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<journal-id journal-id-type="publisher-id">Front. Endocrinol.</journal-id>
<journal-title>Frontiers in Endocrinology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Endocrinol.</abbrev-journal-title>
<issn pub-type="epub">1664-2392</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fendo.2025.1536155</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Endocrinology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The intratumor microbiota and thyroid cancer: a review</article-title>
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<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Shan</given-names>
</name>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2684781/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xiong</surname>
<given-names>Xiaoliang</given-names>
</name>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3086911/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hao</surname>
<given-names>Tingting</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Shi</surname>
<given-names>Xue</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhao</surname>
<given-names>Yinlong</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1184523/overview"/>
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<aff id="aff1">
<institution>Department of Nuclear Medicine, The Second Hospital of Jilin University</institution>, <addr-line>Changchun</addr-line>,&#xa0;<country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Dragana Nikitovic, University of Crete, Greece</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Gratiela Gradisteanu Pircalabioru, University of Bucharest, Romania</p>
<p>Jinbo Fu, Xiamen University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Yinlong Zhao, <email xlink:href="mailto:yinlong@jlu.edu.cn">yinlong@jlu.edu.cn</email>
</p>
</fn>
<fn fn-type="other" id="fn003">
<p>&#x2020;These authors share first authorship</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>30</day>
<month>06</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1536155</elocation-id>
<history>
<date date-type="received">
<day>29</day>
<month>11</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>12</day>
<month>06</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Liu, Xiong, Hao, Shi and Zhao</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Liu, Xiong, Hao, Shi and Zhao</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Thyroid cancer is a prevalent malignancy with a rising global incidence, driven by factors such as genetic mutations, environmental influences, and gender differences. Despite advancements in diagnostic techniques and treatments, effective therapies for advanced or iodine-refractory thyroid cancer remain limited. Recent discoveries have challenged the long-held belief that tumors are sterile, revealing the presence of intratumor microbiota in various cancers. Intratumor microbiota significantly impact cancer development, immune reactions, and the effectiveness of treatments. This review examines the emerging evidence of intratumor microbiota in thyroid cancer, emphasizing their potential roles in tumor development. We also examine the origins and diversity of these microbial communities and investigate the mechanisms through which they might affect thyroid cancer progression. Understanding the complex interactions between intratumor microbiota and thyroid cancer could inform the development of novel diagnostic tools and therapeutic strategies to improve patient outcomes.</p>
</abstract>
<kwd-group>
<kwd>intratumor microbiota</kwd>
<kwd>thyroid cancer</kwd>
<kwd>tumorigenesis</kwd>
<kwd>mechanisms</kwd>
<kwd>tumor microenvironment</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="94"/>
<page-count count="13"/>
<word-count count="7285"/>
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<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Cancer Endocrinology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Thyroid cancer is a prevalent public health issue with a steadily increasing incidence worldwide in recent decades. According to Global Cancer Statistics 2024, an estimated 44,020 new cases and 2,170 deaths occurred in the United States (<xref ref-type="bibr" rid="B1">1</xref>). Over the past four decades, thyroid cancer incidence has risen by 313%, largely due to the enhanced detection capabilities afforded by the extensive use of imaging studies and the advent of fine-needle aspiration biopsies (<xref ref-type="bibr" rid="B2">2</xref>). Thyroid cancer is categorized into four primary histological subtypes based on cellular origin, molecular pathogenesis, clinical presentation, and progression: papillary thyroid cancer (PTC), follicular thyroid cancer (FTC), medullary thyroid cancer (MTC), and anaplastic thyroid cancer (ATC). PTC is the most prevalent type, accounting for 80-85% of all thyroid cancer cases, followed by FTC (10-15%), MTC (3-5%), and ATC (&lt;2%) (<xref ref-type="bibr" rid="B3">3</xref>). Thyroid cancer development is affected by both genetic and environmental factors. Numerous risk factors for thyroid cancer have been recognized, including exposure to ionizing radiation (<xref ref-type="bibr" rid="B4">4</xref>), iodine imbalance, familial thyroid cancer history, and specific genetic syndromes. Additionally, gender may influence thyroid cancer susceptibility, with a notable predominance in females who are three times more likely to develop the disease compared to males (<xref ref-type="bibr" rid="B5">5</xref>) and involve a multifaceted interplay of genetic and epigenetic alterations. Thyroid cancer development and progression have been linked to mutations in key genes including <italic>BRAF</italic>, <italic>RAS</italic>, <italic>RET</italic>, and <italic>P53</italic> (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B7">7</xref>). These mutations activate oncogenic signaling pathways such as MAPK and PI3K/AKT, facilitating cell proliferation, survival, and invasion (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B8">8</xref>). Epigenetic alterations, such as DNA methylation (<xref ref-type="bibr" rid="B9">9</xref>) and histone modifications (<xref ref-type="bibr" rid="B10">10</xref>), have been implicated in thyroid carcinogenesis. Surgery remains an effective treatment for patients with a suspected or cytologically confirmed differentiated thyroid cancer (DTC) which consistently exhibits high survival rates. The administration of radioactive iodine post-surgery enhances overall survival among patients at elevated risk of recurrence. The utilization of antiangiogenic multikinase inhibitors (eg, sorafenib, lenvatinib, cabozantinib) and therapies targeted at genetic mutations responsible for thyroid cancer is on the rise in the management of metastatic disease (<xref ref-type="bibr" rid="B11">11</xref>). The discovery of new biomarkers for thyroid cancer has significantly advanced understanding of its molecular pathogenesis, enabling the creation of more personalized treatment approaches for affected patients. Despite advancements in molecular testing and the discovery of promising therapies, effective treatments for advanced metastatic iodine-refractory thyroid cancer are still lacking. Thus, its diverse subtypes and complex pathogenesis necessitate a comprehensive understanding to optimize management and improve patient outcomes.</p>
