and 49, the only statistically significant odds ratio for male meningioma patients was 10.4 (CI95%, 3.6-29.5, p=0.0009) for thyroid hormone usage, (<xref ref-type="table" rid="T5"><bold>Table&#xa0;5</bold></xref>). For males who were at least 50 years old, statistically significant odds ratios for meningioma patients were 4.8 (CI95%, 3.9-5.9, p&lt;0.0001) for thyroid hormone usage, 3.4 (CI95%, 1.4-8.3, p=0.02) for thyroid cancer, and 3.4 (CI95%, 1.7-6.9, p=0.003) for nodular disease (<xref ref-type="table" rid="T5"><bold>Table&#xa0;5</bold></xref>).</p>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>Age and sex adjusted subanalysis comparing thyroid disease burden between female meningioma patients and the female thyroid tested patient population in the external validation cohort.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Characteristics</th>
<th valign="middle" align="center">Female meningioma (%)</th>
<th valign="middle" align="center">Female patient population with thyroid testing (%)</th>
<th valign="middle" align="center">Odd ratio (95% CI)</th>
<th valign="middle" align="center">Fisher&#x2019;s exact test</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Thyroid disease</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center"><italic>-</italic></td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">&#x2003;Thyroid hormone usage</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;18&#x2013;49 years old</td>
<td valign="middle" align="center">6/68 (8.8)</td>
<td valign="middle" align="center">3,775/178,267 (2.1))</td>
<td valign="middle" align="center">4.5 (1.9 to 10.3)</td>
<td valign="middle" align="center"><bold><italic>p = 0.003</italic></bold></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;&#x2265;50 years old</td>
<td valign="middle" align="center">116/464 (25.0)</td>
<td valign="middle" align="center">16,413/252,941 (6.5)</td>
<td valign="middle" align="center">4.8 (3.9 to 5.9)</td>
<td valign="middle" align="center"><bold><italic>p &lt; 0.0001</italic></bold></td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">&#x2003;Hypothyroidism</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;18&#x2013;49 years old</td>
<td valign="middle" align="center">4/68 (5.9)</td>
<td valign="middle" align="center">15,385/178,26 (8.6)</td>
<td valign="middle" align="center">0.7 (0.2 to 1.8)</td>
<td valign="middle" align="center"><italic>p = 0.522</italic></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;&#x2265;50 years old</td>
<td valign="middle" align="center">95/464 (20.5)</td>
<td valign="middle" align="center">49,776/252,94 (19.7)</td>
<td valign="middle" align="center">1.1 (0.8 to 1.3)</td>
<td valign="middle" align="center"><italic>p = 0.682</italic></td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">&#x2003;Nodular disease</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;18&#x2013;49 years old</td>
<td valign="middle" align="center">8/68 (11.8)</td>
<td valign="middle" align="center">2,139/178,267 (1.2)</td>
<td valign="middle" align="center">11.0 (5.2 to 23.0)</td>
<td valign="middle" align="center"><bold><italic>p &lt;0.0001</italic></bold></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;&#x2265;50 years old</td>
<td valign="middle" align="center">50/464 (10.8)</td>
<td valign="middle" align="center">7,992/252,941 (3.2)</td>
<td valign="middle" align="center">3.7 (2.8 to 5.0)</td>
<td valign="middle" align="center"><bold><italic>p &lt;0.0001</italic></bold></td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">&#x2003;Thyroid cancer</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;18&#x2013;49 years old</td>
<td valign="middle" align="center">1/68 (1.5)</td>
<td valign="middle" align="center">1,693/178,267 (0.9)</td>
<td valign="middle" align="center">1.6 (0.2 to 11.2)</td>
<td valign="middle" align="center"><italic>p = 0.478</italic></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;&#x2265;50 years old</td>
<td valign="middle" align="center">17/464 (3.7)</td>
<td valign="middle" align="center">3,625/252,941 (1.4)</td>
<td valign="middle" align="center">2.6 (1.6 to 4.3)</td>
<td valign="middle" align="center"><bold><italic>p = 0.0005</italic></bold></td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">&#x2003;Hyperthyroidism</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;18&#x2013;49 years old</td>
<td valign="middle" align="center">2/68 (2.9)</td>
<td valign="middle" align="center">2,054/178,267 (1.2)</td>
<td valign="middle" align="center">2.6 (0.6 to 10.6)</td>
<td valign="middle" align="center"><italic>p = 0.185</italic></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;&#x2265;50 years old</td>
<td valign="middle" align="center">13/464 (2.8)</td>
<td valign="middle" align="center">3,464/252,941 (1.4)</td>
