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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Med.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Medicine</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Med.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2296-858X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmed.2026.1754058</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Review</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Advances in immunotherapy for thyroid malignancies: from molecular targets to clinical outcomes</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Lv</surname> <given-names>Shuo</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/3293550/overview"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &amp; editing</role>
</contrib>
<contrib contrib-type="author">
<name><surname>Wang</surname> <given-names>Jinbao</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &amp; editing</role>
</contrib>
<contrib contrib-type="author">
<name><surname>Chen</surname> <given-names>Guohao</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &amp; editing</role>
</contrib>
<contrib contrib-type="author">
<name><surname>Wang</surname> <given-names>Yongshun</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &amp; editing</role>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Liu</surname> <given-names>Naiqing</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &amp; editing</role>
</contrib>
</contrib-group>
<aff id="aff1"><label>1</label><institution>Shandong Second Medical University</institution>, <city>Weifang</city>, <country country="cn">China</country></aff>
<aff id="aff2"><label>2</label><institution>Linyi Central Hospital</institution>, <city>Linyi</city>, <country country="cn">China</country></aff>
<aff id="aff3"><label>3</label><institution>Linyi People&#x2019;s Hospital</institution>, <city>Linyi</city>, <country country="cn">China</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Naiqing Liu, <email xlink:href="mailto:17658012049@163.com">17658012049@163.com</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-12">
<day>12</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>13</volume>
<elocation-id>1754058</elocation-id>
<history>
<date date-type="received">
<day>25</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>08</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>14</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 Lv, Wang, Chen, Wang and Liu.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Lv, Wang, Chen, Wang and Liu</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-12">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>Thyroid cancers comprise a diverse collection of endocrine tumors, notably papillary, follicular, medullary, and anaplastic carcinomas, each differentiated by their molecular alterations, clinical behavior, and responsiveness to therapies. Current treatment algorithms of surgical resection, radioiodine treatment, and selective small-molecule inhibitors, although effective for many cases, confront significant limitations, particularly in anaplastic and advanced medullary tumors, where resistance to conventional agents correlates with diminished prognosis, thereby demanding the exploration of innovative therapeutic strategies.</p>
</sec>
<sec>
<title>Purpose</title>
<p>This article reviews contemporary immunotherapy-directed interventions for thyroid cancers, highlighting the elucidation of actionable tumor antigens, the reengineering of the immunologic tumor microenvironment, and the ongoing efforts to translate these laboratory findings into practicable, evidence-based clinical protocols.</p>
</sec>
<sec>
<title>Key findings</title>
<p>Recent studies underscore the critical efficacy of immune checkpoint inhibitors targeting the PD-1/PD-L1 and CTLA-4 pathways in select populations of anaplastic thyroid carcinoma (ATC), medullary thyroid carcinoma (MTC), and PD-L1-expressing differentiated thyroid cancers. Next-generation immune modulators, specifically inhibitors directed against LAG-3 and TIM-3, are being evaluated in combinatorial frameworks. Vaccines engineered to elicit responses against the BRAF<sup><italic>V</italic>600<italic>E</italic></sup> mutation, RET/PTC fusions, and additional neoantigens have shown promising immunogenic profiles in preliminary trial cohorts, while adoptive transfer methodologies, including tumor-infiltrating lymphocyte (TIL) mobilization and engineered CAR-T lymphocytes, are progressing through preclinical and early-phase clinical benchmarks. Concurrently, oncolytic viral vectors are being harnessed to amplify neoantigen liberation and, consequently, to amplify systemic immunity. When immunotherapeutic modalities are judiciously aligned with tyrosine kinase inhibitors (TKIs) or radiotherapeutic regimens, cumulative anti-tumor effects are accentuated, purportedly through mechanisms such as immunogenic cell death induction and the reprograming of immune-tolerant tumor ecosystems.</p>
</sec>
<sec>
<title>Conclusion and future perspective</title>
<p>Immunotherapy is set to transform the treatment paradigm for thyroid cancers, although remaining hurdles, the disquietingly low baseline immunogenicity of differentiated tumors, the rapid, capricious emergence of resistance, and complex immune-related endocrine toxicities, must be systematically addressed. Success in this arena will hinge on utilitarian biomarker-based cohort selection, the discovery of fresh immunogenic epitopes, and the meticulous design of synergistic treatment combinations. The synergistic leverage of genomic, transcriptomic, and immune landscape dissection, coupled with cutting-edge engineered lymphocyte platforms and engineered oncolytic vectors, may finally position immunotherapy as an unassailable pillar of bespoke medicine for advanced thyroid carcinomas.</p>
</sec>
</abstract>
<kwd-group>
<kwd>anaplastic thyroid carcinoma</kwd>
<kwd>BRAFV600E mutation</kwd>
<kwd>CAR-T lymphocytes</kwd>
<kwd>CTLA-4 pathways</kwd>
<kwd>immune checkpoint inhibitors</kwd>
<kwd>LAG-3</kwd>
<kwd>medullary thyroid carcinoma</kwd>
<kwd>neoantigens</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This research was supported by the NationalHuman Genetic Resources Sharing Service Platform (Platform No. 2005DKA21300).</funding-statement>
</funding-group>
<counts>
<fig-count count="4"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="160"/>
<page-count count="16"/>
<word-count count="11866"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Gene and Cell Therapy</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>The risks of thyroid cancers are reported in smokers, alcoholics, obese and people with low physical activity and are found to be higher in women than men (<xref ref-type="bibr" rid="B1">1</xref>), and thyroid malignancies rank as the most frequently diagnosed endocrine cancers (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>), representing an assemblage of histological subtypes that includes papillary thyroid carcinoma (PTC), follicular thyroid carcinoma (FTC), medullary thyroid carcinoma (MTC), and anaplastic thyroid carcinoma (ATC) (<xref ref-type="bibr" rid="B4">4</xref>&#x2013;<xref ref-type="bibr" rid="B8">8</xref>). Differentiated carcinomas, notably PTC and FTC, typically enjoy an auspicious prognosis under existing management regimens, yet clinically aggressive phenotypes, primally ATC and high-stage MTC, continue to confer dismal survival figures even in the context of multimodal treatment (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>). Longitudinal epidemiological data signal an ascending global thyroid cancer incidence, a trend ascribed in part to enhancements in diagnostic accuracy (<xref ref-type="bibr" rid="B11">11</xref>); conversely, mortality figures for advanced disease have scarcely budged, thereby compelling the search for emergent, efficacious therapeutic alternatives (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>). A summary of the origin, incidence, and prevalence of several classes of thyroid cancers is given in <xref ref-type="table" rid="T1">Table 1</xref> (<xref ref-type="bibr" rid="B14">14</xref>). However, a distinct dichotomy exists: while rare subtypes like ATC often exhibit an inflamed phenotype responsive to checkpoint blockade, the more common differentiated thyroid cancers (DTCs) are typically immunologically &#x2018;cold&#x2019; and resistant to monotherapy.</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Classification and prevalence of various types of thyroid cancers (<xref ref-type="bibr" rid="B14">14</xref>).</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<th valign="top" align="center" colspan="2">Tyroid tumors</th>
<th valign="top" align="center">Thyroid origin</th>
<th valign="top" align="center">Incidence (%)</th>
<th valign="top" align="center">Mutations</th>
<th valign="top" align="center">5-year survival</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="center" rowspan="2">Differentiated TC</td>
<td valign="top" align="center">PTC</td>
<td valign="top" align="center">FC Follicular cells</td>
<td valign="top" align="center">80</td>
<td valign="top" align="center">RET rearrangements BRAF, RAS</td>
<td valign="top" align="center">98%</td>
</tr>
<tr>
<td valign="top" align="center">FTC</td>
<td valign="top" align="center" rowspan="3"/>
<td valign="top" align="center">10</td>
<td valign="top" align="center">RAS</td>
<td valign="top" align="center">95%</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Poorly differentiated TC</td>
<td valign="top" align="center">2-15</td>
<td valign="top" align="center">BRAF, EIF1AX, RAS, TERT RET rearrangements</td>
<td valign="top" align="center">66%</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">ATC</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">BRAF, TP53, RAS, TERT RET rearrangements</td>