<p>Humans harbor a vast and diverse community of microorganisms including bacteria, fungi, viruses, and archaea collectively known as the human microbiota (<xref ref-type="bibr" rid="B12">12</xref>). These microbes reside on our skin, in our digestive system, respiratory system, and reproductive and in various other body sites, which is increasingly recognized as a key factor in health and disease (<xref ref-type="bibr" rid="B13">13</xref>). Recent decades have seen substantial advancements in comprehending the microbiota-cancer interactions, uncovering intricate relationships that affect cancer development, progression, and treatment outcomes (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B15">15</xref>). Research on the causal link between microbiota and cancer mainly concentrates on gut microbiota (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B17">17</xref>). With the improvement of genome sequencing over the past decade, intratumor microbiota have been detected within the microenvironment of various solid tumors, challenging the traditional view of tumors as sterile entities (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>). Recent research has illuminated the presence and potential impact of intratumor microbiota and this emerging field of study is rapidly gaining momentum, revealing the intricate interplay between these microbial inhabitants and cancer. Intratumor microbiota, integral to the tumor microenvironment (TME), significantly influence cancer initiation, progression, and therapeutic responses by modulating immune responses and metabolic pathways (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>). Hitherto, intratumor microbiota have been identified in a variety of cancers, such as colorectal, pancreatic, bladder gastric, breast, lung, ovarian, prostate, and thyroid cancers (<xref ref-type="bibr" rid="B22">22</xref>&#x2013;<xref ref-type="bibr" rid="B25">25</xref>). However, research examining the relationship between thyroid cancer and intratumor microbiota remains limited. Herein, we review the origin and diversity of intratumor microbiota, summarize current findings on their role in thyroid cancer, and explore the mechanisms by which they may influence cancer development. This review aims to inform and inspire future research in this emerging field.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Intratumor microbiota</title>
<p>The investigation of intratumor microbiota has a protracted history, originating with early documentation of tumor-associated infections in antiquity (<xref ref-type="bibr" rid="B20">20</xref>). Bacteria were initially identified within&#xa0;human tumors over a century ago (<xref ref-type="bibr" rid="B26">26</xref>); however, the comprehensive characterization of the intratumor microbiota has been impeded by its low biomass and constrained diagnostic tools. Advances in sequencing technologies, particularly next-generation sequencing and more recently third-generation sequencing (e.g., Nanopore and PacBio) in the 21st century have facilitated a greater recognition of the presence and significance of microbiota within tumors at an unprecedented depth. This progress has enabled extensive studies that have delineated the diversity, spatial distribution, and potential roles of these microbiota in cancer diagnosis and prognosis (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>). In 2020, Poore et&#xa0;al. performed a comprehensive study on intratumor microbiota across over 30 cancer types, revealing significant associations between specific microbiota and various cancers. Their findings suggested that microbial-based cancer diagnostics may offer significant future value to patients (<xref ref-type="bibr" rid="B18">18</xref>). Simultaneously, another comprehensive study conducted in 2020 demonstrated that intratumor microbiota predominantly reside intracellularly, being located within both cancerous and immune cells (<xref ref-type="bibr" rid="B19">19</xref>). It has been observed that the microbial community within a tumor exhibits a non-random distribution; rather, it was precisely structured into microniches linked to immune and epithelial cell functions that influenced cancer progression (<xref ref-type="bibr" rid="B27">27</xref>). A comprehensive analysis of 17,401 samples spanning 35 cancer types has identified the presence of low-abundance fungal DNA and cells across various malignancies (<xref ref-type="bibr" rid="B28">28</xref>). Additionally, the findings indicated that these fungal communities coexisted with bacterial populations and immune cells within TME, potentially influencing these niches (<xref ref-type="bibr" rid="B28">28</xref>). Intratumor microbiota may actively contribute to tumorigenesis and cancer progression through mechanisms such as direct genotoxicity, immune response modulation, and metabolic reprogramming (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B29">29</xref>). For example, certain microbiota produce genotoxins that damage host DNA, potentially leading to mutations that drive cancer development (<xref ref-type="bibr" rid="B30">30</xref>). Additionally, some microbiota could alter the TME to favor tumor growth (<xref ref-type="bibr" rid="B31">31</xref>). Research is&#xa0;ongoing into how intratumor microbiota influence the effectiveness of cancer treatments.</p>
<p>Despite the growing body of evidence supporting the presence of intratumor microbiota, this field faces substantial methodological challenges, particularly concerning the risk of contamination. The detection of microbial DNA in tumor tissues&#x2014;especially those with low microbial biomass&#x2014;raises important questions about the authenticity of these findings. Contamination can arise from multiple sources, including laboratory reagents, environmental exposure during sample handling, and sequencing platforms themselves. This issue is especially pronounced in studies utilizing formalin-fixed paraffin-embedded tissues, where both the degradation of nucleic acids and the introduction of exogenous microbial DNA during processing can confound results. Recent studies have underscored the critical importance of implementing robust contamination control measures (<xref ref-type="bibr" rid="B32">32</xref>). These include the use of appropriate negative controls (e.g., blank extractions, reagent-only controls), rigorous sterilization procedures during sample collection and processing, and the application of bioinformatic techniques to distinguish true microbial signals from background noise. Moreover, low-biomass microbiome studies demand specialized protocols to minimize and monitor contamination at every step-from DNA extraction to sequencing and data analysis (<xref ref-type="bibr" rid="B33">33</xref>). In conclusion, while the presence of intratumor microbiota has been supported by multiple independent studies employing diverse methodologies, continued efforts to standardize protocols and improve contamination control are essential to advance this emerging field and validate its translational potential.</p>
<sec id="s2_1">
<label>2.1</label>
<title>The potential origins of intratumor microbiota</title>
<p>The origins of intratumor microbiota have not been fully elucidated and remain the focus of continued research and debate. Various hypotheses have been suggested to elucidate the mechanisms by which these microbes infiltrate and persist in the TME (<xref ref-type="fig" rid="f1"><bold>Figure 1</bold></xref>). Hematogenous dissemination is a potential pathway where microorganisms from distant body sites, like the mouth and intestines, enter the bloodstream and colonize tumors via damaged blood vessels (<xref ref-type="bibr" rid="B20">20</xref>). While direct evidence linking specific bleeding events to tumor colonization by particular microbes in humans is difficult to acquire, literature suggests that hematogenous dissemination is a plausible pathway for intratumor microbiota. Zheng et&#xa0;al. identified <italic>Bacteroides</italic> species within the tumor, as well as in the oral and intestinal microbiota, and confirmed that microbiota might migrate from the oral cavity to the intestine and ultimately to distant mammary tumor tissue (<xref ref-type="bibr" rid="B34">34</xref>). <italic>Fusobacterium nucleatum</italic>, a bacterium associated with invasive cancer, is hypothesized to migrate from the oral cavity to other body sites through the bloodstream (<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B36">36</xref>). Research indicated that <italic>Escherichia coli</italic> might contribute to colorectal cancer (CRC) metastasis to the liver to the liver by disrupting the gut vascular barrier, facilitating its entry into the bloodstream, and aiding in the establishment of a pre-metastatic niche in the liver (<xref ref-type="bibr" rid="B37">37</xref>). In a murine model of spontaneous breast tumors, bacteria were found within circulating tumor cells and were enriched at lung metastasis sites, suggesting that certain intracellular bacteria may spread to metastatic locations within tumor cells through the systemic circulation (<xref ref-type="bibr" rid="B38">38</xref>). Another potential origin is the translocation of bacteria from adjacent normal tissues. This phenomenon can be explained by the presence of low-abundance microbial communities in many tissues traditionally considered sterile. Additionally, bacteria in tumor tissues closely resemble those in nearby normal tissues (<xref ref-type="bibr" rid="B19">19</xref>). Bacteria from nearby normal tissues may accumulate at tumor sites during tumorigenesis due to microenvironmental changes and increased tissue accessibility caused by the disruption of epithelial and mucus barriers (<xref ref-type="bibr" rid="B36">36</xref>). The source of microorganisms in normal tissues is uncertain, and they might also spread from the tumor site. Therefore, this hypothesis requires further empirical validation. Intratumor microbiota are commonly found in cancers that develop in organs with mucosal surfaces, such as the colon, pancreas, cervix, and lungs. These organs feature cavities that are exposed to the external environment, and the process of tumorigenesis can disrupt the mucosal barriers, creating an opportunity for microbes residing on the mucosal surfaces to penetrate the tumor. Consequently, the breakdown of these protective mucosal layers, in conjunction with other factors, may facilitate the establishment of microbiota within the tumor. This theory suggests that the origin of intratumor microbiota in certain cancers could be attributed to the translocation of microbes from the mucosal surfaces following the loss of barrier integrity during tumor development.