<td valign="middle" align="center">2.1 (1.2 to 3.6)</td>
<td valign="middle" align="center"><bold><italic>p = 0.015</italic></bold></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Bold values indicate statistical significance.</p>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T5" position="float">
<label>Table&#xa0;5</label>
<caption>
<p>Age and sex adjusted subanalysis comparing thyroid disease burden between male meningioma patients and the male thyroid tested patient population in the external validation cohort.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Characteristics</th>
<th valign="middle" align="center">Male meningioma (%)</th>
<th valign="middle" align="center">Male patient population with thyroid testing (%)</th>
<th valign="middle" align="center">Odd ratio (95% CI)</th>
<th valign="middle" align="center">Fisher&#x2019;s exact test</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Thyroid disease</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center"><italic>-</italic></td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">&#x2003;Thyroid hormone usage</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;18&#x2013;49 years old</td>
<td valign="middle" align="center">4/33 (12.1)</td>
<td valign="middle" align="center">992/75,446 (1.3)</td>
<td valign="middle" align="center">10.4 (3.6 to 29.5)</td>
<td valign="middle" align="center"><bold><italic>p = 0.0009</italic></bold></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;&#x2265;50 years old</td>
<td valign="middle" align="center">27/180 (15)</td>
<td valign="middle" align="center">6,856/167,857 (4.1)</td>
<td valign="middle" align="center">4.1 (2.8 to 6.2)</td>
<td valign="middle" align="center"><bold><italic>p &lt; 0.0001</italic></bold></td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">&#x2003;Hypothyroidism</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;18&#x2013;49 years old</td>
<td valign="middle" align="center">4/33 (12.1)</td>
<td valign="middle" align="center">3,601/75,446 (4.8)</td>
<td valign="middle" align="center">2.8 (1.0 to 7.8)</td>
<td valign="middle" align="center"><italic>p = 0.071</italic></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;&#x2265;50 years old</td>
<td valign="middle" align="center">22/180 (12.2)</td>
<td valign="middle" align="center">19,900/167,857 (11.9)</td>
<td valign="middle" align="center">1.0 (0.7 to 1.6)</td>
<td valign="middle" align="center"><italic>p = 0.818</italic></td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">&#x2003;Nodular disease</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;18&#x2013;49 years old</td>
<td valign="middle" align="center">1/33 (3.0)</td>
<td valign="middle" align="center">338/75,446 (0.4)</td>
<td valign="middle" align="center">6.9 (0.9 to 51.0)</td>
<td valign="middle" align="center"><italic>p = 0.138</italic></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;&#x2265;50 years old</td>
<td valign="middle" align="center">8/180 (4.4)</td>
<td valign="middle" align="center">2,259/167,857 (1.3)</td>
<td valign="middle" align="center">3.4 (1.7 to 6.9)</td>
<td valign="middle" align="center"><bold><italic>p = 0.003</italic></bold></td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">&#x2003;Thyroid cancer</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;18&#x2013;49 years old</td>
<td valign="middle" align="center">1/33 (3.0)</td>
<td valign="middle" align="center">365/75,446 (0.5)</td>
<td valign="middle" align="center">6.4 (0.9 to 47.2)</td>
<td valign="middle" align="center"><italic>p = 0.148</italic></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;&#x2265;50 years old</td>
<td valign="middle" align="center">5/180 (2.8)</td>
<td valign="middle" align="center">1,404/167,857 (0.8)</td>
<td valign="middle" align="center">3.4 (1.4 to 8.3)</td>
<td valign="middle" align="center"><bold><italic>p = 0.018</italic></bold></td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">&#x2003;Hyperthyroidism</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;18&#x2013;49 years old</td>
<td valign="middle" align="center">0/33 (0)</td>
<td valign="middle" align="center">460/75,446 (0.6)</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center"><italic>p = 1</italic></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;&#x2265;50 years old</td>
<td valign="middle" align="center">1/180 (0.6)</td>
<td valign="middle" align="center">1,233/167,857 (0.7)</td>
<td valign="middle" align="center">0.8 (0.1 to 5.4)</td>
<td valign="middle" align="center"><italic>p = 1</italic></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Bold values indicate statistical significance.</p>
</table-wrap-foot>
</table-wrap>
