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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Immunol.</journal-id>
<journal-title>Frontiers in Immunology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Immunol.</abbrev-journal-title>
<issn pub-type="epub">1664-3224</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fimmu.2025.1664255</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Immunology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Linking epigenetic mechanisms of T cell dysfunction with pathophysiology of type 1 diabetes mellitus</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Jabri</surname>
<given-names>Abdullah</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<contrib contrib-type="author">
<name>
<surname>Elsalti</surname>
<given-names>Abdulrahman</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<name>
<surname>Alsharif</surname>
<given-names>Mohamed</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<contrib contrib-type="author">
<name>
<surname>Alsharif</surname>
<given-names>Raghad</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Abbad</surname>
<given-names>Tasnim</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Sibai</surname>
<given-names>Dania</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Taftafa</surname>
<given-names>Bader</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Mhannayeh</surname>
<given-names>Abdulaziz</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Khan</surname>
<given-names>Mohammad Imran</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Yaqinuddin</surname>
<given-names>Ahmed</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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<aff id="aff1">
<sup>1</sup>
<institution>College of Medicine, Alfaisal University</institution>, <addr-line>Riyadh</addr-line>,&#xa0;<country>Saudi Arabia</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>International School of Medicine, Istanbul Medipol University</institution>, <addr-line>Istanbul</addr-line>,&#xa0;<country>T&#xfc;rkiye</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>College of Medicine, Almaarefa University</institution>, <addr-line>Riyadh</addr-line>,&#xa0;<country>Saudi Arabia</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>King Faisal Specialist Hospital and Research Center</institution>, <addr-line>Jeddah</addr-line>,&#xa0;<country>Saudi Arabia</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/100918/overview">Ubaid Ullah Kalim</ext-link>, University of Turku, Finland</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1067565/overview">Aquib Ehtram</ext-link>, La Jolla Institute for Immunology (LJI), United States</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3163049/overview">Caio Santos Bonilha</ext-link>, University of Glasgow, United Kingdom</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3217229/overview">Inna Starskaia</ext-link>, University of Turku, Finland</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Ahmed Yaqinuddin, <email xlink:href="mailto:ayaqinuddin@alfaisal.edu">ayaqinuddin@alfaisal.edu</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>29</day>
<month>10</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1664255</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>07</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>15</day>
<month>10</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Jabri, Elsalti, Alsharif, Alsharif, Abbad, Sibai, Taftafa, Mhannayeh, Khan and Yaqinuddin.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Jabri, Elsalti, Alsharif, Alsharif, Abbad, Sibai, Taftafa, Mhannayeh, Khan and Yaqinuddin</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>&#x3b2;-cell destruction by autoreactive T cells is a hey hallmark of type 1 diabetes mellitus (T1D). Epigenetic mechanisms&#x2014;including DNA methylation, histone modifications, chromatin remodeling, and non-coding RNAs&#x2014;play critical roles in regulating T-cell development, activation, and tolerance. Disruption of these processes contributes to immune imbalance and the onset of T1D. This review summarizes current insights into how epigenetic regulation shapes T-cell function and highlights emerging evidence linking these changes to environmental influences such as gut microbiota, diet, and viral infections. Exploring the interaction between genetic susceptibility and environmental triggers through an epigenetic framework not only advances our understanding of T1D pathogenesis but also provides opportunities for biomarker discovery and the development of targeted epigenetic therapies. With further research, these advances hold promise for improving precision medicine strategies in T1D.</p>