<td valign="top" align="center">12%</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">MTC</td>
<td valign="top" align="center">C cells</td>
<td valign="top" align="center">1-3</td>
<td valign="top" align="center">RET mutations</td>
<td valign="top" align="center">65%</td>
</tr>
</tbody>
</table></table-wrap>
<p>The present clinical toolkit for thyroid malignancies consists of complete surgical excision, radioactive iodine (RAI) (<sup>131</sup>I) detoxification (<xref ref-type="bibr" rid="B15">15</xref>&#x2013;<xref ref-type="bibr" rid="B17">17</xref>), suppression of thyroid-stimulating hormone (TSH) (<xref ref-type="bibr" rid="B18">18</xref>), external-beam irradiation (<xref ref-type="bibr" rid="B19">19</xref>), and, for specific situations, targeted molecular compounds such as tyrosine kinase inhibitors (TKIs) (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>) that inhibit RET, BRAF, or VEGFR signaling (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B22">22</xref>&#x2013;<xref ref-type="bibr" rid="B26">26</xref>). Such modalities have augmented survival and reduced recurrence in carefully selected populations (<xref ref-type="bibr" rid="B12">12</xref>). Yet, their overall benefit is limited by either inherent or emergent resistance, inadequate control of RAI-refractory disease, and the accumulation of toxic sequelae that diminish life quality (<xref ref-type="bibr" rid="B27">27</xref>). The severity of these shortcomings is accentuated in ATC, for which median survival rarely surpasses 12 months, and in advanced MTC, for which prolonged disease stabilization after TKI therapy is seldom observed (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B29">29</xref>).</p>
<p>Immunotherapeutic strategies have gained traction as potentially beneficial interventions across a spectrum of neoplasias, operating by potentiating the endogenous immune repertoire to detect and eliminate malignant cells (<xref ref-type="bibr" rid="B30">30</xref>&#x2013;<xref ref-type="bibr" rid="B32">32</xref>). The justification for deploying such therapies in thyroid oncology is supported by evidence that the thyroid tumor microenvironment (TME) contains measurable immune cell populations, expresses inhibitory checkpoint ligands (<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B34">34</xref>), and harbors genetic alterations capable of yielding neoantigens that could provoke an immune attack (<xref ref-type="bibr" rid="B35">35</xref>). Notwithstanding, thyroid neoplasms demonstrate heterogeneous immunogenic landscapes (<xref ref-type="bibr" rid="B30">30</xref>), with ATC manifesting an elevated tumor mutational burden (TMB) (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B36">36</xref>) and a more pronounced inflammatory infiltrate when contrasted to the relative immunological quiescence that typifies differentiated thyroid cancers (DTCs) (<xref ref-type="bibr" rid="B37">37</xref>&#x2013;<xref ref-type="bibr" rid="B39">39</xref>).</p>
<p>Recent advancements in immuno-oncology, particularly the refinement of immune checkpoint inhibitors (ICIs), adoptive cell transfer platforms, therapeutic vaccines, and oncolytic viral agents, have inaugurated promising strategies for the management of advanced, treatment-refractory thyroid neoplasms (<xref ref-type="bibr" rid="B40">40</xref>&#x2013;<xref ref-type="bibr" rid="B43">43</xref>). Clinical investigations have reported notable efficacy of programed death-1/programed death-ligand-1 (PD-1/PD-L1) and cytotoxic T-lymphocyte-associated protein-4 (CTLA-4) antagonism in ATC and niche cohorts of MTC, while combination regimens incorporating checkpoint blockade (<xref ref-type="bibr" rid="B44">44</xref>&#x2013;<xref ref-type="bibr" rid="B48">48</xref>), TKIs radiotherapy have elicited complementary effects via TME modification and the elicitation of immunogenic cell death (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B50">50</xref>). Concurrent preclinical investigations have pinpointed further immune modulators, including LAG-3 and TIM-3, as strategic nodes for dismantling adaptive immune resistance (<xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B51">51</xref>).</p>
<p>This review affords an integrative overview of immunotherapy evolution within thyroid oncology, traversing the molecular and cellular lexicon of immune evasion, the dissection of attainable immunologic targets, and the iterative translation of these insights into therapeutic protocols (<xref ref-type="bibr" rid="B52">52</xref>&#x2013;<xref ref-type="bibr" rid="B54">54</xref>). We delineate the unique immune microenvironments characterizing thyroid cancer subtypes, assess the therapeutic viability of novel immunomodulatory agents, and explore the prospective incorporation of immunotherapy into multimodal treatment regimens (<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B55">55</xref>&#x2013;<xref ref-type="bibr" rid="B57">57</xref>). We also scrutinize prevailing obstacles, encompassing immune-related endocrinopathies, the need for robust biomarkers delineating patient eligibility, and the evolving mechanisms underpinning therapeutic (<xref ref-type="bibr" rid="B58">58</xref>&#x2013;<xref ref-type="bibr" rid="B60">60</xref>). Finally, we delineate strategic research trajectories aimed at amplifying the clinical benefit of immunotherapeutic interventions across this heterogeneous cadre of endocrine neoplasms (<xref ref-type="bibr" rid="B53">53</xref>, <xref ref-type="bibr" rid="B61">61</xref>, <xref ref-type="bibr" rid="B62">62</xref>).</p>
</sec>
<sec id="S2">
<label>2</label>
<title>Tumor immunology of thyroid malignancies</title>
<sec id="S2.SS1">
<label>2.1</label>
<title>Thyroid tumor microenvironment</title>
<p>The microenvironment surrounding thyroid tumors is a highly organized and ever-evolving milieu that integrates neoplastic cells, immune constituents, stromal components, blood vessels, and an array of cytokines (<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B63">63</xref>). The composition and functionality of these immune constituents differ according to the specific tumor histotype and the broader disease trajectory. Tumor-infiltrating lymphocytes (TILs), particularly populations of CD8<sup>+</sup> cytotoxic and CD4<sup>+</sup> helper T cells, serve as principal agents of immunological assault against the neoplasm (<xref ref-type="bibr" rid="B47">47</xref>, <xref ref-type="bibr" rid="B64">64</xref>); yet, their effective firepower is commonly undermined by a spectrum of immunosuppressive cells, notably regulatory T cells (Tregs), myeloid-derived suppressor cell (MDSC) accumulations, and tumor-associated macrophages (TAMs) (<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B65">65</xref>&#x2013;<xref ref-type="bibr" rid="B67">67</xref>). The more malignant forms, particularly ATC, manifest a striking enrichment of M2-polarized TAMs that, through the secretion of immunomodulatory cytokines and inductive signals for neovascularization, effectively abbreviate tumor immune surveillance (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B68">68</xref>). Natural killer (NK) cell populations are detectable, yet their cytotoxic functionality frequently diminishes, a setback attributable to the tumor&#x2019;s ability to enact selective immune evasion (<xref ref-type="bibr" rid="B65">65</xref>). As depicted in <xref ref-type="fig" rid="F1">Figure 1</xref>, the transition from DTC to ATC correlates with a shift from a pauci-immune environment to one characterized by heavy macrophage infiltration and complex cytokine networks.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>A schematic representation of thyroid tumor microenvironments (<xref ref-type="bibr" rid="B69">69</xref>). Details are given in the text.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmed-13-1754058-g001.tif">
<alt-text content-type="machine-generated">Diagram illustrating the tumor microenvironment of thyroid tumors divided into DTC, PDTC, and ATC. It shows various immune cells such as TAM, NK, CTL, CD4+T, and others. Key molecules like CTLA-4, PD-L1, LAG3, TIM3, and cytokines/chemokines such as CCL2, CXCL8, and CXCL10 are highlighted. Enzymes IDO1 and ARG are also noted, with each section indicating the presence of these elements specific to the tumor types.</alt-text>
</graphic>
</fig>
<p>The cytokine and chemokine landscape within the thyroid TMEs critically orchestrates the recruitment and functional modulation of immune cells (<xref ref-type="bibr" rid="B70">70</xref>, <xref ref-type="bibr" rid="B71">71</xref>). Increased secretion of immunosuppressive cytokines such as interleukin-10 (IL-10) and transforming growth factor-beta (TGF-&#x03B2;) drives T-cell energy, whereas chemokine interactions along the CXCL12/CXCR4 axis promote tumor cell dispersal and metastatic dissemination (<xref ref-type="bibr" rid="B70">70</xref>, <xref ref-type="bibr" rid="B72">72</xref>, <xref ref-type="bibr" rid="B73">73</xref>). Concurrently, inflammatory mediators like IL-6 and TNF-&#x03B1; may paradoxically sustain tumor progression via prolonged inflammatory stimulation (<xref ref-type="bibr" rid="B74">74</xref>). Together, these factors craft an immune-privileged microenvironment that supports immune energy and tumor endurance (<xref ref-type="bibr" rid="B39">39</xref>).</p>
</sec>
<sec id="S2.SS2">
<label>2.2</label>
<title>Immune evasion mechanisms</title>
<p>Thyroid neoplasms adopt multiple immune evasion tactics to escape surveillance and destruction (<xref ref-type="bibr" rid="B75">75</xref>). A signature strategy involves selective downregulation of major histocompatibility complex class I (MHC-I) glycoproteins, attenuating the capacity of tumor cells to present neo-antigens to cytolytic T lymphocytes (<xref ref-type="bibr" rid="B34">34</xref>). This phenomenon is especially marked in poorly differentiated and anaplastic variants, leading to diminished detection by the adaptive immune compartment (<xref ref-type="bibr" rid="B70">70</xref>).</p>