<p>Finally, an analysis of the prevalence of meningiomas in patients with thyroid disease versus thyroid tested patients without thyroid disease was performed. In the female patient population between the ages of 18 and 49 years, the significant meningioma odds ratios were 2.1 (CI95%, 1.6-2.7, p&lt;0.0001) for females with hypothyroidism, 2.7 (CI95%, 1.9-3.9, p&lt;0.0001) for nodular disease, and 2.3 (CI95%, 1.2-4.4, p=0.01) for thyroid cancer (<xref ref-type="table" rid="T6"><bold>Table&#xa0;6</bold></xref>). For females with thyroid disease aged 50 years or older, the significant meningioma odds ratios were 1.6 (CI95%, 1.4-1.6, p&lt;0.0001) in females with hypothyroidism, 1.7 (CI95%, 1.6-1.9, p&lt;0.0001) for nodular disease, 1.6 (CI95%, 1.3-2.0, p&lt;0.0001) for thyroid cancer, and 0.5 (CI95%, 0.5-0.6, p&lt;0.0001) for thyroid hormone usage (<xref ref-type="table" rid="T6"><bold>Table&#xa0;6</bold></xref>). For male patients between the ages of 18 and 49 years, the significant meningioma odds ratios were 4.5 (CI95%, 2.9-7.1, p&lt;0.0001) for males with hypothyroidism, 4.1 (CI95%, 1.9-8.9, p&lt;0.0001) for nodular disease, and 3.3 (CI95%, 2.1-5.2, p&lt;0.0001) for thyroid hormone usage (<xref ref-type="table" rid="T7"><bold>Table&#xa0;7</bold></xref>). For males with thyroid disease aged 50 years or older, the significant meningioma odds ratios were 1.7 (CI95%, 1.5-2.0, p&lt;0.0001) in males with hypothyroidism, 2.0 (CI95%, 1.6-2.5, p&lt;0.0001) for nodular disease, 3.1 (CI95%, 2.2-4.4, p&lt;0.0001) for thyroid cancer, and 0.6 (CI95%, 0.5-0.8, p&lt;0.0001) for thyroid hormone usage (<xref ref-type="table" rid="T7"><bold>Table&#xa0;7</bold></xref>).</p>
<table-wrap id="T6" position="float">
<label>Table&#xa0;6</label>
<caption>
<p>Age and sex adjusted subanalysis comparing meningioma disease burden between female thyroid disease patients and the female thyroid tested patient population in the external validation cohort.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Characteristics</th>
<th valign="middle" align="center">Female thyroid disease patients with meningioma (%)</th>
<th valign="middle" align="center">Female, thyroid-tested, no thyroid disease (% with meningioma)</th>
<th valign="middle" align="center">Odd ratio (95% CI)</th>
<th valign="middle" align="center">Fisher&#x2019;s exact test</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Thyroid disease</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center"><italic>-</italic></td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">&#x2003;Thyroid hormone usage</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;18&#x2013;49 years old</td>
<td valign="middle" align="center">48/31,626 (0.2)</td>
<td valign="middle" align="center">265/180,866 (0.1)</td>
<td valign="middle" align="center">1.0 (0.8 to 1.4)</td>
<td valign="middle" align="center"><italic>p = 0.812</italic></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;&#x2265;50 years old</td>
<td valign="middle" align="center">688/142,707 (0.5)</td>
<td valign="middle" align="center">2,389/261,586 (0.9)</td>
<td valign="middle" align="center">0.5 (0.5 to 0.6)</td>
<td valign="middle" align="center"><bold><italic>p &lt; 0.0001</italic></bold></td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">&#x2003;Hypothyroidism</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;18&#x2013;49 years old</td>
<td valign="middle" align="center">69/23,956 (0.3)</td>
<td valign="middle" align="center">231/165,670 (0.1)</td>
<td valign="middle" align="center">2.1 (1.6 to 2.7)</td>
<td valign="middle" align="center"><bold><italic>p &lt; 0.0001</italic></bold></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;&#x2265;50 years old</td>
<td valign="middle" align="center">1,126/86,057 (1.3)</td>
<td valign="middle" align="center">1,792/211,357 (0.8)</td>
<td valign="middle" align="center">1.6 (1.4 to 1.7)</td>
<td valign="middle" align="center"><bold><italic>p &lt; 0.0001</italic></bold></td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">&#x2003;Nodular disease</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;18&#x2013;49 years old</td>
<td valign="middle" align="center">33/8,590 (0.4)</td>
<td valign="middle" align="center">248/175,538 (0.1)</td>
<td valign="middle" align="center">2.7 (1.9 to 3.9)</td>
<td valign="middle" align="center"><bold><italic>p &lt; 0.0001</italic></bold></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;&#x2265;50 years old</td>
<td valign="middle" align="center">497/31,572 (1.6)</td>
<td valign="middle" align="center">2,213/242,655 (0.9)</td>
<td valign="middle" align="center">1.7 (1.6 to 1.9)</td>
<td valign="middle" align="center"><bold><italic>p &lt; 0.0001</italic></bold></td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">&#x2003;Thyroid cancer</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;18&#x2013;49 years old</td>