</abstract>
<kwd-group>
<kwd>type 1 diabetes</kwd>
<kwd>epigenetics</kwd>
<kwd>T-cell dysfunction</kwd>
<kwd>autoimmunity</kwd>
<kwd>DNA methyaltion</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="164"/>
<page-count count="15"/>
<word-count count="7153"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>T Cell Biology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Type 1 diabetes (T1D) is an autoimmune disease in which the immune system mistakenly attacks and destroys pancreatic &#x3b2;-cells, eventually leading to insulin shortage (<xref ref-type="bibr" rid="B1">1</xref>). This &#x3b2;-cell loss primarily happens via autoreactive T-cell mechanisms in genetically predisposed individuals, often initiated or modulated by environmental factors (<xref ref-type="bibr" rid="B2">2</xref>). Epigenetic regulation&#x2014;through mechanisms such as DNA methylation, histone modifications, non-coding RNAs, and chromatin remodeling&#x2014;has emerged as a critical mediator linking genetic susceptibility to environmental influences in T1D (<xref ref-type="bibr" rid="B3">3</xref>). These heritable yet reversible modifications govern T-cell development, activation, and tolerance, thereby shaping immune balance and disease risk (<xref ref-type="bibr" rid="B4">4</xref>).</p>
<p>The disease progresses through three clinically and biologically distinct, largely silent stages (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>). In Stage 1, individuals have detectable autoantibodies directed against pancreatic &#x3b2;-cell antigens, indicating an active immune attack on the islets, but glucose metabolism remains within the normal range and there are no symptoms. In Stage 2, ongoing immune-mediated &#x3b2;-cell injury produces measurable impairment of glucose regulation, for example abnormal responses on glucose tolerance testing or a rising A1c although fasting glucose and symptom status may still be non-diabetic. In Stage 3, &#x3b2;-cell loss reaches a threshold at which persistent hyperglycemia develops, meeting diagnostic criteria for diabetes and often accompanied by typical symptoms such as polyuria, polydipsia, and weight loss. CD4<sup>+</sup> and CD8<sup>+</sup> T-cells are essential factors in the progression of T1D and significant elements of the islet infiltration. Initially, autoreactive T cells are stimulated by &#x3b2;-cell antigens shown by antigen-presenting cells (APCs) (<xref ref-type="bibr" rid="B7">7</xref>). The activated CD4<sup>+</sup> T-cells invade the pancreas and are believed to aid in &#x3b2;-cell damage through the activation of macrophages and CD8<sup>+</sup> T-cells. These in turn are directly responsible for the destruction of &#x3b2;-cells through their interaction with major histocompatibility complex (MHC) class I molecules and by the secretion of perforin and granzyme (<xref ref-type="bibr" rid="B8">8</xref>). Usually, regulatory T cells (Tregs), the main regulators of inflammatory responses, are responsible for immune tolerance and homeostasis (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>). The lack of Tregs may become one of the reasons for the development of human autoimmune diseases like T1D, whereas an excess of Tregs may lead to the weakening of the immune response to cancer or infections (<xref ref-type="bibr" rid="B11">11</xref>). Established T1D risk genes include the human leukocyte antigen (HLA) region, insulin (INS), protein tyrosine phosphatase non-receptor type 22 (PTPN22), interleukin-2 receptor alpha (IL2RA), and cytotoxic T-lymphocyte associated protein 4 (CTLA4), among others (<xref ref-type="bibr" rid="B12">12</xref>). Importantly, their expression is strongly influenced by epigenetic mechanisms, which may explain how environmental exposures&#x2014;such as viral infections, microbiota alterations, or dietary factors&#x2014;trigger or accelerate disease onset. In this review, we aimed to explore the role of epigenetic regulation of T cells in the pathogenesis of T1D, with a particular focus on how mechanisms such as DNA methylation, histone modifications, non-coding RNAs, and chromatin remodeling influence T-cell development, activation, and tolerance. By summarizing current findings on epigenetic dysregulation in both CD4<sup>+</sup> and CD8<sup>+</sup> T-cell subsets, and examining the interplay between environmental triggers and genetic susceptibility, we highlight the growing importance of epigenetic biomarkers for diagnosis and the therapeutic potential of epigenome-targeting strategies.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Overview of epigenetic modifications</title>
<sec id="s2_1">
<label>2.1</label>
<title>DNA methylation: a versatile and targeted regulator</title>