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>The potential origins of intratumor microbiota. Hematogenous dissemination may facilitate the infiltration of microbes from distant sites, such as the oral cavity and gut, into the tumor. Translocation of bacteria from adjacent normal tissues represents another potential origin. Disruption of mucosal barriers in organ cavities exposed to the external environment could allow resident microbes to penetrate the tumor. Arrows indicate the direction of the effect. Arrows with dashed lines indicate that no studies have explored this putative relationship yet. Graphics created with <ext-link ext-link-type="uri" xlink:href="https://figdraw.com">figdraw.com</ext-link>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-16-1536155-g001.tif">
<alt-text content-type="machine-generated">Illustration showing pathways of microbial dissemination in cancer. Bacteria from adjacent normal tissues, gut microbiota, and oral microbiota are depicted moving towards a tumor. The breakdown of mucosal layers and hematogenous dissemination are highlighted. An inset of a human body indicates the systemic spread.</alt-text>
</graphic>
</fig>
<p>Current research on the bacterial origins of thyroid cancer is limited, with studies indicating only a partial overlap in sequences between thyroid and gut microbiota (<xref ref-type="bibr" rid="B39">39</xref>). This limited overlap doesn&#x2019;t provide sufficient evidence to suggest a link between gut and thyroid microbiota. It remains to be explored whether bacteria can migrate from the gut to the thyroid.</p>
<p>Understanding the precise mechanisms of microbial colonization within tumors is crucial, as these intratumor communities may significantly influence cancer progression, treatment response, and overall patient outcomes. It has been hypothesized that the TME, characterized by high hypoxia, nutrient richness, vascular hyperplasia, aerobic glycolysis, and immunosuppression, may be conducive to bacterial growth and proliferation (<xref ref-type="bibr" rid="B40">40</xref>). However, the specific mechanisms by which the tumor milieu serves as a suitable environment for bacterial survival and function remain unclear. Future research should explore the mechanisms that attract microorganisms to the tumor microenvironment, enable them to evade the immune system, and facilitate tumor colonization.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Diversity of intratumor microbiota</title>
<p>The diversity of intratumor microbiota may be a significant factor influencing cancer progression, treatment response, and patient prognosis. In CRC, stomach adenocarcinoma, and endometrial carcinoma, intratumor microbiota diversity correlates with microsatellite instability, which is connected to increased tumor immunity and mutational burden. Specific genera such as <italic>Dialister</italic> and <italic>Castellaniella</italic> have been correlated with improved survival rates in CRC patients, suggesting that microbiota diversity may influence both tumor immunity and mutational burden (<xref ref-type="bibr" rid="B41">41</xref>). Research indicates significant variation in intratumor microbiota among different cancer types. One study identified that various tumor types exhibit unique microbial compositions, and the metabolic functions encoded by these intratumor microbiota are correlated with specific clinical characteristics of certain tumor subtypes (<xref ref-type="bibr" rid="B19">19</xref>). Another study delineated distinct fungal communities associated with specific cancer types (<xref ref-type="bibr" rid="B28">28</xref>). An analysis of 32 cancer types identified unique microbial signatures linked to survival outcomes, genomic features, and immune profiles, highlighting a complex microbiota landscape within tumors (<xref ref-type="bibr" rid="B42">42</xref>). Guo et&#xa0;al. conducted a microbial analysis of three pancreatic cancer subtypes: classic, basal-like, and mixed. Their findings revealed that the basal-like subtype harbored a distinct microbial community, distinguishable from the other two subtypes through Principal Coordinates Analysis. Furthermore, the basal-like subtype exhibited a significant abundance of <italic>Acinetobacter</italic>, <italic>Pseudomonas</italic>, and <italic>Sphingopyxis</italic>, suggesting a potential role of these microorganisms in tumor progression (<xref ref-type="bibr" rid="B43">43</xref>). Liu et&#xa0;al. identified substantial variability in the abundance of certain CRC-associated pathogens, such as <italic>Clostridium difficile</italic>, <italic>Clostridium</italic> sp<italic>ecies</italic>, and <italic>Prevotella</italic>, across individual tumors. Additionally, they noted that the abundance of certain microorganisms within tumors can vary throughout the adenoma-carcinoma sequence (<xref ref-type="bibr" rid="B44">44</xref>). Despite the accumulating evidence of intratumor microbiotal diversity and its potential implications in cancer biology, current research faces several limitations. Most studies have focused on a limited number of cancer types, leaving the full extent of bacterial diversity across all cancers largely unexplored. Furthermore, the majority of these studies have utilized 16S rRNA sequencing, which offers limited resolution at the species and strain levels.</p>
</sec>
</sec>
<sec id="s3">
<label>3</label>
<title>The characterization of intratumor microbiota in thyroid cancer</title>
<p>The &#x201c;thyrogastric syndrome&#x201d; concept, introduced in the 1950s, is based on the embryological and physiological links between the thyroid gland and the gastrointestinal tract (<xref ref-type="bibr" rid="B45">45</xref>). The thyroid gland originates from the endoderm, specifically from the floor of the primitive pharynx, which constitutes a part of the foregut. Thyroid follicular cells and gastric mucosal cells originate from the same endodermal embryonic layer (<xref ref-type="bibr" rid="B46">46</xref>). This shared developmental origin has prompted researchers to investigate potential similarities and interactions, including the possibility of microbial colonization within the thyroid gland. Based on this connection, it is reasonable to hypothesize the thyroid gland may harbor microorganisms essential for various physiological functions. Although research on intratumor microbiota in thyroid cancer is less extensive than in other cancers, this emerging field is showing promising progress (<xref ref-type="table" rid="T1"><bold>Table 1</bold></xref>). Recent studies reveal distinct microbial compositions in thyroid cancer tumors compared to nearby peritumor tissues, suggesting a potential role of microbiota in the development and progression of thyroid cancer. In a groundbreaking study, Dai et&#xa0;al. examined microbiota changes in different thyroid microhabitats in thyroid cancer patients (<xref ref-type="bibr" rid="B47">47</xref>). The study identified significant variations in microbiota composition and diversity between tumor and peritumor tissues. Specifically, the core microbiota of the thyroid comprised <italic>Sphingomonas</italic>, <italic>Comamonas</italic>, <italic>Acinetobacter</italic>, <italic>Pseudomonas</italic>, <italic>Microvirgula</italic>, and <italic>Soonwooa</italic>. The study demonstrated a notable rise in <italic>Sphingomonas</italic> and <italic>Aeromonas</italic> in tumor tissues, whereas <italic>Comamonas</italic>, <italic>Acinetobacter</italic>, and <italic>Peptostreptococcus</italic> were more common in peritumor tissues (<xref ref-type="bibr" rid="B47">47</xref>). In a recent study, 109 microbial