<td valign="middle" align="center">10/2,890 (0.3)</td>
<td valign="middle" align="center">265/179,209 (0.1)</td>
<td valign="middle" align="center">2.3 (1.2 to 4.4)</td>
<td valign="middle" align="center"><bold><italic>p = 0.013</italic></bold></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;&#x2265;50 years old</td>
<td valign="middle" align="center">101/6,469 (1.6)</td>
<td valign="middle" align="center">2,477/257,906 (1)</td>
<td valign="middle" align="center">1.6 (1.3 to 2.0)</td>
<td valign="middle" align="center"><bold><italic>p &lt; 0.0001</italic></bold></td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">&#x2003;Hyperthyroidism</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;18&#x2013;49 years old</td>
<td valign="middle" align="center">3/2,688 (0.1)</td>
<td valign="middle" align="center">267/178,752 (0.1)</td>
<td valign="middle" align="center">0.8 (0.2 to 2.3)</td>
<td valign="middle" align="center"><italic>p = 0.8</italic></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;&#x2265;50 years old</td>
<td valign="middle" align="center">54/4,642 (1.2)</td>
<td valign="middle" align="center">2,507/258,080 (1)</td>
<td valign="middle" align="center">1.2 (0.9 to 1.6)</td>
<td valign="middle" align="center"><italic>p = 0.2</italic></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Bold values indicate statistical significance.</p>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T7" position="float">
<label>Table&#xa0;7</label>
<caption>
<p>Age and sex adjusted subanalysis comparing meningioma disease burden between male thyroid disease patients and the male thyroid tested patient population in the external validation cohort.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Characteristics</th>
<th valign="middle" align="center">Male thyroid disease patients with meningioma (%)</th>
<th valign="middle" align="center">Male, thyroid-tested, no thyroid disease (% with meningioma)</th>
<th valign="middle" align="center">Odd ratio (95% CI)</th>
<th valign="middle" align="center">Fisher&#x2019;s exact test</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Thyroid disease</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center"><italic>-</italic></td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">&#x2003;Thyroid hormone usage</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;18&#x2013;49 years old</td>
<td valign="middle" align="center">24/6,146 (0.4)</td>
<td valign="middle" align="center">90/76,727 (0.1)</td>
<td valign="middle" align="center">3.3 (2.1 to 5.2)</td>
<td valign="middle" align="center"><bold><italic>p &lt; 0.0001</italic></bold></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;&#x2265;50 years old</td>
<td valign="middle" align="center">131/47,865 (0.3)</td>
<td valign="middle" align="center">731/172,977 (0.4)</td>
<td valign="middle" align="center">0.7 (0.5 to 0.8)</td>
<td valign="middle" align="center"><bold><italic>p &lt; 0.0001</italic></bold></td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">&#x2003;Hypothyroidism</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;18&#x2013;49 years old</td>
<td valign="middle" align="center">25/5,192 (0.4)</td>
<td valign="middle" align="center">78/73,171 (0.1)</td>
<td valign="middle" align="center">4.5 (2.9 to 7.1)</td>
<td valign="middle" align="center"><bold><italic>p &lt; 0.0001</italic></bold></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;&#x2265;50 years old</td>
<td valign="middle" align="center">216/31,836 (0.7)</td>
<td valign="middle" align="center">605/152,954 (0.4)</td>
<td valign="middle" align="center">1.7 (1.5 to 2.0)</td>
<td valign="middle" align="center"><bold><italic>p &lt; 0.0001</italic></bold></td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">&#x2003;Nodular disease</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;18&#x2013;49 years old</td>
<td valign="middle" align="center">7/1,497 (0.5)</td>
<td valign="middle" align="center">87/75,920 (0.1)</td>
<td valign="middle" align="center">4.1 (1.9 to 8.9)</td>
<td valign="middle" align="center"><bold><italic>p = 0.002</italic></bold></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;&#x2265;50 years old</td>
<td valign="middle" align="center">76/8,978 (0.8)</td>
<td valign="middle" align="center">717/167,607 (0.4)</td>
<td valign="middle" align="center">2.0 (1.6 to 2.5)</td>
<td valign="middle" align="center"><bold><italic>p &lt; 0.0001</italic></bold></td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">&#x2003;Thyroid cancer</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;18&#x2013;49 years old</td>
<td valign="middle" align="center">2/669 (0.3)</td>
<td valign="middle" align="center">93/76,373 (0.1)</td>
<td valign="middle" align="center">2.5 (0.6 to 10)</td>