<p>A further important mechanism comprises the increased expression of immune checkpoint ligands, particularly PD-L1, on both malignant thyroid cells and the immune infiltrate (<xref ref-type="bibr" rid="B76">76</xref>). The interaction of PD-L1 with PD-1 receptors on effector T cells dampens cytotoxic activity and contributes to T-cell functional exhaustion (<xref ref-type="bibr" rid="B70">70</xref>). In ATC, elevated PD-L1 levels are often detected and are associated with a TME that is characterized by an inflammatory signature, both marking a potential target for checkpoint inhibition and reflecting adaptive resistance of the immune compartment (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B33">33</xref>).</p>
<p>Simultaneously, the macrophage switch toward the M2 phenotype generates a milieu that favors tumor tolerance through the secretion of IL-10, vascular endothelial growth factor (VEGF), and various matrix metalloproteinases (MMPs), all of which promote tumor expansion and secondary spread (<xref ref-type="bibr" rid="B71">71</xref>). These pathways further undermine T-cell expansion by degrading tryptophan and generating metabolites that inhibit effector functions (<xref ref-type="bibr" rid="B34">34</xref>). Collectively, these signals create a permissive immune environment that reduces the likelihood of immune-mediated tumor rejection and hinders the progression of spontaneous regression (<xref ref-type="bibr" rid="B55">55</xref>).</p>
<sec id="S2.SS2.SSS1">
<label>2.3</label>
<title>Immunogenic variations among thyroid cancer subtypes</title>
<p>The immunogenic landscape of thyroid neoplasms is markedly diverse across subtypes (<xref ref-type="bibr" rid="B39">39</xref>). Various self-explanatory MAPK, PI3K, and WNT signaling pathways affected and modified in thyroid cancers are sketched in <xref ref-type="fig" rid="F2">Figure 2</xref> (<xref ref-type="bibr" rid="B39">39</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Genetic modifications affecting MAPK, PI3K and WNT signaling paths in thyroid cancer (<xref ref-type="bibr" rid="B39">39</xref>).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmed-13-1754058-g002.tif">
<alt-text content-type="machine-generated">Diagram illustrating three signaling pathways: MAPK, PI3K/AKT, and WNT. MAPK involves RTK activating a cascade through Ras, Raf, MEK, and ERK, leading to protein synthesis and proliferation. PI3K/AKT involves PI3K converting PIP2 to PIP3, activating AKT which impacts mTOR and other proteins promoting survival and angiogenesis. WNT involves WNT binding to Frizzled and LRP, affecting Dishevelled, and ultimately influencing cell migration.</alt-text>
</graphic>
</fig>
<list list-type="simple">
<list-item>
<label>(i)&#x00A0;</label>
<p>&#x00A0;&#x00A0;Papillary thyroid carcinoma (PTC): PTC usually shows moderate immunogenicity, evidenced by the presence of TILs and some cases of PD-L1 expression, particularly within BRAF<sup><italic>V</italic>600<italic>E</italic></sup> mutant variants (<xref ref-type="bibr" rid="B74">74</xref>, <xref ref-type="bibr" rid="B77">77</xref>). The overall mutational frequency is low; however, neoantigen formation can still be significant when specific driver mutations coexist, suggesting potential targets for neoantigen-based vaccination and adoptive cell-transfer therapies (<xref ref-type="bibr" rid="B78">78</xref>).</p>
</list-item>
<list-item>
<label>(ii)&#x00A0;</label>
<p>&#x00A0;&#x00A0;Anaplastic thyroid carcinoma (ATC): ATC is distinguished by a substantially elevated TMB, dense immune cell infiltration, and recurrent PD-L1 overexpression (<xref ref-type="bibr" rid="B79">79</xref>, <xref ref-type="bibr" rid="B80">80</xref>). The conjunction of these immunological characteristics and the synthesis of pro-inflammatory cytokines identifies ATC as an attractive tumor for immune checkpoint blockade, especially when paired with selective kinase inhibitors to amplify the immunologic response (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B81">81</xref>).</p>
</list-item>
<list-item>
<label>(iii)&#x00A0;</label>
<p>&#x00A0;&#x00A0;Medullary thyroid carcinoma (MTC): Originating from the parafollicular C cell lineage, MTC exhibits a neuroendocrine phenotype with moderate levels of immune cell presence. PD-L1 expression is less common compared with ATC, yet activated RET mutations and the immunogenicity of calcitonin create specific immunologic targets (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B82">82</xref>). The particular biology of MTC warrants customized immune-intervention strategies, potentially employing tumor-specific peptide vaccines or engineered T-cell receptor therapies (<xref ref-type="bibr" rid="B50">50</xref>).</p>
</list-item>
<list-item>
<label>(iv)&#x00A0;</label>
<p>&#x00A0;&#x00A0;Follicular thyroid carcinoma (FTC): FTC is the second most common thyroid carcinoma, metastasizes distantly with poorer outcomes, is subcategorized as minimally invasive, encapsulated, angioinvasive and widely invasive, and its prognostic factors have been determined in various studies (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B83">83</xref>). Studies have shown that FTC invasive tumor cell clusters markedly overexpress genes linked with pathways interacting with the extracellular matrix (ECM) remodeling and epithelial-to-mesenchymal transition (EMT) (<xref ref-type="bibr" rid="B84">84</xref>). The role of immunotherapy in the management of FTC has been extensively reviewed (<xref ref-type="bibr" rid="B85">85</xref>).</p>
</list-item>
</list>
<p>Awareness of these immunologic profiles, stratified by thyroid carcinoma subtype, is critical for developing the next generation of personalized immunotherapy (<xref ref-type="bibr" rid="B29">29</xref>). Tailored approaches can enhance therapeutic effectiveness while reducing the risk of immune-related adverse events (<xref ref-type="bibr" rid="B31">31</xref>).</p>
</sec>
</sec>
</sec>
<sec id="S3">
<label>3</label>
<title>Molecular targets for immunotherapy</title>
<sec id="S3.SS1">
<label>3.1</label>
<title>Immune checkpoints</title>
<p>Immune checkpoint molecules represent critical inhibitory pathways that preserve self-tolerance while fine-tuning the intensity of immune reactivity, thereby shielding normal tissues from collateral damage (<xref ref-type="bibr" rid="B55">55</xref>). In thyroid malignancies, neoplastic cells exploit these pathways to evade detection and destruction by the immune system (<xref ref-type="bibr" rid="B29">29</xref>). A summary of the molecular targets and targeted therapies is described in <xref ref-type="fig" rid="F3">Figure 3</xref> which summarized the landscape of targeted therapies, highlighting the distinction between established receptor tyrosine kinase inhibitors and the expanding repertoire of immunotherapeutic agents.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>A summary of various targeted therapies for the treatment of thyroid cancers (<xref ref-type="bibr" rid="B29">29</xref>).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmed-13-1754058-g003.tif">
<alt-text content-type="machine-generated">Chart titled &#x201C;Targeted Therapies for Thyroid Cancer&#x201D; categorizes treatments into sections: Receptor Tyrosine Kinase inhibitors, Peptide Receptor Radionuclide Therapy, Inhibitors targeting gene fusions, MAPK and PI3K signaling inhibitors, Immunotherapeutic agents, and Cancer vaccine. Each section lists drugs and their targets or associations, like Sorsfenib for VEGFR, KIT, FLT. Illustrations depict drugs, gene interactions, and vaccine delivery.</alt-text>
</graphic>
</fig>
<list list-type="simple">
<list-item>
<label>(i)&#x00A0;</label>
<p>&#x00A0;&#x00A0;Programed Death Protein-1 (PD-1) and its Ligand: PD-1 is found on activated T cells, B cells, and NK cells, and its ligand, PD-L1, is frequently upregulated on both tumor cells and immune cells within the tumor microenvironment (<xref ref-type="bibr" rid="B70">70</xref>, <xref ref-type="bibr" rid="B86">86</xref>). In ATC, rising PD-L1 levels have been linked to more aggressive disease, increased mutation burden, and a peritumoral inflamed microenvironment (<xref ref-type="bibr" rid="B55">55</xref>). Antibody-mediated blockade using agents such as pembrolizumab or nivolumab has been shown to reinvigorate T-cell cytotoxicity and produce notable efficacy in PD-L1-expressing tumors (<xref ref-type="bibr" rid="B76">76</xref>).</p>
</list-item>
<list-item>
<label>(ii)&#x00A0;</label>
<p>&#x00A0;&#x00A0;Cytotoxic T-Lymphocyte-Associated Protein 4 (CTLA-4): CTLA-4 is an inhibitory receptor on activated effector T cells and regulatory T cells (Tregs) (<xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B65">65</xref>, <xref ref-type="bibr" rid="B74">74</xref>). It inhibits immune activation by competing with CD28 for B7 ligands on antigen-presenting cells. In thyroid cancer, CTLA-4 blockade with ipilimumab is predicted to augment the activation and proliferation of tumor-reactive T-cell clones, yet its efficacy is still being ascertained, most frequently in stratified combination regimens with PD-1/PD-L1 inhibitors to leverage complementary mechanisms of tumor immune evasion (<xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B45">45</xref>, <xref ref-type="bibr" rid="B87">87</xref>).</p>
</list-item>
<list-item>
<label>(iii)&#x00A0;</label>