<p>DNA methylation is a key regulatory process of the addition of a methyl group to cytosine bases within Cytosine-phosphate-Guanine (CpG) dinucleotides and is mediated by DNA methyltransferases (DNMTs). In general, promoter methylation is silencing and demethylation is activation (<xref ref-type="bibr" rid="B13">13</xref>). For example, the transcription factor FOXP3, essential for Treg development, is silenced when its regulatory regions are hypermethylated and activated when hypomethylated (<xref ref-type="bibr" rid="B14">14</xref>). This helps to maintain immune tolerance and Treg lineage fidelity.</p>
<p>Region specific hypomethylation also activates immune related genes. Genes such as HLA-DQB1 and GAD2 have lower methylation at their promoters and enhancers under immunostimulatory conditions which in turn enhance antigen presentation and cytokine responsiveness (<xref ref-type="bibr" rid="B15">15</xref>). These are not stochastic but occur at defined regulatory loci, so it&#x2019;s a tightly controlled system of gene activation and silencing.</p>
<p>Methylation variability refers to the differences in DNA methylation patterns observed across individuals, tissues, developmental stages, or environmental conditions (<xref ref-type="bibr" rid="B16">16</xref>). It has been noticed even between genetically identical monozygotic twins. High resolution methylome studies show differential methylation at loci including INS-IGF2, SH2B3 and MEG3 (<xref ref-type="bibr" rid="B17">17</xref>). This inter-individual variation gives insight into how genetically similar individuals can have different immunological outcomes. Abnormal methylation variability is often associated with pathological conditions, including cancer, autoimmune disorders, and neurological diseases, making it a valuable biomarker for disease risk and progression.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Histone modifications: balancing activation and Repression</title>
<p>Histone modifications are post-translational changes to the histone tails that wrap DNA into chromatin (<xref ref-type="bibr" rid="B15">15</xref>). These changes control chromatin accessibility and help recruit transcription factors. For example, H3K9 acetylation (H3KAc) is associated with open chromatin and active transcription, especially at immune genes like HLA-DRB1/DQB1 in APCs (<xref ref-type="bibr" rid="B13">13</xref>). H3K9 demethylation (H3K9me2) at loci like CTLA4 is linked to a repressive chromatin state, preserving immune checkpoints and preventing autoreactivity.</p>
<p>Histone acetylation patterns are sensitive to environmental cues. Microbial metabolites like butyrate, a short chain fatty acid produced by commensal Clostridium species (clusters IV/XIVa) inhibit histone deacetylases (HDACs) and promote acetylation at immune regulatory loci like FOXP3 (<xref ref-type="bibr" rid="B18">18</xref>). This leads to enhanced Treg differentiation and immune homeostasis. Epigenetic integration of microbiota derived signals is key to immune tolerance.</p>
<p>Metabolic factors also affect histone modification patterns. For example, hyperglycemia decreases the activity of NAD<sup>+</sup>-dependent deacetylases SIRT2 and SIRT6, leading to persistent acetylation at histone residues H3K9, H3K14 and H3K27 (<xref ref-type="bibr" rid="B19">19</xref>). These modifications impair &#x3b2;-cell function, alter stress response gene expression and may contribute to long term metabolic complications. Histone modifications are epigenetic sensors of both microbial and metabolic environments.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Non-coding RNAs: epigenetic regulators in health and disease</title>
<p>Both post-transcriptional and chromatin levels of gene expression are controlled by non-coding RNAs (ncRNAs), which include microRNAs (miRNAs) and long non-coding RNAs (lncRNAs) (<xref ref-type="bibr" rid="B20">20</xref>). miRNAs usually attach to the 3&#x2032; untranslated regions of target mRNAs to prevent translation or degradation. Treg migration, cytokine signaling and immunological homeostasis are controlled by miRNAs like miR-125a-5p and miR-342 in immune cells. Changes in immune response and disease susceptibility are linked to polymorphisms in regulatory miRNAs like miR-146a and miR-155 (<xref ref-type="bibr" rid="B15">15</xref>).</p>
<p>Regulatory miRNAs like miR-375 are present in pancreatic &#x3b2;-cells where they have a role in insulin secretion and &#x3b2;-cell survival. miR-375 is upregulated in normal conditions resulting in the suppression of insulin secretion by targeting exocytosis-related genes (e.g. Myotrophin, PDK1), but chronic high glucose downregulates miR-375 and leads to dysregulated insulin release and &#x3b2;-cell stress (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B21">21</xref>). miRNAs maintain endocrine cell identity while fine-tuning immunological responses.</p>