<td valign="middle" align="center"><italic>p = 0.2</italic></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;&#x2265;50 years old</td>
<td valign="middle" align="center">33/2,477 (1.3)</td>
<td valign="middle" align="center">748/171,556 (0.4)</td>
<td valign="middle" align="center">3.1 (2.2 to 4.4)</td>
<td valign="middle" align="center"><bold><italic>p &lt; 0.0001</italic></bold></td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">&#x2003;Hyperthyroidism</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;18&#x2013;49 years old</td>
<td valign="middle" align="center">1/594 (0.1)</td>
<td valign="middle" align="center">93/76,274 (0.1)</td>
<td valign="middle" align="center">1.4 (0.2 to 9.9)</td>
<td valign="middle" align="center"><italic>p = 0.5</italic></td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2003;&#x2265;50 years old</td>
<td valign="middle" align="center">2/1,620 (0.1)</td>
<td valign="middle" align="center">767/171,733 (0.4)</td>
<td valign="middle" align="center">0.3 (0.1 to 1.1)</td>
<td valign="middle" align="center"><italic>p = 0.06</italic></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Bold values indicate statistical significance.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s6" sec-type="discussion">
<title>Discussion</title>
<p>The etiology and pathogenesis of meningiomas and potential overlaps with thyroid dysfunction remain largely unknown (<xref ref-type="bibr" rid="B22">22</xref>). In this retrospective study with external validation, we show that thyroid disease may be associated with intracranial meningiomas, supporting previous research by others (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>). Within the Endeavor HealthSystem Intracranial Meningioma cohort, we also found that thyroid disease was more common in females than males, however this is expected given the previously established individual associations between the female sex, thyroid disease, and meningioma (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Table&#xa0;1</bold></xref>) (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B15">15</xref>). After adjustment for age and sex in the External Validation cohort, meningioma patients did not have higher odds of having hypothyroidism; however, they were significantly more likely to be using thyroid hormone replacement therapy. This suggests that patients with meningiomas may be more likely to experience clinically significant hypothyroidism requiring treatment.</p>
<p>Thyroid hormones are necessary for normal brain development and cross the blood-brain barrier by binding to transmembrane transporters (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B24">24</xref>). Mechanistically, it is unclear whether or how thyroid function might affect meningioma development or growth. However, hypothyroidism (the most commonly identified thyroid disorder in our cohort) is associated with metabolic dysfunction and possibly obesity, both risk factors for the development of meningiomas and other neoplasms (<xref ref-type="bibr" rid="B25">25</xref>). It is plausible that thyroid dysfunction may contribute to meningioma pathogenesis through adverse effects on metabolism, a mechanism previously proposed by Seliger et&#xa0;al., who found in their matched case-control retrospective analysis that both obesity and arterial hypertension, core features of metabolic syndrome, were associated with an increased risk of meningioma (<xref ref-type="bibr" rid="B26">26</xref>). These findings have been substantiated by numerous studies, which have consistently linked adiposity with elevated meningioma risk (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B27">27</xref>&#x2013;<xref ref-type="bibr" rid="B31">31</xref>).</p>
<p>Further potential mechanisms of thyroid dysfunction and meningioma risk may involve the interplay between obesity, elevated serum insulin (<xref ref-type="bibr" rid="B32">32</xref>) and insulin-like growth factor levels (<xref ref-type="bibr" rid="B33">33</xref>), and the excess production of estrogens from adipose tissue (<xref ref-type="bibr" rid="B34">34</xref>), all of which may contribute to meningioma risk, especially in women (<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B36">36</xref>). Chronic inflammation, impaired immune function, and increased oxidative stress, which are common in metabolic syndrome, may also play a role in meningioma tumorigenesis (<xref ref-type="bibr" rid="B37">37</xref>). Interestingly, while speculation exists that elevated insulin signaling may promote meningioma development, the literature remains mixed, as some studies have found positive, null, and negative associations between diabetes and meningioma risk (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B38">38</xref>&#x2013;<xref ref-type="bibr" rid="B40">40</xref>). Overall, while the existing literature on the topic of obesity, abnormal insulin signaling, and their association with increased meningioma risk may not be conclusive, our findings in conjunction with prior literature warrant further investigation into the mechanistic link between thyroid dysfunction, metabolic dysfunction, and meningioma development. A better understanding of these mechanisms may shed light on modifiable risk factors and inform future preventative or therapeutic strategies for this disease.</p>