species were found to be significantly altered when comparing tumor and adjacent normal tissues in PTC. Among these, 14 fungal species were predominantly found in tumor tissues, while 94 fungal species and one archaeal species were more prevalent in normal tissues. Fungal species such as <italic>Metarhizium acridum CQMa 102</italic>, <italic>Saccharomyces cerevisiae YJM1338</italic>, and <italic>Phaffia rhodozyma</italic> were notably more abundant in tumor tissues. The archaeal species <italic>Anomalluma dodsoniana</italic> was found to be more abundant in tumor tissue than in normal tissue. Interestingly, <italic>Candida albicans</italic>, <italic>Microallomyces dendroideus</italic>, and the archaeal species <italic>Anomalluma dodsoniana</italic> were predominantly observed in normal tissues (<xref ref-type="bibr" rid="B25">25</xref>). <italic>Proteobacteria</italic> were identified as the most abundant phylum among thyroid malignant tumor patients in another study (<xref ref-type="bibr" rid="B48">48</xref>). PTC encompasses a spectrum of histologic subtypes, including classical PTC (CPTC), follicular variant PTC (FVPTC), and tall cell PTC (TCPTC). The mycobiome analysis of PTC subtypes identified 63 fungal species with increased abundance relative to normal thyroid tissue, with FVPTC exhibiting the most significant microbial dysregulation, followed by TCPTC and CPTC (<xref ref-type="bibr" rid="B25">25</xref>). Among the identified fungal species, <italic>Botrytis cinerea</italic>, <italic>Pichia cephalocereana</italic>, and <italic>Trematosphaeria pertusa</italic> were consistently enriched in CPTC, FVPTC, and TCPTC (<xref ref-type="bibr" rid="B25">25</xref>). Differential archaeal abundance was observed across PTC subtypes. TCPTC exhibited enrichment of the <italic>uncultured euryarchaeote Alv-FOS5</italic> relative to normal tissue. FVPTC&#xa0;demonstrated overabundance of <italic>uncultured marine archaeon</italic> and&#xa0;<italic>uncultured Pyrobaculum</italic> sp. compared to normal samples.&#xa0;In&#xa0;contrast, <italic>Halovivax ruber XH-70</italic> and <italic>Methanosarcina</italic> sp.&#xa0;<italic>WH1</italic>&#xa0;showed reduced abundance in CPTC tumors compared&#xa0;to&#xa0;normal&#xa0;tissue (<xref ref-type="bibr" rid="B25">25</xref>). A group of microbial species, such&#xa0;as&#xa0;<italic>Micrococcus&#xa0;luteus</italic>,&#xa0;<italic>Frankia</italic> sp., <italic>Anabaena</italic> sp. <italic>K119</italic>, and&#xa0;<italic>uncultured Gammaproteobacteria</italic> were observed to be overabundant in normal tissues of these PTC subtypes (<xref ref-type="bibr" rid="B49">49</xref>). Notably, <italic>Trueperella pyogenes</italic> and <italic>Stenotrophomonas maltophilia K279a</italic> displayed a pattern of dysregulation that was consistent between CPTC and FVPTC (<xref ref-type="bibr" rid="B49">49</xref>). Each subtype revealed a distinct microbial signature: <italic>Rhodococcus fascians-D188</italic> was prevalent in normal CPTC samples, <italic>Acinetobacter baumannii AB0057</italic> in normal FVPTC samples, and <italic>Bradyrhizobium</italic> sp. <italic>BTAi1</italic> in normal TCPTC samples, underscoring the subtleties in microbial ecology that distinguish these cancer variants (<xref ref-type="bibr" rid="B49">49</xref>). Yuan et&#xa0;al. found <italic>Pseudomonas</italic> was the dominant bacterium in PTC, followed by <italic>Rhodococcus</italic>, <italic>Ralstonia</italic>, <italic>Acinetobacter</italic>, and <italic>Sphingomonas.</italic> The study examined microbiota alterations in PTC tumors across different stages, identifying stage-dependent variations in the abundances of the genera <italic>Pseudomonas</italic>, <italic>Rhodococcus</italic>, and <italic>Sphingomonas</italic>. <italic>Pseudomonas</italic> spp., the predominant genus across all groups, showed higher abundance in early-stage tumors (T1 and T2) than in advanced stages (T3 and T4). They also found <italic>Rhodococcus</italic> was significantly more abundant in patients with T1 PTC compared to those with T3 PTC, while <italic>Sphingomonas</italic> showed higher abundance in T1 and T2 than in T3. The T1_2 tumors predominantly featured the genera <italic>Pseudomonas</italic>, <italic>Rhodococcus</italic>, and <italic>Sphingomonas</italic>.T3_4 tumors predominantly featured the genera <italic>Streptococcus</italic>, <italic>Granulicatella</italic>, <italic>Haemophilus</italic>, and <italic>unclassified Rhizobiales</italic>, along with <italic>unranked Coriobacteriales</italic> (<xref ref-type="bibr" rid="B48">48</xref>). Notably, the number of microorganisms diminished as the distance from the cancerous tissue increased (<xref ref-type="bibr" rid="B39">39</xref>). Sex-specific differences in intratumor microbiota were also observed. <italic>Synechococcus</italic> sp. <italic>CC9311</italic> was found to be overabundant in normal samples among males, whereas it was overabundant in tumor samples among females (<xref ref-type="bibr" rid="B49">49</xref>). The term alpha diversity(&#x3b1;-diversity) characterizes the richness and evenness of microbial populations in a specific ecological environment (<xref ref-type="bibr" rid="B50">50</xref>). The &#x3b1;-diversity of the intratumor microbiota was significantly lower in males compared to females, although no significant differences in &#x3b2;-diversity were found between sexes (<xref ref-type="bibr" rid="B48">48</xref>). The genera <italic>Rhodococcus</italic>, <italic>Ralstonia</italic>, <italic>Chryseobacterium</italic>, and <italic>Burkholderia-Caballeronia</italic>, <italic>Paraburkholderia</italic> were observed to be more common in females compared to males (<xref ref-type="bibr" rid="B48">48</xref>). A separate study found a significant alteration in the abundance of 88 fungal species in females, whereas only 11 fungal and archaeal species showed differential abundance in males (<xref ref-type="bibr" rid="B25">25</xref>). These findings collectively underscored the intricate and dynamic characteristics of intratumor microbiota in thyroid cancer. Distinct microbial profiles associated with different PTC subtypes and stages, along with sex-specific differences, suggest that intratumor microbiota could be crucial in thyroid cancer development and progression. Additional studies are required to elucidate the functions of these microbial communities and assess their potential as diagnostic biomarkers or therapeutic targets.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>The characterization of intratumor microbiota in thyroid cancer.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="center">Year of study</th>
<th valign="top" align="center">Number of clinical samples</th>
<th valign="top" align="center">Methods</th>
<th valign="top" align="center">Main findings</th>
<th valign="top" align="center">Reference</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">2021</td>
<td valign="top" align="left">Tumor tissues and matched peritumor tissues from 30 patients with thyroid cancer</td>
<td valign="top" align="left">16s rRNA gene sequencing</td>
<td valign="top" align="left">The core microbiota of thyroid included <italic>Sphingomonas</italic>, <italic>Comamonas</italic>, <italic>Acinetobacter</italic>, <italic>Pseudomonas</italic>, <italic>Microvirgula</italic>, and <italic>Soonwooa</italic>. <italic>Sphingomonas</italic> and <italic>Aeromonas</italic> were significantly enriched in tumor tissues, whereas <italic>Comamonas</italic>, <italic>Acinetobacter</italic>, and <italic>Peptostreptococcus</italic> were markedly increased in peritumoral tissues</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B47">47</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">2021</td>
<td valign="top" align="left">563 thyroid cancer patients (354 CPTC, 101 FVPTC, 35 TCPTC, 135 male, 366 female tumor samples</td>
<td valign="top" align="left">TCGA</td>
<td valign="top" align="left">
<italic>Micrococcus luteus</italic>, <italic>Frankia</italic> sp., <italic>Anabaena</italic> sp. <italic>K119</italic>, and an <italic>uncultured Gammaproteobacterium</italic> were all found to be similarly enriched in the normal tissues of CPTC, FVPTC, and TCPTC. <italic>Trueperella pyogenes</italic> and <italic>Stenotrophomonas maltophilia K279a</italic> exhibited comparable dysregulation in both CPTC and FVPTC. <italic>Rhodococcus fascians</italic> D188 showed increased abundance in the normal samples from CPTC, while <italic>Acinetobacter baumannii AB0057</italic> was more abundant in the normal samples from FVPTC. <italic>Bradyrhizobium</italic> sp. <italic>BTAi1</italic> was enriched in the normal tissues of TCPTC. For <italic>Synechococcus</italic> sp. <italic>CC9311</italic>, higher abundance was observed in normal samples from males, whereas in females, it was more prevalent in tumor samples</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B49">49</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">2021</td>