<p>&#x00A0;&#x00A0;Emerging Negative Regulators (LAG-3, TIM-3, TIGIT): LAG-3 downregulates T-cell blastogenesis and cytokine production following antigen encounter, whereas TIM-3 expression marks T cells subjected to chronic antigenic stimulation, curtailing their effector functions (<xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B51">51</xref>). TIGIT inhibits NK and T-cell cytotoxicity by displacing CD226 from the poliovirus receptor (PVR/CD155) (<xref ref-type="bibr" rid="B88">88</xref>). All three pathways are now viewed as adaptive immune evasion mechanisms that upregulate following PD-1/PD-L1 inhibition (<xref ref-type="bibr" rid="B50">50</xref>). Their identification as redundantly activated circuits in thyroid cancer underscores their utility as rational co-targets in immunotherapeutic strategies aimed at overcoming treatment-resistant disease (<xref ref-type="bibr" rid="B44">44</xref>).</p>
</list-item>
</list>
<p>To clarify the translational status of these molecular targets, they can be categorized into three stages of clinical development.</p>
<list list-type="simple">
<list-item>
<label>(i)&#x00A0;</label>
<p>&#x00A0;&#x00A0;Clinically Validated Targets: The PD-1/PD-L1 axis currently represents the most mature target, with agents like pembrolizumab showing established efficacy in ATC and PD-L1-positive advanced DTC. Similarly, BRAF V600E and RET alterations are standard-of-care targets for tyrosine kinase inhibitors (TKIs), which are increasingly used in combination with immunotherapy to prime the tumor microenvironment.</p>
</list-item>
<list-item>
<label>(ii)&#x00A0;</label>
<p>&#x00A0;&#x00A0;Investigational Targets: Novel checkpoint targets, including LAG-3, TIM-3, and TIGIT, are under active evaluation in clinical trials, primarily as combinatorial partners to reverse adaptive resistance to PD-1 blockade.</p>
</list-item>
<list-item>
<label>(iii)&#x00A0;</label>
<p>&#x00A0;&#x00A0;Emerging/Preclinical Targets: Tumor-associated antigens such as MUC1 and CEA are currently being explored through CAR-T cell therapies and vaccine platforms. While technically feasible, these approaches are predominantly in early-phase trials or preclinical optimization stages.</p>
</list-item>
</list>
</sec>
<sec id="S3.SS2">
<label>3.2</label>
<title>Tumor-encoded and tumor-associated antigens</title>
<p>Both classes of antigens provide definitional substrates for immunological recognition and therapy, distinguished by their differential expression on neoplastic versus normal tissues (<xref ref-type="bibr" rid="B40">40</xref>). Briefly,</p>
<list list-type="simple">
<list-item>
<label>(i)&#x00A0;</label>
<p>&#x00A0;&#x00A0;BRAF<sup><italic>V</italic>600<italic>E</italic></sup> Allele: The BRAF<sup><italic>V</italic>600<italic>E</italic></sup> alteration, a nearly universal event in conventional PTC, yields a distinctive peptide that &#x2014; can be selectively presented on major histocompatibility complex (MHC) molecules ((<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B77">77</xref>, <xref ref-type="bibr" rid="B89">89</xref>). Clinical efforts now include synthetic peptide vaccines, adoptive T-cell therapy with T-cell receptors specific for the altered sequence, and oncolytic vector systems embedding the mutant neoepitope (<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B50">50</xref>, <xref ref-type="bibr" rid="B90">90</xref>).</p>
</list-item>
<list-item>
<label>(ii)&#x00A0;</label>
<p>&#x00A0;&#x00A0;RET/PTC Fusion Genes: Rearrangements that juxtapose the RET receptor tyrosine kinase with diverse partner loci are hallmark lesions in PTC and inherited MTC (<xref ref-type="bibr" rid="B82">82</xref>). Peptides derived from the fusion junction and the resulting abnormal tyrosine kinase (TK) domain are under experimental evaluation as immunogenic targets for prophylactic peptide vaccines and for the engineering of T cells with high-affinity chimeric antigen receptors (<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B91">91</xref>).</p>
</list-item>
<list-item>
<label>(iii)&#x00A0;</label>
<p>&#x00A0;&#x00A0;Neoantigens in high TMB ATC: ATC often exhibits a markedly elevated TMB, resulting in a spectrum of novel, immunogenic epitopes that can prime T-cell activity, especially in concert with immune checkpoint inhibitors (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B92">92</xref>).</p>
</list-item>
</list>
</sec>
<sec id="S3.SS3">
<label>3.3</label>
<title>Oncofetal and neoantigenic targets</title>
<p>Oncofetal antigens, normally confined to fetal development and re-expressed in neoplasia, afford avenues for immunotherapy with narrow off-target toxicity, as summarized.</p>
<list list-type="simple">
<list-item>
<label>(i)&#x00A0;</label>
<p>&#x00A0;&#x00A0;Mucin 1 (MUC1): This heavily O-glycosylated transmembrane glycoprotein is aberrantly upregulated in multiple thyroid malignancies and is amenable to targeted intervention through monoclonal antibodies, therapeutic vaccines, and CAR-T cell strategies (<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B76">76</xref>).</p>
</list-item>
<list-item>
<label>(ii)&#x00A0;</label>
<p>&#x00A0;&#x00A0;Carcinoembryonic Antigen (CEA): Originally characterized in colorectal tumors, CEA is also detectable in subsets of thyroid neoplasms, particularly MTC, and can be harnessed for CEA-specific T-cell engineered approaches (<xref ref-type="bibr" rid="B93">93</xref>).</p>
</list-item>
<list-item>
<label>(iii)&#x00A0;</label>
<p>&#x00A0;&#x00A0;Glycoprotein 2 (GP2): This transmembrane glycoprotein 2 is implicated in MTC pathobiology, and data are accumulating to position it as an attainable target for peptide-based or gene-based vaccination protocols (<xref ref-type="bibr" rid="B76">76</xref>).</p>
</list-item>
</list>
<sec id="S3.SS3.SSS1">
<label>3.4</label>
<title>Cytokine and chemokine pathways</title>
<p>Cytokine and chemokine networks sculpt the immune microenvironment in thyroid cancers, modulating tumorinerizing processes and dictating the efficacy of therapeutic interventions (<xref ref-type="bibr" rid="B70">70</xref>, <xref ref-type="bibr" rid="B94">94</xref>) as mentioned below.</p>
<list list-type="simple">
<list-item>
<label>(i)&#x00A0;</label>
<p>&#x00A0;&#x00A0;IL-10 and TGF-&#x03B2;: Both cytokines create an immunosuppressive milieu by impairing antigen presentation, attenuating cytotoxic T-cell activity, and fostering regulatory T-cell accumulation, thereby marking them as rational candidates for therapeutic blockade (<xref ref-type="bibr" rid="B70">70</xref>).</p>
</list-item>
<list-item>
<label>(ii)&#x00A0;</label>
<p>&#x00A0;&#x00A0;The CXCL12/CXCR4 signaling axis is integral to the translational and metastatic phases of malignancy, governing tumor cell mobilization and the selective recruitment of immunosuppressive myeloid cells to the TME (<xref ref-type="bibr" rid="B72">72</xref>, <xref ref-type="bibr" rid="B95">95</xref>). Inhibition of CXCR4 through pharmacological antagonists may augment the therapeutic impact of ICIs by perturbing these supportive signaling networks (<xref ref-type="bibr" rid="B76">76</xref>).</p>
</list-item>
<list-item>
<label>(iii)&#x00A0;</label>
<p>&#x00A0;&#x00A0;Pro-inflammatory cytokines, including IL-6 and TNF-&#x03B1;, long regarded as facilitators of tumor progression, can be pharmacologically tuned to drive the TME toward a more favorable immune milieu (<xref ref-type="bibr" rid="B65">65</xref>). When such modulation is strategically combined with immune checkpoint blockade, the possibility of reversing protumor polarizations and unleashing cytotoxic T-cell responses is enhanced (<xref ref-type="bibr" rid="B70">70</xref>, <xref ref-type="bibr" rid="B96">96</xref>).</p>
</list-item>
</list>
</sec>
</sec>
</sec>
<sec id="S4">
<label>4</label>
<title>Immunotherapeutic strategies in thyroid cancer</title>
<sec id="S4.SS1">
<label>4.1</label>
<title>Immune checkpoint inhibitors</title>
<p>Immune checkpoint blockade has established itself as a cornerstone of modern cancer immunotherapy, counteracting suppressive receptor-ligand interactions to restore effective T-cell-mediated anti-tumor immunity (<xref ref-type="bibr" rid="B97">97</xref>, <xref ref-type="bibr" rid="B98">98</xref>). In thyroid neoplasms, blockade of PD-1/PD-L1 and CTLA-4 pathways has garnered the most investigational traction (<xref ref-type="bibr" rid="B50">50</xref>). A summary of the molecular targets and immunotherapy strategies in thyroid cancers is presented in <xref ref-type="fig" rid="F4">Figure 4</xref>.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Molecular targets and immunotherapy strategies in thyroid cancers.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmed-13-1754058-g004.tif">
<alt-text content-type="machine-generated">Diagram comparing molecular targets and immunotherapy strategies. Molecular targets include immune checkpoints, tumor-specific antigens, oncogenic targets, and cytokine pathways. Corresponding strategies are immune checkpoint inhibitors, cancer vaccines, adoptive cell therapies, oncolytic viruses, and combinatorial approaches. Icons represent each strategy.</alt-text>
</graphic>
</fig>
<list list-type="simple">
<list-item>
<label>(i)&#x00A0;</label>
<p>&#x00A0;&#x00A0;Monotherapy: Pembrolizumab and nivolumab have produced clinically meaningful outcomes in select patients with ATC and MTC characterized by elevated PD-L1 expression (<xref ref-type="bibr" rid="B99">99</xref>&#x2013;<xref ref-type="bibr" rid="B101">101</xref>). Among ATC cohorts, those manifesting inflamed TMEs have recorded particularly elevated objective response rates. Cadonilimab therapy has also yielded promising results regarding responses and survival outcomes, with a considerable safety profile (<xref ref-type="bibr" rid="B102">102</xref>).</p>
</list-item>
<list-item>
<label>(ii)&#x00A0;</label>