<p>Considering that intracranial tumors are often treated with cranial irradiation, one possible confounding mechanism of thyroid dysfunction in meningioma patients is secondary to treatment, which has been previously suggested (<xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B42">42</xref>). Our database did not specifically identify the diagnosis of central (secondary) hypothyroidism, and it is possible that a subset of hypothyroid patients had hypothyroidism due to pituitary dysfunction. Brain irradiation, especially, is a well-known cause of pituitary dysfunction (<xref ref-type="bibr" rid="B42">42</xref>). Alternatively, Schneider et&#xa0;al. suggested that patients can develop hypopituitarism as a result of neurosurgery alone (<xref ref-type="bibr" rid="B43">43</xref>). In this study, this complication occurred more frequently in patients who underwent neurosurgery compared to those who only received chemotherapy or radiotherapy, regardless of whether the tumor was centrally or non-centrally located (<xref ref-type="bibr" rid="B43">43</xref>). This finding suggests that brain trauma secondary to surgical treatment may play a pivotal role in the development of pituitary dysfunction (<xref ref-type="bibr" rid="B42">42</xref>). However, in this study, the higher prevalence of thyroid disorders in meningioma relative to glioblastoma is unlikely to be driven by interventional confounders. This is due to differences in standard-of-care between the populations: brain radiotherapy and chemotherapy are utilized nearly universally in glioblastoma but used in only a small fraction of meningiomas cases (<xref ref-type="bibr" rid="B44">44</xref>). It does remain possible that development of treatment-induced thyroid dysfunction is diagnosed at a lower rate in glioblastoma due to the shorter survival in this patient cohort. Additionally, these interventional mechanisms do not address the other thyroid issues possibly associated with meningiomas, such as hyperthyroidism, thyroid cancer, and thyroid nodules. Although strong individual associations exist between female sex, age, and both thyroid disorders and meningiomas (<xref ref-type="bibr" rid="B45">45</xref>), controlling for sex and age in our stratified analyses still uncovered higher odds ratios of thyroid disorders among meningioma patients relative to patients who underwent thyroid testing. This demonstrates that the observed relationship remains independent of sex and age as confounding variables. Interestingly, while this study mainly served to analyze the prevalence of thyroid disease in meningioma patients, similar associations were observed when analyzing the reverse, the prevalence of meningiomas in patients with thyroid disease, with significant associations found in all subgroups except for patients with hyperthyroidism, young males with thyroid cancer, and young females taking thyroid hormones. Of note, we observed a lower prevalence of meningiomas in both older male and female patients taking thyroid hormones, which may seem to contradict our earlier finding of increased thyroid hormone usage in patients with meningiomas when compared to the thyroid tested general population. However, it is important to note that these observations are fundamentally different, as the former examines the proportion of thyroid hormone users among meningioma patients, while the latter assesses the proportion of meningioma diagnoses among thyroid hormone users. These findings may reflect differing baseline risks, treatment behaviors, or ascertainment patterns with these subpopulations. Nevertheless, this study notes bidirectional associations between thyroid disease and meningiomas, and the unclear nature of these associations highlights the need for longitudinal analyses to assess causality and temporal relationships.</p>