<td valign="top" align="left">the 93 samples from thyroid patients (19 malignant and six benign patients)</td>
<td valign="top" align="left">16s rRNA gene sequencing</td>
<td valign="top" align="left">
<italic>Proteobacteria</italic> constitutes the most abundant bacterial phylum in thyroid cancer tissue, while <italic>Actinobacteria</italic> is the most abundant phylum in para-tumor tissue</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B39">39</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">2022</td>
<td valign="top" align="left">Tumor samples from 80 patients with PTC</td>
<td valign="top" align="left">16s rRNA gene sequencing</td>
<td valign="top" align="left">
<italic>Pseudomonas</italic> was the dominant bacterium, followed by <italic>Rhodococcus</italic>, <italic>Ralstonia</italic>, <italic>Acinetobacter</italic>, and <italic>Sphingomonas</italic>.<break/>Rhodococcus, Ralstonia, Chryseobacterium, and Burkholderia-Caballeronia, Paraburkholderia were found to be more prevalent in females than in males. <italic>Pseudomonas</italic> spp., the most abundant genus in all groups, were more abundant in early-stage tumors (T1 and T2) compared to advanced stages (T3 and T4). <italic>Rhodococcus</italic> abundance was also significantly higher in patients with T1 PTC than in those with T3 PTC, and <italic>Sphingomonas</italic> was more abundant in T1 and T2 than in T3. The T1_2 tumors exhibited a predominance of <italic>Pseudomonas</italic>, <italic>Rhodococcus</italic>, and <italic>Sphingomonas</italic>. T3_4 tumors were dominated by <italic>Streptococcus</italic>, <italic>Granulicatella</italic>, <italic>Haemophilus g_unclassified_o_Rhizobiales</italic>, and <italic>g_norank_f_norank_o_-Coriobacteriales.</italic>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B48">48</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">2023</td>
<td valign="top" align="left">453 primary tumor tissue samples and 54 adjacent solid tissue normal samples</td>
<td valign="top" align="left">TCGA</td>
<td valign="top" align="left">The fungal species Metarhizium acridum CQMa 102, <italic>Saccharomyces cerevisiae YJM1338</italic>, and <italic>Phaffia rhodozyma</italic> were found to be overabundant in PTC tumor tissue, as opposed to adjacent normal tissue. The archaeal species <italic>Anomalluma dodsoniana</italic> was overrepresented in PTC tumor tissue compared to normal. A greater number of species were abundant in normal tissue, including <italic>Candida albicans</italic> and <italic>Microallomyces dendroideu</italic>s, along with the archaeal species <italic>Anomalluma dodsoniana</italic>. A total of 88 fungal microbes exhibited significant dysregulation exclusively in females, while only 11 fungal and archaeal microbes showed significant dysregulation exclusively in males</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B25">25</xref>)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<italic>CPTC,</italic> classical papillary thyroid cancer; <italic>FVPTC,</italic> follicular variant papillary thyroid cancer; <italic>PTC,</italic> papillary thyroid cancer; <italic>TCGA,</italic> The Cancer Genome Atlas; <italic>TCPTC,</italic> tall cell papillary thyroid cancer.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s4">
<label>4</label>
<title>The role of intratumor microbiota in thyroid cancer</title>
<p>Growing evidence indicates that the intratumor microbiota may influence thyroid cancer development and progression. Recent research suggested that certain bacterial species present in tumors could act as biomarkers for diagnosing and predicting thyroid cancer outcome. A study conducted by Dai et&#xa0;al. served as an example. The combination of <italic>Comamonas</italic> and <italic>Sphingomonas</italic> had been identified as an effective biomarker for differentiating between tumor and peritumor tissues. A greater presence of <italic>Sphingomonas</italic> was associated with lymph node metastasis, indicating its potential as a prognostic marker in thyroid cancer patients. These findings strongly suggested that <italic>Sphingomonas</italic> may be actively involved in promoting thyroid cancer progression (<xref ref-type="bibr" rid="B47">47</xref>). In addition to serving as potential biomarkers, the intratumor microbiota has also been linked to various clinical parameters that are commonly used to assess tumor aggressiveness, surgical outcomes, and risk stratification in patients with DTC. These parameters, collectively known as the distant metastasis, patient age, completeness of excision, invasion, and tumor size (MACIS) classification, provide valuable information for guiding treatment decisions and predicting patient outcomes (<xref ref-type="bibr" rid="B51">51</xref>). Notably, certain intratumor microbiota species has demonstrated significant correlations with MACIS scores and pathologic M stage in patients with PTC. Specifically, <italic>Frankia</italic> sp. and <italic>uncultured Gammaproteobacteria</italic> bacterium, which predominated in all PTC normal tissue samples, was linked to lower MACIS scores, indicating a possible protective function. In contrast, <italic>Bradyrhizobium</italic> sp. <italic>BTAi1</italic>, uniquely in TCPTC normal tissue, had been correlated with higher MACIS scores, indicating an association with more aggressive disease. Moreover, <italic>Fran kia</italic> sp. and <italic>Anabaena</italic> sp. <italic>K119</italic>, overabundant in normal tissue samples of all PTC subtypes, negatively correlates with pathologic M stage, suggesting a protective role against metastasis. Conversely, <italic>Stenotrophomonas maltophilia</italic>, found to be dysregulated exclusively in CPTC and FVPTC, is positively associated with pathologic M stage, suggesting a potential connection to enhanced metastatic potential (<xref ref-type="bibr" rid="B49">49</xref>). John et&#xa0;al. identified correlations between specific fungal abundances and pathological staging in PTC. The abundance of <italic>Chaetomium globosum CBS 148.51</italic> was positively correlated with advancing pathological stage. Furthermore, they found 18 fungal species, including <italic>Candida albicans</italic>, <italic>Eremascus albus</italic>, and <italic>Thanatephorus cucumeris</italic>, to be associated with an elevated pathological M stage. <italic>Wickerhamiella pararugosa</italic>, <italic>uncultured Cryptomycota</italic>, and <italic>Spiromyces aspiralis</italic> were also linked to a higher pathological N stage (<xref ref-type="bibr" rid="B25">25</xref>). The interaction between the thyroid microbiota and hormonal regulation appeared to be another critical factor in thyroid carcinogenesis. Elevated levels hormones, particularly thyroid-stimulating hormone (TSH) and thyroid hormones, had been implicated in the development of thyroid cancer (<xref ref-type="bibr" rid="B52">52</xref>). Specifically, in conditions such as primary hypothyroidism, compensatory increases in TSH levels can lead to thyroid hyperplasia, potentially elevating the risk of malignancy (<xref ref-type="bibr" rid="B52">52</xref>, <xref ref-type="bibr" rid="B53">53</xref>). An intriguing discovery demonstrated that <italic>Neisseria perflava</italic> engages in closely related interactions with species of <italic>Roseburia, Amaricoccus</italic>, and <italic>Streptomyces</italic>, potentially coordinating a series of sequential biochemical processes involving TSH and triiodothyronine (<xref ref-type="bibr" rid="B39">39</xref>). In conclusion, the microbiota in thyroid cancer demonstrates multifaceted roles, serving not only as promising biomarkers but also potentially influencing disease progression and metastasis. The significant correlations between specific bacterial species and clinical parameters, including MACIS scores and metastatic stages, suggest that the microbiota plays a crucial role in influencing tumor behavior and patient outcomes. Furthermore, the complex interplay between the microbiota and thyroid hormones adds another dimension to our understanding of thyroid cancer pathogenesis. Future investigations into the functional roles of these microorganisms could potentially revolutionize therapeutic approaches and enhance personalized treatment strategies for thyroid cancer patients. The elucidation of precise mechanisms through which intratumor microbiota influence thyroid carcinogenesis remains essential for integrating microbiota-based diagnostics and interventions into clinical practice.</p>