<p>&#x00A0;&#x00A0;Combination with Kinase Inhibitors: Concurrent inhibition of oncogenic signaling pathways and immune checkpoints has been shown to augment the immunogenicity of thyroid tumors (<xref ref-type="bibr" rid="B98">98</xref>, <xref ref-type="bibr" rid="B103">103</xref>). The regimen of lenvatinib with pembrolizumab has yielded promising results in ATC (<xref ref-type="bibr" rid="B97">97</xref>), a phenomenon attributed to vascular normalization, enhanced antigen presentation, and a decrease in immunosuppressive myeloid cell populations (<xref ref-type="bibr" rid="B104">104</xref>, <xref ref-type="bibr" rid="B105">105</xref>).</p>
</list-item>
</list>
</sec>
<sec id="S4.SS2">
<label>4.2</label>
<title>Cancer vaccines</title>
<p>Therapeutic cancer vaccines are designed to elicit immune responses tailored to tumor-specific antigens (<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B50">50</xref>), such as,</p>
<list list-type="simple">
<list-item>
<label>(i)&#x00A0;</label>
<p>&#x00A0;&#x00A0;Peptide-Based Vaccines: Short peptide sequences derived from BRAF<sup>V600E</sup>, RET, and other thyroid tumor-associated antigens have successfully engendered antigen-specific cytotoxic T-cell activation in both preclinical systems and early-phase clinical studies (<xref ref-type="bibr" rid="B82">82</xref>, <xref ref-type="bibr" rid="B92">92</xref>, <xref ref-type="bibr" rid="B97">97</xref>).</p>
</list-item>
<list-item>
<label>(ii)&#x00A0;</label>
<p>&#x00A0;&#x00A0;Dendritic Cell Vaccines: Dendritic cells loaded with tumor-associated antigens can activate na&#x012D;ve T cells, thereby bolstering the immune system&#x2019;s ability to recognize and attack thyroid cancer cells (<xref ref-type="bibr" rid="B106">106</xref>, <xref ref-type="bibr" rid="B107">107</xref>). Preliminary clinical trials in MTC indicate that the approach is technically feasible, although the durability of the immune response and clinical outcomes over the long term have yet to be convincingly demonstrated (<xref ref-type="bibr" rid="B91">91</xref>, <xref ref-type="bibr" rid="B108">108</xref>).</p>
</list-item>
</list>
</sec>
<sec id="S4.SS3">
<label>4.3</label>
<title>Adoptive cell therapies</title>
<p>Adoptive cell therapy (ACT) encompasses strategies that expand, engineer, and reinfuse patient-derived or donor-derived immune cells to achieve robust anti-tumor effects (<xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B90">90</xref>). For example,</p>
<list list-type="simple">
<list-item>
<label>(i)&#x00A0;</label>
<p>&#x00A0;&#x00A0;Tumor-Infiltrating Lymphocyte Therapy: Lymphocytes extracted directly from tumor tissue can be cultured and reinfused to boost the patient&#x2019;s existing anti-tumor immunity (<xref ref-type="bibr" rid="B64">64</xref>, <xref ref-type="bibr" rid="B109">109</xref>). Despite the technical hurdles posed by tumors with low immunogenicity, such as those with low mutation burdens, this technique could be particularly advantageous in ATC or in PTC cases that show high PD-L1 expression (<xref ref-type="bibr" rid="B45">45</xref>, <xref ref-type="bibr" rid="B79">79</xref>).</p>
</list-item>
<list-item>
<label>(ii)&#x00A0;</label>
<p>&#x00A0;&#x00A0;Chimeric Antigen Receptor T Cells: T cells genetically reprogramed with chimeric antigen receptors directed against antigens like MUC1, carcinoembryonic antigen (CEA), or emerging tumor-specific thyroid markers show potential (<xref ref-type="bibr" rid="B31">31</xref>). <italic>In vitro</italic> and <italic>in vivo</italic> models have indicated that the effectiveness of CAR-T cells may be markedly improved by concurrent checkpoint blockade, which alleviates suppression from the TME (<xref ref-type="bibr" rid="B68">68</xref>).</p>
</list-item>
</list>
</sec>
<sec id="S4.SS4">
<label>4.4</label>
<title>Oncolytic viruses</title>
<p>Oncolytic viral therapy (OVT) capitalizes on genetically modified, replication-competent viruses that selectively infect and destroy tumor cells (<xref ref-type="bibr" rid="B90">90</xref>). The viral replication cycle releases tumor-derived antigens, thereby stimulating systemic antitumor immunity (<xref ref-type="bibr" rid="B41">41</xref>). In thyroid cancer models, oncolytic adenoviruses and vaccinia viruses have shown promising effects, particularly against ATC (<xref ref-type="bibr" rid="B110">110</xref>). Further gains in antitumor potency can be achieved by engineering the viruses to produce immune-enhancing cytokines such as granulocyte-macrophage colony-stimulating factor (GM-CSF), which can act synergistically with ICIs (<xref ref-type="bibr" rid="B50">50</xref>, <xref ref-type="bibr" rid="B70">70</xref>).</p>
</sec>
<sec id="S4.SS5">
<label>4.5</label>
<title>Combinatorial approaches</title>
<p>Given the multifactorial underpinnings of immune resistance across thyroid cancers, the development of rationally designed combination strategies is gaining momentum in translational research and clinical practice (<xref ref-type="bibr" rid="B58">58</xref>, <xref ref-type="bibr" rid="B108">108</xref>). Briefly,</p>
<list list-type="simple">
<list-item>
<label>(i)&#x00A0;</label>
<p>&#x00A0;&#x00A0;ICIs plus targeted therapies: The concurrent blockade of key oncogenic kinases, such as BRAF, RET (<xref ref-type="bibr" rid="B82">82</xref>, <xref ref-type="bibr" rid="B92">92</xref>, <xref ref-type="bibr" rid="B97">97</xref>), and VEGFR (<xref ref-type="bibr" rid="B111">111</xref>), together with immune checkpoint axes, is postulated to enhance tumor immunogenicity while concurrently dampening the immunosuppressive TME (<xref ref-type="bibr" rid="B45">45</xref>, <xref ref-type="bibr" rid="B69">69</xref>).</p>
</list-item>
<list-item>
<label>(ii)&#x00A0;</label>
<p>&#x00A0;&#x00A0;ICIs plus radiotherapy: Ionizing radiation may trigger immunogenic cell death, upregulate MHC expression (<xref ref-type="bibr" rid="B89">89</xref>), and promote the recruitment of cytotoxic T lymphocytes to the tumor bed, cumulatively neutralizing tumor-intrinsic immune evasion mechanisms and potentiating checkpoint blockade (<xref ref-type="bibr" rid="B47">47</xref>, <xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B95">95</xref>, <xref ref-type="bibr" rid="B112">112</xref>).</p>
</list-item>
<list-item>
<label>(iii)&#x00A0;</label>
<p>&#x00A0;&#x00A0;ICIs plus adoptive cell transfer or therapeutic vaccines: Either sequential or concurrent deployment of ICIs with adoptive T-cell transfer or peptide/protein-based vaccines aims to prolong and sustain T-cell activation while circumventing the adaptive upregulation of immune inhibitory pathways (<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B69">69</xref>, <xref ref-type="bibr" rid="B90">90</xref>).</p>
</list-item>
</list>
</sec>
</sec>
<sec id="S5">
<label>5</label>
<title>Clinical evidence and translational outcomes</title>
<sec id="S5.SS1">
<label>5.1</label>
<title>Summary of key clinical trials</title>
<p>Multiple Phase I, Phase I/II, and ongoing investigations are systematically evaluating immunotherapy in thyroid malignancies, with a particular focus on advanced disease stages and settings characterized by refractoriness to standard cytotoxic or kinase inhibitor regimens (<xref ref-type="table" rid="T2">Table 2</xref>) (<xref ref-type="bibr" rid="B98">98</xref>, <xref ref-type="bibr" rid="B105">105</xref>, <xref ref-type="bibr" rid="B108">108</xref>, <xref ref-type="bibr" rid="B113">113</xref>).</p>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Summary of immunotherapeutic strategies and clinical evidence stratified by thyroid cancer subtypes.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<th valign="top" align="left">Subtype</th>
<th valign="top" align="left">Immunogenic profile and<break/> molecular features</th>
<th valign="top" align="left">Recommended/<break/> investigational strategies</th>
<th valign="top" align="left">Key clinical evidence and<break/> outcomes</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Differentiated Thyroid Cancer (DTC)</td>
<td valign="top" align="left">&#x201C;Cold&#x201D; Phenotype: Low tumor mutational burden (TMB) and limited TIL infiltration.<break/> Targets: BRAF V600E, VEGFR, PD-L1 (subset).</td>
<td valign="top" align="left">Combinatorial Approaches:<break/> ICI + TKIs (e.g., Lenvatinib) to modulate TME.<break/> ICI + Radiotherapy to induce immunogenic cell death.</td>
<td valign="top" align="left">Modest Monotherapy Efficacy: Pembrolizumab monotherapy showed ORRs of 9&#x2013;23% in PD-L1 + cases.<break/> Combination Promise: Lenvatinib + Pembrolizumab is under evaluation to overcome low immunogenicity.</td>
</tr>
<tr>
<td valign="top" align="left">Anaplastic thyroid cancer (ATC)</td>
<td valign="top" align="left">&#x201C;Hot&#x201D; Phenotype: High TMB, dense immune infiltration, and frequent PD-L1 overexpression.<break/> Targets: PD-1/PD-L1, BRAF V600E.</td>
<td valign="top" align="left">Immune Checkpoint Blockade:<break/> Anti-PD-1 monotherapy (Pembrolizumab/Nivolumab).<break/> Targeted Combos: ICI + BRAF/MEK inhibitors or Lenvatinib.</td>
<td valign="top" align="left">Significant Efficacy: ICI + Lenvatinib achieved ORRs approaching 40% with prolonged progression-free survival.<break/> Dabrafenib + Trametinib + ICI shows potential in BRAF-mutated ATC.</td>
</tr>
<tr>
<td valign="top" align="left">Medullary thyroid cancer (MTC)</td>
<td valign="top" align="left">Neuroendocrine Profile: Moderate immune presence; distinctive viral/tumor antigens.<break/> Targets: RET mutations, CEA, Calcitonin.</td>
<td valign="top" align="left">Vaccines and Adoptive Cell Therapy:<break/> Peptide/Dendritic Cell vaccines targeting RET/CEA.<break/> Synergy with RET inhibitors.</td>
<td valign="top" align="left">Feasibility Established: Vaccination elicits antigen-specific T-cell responses, though robust tumor regression remains rare.<break/> Focus remains on combining immunotherapy with RET-targeted TKIs.</td>
</tr>
</tbody>
</table></table-wrap>
<list list-type="simple">
<list-item>
<label>(i)&#x00A0;</label>