<p>lncRNAs are more than 200 nucleotides long and act through various mechanisms, including chromatin looping, transcriptional interference and enhancer modulation. HI-LNC25 (LINC01370) regulates the transcription factor GLIS3 which is critical for &#x3b2;-cell survival and differentiation, while PLUTO promotes the expression of PDX1 a master regulator of insulin production (<xref ref-type="bibr" rid="B15">15</xref>). These lncRNAs have been shown to be tissue-specific epigenetic regulators. Importantly, recent evidence suggests that lncRNAs may contribute to disease susceptibility by interacting with non-coding genomic regions. More than 90% of T1D-associated single nucleotide polymorphism (SNP) are in non-coding regions, and lncRNAs are implicated in the development of autoimmune risk. One example is the SNP of NONHSAG044354 lncRNA within the BACH2 locus, a gene involved in immunoregulation and tolerance (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B22">22</xref>). lncRNAs also maintain epigenetic memory by stabilizing transcriptional activity at inflammatory loci even after cytokine signaling has ceased, and thus preserve cellular identity over time (<xref ref-type="bibr" rid="B21">21</xref>).</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Chromatin remodeling: organizing the accessible genome</title>
<p>Chromatin remodeling is the repositioning of nucleosomes by ATP-dependent complexes like SWI/SNF which control DNA accessibility to transcription factors (<xref ref-type="bibr" rid="B23">23</xref>). This is important during T-cell lineage differentiation, &#x3b2;-cell specification and enhancer activation (<xref ref-type="bibr" rid="B14">14</xref>).</p>
<p>Recent single-nucleus assay for transposase-accessible chromatin using sequencing (snATAC-seq) studies on over 130,000 nuclei have shown that many autoimmune risk variants map to cis-regulatory elements (cCREs) in memory CD8+ T cells and Tregs (<xref ref-type="bibr" rid="B23">23</xref>). These elements are required for gene accessibility of CTLA4 and FOXP3 which are central to immune regulation (<xref ref-type="bibr" rid="B22">22</xref>). Chromatin accessibility at these sites is controlled by transcription factor binding and is disrupted by disease associated variants.</p>
<p>Genome organizers such as Special AT-rich Sequence-Binding Protein 1 (SATB1) control long range enhancer-promoter interactions to shape chromatin (<xref ref-type="bibr" rid="B14">14</xref>). SATB1 promotes thymic growth and peripheral function in Tregs by opening chromatin at super-enhancers near FOXP3 and CTLA4 (<xref ref-type="bibr" rid="B24">24</xref>). Regulatory programs during T cell activation and differentiation rely on these remodeling activities. Inflammatory cytokines like IL-1&#x3b2; and IFN-&#x3b3; also dynamically control chromatin accessibility. These signals open up closed chromatin regions enriched for IRF, STAT and NF-&#x3ba;B motifs (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>). This plasticity allows for rapid transcriptional responses in immune and endocrine cells. Furthermore, HLA class II haplotypes, DR3/DQ2 regulate allele specific chromatin remodeling (<xref ref-type="bibr" rid="B25">25</xref>). For example they control HLA-DRB5 in dendritic cells and immunological tolerance and antigen presentation.</p>
</sec>
</sec>
<sec id="s3">
<label>3</label>
<title>Epigenetic dysregulation in T1D-associated T-cells</title>
<sec id="s3_1">
<label>3.1</label>
<title>CD4+ T-Cells (Th1, Th17, Tregs)</title>
<p>Tregs in T1D undergo epigenetic changes that can disable them. Alterations in FOXP3 methylation have been reported in subsets of autoimmune diabetes. Examples include FOXP3 promoter/Treg-specific demethylated region (TSDR) hypermethylation and reduced FOXP3 expression in CD4<sup>+</sup> T cells from Latent Autoimmune Diabetes in Adults (LADA) and fulminant T1D patients, and enrichment of TSDR-methylated FOXP3<sup>+</sup>IFN-&#x3b3;<sup>+</sup> cells in T1D cohorts (<xref ref-type="bibr" rid="B26">26</xref>&#x2013;<xref ref-type="bibr" rid="B28">28</xref>). This epigenetic silencing can be exacerbated by environmental factors; reduced butyrate from gut dysbiosis decreases histone acetylation at the <italic>FOXP3</italic> enhancer and further destabilizes Treg function (<xref ref-type="bibr" rid="B18">18</xref>). <italic>IL2RA</italic> (CD25) promoter hypermethylation limits IL-2 signaling, necessary for Treg survival and suppressive capacity (<xref ref-type="bibr" rid="B29">29</xref>). These changes present early in disease progression, thus may contribute to breakdown of immune tolerance before clinical onset (<xref ref-type="bibr" rid="B17">17</xref>).</p>