</sec>
<sec id="s5">
<label>5</label>
<title>The potential mechanisms of intratumor microbiota affecting thyroid tumorigenesis</title>
<p>While the presence and diversity of intratumor microbiota in thyroid cancer are becoming increasingly recognized (<xref ref-type="bibr" rid="B47">47</xref>, <xref ref-type="bibr" rid="B49">49</xref>), the precise mechanisms through which they influence tumor development and progression remain largely unexplored. The role of intratumor microbiota in thyroid cancer remains under-researched compared to other cancer types, highlighting a significant gap in understanding. Three primary mechanisms are hypothesized to influence the impact of intratumor microbiota on thyroid cancer (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>The potential mechanisms of intratumor microbiota affecting thyroid tumorigenesis. Three major potential mechanisms are thought to be involved: &#x2460;producing genotoxic substances that directly cause DNA damage and promote carcinogenesis.&#x2461;regulating oncogenic signaling pathways.&#x2462;altering the tumor immune microenvironment and modulating the immune response. Graphics created with <ext-link ext-link-type="uri" xlink:href="https://figdraw.com">figdraw.com</ext-link>. CDT, cytolethal distending toxin; DC, dendritic cells; LPS, lipopolysaccharide; M, macrophages; MDSC, myeloid-derived suppressor cells; NF-&#x3ba;B, nuclear factor-kappaB; NK, natural killer; ROS, reactive oxygen species; SCFAs, short-chain fatty acids; SMO, spermine oxidase; T, T-lymphocyte; TIGIT, T cell immunoglobulin and ITIM domain; TLRs, toll-like receptors; TME, tumor microenvironment; PD-1, Programmed death-1.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-16-1536155-g002.tif">
<alt-text content-type="machine-generated">Diagram showing intratumor microbiota interactions with a tumor cell and the tumor microenvironment (TME). It highlights pathways like Wnt/&#x3b2;-catenin and MAPK leading to carcinogenesis. Bacteroides fragilis toxin, CDT, colibactin, and reactive oxygen species (ROS) contribute to DNA damage in tumor cells. Immune cell interactions include LPS, SCFAs, and microRNA, affecting natural killer (NK) cells, dendritic cells (DC), and myeloid-derived suppressor cells (MDSC), influencing inflammatory cytokines and chemokines within the TME.</alt-text>
</graphic>
</fig>
<sec id="s5_1">
<label>5.1</label>
<title>Induce DNA damage</title>
<p>DNA damage is a critical factor in the development of various cancers, including thyroid cancer (<xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B55">55</xref>). Studies have showed that certain bacterial species could induce DNA damage both directly and indirectly, leading to genetic alterations that can drive carcinogenesis (<xref ref-type="bibr" rid="B56">56</xref>, <xref ref-type="bibr" rid="B57">57</xref>). Certain bacteria, including <italic>Escherichia coli</italic> and <italic>Helicobacter</italic> pylori, produce genotoxic substances that damage DNA and promote carcinogenesis (<xref ref-type="bibr" rid="B58">58</xref>, <xref ref-type="bibr" rid="B59">59</xref>). For instance, the bacterial genotoxin colibactin, produced by certain strains of <italic>Escherichia coli</italic>, could induce DNA double-strand breaks and chromosomal instability, both of which are critical events in early carcinogenesis (<xref ref-type="bibr" rid="B58">58</xref>, <xref ref-type="bibr" rid="B60">60</xref>). Cytolethal distending toxin, a protein complex from certain gram-negative bacteria, induces DNA damage, with the CdtB subunit particularly effective at causing dose-dependent DNA breaks (<xref ref-type="bibr" rid="B21">21</xref>). During the breakdown of host proteins, bacteria produced harmful metabolites, such as sulfides and nitrosamines, which had been associated with causing DNA damage (<xref ref-type="bibr" rid="B61">61</xref>). Bacteria can also induce the production of reactive oxygen species (ROS) and reactive nitrogen species either through their own metabolism or by stimulating host immune responses. These reactive molecules may cause oxidative stress, which leads to various forms of DNA damage, including single-strand breaks, double-strand breaks, and base modifications (<xref ref-type="bibr" rid="B62">62</xref>, <xref ref-type="bibr" rid="B63">63</xref>). Bacteroides fragilis toxin, secreted by <italic>Bacteroides fragilis</italic>, has been shown to enhance colon tumorigenesis by upregulating spermine oxidase (SMO), an enzyme crucial for polyamine catabolism. SMO activation increases ROS production, which in turn leads to DNA damage in colonic epithelial cells (<xref ref-type="bibr" rid="B64">64</xref>, <xref ref-type="bibr" rid="B65">65</xref>). Some bacteria may alter host DNA repair mechanisms, resulting in greater genomic instability and an elevated risk of cancer development (<xref ref-type="bibr" rid="B66">66</xref>, <xref ref-type="bibr" rid="B67">67</xref>). Bacteria can influence the base excision repair pathway, crucial for fixing oxidative DNA damage, thus raising the probability of mutation accumulation (<xref ref-type="bibr" rid="B66">66</xref>). Intratumor microbiota may facilitate thyroid cancer initiation and progression by inducing DNA damage and hindering DNA repair, leading to mutation accumulation in these pathways. Future research should investigate if genotoxin-producing bacteria contribute to DNA mutations associated with thyroid cancer.</p>
</sec>
<sec id="s5_2">
<label>5.2</label>
<title>Influence carcinogenic pathways</title>
<p>In addition to inducing DNA damage, intratumor microbiota may modulate key carcinogenic signaling pathways that affect thyroid cancer development. A study by Daniel et&#xa0;al. investigated the association between intratumor fungi and oncogenic pathway activity in various PTC subtypes (<xref ref-type="bibr" rid="B25">25</xref>). In CPTC, <italic>Metschnikowia santaceciliae</italic>, <italic>Pacynthium nigrum</italic>, <italic>Thanatephorus cucumeris</italic>, and <italic>Spriromyces aspiralis</italic> were related to downregulation of PI3K/AKT pathways. <italic>Metschnikowia santaceciliae</italic> and <italic>Placynthium nigrumwere</italic> were associated with decreased RAS signaling. In contrast, <italic>Uncultured Galactomyces</italic> was associated with upregulation of BRAF kinase activity, suggesting a potential oncogenic role. The study also examined TCPTC, finding that <italic>Brevicellicium exile</italic>, <italic>Eremascus albus</italic>, and <italic>Zoophthora occidentalis</italic> were linked to increased p53 signaling. <italic>Metschnikowia santaceciliae</italic> and <italic>uncultured Glomus</italic> were correlated with increased BRAF kinase activity. Furthermore, these two fungi, along with <italic>Brevicellicium exile</italic>, were associated with increased activity in the RET, MAPK, and RAS signaling pathways. In FVPTC, <italic>uncultured Glomus</italic> was linked to increased BRAF kinase activity and MAPK signaling, whereas <italic>Rozella allomycis</italic> was associated solely with increased BRAF kinase activity. The composition of the intratumor microbiota appears to be influenced by <italic>BRAFV600E</italic> mutation status. A surprising finding was the overrepresentation of dysregulated microbes within <italic>BRAFV600E</italic>-negative tumor tissue, suggesting a potential interplay between microbial communities and this specific oncogenic driver (<xref ref-type="bibr" rid="B25">25</xref>).</p>