<p>&#x00A0;&#x00A0;Immune Checkpoint Inhibitors (ICIs): Pembrolizumab given as monotherapy has revealed preliminary activity in advanced, PD-L1-expression-positive ATC and differentiated thyroid carcinoma, with objective response rates (ORRs) oscillating between 9 and 23% and sustained responses noted in a minority of patients (<xref ref-type="bibr" rid="B92">92</xref>, <xref ref-type="bibr" rid="B100">100</xref>). Nivolumab has, in small cohorts, reproduced these efficacy parameters (<xref ref-type="bibr" rid="B99">99</xref>, <xref ref-type="bibr" rid="B101">101</xref>). Trials assessing combination strategies, most commonly pembrolizumab partnered with lenvatinib, have reported enhanced ORRs of nearly 40% in ATC, alongside prolonged progression-free survival, as indicated by recently reported early-phase trial data (<xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B105">105</xref>, <xref ref-type="bibr" rid="B109">109</xref>). Vibostolimab is an innovative anti-TIGIT antibody that totally restricts CD155 binding and triggers activation of T-cells as well as antigen-presenting cells. Vibostolimab combined with pembrolizumab has been verified in clinical trials (<xref ref-type="bibr" rid="B88">88</xref>). Good responses with enhanced survival rates and good safety profiles for cadonilimab therapy have also been demonstrated (<xref ref-type="bibr" rid="B102">102</xref>). Dabrafenib and trametinib have proved good therapeutic potential in BRAF<sup>V600E</sup>-mutated ATC (<xref ref-type="bibr" rid="B114">114</xref>).</p>
</list-item>
<list-item>
<label>(ii)&#x00A0;</label>
<p>&#x00A0;&#x00A0;Cancer Vaccines: Peptide-based immunotherapeutics engineered to present RET-derived epitopes in MTC achieve robust antigen-specific T-cell priming, but clinically meaningful tumor regression is infrequent, underscoring the need to integrate additional immunomodulatory or cytotoxic modalities to enhance durability of response (<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B82">82</xref>, <xref ref-type="bibr" rid="B90">90</xref>).</p>
</list-item>
<list-item>
<label>(iii)&#x00A0;</label>
<p>&#x00A0;&#x00A0;Adoptive Cell Therapy: While adoption in thyroid carcinoma remains investigational, initial human trials employing CAR T-cells directed against MUC1 or CEA suggest the approach is technically practical and can elicit modest tumor shrinkage, warranting further refinement and combinatorial exploration (<xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B115">115</xref>).</p>
</list-item>
<list-item>
<label>(iv)&#x00A0;</label>
<p>&#x00A0;&#x00A0;Oncolytic Viruses: Preclinical experiments deploying GM-CSF-armed oncolytic adenoviruses in ATC show both tumor regression and concomitant immune stimulation, thereby validating progression to phase I clinical trials to interrogate safety and immune readouts <italic>in vivo</italic> (<xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B50">50</xref>, <xref ref-type="bibr" rid="B90">90</xref>).</p>
</list-item>
</list>
<p>While the aforementioned trials provide encouraging signals, it is imperative to interpret these results with caution. The majority of data regarding ATC and MTC are derived from Phase I/II single-arm cohorts with small sample sizes, making them susceptible to selection bias. Furthermore, the lack of randomized control arms in many studies complicates the differentiation between the true immunotherapeutic effect and the natural history of the disease in highly selected patient populations. Consequently, while current evidence supports the use of ICIs in advanced ATC (hypothesis-affirming), their role in DTC remains largely hypothesis-generating, necessitating validation through large-scale, randomized controlled trials</p>
</sec>
<sec id="S5.SS2">
<label>5.2</label>
<title>Response predictors and biomarkers</title>
<p>The strategic selection of patients most likely to benefit from immunotherapies depends on reliable predictive biomarkers (<xref ref-type="bibr" rid="B59">59</xref>), as mentioned.</p>
<list list-type="simple">
<list-item>
<label>(i)&#x00A0;</label>
<p>PD-L1 Expression: Quantitative assessment of PD-L1 on tumor or infiltrating immune cells is positively linked to response to PD-1 checkpoint inhibition, particularly within the ATC subset (<xref ref-type="bibr" rid="B79">79</xref>, <xref ref-type="bibr" rid="B115">115</xref>).</p>
</list-item>
<list-item>
<label>(ii)&#x00A0;</label>
<p>&#x00A0;&#x00A0;Tumor Mutational Burden (TMB): A heightened TMB, observed more prevalently in ATC, correlates with a more extensive neoantigen reservoir and an attendant improvement in the clinical efficacy of immunotherapeutic agents (<xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B111">111</xref>, <xref ref-type="bibr" rid="B116">116</xref>).</p>
</list-item>
<list-item>
<label>(iii)&#x00A0;</label>
<p>&#x00A0;&#x00A0;Immune Gene Signatures: Transcriptional profiles showing heightened expression of interferon-&#x03B3;-related genes before treatment are enriched in patients experiencing favorable outcomes following exposure to checkpoint blockade (<xref ref-type="bibr" rid="B45">45</xref>, <xref ref-type="bibr" rid="B117">117</xref>).</p>
</list-item>
<list-item>
<label>(iv)&#x00A0;</label>
<p>&#x00A0;&#x00A0;RET and BRAF Mutations: These oncogenic lesions can modulate the immunogenic traits of the tumor and simultaneously serve as rational targets for antigen-directed immunotherapeutic interventions (<xref ref-type="bibr" rid="B82">82</xref>, <xref ref-type="bibr" rid="B92">92</xref>, <xref ref-type="bibr" rid="B97">97</xref>).</p>
</list-item>
</list>
</sec>
<sec id="S5.SS3">
<label>5.3</label>
<title>Real-world evidence</title>
<p>Despite the relative scarcity of randomized clinical trial data, observational practice has begun to illuminate the practical application of immunotherapy in rare, high-grade thyroid cancers (<xref ref-type="bibr" rid="B105">105</xref>, <xref ref-type="bibr" rid="B118">118</xref>). Compassionate use of pembrolizumab in ATC has, when instituted early in the clinical course, been associated with rapid tumor shrinkage, notable extension of survival, and quantifiable gains in quality of life (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B100">100</xref>). In select thyroid cancer patients, the strategic sequencing of ICIs with targeted kinase therapy has yielded disease stabilization that exceeds the durability associated with monotherapy of the latter (<xref ref-type="bibr" rid="B69">69</xref>, <xref ref-type="bibr" rid="B97">97</xref>, <xref ref-type="bibr" rid="B105">105</xref>). Collectively, these real-world data highlight the translational promise of immune-based strategies and encourage systematic exploration in carefully defined, biomarker-guided cohorts (<xref ref-type="bibr" rid="B59">59</xref>, <xref ref-type="bibr" rid="B118">118</xref>).</p>
</sec>
</sec>
<sec id="S6">
<label>6</label>
<title>Challenges and limitations</title>
<p>Although immunotherapy has made inroads in the treatment of thyroid cancers, its broader application remains constrained by a range of scientific, clinical, and logistical hurdles (<xref ref-type="bibr" rid="B108">108</xref>, <xref ref-type="bibr" rid="B119">119</xref>).</p>
<sec id="S6.SS1">
<label>6.1</label>
<title>Low immunogenicity in differentiated thyroid cancers</title>
<p>Differentiated thyroid carcinomas, notably papillary and follicular variants, display a low tumor mutational burden, a paucity of tumor-infiltrating lymphocytes, and a limited neoantigen landscape (<xref ref-type="bibr" rid="B64">64</xref>, <xref ref-type="bibr" rid="B120">120</xref>). These attributes confer a cold immune phenotype that diminishes the effectiveness of ICIs (<xref ref-type="bibr" rid="B69">69</xref>, <xref ref-type="bibr" rid="B98">98</xref>). Addressing this limitation necessitates the incorporation of approaches intended to elevate tumor immunogenicity, including localized radiation, selective kinase inhibitors, and oncolytic viral vectors, either sequentially or on a combinatorial basis (<xref ref-type="bibr" rid="B121">121</xref>&#x2013;<xref ref-type="bibr" rid="B124">124</xref>). Addressing this limitation requires strategies to convert &#x201C;cold&#x201D; tumors into &#x201C;hot&#x201D; environments. For instance, the integration of radiotherapy can induce immunogenic cell death (ICD). This process releases damage-associated molecular patterns (DAMPs) and upregulates MHC-I expression on tumor cells, thereby facilitating the recruitment and infiltration of cytotoxic T lymphocytes. Concurrently, oncolytic viruses are being engineered to secrete cytokines like GM-CSF, further amplifying this systemic immune priming. For the vast majority of PTC and FTC patients, immunotherapy is currently defensible only within the context of clinical trials. The inherently low antigenicity of these tumors means that ICI monotherapy is unlikely to provide clinical benefit. Future success in this subgroup depends entirely on &#x201C;immune-priming&#x201D; strategies&#x2014;such as combinations with TKIs or radiation&#x2014;that can artificially inflame the microenvironment, rather than relying on pre-existing immunity.</p>
</sec>
<sec id="S6.SS2">
<label>6.2</label>
<title>Immune-related adverse events and endocrinopathies</title>