<p>One potential source of concern in this study is detection bias, as meningioma patients may have been more likely to receive testing for thyroid function. However, our control population was limited to patients who received thyroid testing from the Second Institution, consequently minimizing this source of bias. Thus, overall, our findings suggest the potential existence of other unexplored mechanisms linking thyroid disorders to meningiomas that may be of clinical significance. Particularly, given the higher proportion of patients with thyroid hormone replacement (clinically significant hypothyroidism) in the meningioma cohort, thyroid screening could potentially be considered during the work up for meningioma, however, further research is required to clarify the nature of this association and determine whether formal thyroid screening guidelines for meningioma patients are justified. Additionally, the role of comorbidities, such as depression in adverse postoperative employment outcomes for meningioma patients has been described before (<xref ref-type="bibr" rid="B5">5</xref>), and thyroid dysfunction is potentially another, modifiable risk factor.</p>
</sec>
<sec id="s7">
<title>Limitations</title>
<p>Although this study suggests an interesting link between thyroid disease and meningiomas, there are limitations that should be considered. Firstly, the study is retrospective in nature, making it difficult to establish a causal link between thyroid dysfunction and meningiomas. The study is also limited as the Endeavor Health analysis does not include a control group. However, our external validation of the results using the Second Institution&#x2019;s EMR SlicerDicer data mitigates this limitation as it compares thyroid disease prevalence in meningioma patients and the thyroid tested patient population. The SlicerDicer data also strengthens the reproducibility of this study as it involves an independent cohort of patients, and the use of a brain tumor control cohort allows us to reduce the probability of confounding by intracranial interventions. Another limitation of this study is that the hypothyroidism diagnosis may include both primary and secondary hypothyroidism, which may be present in patients with meningiomas in the sellar region. Potential confounding variables include obesity. However, our data is in line with previous retrospective studies. Further research is needed to explore the potential role of thyroid function in meningioma pathogenesis, evaluating possible molecular drivers as well as effects on tumor volume and growth rate. Prospective studies tracking thyroid function over time may shed light on the importance of endocrine function on meningioma growth and development.</p>
</sec>
<sec id="s8" sec-type="conclusions">
<title>Conclusions</title>
<p>Thyroid dysfunction is common in patients with intracranial meningiomas. Hypothyroidism is the most common thyroid disorder in this cohort. Although a mechanistic link has not been established, there is growing evidence suggesting an interplay between thyroid function and the development of meningiomas and other intracranial tumors. Future studies are needed to establish the impact of thyroid disease on meningioma outcomes.</p>
</sec>
</body>
<back>
<sec id="s9" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Material</bold></xref>. Further inquiries can be directed to the corresponding author.</p></sec>
<sec id="s10" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The studies involving humans were approved by Johns Hopkins Medicine Institutional Review Board. The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent for participation was not required from the participants or the participants&#x2019; legal guardians/next of kin in accordance with the national legislation and institutional requirements.</p></sec>
<sec id="s11" sec-type="author-contributions">
<title>Author contributions</title>
<p>MS-G: Writing &#x2013; review &amp; editing, Formal analysis, Writing &#x2013; original draft, Data curation, Methodology, Investigation. JB: Formal analysis, Data curation, Writing &#x2013; review &amp; editing, Methodology, Writing &#x2013; original draft. CY: Writing &#x2013; review &amp; editing. AW:&#xa0;Writing&#xa0;&#x2013; review &amp; editing. LD: Writing &#x2013; review &amp; editing. MW: Writing &#x2013; review &amp; editing. CT: Writing &#x2013; review &amp; editing. RS:&#xa0;Writing &#x2013; review &amp; editing. DM: Writing &#x2013; review &amp; editing. DK: Supervision, Writing &#x2013; review &amp; editing, Methodology, Investigation, Conceptualization, Data curation, Resources, Formal analysis. RM: Conceptualization, Writing &#x2013; review &amp; editing, Supervision.</p></sec>
<sec id="s13" 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="s14" 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>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p></sec>
<sec id="s15" 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>
<sec id="s16" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fonc.2025.1635097/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fonc.2025.1635097/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/></sec>
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