<p>One of the most notable pathways modulated by bacteria in cancer is the Wnt/&#x3b2;-catenin pathway, which plays a pivotal role in regulating cell proliferation, differentiation, and apoptosis. As thyroid cancer progresses and differentiates into more aggressive forms, such as poorly differentiated thyroid cancer and ATC, additional mutations arise in key regulatory pathways, including Wnt/&#x3b2;-catenin, further promoting tumor growth and resistance to apoptosis (<xref ref-type="bibr" rid="B68">68</xref>). Rubinstein et&#xa0;al. showed that <italic>Fusobacterium nucleatum</italic> promoted colorectal carcinogenesis by modulating E-cadherin/&#x3b2;-catenin through via its FadA adhesin. This adhesin binds to E-cadherin on the surface of host cells, disrupting cell adhesion and leading to the activation of &#x3b2;-catenin, which translocated to the nucleus and activates transcription of target genes involved in cell proliferation and cancer progression (<xref ref-type="bibr" rid="B69">69</xref>). Further research by Rubinstein et&#xa0;al. showed that <italic>Fusobacterium nucleatum</italic> also induced the expression of Annexin A1, a Wnt/&#x3b2;-catenin modulator, further enhancing &#x3b2;-catenin signaling and promoting cancer progression (<xref ref-type="bibr" rid="B70">70</xref>). Enteric bacterial proteins could induce tumorigenesis by activating the &#x3b2;-catenin signaling pathway. Specifically, the bacterial protein AvrA was shown to enhance &#x3b2;-catenin signaling in colonic epithelial cells, leading to increased tumorigenesis (<xref ref-type="bibr" rid="B71">71</xref>). <italic>Helicobacter pylori</italic>, a carcinogenic bacterium linked to gastric cancer, exemplifies bacterial-induced activation of the Wnt/&#x3b2;-catenin pathway. Studies have shown that <italic>Helicobacter pylorican</italic> directly activated the Wnt/&#x3b2;-catenin pathway, promoting gastric carcinogenesis (<xref ref-type="bibr" rid="B72">72</xref>). Parida et&#xa0;al. demonstrated that a pro-carcinogenic colon microbe promotes breast tumorigenesis and metastasis by activating both the Notch and Wnt/&#x3b2;-catenin signaling axes (<xref ref-type="bibr" rid="B73">73</xref>). This finding indicated that bacterial activation of &#x3b2;-catenin signaling is not restricted to particular cancer types and may have widespread implications across various cancers, including thyroid cancer.</p>
</sec>
<sec id="s5_3">
<label>5.3</label>
<title>Alter the TME</title>
<p>The TME of thyroid cancer of various non-cancerous cells such as immune cells, fibroblasts, endothelial cells, and an extracellular matrix rich in cytokines and growth factors (<xref ref-type="bibr" rid="B74">74</xref>, <xref ref-type="bibr" rid="B75">75</xref>). These components interact with tumor cells and influence their behavior, creating a complex, dynamic environment that promotes tumor progression (<xref ref-type="bibr" rid="B76">76</xref>). Intratumor microbiota actively interacts with the TME, influencing cancer progression, immune responses, and treatment efficacy. However, research on the role of intratumor microbiota in modulating the TME in thyroid cancer remains limited. Recent studies have shown that intratumor microbiota can influence the TME by modulating both innate and adaptive immune responses (<xref ref-type="bibr" rid="B31">31</xref>).One study identified that CPTC exhibited the highest absolute number of correlations between intratumor microbiota dysbiosis and the dysregulation of immune-related genes. Additionally, it suggested that the intratumor microbiota might influence CD4+ T cells and helper T cells to mount a defense against tumor progression in FVPTC (<xref ref-type="bibr" rid="B49">49</xref>). In a study of melanoma tissues, a negative correlation was observed between the abundance of certain bacterial genera, including <italic>Algibacter</italic> and <italic>Epilithonimonas</italic>, and the infiltration of CD8+T cells. Additionally, the presence of <italic>Algibacter</italic> was inversely correlated with the expression of key chemokines, such as C-X-C motif ligand (CXCL)9, CXCL10, and the C-C motif chemokine ligand 5, which play a crucial role in T cell trafficking and function (<xref ref-type="bibr" rid="B22">22</xref>). A notable correlation was identified between the presence of microorganisms in the tumor and the infiltration of regulatory T cells (<xref ref-type="bibr" rid="B77">77</xref>). Analysis of CRC tissues revealed a positive correlation between the abundance of microorganisms in the tumor core and the extent of CD3+T cell infiltration. Furthermore, their findings showed that the tumor cores of patients with elevated tumor-infiltrating lymphocytes (TILs) levels were enriched with nine distinct bacterial species (<xref ref-type="bibr" rid="B78">78</xref>). Intratumor microbiota directly interacts with pattern recognition receptors, such as toll-like receptors (TLRs), on both tumor and immune cells, triggering downstream signaling pathways that activate pro-inflammatory mediators (cytokines and chemokines), potentially fueling tumor growth and immune modulation (<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B79">79</xref>, <xref ref-type="bibr" rid="B80">80</xref>). <italic>Fusobacterium nucleatum</italic>, a well-studied bacterium in cancer pathogenesis, can bind to TLR4 on cancer cells and activate the nuclear factor-kappaB (NF-&#x3ba;B) signaling cascade, leading to the production of pro-inflammatory cytokines such as interleukin (IL)-1&#x3b2;, IL-6, and tumor necrosis factor -&#x3b1; (TNF-&#x3b1;), which promote a chronic inflammatory state (<xref ref-type="bibr" rid="B81">81</xref>). Intratumor microbiota may also contribute to immune evasion in thyroid cancer by modulating the activity of immune cells, particularly T cells and natural killer (NK) cells. <italic>Fusobacterium nucleatum</italic> has been shown to impair NK cell function via its Fap2 protein, which binds to the T cell immunoglobulin and ITIM domain (TIGIT) receptor on NK cells, inhibiting their cytotoxic activity against tumor cells (<xref ref-type="bibr" rid="B82">82</xref>). <italic>Fusobacterium nucleatum</italic> and other bacteria, such as <italic>Methylobacterium</italic>, have been associated with a reduction in TILs, particularly CD8+T cells and dysfunction of T cell in various cancers, including colorectal and breast cancers. Reduced TILs&#x2019; presence and impaired T cell function create an immune-suppressive TME, allowing tumor cells to evade immune surveillance and promoting tumor progression (<xref ref-type="bibr" rid="B83">83</xref>&#x2013;<xref ref-type="bibr" rid="B85">85</xref>). Bacterial-derived ROS can modulate immune responses by altering the function of immune cells within the TME. ROS may impair the activity of cytotoxic T cells and NK cells, reducing the immune system&#x2019;s ability to target and eliminate cancer cells (<xref ref-type="bibr" rid="B77">77</xref>, <xref ref-type="bibr" rid="B79">79</xref>, <xref ref-type="bibr" rid="B86">86</xref>). Microbial metabolites, such as lipopolysaccharide (LPS), short-chain fatty acids (SCFAs) and other bacterial byproducts, can have profound effects on the immune landscape of the tumor. LPS, a component of the outer membrane of Gram-negative bacteria, is a potent activator of TLR4 signaling (<xref ref-type="bibr" rid="B87">87</xref>). By binding to TLR4 on immune cells and tumor cells, LPS may induce the production of pro-inflammatory cytokines and chemokines, thereby driving chronic inflammation within the TME (<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B88">88</xref>). This inflammation not only supports tumor growth but also fosters an immune-suppressive environment, wherein immune cells are less effective at mounting an anti-tumor response. Moreover, LPS-induced NF-&#x3ba;B activation has been shown to upregulate the expression of miR-21, a microRNA that promotes tumor cell proliferation and survival by inhibiting tumor suppressor pathways, such as the RAS signaling pathway (<xref ref-type="bibr" rid="B81">81</xref>). SCFAs, such as butyrate, have been implicated in regulating immune cell differentiation and function (<xref ref-type="bibr" rid="B89">89</xref>). Exposure to culture supernatants of <italic>Megasphaera massiliensis</italic>, which contain high levels of the SCFAs, enhanced the production of IFN-&#x3b3; and TNF-&#x3b1; in CD8+T cells. Furthermore, these treated cytotoxic CD8+T cells exhibited superior tumor reactivity and <italic>in vivo</italic> persistence compared to their untreated counterparts when administered as adoptive cell therapy in a murine model of melanoma (<xref ref-type="bibr" rid="B90">90</xref>).</p>
<p>Immune checkpoints play a pivotal role in regulating immune evasion and tumor progression. In thyroid cancer, including aggressive subtypes like ATC, the upregulation of these immune checkpoint proteins such as Programmed death-1 (PD-1), programmed death-ligand 1 (PD-L1) has been linked to poorer prognosis and enhanced tumor invasiveness (<xref ref-type="bibr" rid="B91">91</xref>, <xref ref-type="bibr" rid="B92">92</xref>). Recent advances highlight that intratumor microbiota directly modulate immune checkpoint pathways within the TME, influencing both tumor immunogenicity and immunotherapy efficacy. Intratumoral <italic>Fusobacterium nucleatum</italic> could enhance anti-PD-1 efficacy in microsatellite stable CRC by suppressing PD-1 overexpression in CD8+ TILs through the butyric acid- histone deacetylase 3/8-TBX21 axis, thereby restoring anti-tumor immunity (<xref ref-type="bibr" rid="B93">93</xref>). The elimination of intratumor microbiota could improve the therapeutic effectiveness of &#x3b1;-PD-L1 immunotherapy (<xref ref-type="bibr" rid="B94">94</xref>). It is conceivable that intratumor microbiota might influence the response to ICIs in thyroid cancer as well, either by promoting an immune-suppressive TME or by directly modulating immune checkpoint pathways. Further research is needed to explore how bacterial presence and activity within thyroid cancer might impact the efficacy of immunotherapies.</p>