<p>Although durable remissions can accompany checkpoint blockade, the therapy is not devoid of risks (<xref ref-type="bibr" rid="B44">44</xref>). Immune-related adverse events may affect virtually any organ, yet endocrinopathies such as thyroiditis, subsequent hypothyroidism, adrenal insufficiency, and hypophysitis assume particular significance in the context of thyroid malignancy (<xref ref-type="bibr" rid="B100">100</xref>). These events can complicate the clinical course by destabilizing pre-existing hormonal dysregulation (<xref ref-type="bibr" rid="B102">102</xref>, <xref ref-type="bibr" rid="B108">108</xref>). Effective mitigation hinges on prompt recognition, the integration of endocrinologists with oncologists, and the provision of comprehensive patient education that includes symptoms to be monitored (<xref ref-type="bibr" rid="B125">125</xref>). While manageable, these events are significant. Clinical observations indicate that immune-related thyroid dysfunction occurs in approximately 15&#x2013;30% of patients receiving checkpoint inhibitors. Effective management requires a tiered protocol: asymptomatic or mild cases (Grade 1&#x2013;2) typically allow for the continuation of immunotherapy with appropriate hormone replacement (e.g., levothyroxine for hypothyroidism), whereas severe inflammatory reactions (Grade 3&#x2013;4) necessitate the temporary suspension of therapy and the administration of high-dose corticosteroids.</p>
</sec>
<sec id="S6.SS3">
<label>6.3</label>
<title>Resistance mechanisms</title>
<p>Immunotherapy for aggressive thyroid cancers faces both intrinsic and adaptive resistance (<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B67">67</xref>). Intrinsic or primary resistance often stems from barriers such as poor infiltration of activated T cells, defective MHC molecule expression (<xref ref-type="bibr" rid="B89">89</xref>), and a predominance of immunosuppressive elements, including regulatory T cells, myeloid-derived suppressor cells, and alternatively activated macrophages (<xref ref-type="bibr" rid="B126">126</xref>). Conversely, adaptive or acquired resistance evolves in response to pressure from therapy and may manifest as compensatory upregulation of inhibitory checkpoint receptors (<xref ref-type="bibr" rid="B127">127</xref>); most notably, T cell immunoglobulin and mucin-domain-containing molecule-3 and lymphocyte-activation gene 3, loss of the target antigen because of mutations or selective pressure, or a reorganized, immunosuppressive TME (<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B44">44</xref>). Elucidation of these escape pathways is essential to inform next-generation clinical strategies that incorporate rationally designed combination therapies (<xref ref-type="bibr" rid="B82">82</xref>, <xref ref-type="bibr" rid="B128">128</xref>). Adaptive resistance often evolves under therapeutic pressure. A key mechanism involves the compensatory upregulation of alternative immune checkpoints, such as TIM-3 and LAG-3, following initial PD-1 blockade. This &#x201C;checkpoint switching&#x201D; limits T-cell effector function. Consequently, future clinical designs are increasingly focusing on dual-blockade strategies (e.g., anti-PD-1 plus anti-TIM-3) or the addition of MEK inhibitors to sensitize the tumor to immune recognition.</p>
</sec>
<sec id="S6.SS4">
<label>6.4</label>
<title>Limited clinical trial recruitment</title>
<p>The infrequency of aggressive thyroid neoplasms, specifically ATC and advanced MTC, complicates the speedy and sufficient recruitment of patients for investigational studies (<xref ref-type="bibr" rid="B105">105</xref>, <xref ref-type="bibr" rid="B129">129</xref>). Geographic dispersion of a small cohort of patients, the absence of trial sites in resource-limited environments, and narrow eligibility definitions combine to constrain enrollment, which in turn delays the accrual of statistically powerful, high-quality clinical evidence (<xref ref-type="bibr" rid="B97">97</xref>, <xref ref-type="bibr" rid="B108">108</xref>).</p>
</sec>
<sec id="S6.SS5">
<label>6.5</label>
<title>Translational gaps and biomarker limitations</title>
<p>Predictive biomarkers for immune checkpoint blockade in thyroid cancers have included tumor cell-surface PD-L1 expression, TMB, and select immune transcriptomic signatures (<xref ref-type="bibr" rid="B59">59</xref>, <xref ref-type="bibr" rid="B79">79</xref>, <xref ref-type="bibr" rid="B129">129</xref>). However, their performance for accurate patient stratification remains inadequate (<xref ref-type="bibr" rid="B130">130</xref>). The lack of standardized, validated biomarkers restricts the ability to individualize immunotherapy interventions (<xref ref-type="bibr" rid="B50">50</xref>). Furthermore, preclinical validation often utilizes immunocompromised murine models (<xref ref-type="bibr" rid="B67">67</xref>), which inadequately mirror the complexity of human tumor-immune system interactions, thereby limiting the translational value of observed therapeutic responses and contributing to clinical trial attrition (<xref ref-type="bibr" rid="B50">50</xref>, <xref ref-type="bibr" rid="B88">88</xref>).</p>
</sec>
</sec>
<sec id="S7">
<label>7</label>
<title>Future directions</title>
<sec id="S7.SS1">
<label>7.1</label>
<title>Personalized immunotherapy through molecular and immune profiling</title>
<p>The extensive biological heterogeneity of thyroid cancers requires an immunotherapy platform based on precision medicine principles (<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B131">131</xref>). Multimodal profiling, spanning whole-exome sequencing (<xref ref-type="bibr" rid="B132">132</xref>), RNA sequencing (<xref ref-type="bibr" rid="B73">73</xref>, <xref ref-type="bibr" rid="B133">133</xref>, <xref ref-type="bibr" rid="B134">134</xref>), and mass spectrometry-based proteomics (<xref ref-type="bibr" rid="B127">127</xref>, <xref ref-type="bibr" rid="B135">135</xref>), can map patient-specific neoepitopes, the full spectrum of somatic mutations (<xref ref-type="bibr" rid="B136">136</xref>), and pre-treatment immune microenvironments (<xref ref-type="bibr" rid="B137">137</xref>, <xref ref-type="bibr" rid="B138">138</xref>). When assimilated into clinical workflows, these layers of information can guide the judicious selection of immunotherapeutic regimens, be it checkpoint inhibitors, engineered T cell therapies, or peptide-based vaccines, so that each intervention is calibrated to the distinct immunogenic and oncogenic profile of the tumor at hand (<xref ref-type="bibr" rid="B88">88</xref>, <xref ref-type="bibr" rid="B94">94</xref>, <xref ref-type="bibr" rid="B108">108</xref>, <xref ref-type="bibr" rid="B139">139</xref>).</p>
<p>To translate these molecular insights into clinical practice, we propose a hierarchical biomarker framework:</p>
<list list-type="simple">
<list-item>
<label>(i)&#x00A0;</label>
<p>&#x00A0;&#x00A0;Histology First: For ATC, immediate testing for BRAF V600E and PD-L1 is standard to guide the use of combinational therapies (e.g., Dabrafenib/Trametinib + Pembrolizumab).</p>
</list-item>
<list-item>
<label>(ii)&#x00A0;</label>
<p>&#x00A0;&#x00A0;Tumor Mutational Burden (TMB) Assessment: For Refractory DTC, TMB testing is crucial. Patients with TMB-High (&#x2265; 10 mut/Mb) are candidates for tissue-agnostic approval of pembrolizumab.</p>
</list-item>
<list-item>
<label>(iii)&#x00A0;</label>
<p>&#x00A0;&#x00A0;Mismatch Repair (MMR) Status: Screening for dMMR/MSI-H identifies a small subset of responders eligible for immunotherapy.</p>
</list-item>
<list-item>
<label>(iv)&#x00A0;</label>
<p>&#x00A0;&#x00A0;Investigational Stratification: Patients lacking the above markers (TMB-Low, MSS, BRAF-wt) should be directed toward clinical trials exploring immune-priming combinations (e.g., Lentatinib + ICI) rather than off-label monotherapy.</p>
</list-item>
</list>
</sec>
<sec id="S7.SS2">
<label>7.2</label>
<title>Neoantigen discovery and vaccine development</title>
<p>Recent improvements in next-generation sequencing and computational immunology have streamlined the characterization of neoantigens arising from non-synonymous mutations (<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B140">140</xref>). Machine learning (ML) algorithms can now evaluate peptide immunogenicity, enabling the selection of neoepitopes most likely to elicit durable T cell responses (<xref ref-type="bibr" rid="B141">141</xref>, <xref ref-type="bibr" rid="B142">142</xref>). In the context of thyroid cancers, especially ATC, where a pronounced mutational burden is often present, such neoantigen-informed vaccines can function synergistically with ICIs by diversifying and sustaining the pool of tumor-specific cytotoxic T lymphocytes that can drive long-term disease control (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B69">69</xref>, <xref ref-type="bibr" rid="B95">95</xref>, <xref ref-type="bibr" rid="B143">143</xref>, <xref ref-type="bibr" rid="B144">144</xref>).</p>
</sec>
<sec id="S7.SS3">
<label>7.3</label>
<title>Modulation of the tumor microenvironment</title>
<p>Reprograming the TME to counteract immunosuppressive barriers remains a highly promising therapeutic strategy (<xref ref-type="bibr" rid="B31">31</xref>). Approaches currently under investigation include selective depletion or re-education of tumor-associated macrophages (<xref ref-type="bibr" rid="B67">67</xref>), neutralization of myeloid-derived suppressor cell activity (<xref ref-type="bibr" rid="B58">58</xref>, <xref ref-type="bibr" rid="B66">66</xref>), antagonization of immunosuppressive cytokines such as TGF-&#x03B2; and IL-10, and augmentation of dendritic cell maturation (<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B145">145</xref>). Such interventions, when sequenced or co-administered with ICIs or ACT, have the potential to convert immunologically inert, well-differentiated thyroid cancers into immunologically active and responsive tumors (<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B63">63</xref>, <xref ref-type="bibr" rid="B69">69</xref>, <xref ref-type="bibr" rid="B146">146</xref>).</p>
</sec>
<sec id="S7.SS4">
<label>7.4</label>
<title>Microbiome-immune axis in thyroid cancer immunotherapy</title>
<p>Recent studies suggest the gut microbiome can influence both systemic immune homeostasis and the therapeutic response to immunotherapy (<xref ref-type="bibr" rid="B117">117</xref>, <xref ref-type="bibr" rid="B147">147</xref>). Modulatory strategies, including dietary interventions, probiotics, and fecal microbiota transplantation, have been proposed to tilt systemic immune polarization toward a more pro-inflammatory profile, thereby augmenting therapeutic efficacy (<xref ref-type="bibr" rid="B148">148</xref>). Longitudinal studies of microbiome composition in thyroid cancer patients receiving immunotherapy are warranted to discern achievable microbial signatures that could serve as biomarkers or therapeutic targets (<xref ref-type="bibr" rid="B59">59</xref>, <xref ref-type="bibr" rid="B149">149</xref>).</p>
</sec>
<sec id="S7.SS5">
<label>7.5</label>
<title>Next-generation cellular immunotherapies</title>
<p>Advances in cellular engineering are poised to overcome the limitations imposed by the TME (<xref ref-type="bibr" rid="B68">68</xref>). Next-generation CAR-NK cells (<xref ref-type="bibr" rid="B150">150</xref>), T-cell receptor&#x2013;engineered T cells, and cytokine-secreting armored CAR-T cells can be tailored for enhanced specificity (<xref ref-type="bibr" rid="B56">56</xref>, <xref ref-type="bibr" rid="B86">86</xref>, <xref ref-type="bibr" rid="B151">151</xref>), sustained persistence, and durable resistance to immunosuppressive conditions (<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B59">59</xref>). The application of &#x201C;safety switch&#x201D; technologies in these constructs can constrain on-target, off-tumor toxicities, thereby safeguarding normal thyroid tissue and adjacent organs from collateral damage while retaining therapeutic efficacy against tumor cells (<xref ref-type="bibr" rid="B126">126</xref>, <xref ref-type="bibr" rid="B131">131</xref>).</p>
</sec>
<sec id="S7.SS6">
<label>7.6</label>
<title>Rational multimodal integration</title>
<p>The promise of future iodine-resistant thyroid cancer management hinges on rational, multimodal constructs that integrate surgery (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B152">152</xref>&#x2013;<xref ref-type="bibr" rid="B154">154</xref>), small-molecule targeted inhibitors, radiotherapy, and immunotherapy into a unified therapeutic roadmap (<xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B155">155</xref>, <xref ref-type="bibr" rid="B156">156</xref>). For instance, a neoadjuvant immunotherapy phase could induce a downward stage migration in locally advanced disease, thereby enabling a more complete surgical resection while simultaneously entrenching durable immunological memory that guards against later relapse (<xref ref-type="bibr" rid="B101">101</xref>, <xref ref-type="bibr" rid="B157">157</xref>). Subsequent radiotherapy and targeted kinase blockade might be temporally interleaved to unleash tumor-associated antigen exposure and amplifying immune activation, after which a prolonged immunotherapy maintenance phase would consolidate the antitumor effect (<xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B98">98</xref>, <xref ref-type="bibr" rid="B113">113</xref>, <xref ref-type="bibr" rid="B131">131</xref>, <xref ref-type="bibr" rid="B158">158</xref>).</p>
</sec>
<sec id="S7.SS7">
<label>7.7</label>
<title>Overcoming technological and logistical barriers in clinical translation</title>
<p>Despite the promising horizon of personalized immunotherapy, significant technological and logistical hurdles impede its widespread clinical adoption. Firstly, the &#x201C;vein-to-vein&#x201D; time interval remains a critical bottleneck. For patients with rapidly progressing malignancies like ATC, the weeks required to manufacture autologous CAR-T cells or personalized neoantigen vaccines may exceed their life expectancy. Consequently, a key transformation pathway lies in the development of &#x201C;off-the-shelf&#x201D; (allogeneic) cellular products and rapid-manufacturing vaccine platforms (e.g., mRNA technology) to ensure timely therapeutic accessibility. Secondly, bioinformatics standardization is urgently needed. While machine learning accelerates neoantigen discovery (as discussed in section 7.2), the lack of consensus on prediction algorithms leads to inter-institutional variability, hindering the validation of biomarkers across multi-center trials. Establishing harmonized computational pipelines will be a prerequisite for moving these precision tools from the laboratory to standard clinical practice.</p>
</sec>
</sec>
<sec id="S8" sec-type="conclusion">
<label>8</label>
<title>Conclusion</title>
<p>Over the preceding decade, immunotherapy has evolved from a laboratory curiosity to an indispensable pillar of cancer care. In thyroid cancer, especially ATC and advanced MTC, the matrimonial incorporation of immune-engineered strategies rekindles optimism for overcoming previously unforgiving prognoses. The accelerating inventory of immune checkpoint antibodies, synthetic vaccines, engineered adoptive cell products, and oncolytic viral vectors attests to the intrinsic plasticity and breadth of immune pharmacology against endocrine neoplasms. Clinical outcomes, however, are not uniformly favorable among histological variants, with differentiated thyroid carcinomas exhibiting intrinsic limitations stemming from suboptimal immunogenicity and an immune-excluded TME. The evolving landscape of predictive biomarkers, specifically PD-L1 expression levels, TMB, and curated immune gene expression signatures, holds promise for enhancing biomarker-driven patient stratification (<xref ref-type="bibr" rid="B159">159</xref>), but definitive validation through expansive, long-term prospective cohorts remains a requisite. The documented onset of both primary and secondary resistance mechanisms further underscores the imperative for next-generation immunomodulatory agents and strategically conceived multimodal regimens tailored to the complex, heterogeneous mechanisms underpinning immune evasion.</p>
<p>Advancement in this domain will depend on the synergistic application of comprehensive molecular characterization, sophisticated bioinformatics pipelines, and adaptive clinical trial architectures designed to support precision-guided immunotherapy. As the pathological and immunological interplay within thyroid neoplasia is increasingly elucidated, the field is strategically positioned to expedite the clinical translation of preclinical insights into sustained therapeutic advantage (<xref ref-type="bibr" rid="B160">160</xref>). By simultaneously targeting pertinent oncogenic drivers and manipulating the immune microenvironment, contemporary immunotherapeutic strategies may progressively reengineer the clinical algorithm for advanced thyroid malignancies, migrating the treatment objective from ephemeral disease stabilization to durable remission and enhanced overall survival.</p>
</sec>
</body>
<back>
<sec id="S9" sec-type="author-contributions">
<title>Author contributions</title>
<p>SL: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. JW: Writing &#x2013; review &#x0026; editing. GC: Writing &#x2013; review &#x0026; editing. YW: Writing &#x2013; review &#x0026; editing. NL: Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec id="S11" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The author(s) declared that this work 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="S12" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not 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="S13" 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>
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<fn-group>
<fn id="n1" fn-type="custom" custom-type="edited-by"><p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2919339/overview">Yutao Wang</ext-link>, Peking Union Medical College Hospital (CAMS), China</p></fn>
<fn id="n2" fn-type="custom" custom-type="reviewed-by"><p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2802073/overview">Doni Dermawan</ext-link>, Dexa Medica, Indonesia</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2891105/overview">Danyang Li</ext-link>, Harbin Medical University, China</p></fn>
</fn-group>
<fn-group>
<fn fn-type="abbr" id="abbrev1">
<label>Abbreviations:</label><p>ATC, Anaplastic thyroid carcinoma; BRAF<italic><sup>V600E</sup></italic>, B-Raf proto-oncogene, where at the 600<italic><sup>th</sup></italic> position valine (V) is replaced by glutamic acid (E); CAR, Chimeric antigen receptor; CEA, Carcinoembryonic antigen; CTLA-4, Cytotoxic T-lymphocyte-associated protein 4; CXCL, C-X-C chemokine ligand; CXCR, C-X-C chemokine receptor; DTCs, Differentiated thyroid cancers; ECM, Extracellular matrix; EMT, Epithelial-to-mesenchymal transition; FTC, Follicular thyroid carcinoma; GM-CSF, Granulocyte-macrophage colony-stimulating factor; GP2, Glycoprotein 2; ICIs, Immune checkpoint inhibitors; IL-10, Interleukin-10; irAEs, Immune-related adverse events; LAG-3, Lymphocyte-activation gene 3; MDSC, Myeloid-derived suppressor cell; MHC, Major histocompatibility complex; ML, Machine learning; MMPs, Matrix metalloproteinases MTC, Medullary thyroid carcinoma; MUC1, Mucin 1; NK cells, Natural killer cells; ORRs, Objective response rates; OVT, Oncolytic viral therapy; PD-1, Programed death-1; PD-L1, Programed death-ligand 1; PTC, Papillary thyroid carcinoma; PVR/CD155, Poliovirus receptor CD155; RAI, Radioactive iodine; RET, REarranged during Transfection; TAMs, Tumor-associated macrophages; TGF-&#x03B2;, Transforming growth factor-beta; TIGIT, T-cell immunoreceptor with immunoglobulin and ITIM domain; TILs, Tumor-infiltrating lymphocytes; TIM-3, Mucin-domain containing-3; TKIs, Tyrosine kinase inhibitors; TMB, Tumor mutational burden; TME, Tumor microenvironment; TNF-&#x03B1;, Tumor necrosis factor-&#x03B1;; Tregs, Regulatory T cells; TSH, Thyroid-stimulating hormone; VEGF, Vascular endothelial growth factor; VEGFR, Vascular endothelial growth factor receptor.</p></fn>
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