<p>The interactions between intratumor microbiota and the TME are complex, involving the modulation of immune responses, activation of signaling pathways, and the generation of pro-tumorigenic metabolites. The mechanistic roles of intratumor microbiota in thyroid carcinogenesis remain underexplored compared to other malignancies such as CRC or pancreatic cancer. While emerging evidence from non-thyroid cancers implicates microbiota-driven pathways (e.g., Wnt/&#x3b2;-catenin, TLR/NF-&#x3ba;B) in tumor progression and therapy resistance, direct experimental validation in thyroid cancer models is lacking. We explicitly emphasize that these pathways remain speculative in thyroid cancer and warrant rigorous investigation using patient-derived organoids, germ-free animal models, and microbiota-depletion approaches. Future studies should aim to identify the bacterial species and mechanisms contributing to thyroid cancer development and investigate the potential of microbiota-targeted therapies.</p>
</sec>
</sec>
<sec id="s6">
<label>6</label>
<title>Conclusions and future perspectives</title>
<p>Recent advancements in detection techniques have significantly improved the rapid identification of microbes residing within cancerous tissues. The role of intratumor microbiota in cancer pathogenesis is a rapidly expanding field, with numerous studies highlighting how these microbial communities may influence cancer initiation, progression and treatments. Microorganisms, once established in tumors, may promote tumorigenesis by enhancing mutation rates, modulating oncogenic signaling pathways, and altering the TME. Targeting specific microbial populations or their metabolic products may enhance the efficacy of existing therapies or pave the way for innovative microbiota-based treatments. Although current evidence supports a correlation between intratumor microbiota and various tumor characteristics, these associations should not be interpreted as causative, and mechanistic insights remain limited without direct functional evidence. Most of the existing studies are observational in nature, and the relationship between microbiota and tumor progression or immune modulation remains to be elucidated.</p>
<p>In thyroid cancer, the discovery of intratumor microbiota presents an intriguing new dimension to understanding its pathogenesis and progression. While research in other cancer types has uncovered valuable insights regarding microbial origin, diversity, and functional roles, much remains to be explored in the context of thyroid cancer, particularly with respect to their therapeutic implications. Disrupting specific cancer-promoting or immunosuppressive microbial populations within tumors could potentially interfere with tumorigenic pathways, modulate the TME, and improve treatment outcomes. Targeting the intratumor microbiota has emerged as a promising strategy for improving treatment efficacy. Probiotics may help restore microbial homeostasis, potentially mitigating pro-tumorigenic effects, while antibiotics could selectively eliminate harmful bacterial species. Additionally, microbiome modulation through dietary interventions or fecal microbiota transplantation may offer novel therapeutic avenues. A deeper understanding of these microbial interactions is essential for optimizing personalized treatment strategies. Future research should focus on identifying specific bacterial signatures associated with thyroid cancer and evaluating the clinical benefits of microbiota-targeted therapies. Integrating microbiome-based approaches with existing treatment modalities may pave the way for more effective and tailored therapeutic options. Additionally, utilizing the intratumor microbiota as a biomarker for cancer diagnosis and prognosis holds promise for advancing personalized medicine.</p>
<p>Moreover, the present literature is largely focused on PTC, with&#xa0;relatively few studies addressing other histological subtypes&#xa0;such&#xa0;as&#xa0;FTC, MTC, and ATC. Future research should aim&#xa0;to&#xa0;explore&#xa0;the&#xa0;microbiota landscape in these subtypes to provide&#xa0;a&#xa0;more&#xa0;comprehensive understanding of the thyroid tumor microenvironment.</p>
<p>Future research on the intratumor microbiota in thyroid cancer could significantly advance new diagnostic and therapeutic approaches. However, several challenges remain. It remains uncertain whether particular microbial changes are a cause or effect of tumor development, or if they occur incidentally. Second, the minimal biomass of tumor-associated microbial communities and the potential for contamination during sample collection and processing highlight the necessity for rigorous controls and standardized protocols to ensure study reproducibility and comparability. Third, a critical consideration in interpreting intratumor microbiota studies lies in the inherent limitations and technical biases of current detection methodologies. While 16S rRNA sequencing remains widely used for bacterial profiling, taxonomic biases still exist. Shotgun metagenomics, though offering strain-level resolution, struggles with low microbial biomass in tumors, where host DNA contamination obscures bacterial signals. To address these challenges, future studies should integrate orthogonal methods. Single-cell RNA sequencing (scRNA-seq) offers unprecedented insights into the cellular heterogeneity of the TME and the specific roles of individual immune cells in relation to microbial presence. This technique allows researchers to dissect the complex interactions between immune cells and intratumor microbiota at a single-cell resolution, providing a clearer picture of how these interactions may influence cancer progression and response to therapy. Additionally, spatial transcriptomics has emerged as a powerful tool to study microbial localization within tumor niches. By mapping gene expression data spatially, this method enables researchers to visualize the precise locations of microbial communities and their interactions with surrounding cells. Understanding the spatial dynamics of intratumor microbiota can reveal new therapeutic targets and improve the design of microbiota-based interventions. Incorporating these cutting-edge methodologies into thyroid cancer research will likely drive significant advancements in our understanding of the microbiota-cancer axis, paving the way for innovative treatment strategies. Fourth, further investigation is necessary to clarify the roles of individual microbial species and their interactions with the TME. Fifth, existing studies on intratumor bacteria&#x2019;s role in thyroid cancer have mainly concentrated on PTC. In contrast, studies investigating the involvement of intratumor bacteria in other thyroid cancer types are relatively scarce. Finally, translating findings from animal models, particularly mice, to human applications poses a challenge, given the significant interspecies differences that can complicate such efforts. In conclusion, despite significant advancements in understanding intratumor microbiota&#x2019;s role in thyroid cancer, future research must address existing challenges to fully harness microbiota-based diagnostics and therapies in clinical settings.</p>
</sec>
</body>
<back>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>SL: Writing &#x2013; original draft. XX: Writing &#x2013; review &amp; editing. TH: Writing &#x2013; review &amp; editing. XS: Writing &#x2013; review &amp; editing. YZ: Funding acquisition, Supervision, Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This study was supported by the National Major Research and Development Program of China (2022YFC2406505), and National Natural Science Foundation of China (82472025).</p>
</sec>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec id="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
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