<p>Unlike Treg dysfunction, effector CD4+ subsets (Th1 and Th17 cells) in T1D display activating epigenetic modifications at pro-inflammatory cytokine loci. Studies of Th1/Th17 lineage-specific chromatin have shown that enhancers of cytokine genes such as IFN-&#x3b3; and IL-17 are marked by activating histone modifications, including H3K27ac, which facilitates transcriptional upregulation (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B30">30</xref>). Moreover, single-cell chromatin accessibility analyses suggest that T1D risk variants are enriched in Th1/Th17-specific regulatory elements, potentially altering transcription factor binding and cytokine expression (<xref ref-type="bibr" rid="B23">23</xref>).</p>
<p>It remains unclear whether Th1 and Th17 markers arise from the same cells (reflecting cellular plasticity) or from distinct subsets, as studies report both scenarios (<xref ref-type="bibr" rid="B31">31</xref>). Similarly, checkpoint receptor changes such as CTLA4 and PD-1 may not be uniform across all T1D patients; some studies report reduced PD-1 expression on Tregs, whereas others find normal levels. Frequencies and suppressive function of Tregs also show conflicting results across cohorts. Comparative commentary indicates that while some studies report increased Th17 cells in T1D, others find no change in IL-17&#x2013;producing cells under baseline conditions. These inconsistencies underscore heterogeneity among patients and highlight the need for careful interpretation of immune signatures. Together, Treg dysfunction and Th1/Th17 hyperactivity may create a self-reinforcing cycle of autoimmunity (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Epigenetic dysregulation of T-cell subsets in T1D. On the left, regulatory T cells (Tregs) exhibit altered epigenetic regulation at immune tolerance&#x2013;related loci, including FOXP3 and IL2RA, which may impair their suppressive function. On the right, effector T cells (Th1 and Th17) display activating histone acetylation (e.g., H3K27ac) at cytokine gene loci (<italic>IFNG</italic>, <italic>IL17A</italic>), increasing pro-inflammatory cytokine production. Together, these opposing epigenetic changes weaken tolerance and promote autoimmunity in T1D.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1664255-g001.tif">
<alt-text content-type="machine-generated">Diagram comparing Tregs and Th1/Th17 cells. Tregs show hypermethylation of FOXP3 and IL2RA, leading to impaired immune regulation. Th1/Th17 cells illustrate histone acetylation affecting IFNG and IL17, causing excessive cytokine production.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>CD8+ T-cells (cytotoxic T-cells)</title>
<p>CD8+ T-cells are primed for autoreactivity in T1D through epigenetic changes that make them more reactive to &#x3b2;-cell antigens. Epigenetic variation in immune cells, such as altered methylation at loci including INS and IL2RA, has been associated with T1D risk. In parallel, molecular mimicry between &#x3b2;-cell autoantigens (e.g., insulin, GAD65) and microbial peptides may promote activation of autoreactive T cells (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B18">18</xref>). Enhancers near genes involved in cytotoxic function, such as SOCS1 (cytokine signaling) and STXBP1 (vesicle fusion) are commonly disrupted in T1D patients according to chromatin accessibility profiling (<xref ref-type="bibr" rid="B30">30</xref>). CD8+ T-cells are more cytotoxic in T1D patients due to these epigenetic changes.</p>
<p>The T1D microenvironment activates CD8+ T-cells. IFN-&#x3b3; induces MHC class I on &#x3b2;-cells, making them more visible to cytotoxic T-cells (<xref ref-type="bibr" rid="B32">32</xref>). miR-23b, miR-590-5p dysregulate CD8+ T-cell survival by suppressing TRAIL and FAS (<xref ref-type="bibr" rid="B33">33</xref>). Notably, these epigenetic changes occur early in disease progression, as seen by hypomethylation at the LDHC locus in children who later develop autoantibodies (<xref ref-type="bibr" rid="B25">25</xref>). Thus, these mechanisms create a self-reinforcing cycle where epigenetic priming activates CD8+ T-cells, which in turn destroy more &#x3b2;-cells and release more antigen.</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Dysregulation of immune tolerance</title>
<p>One mechanism of tolerance breakdown in T1D is epigenetic silencing of immunological checkpoint molecules. T1D patients have hypermethylation at the CTLA4 and PD-1 loci which reduces expression of these inhibitory receptors (<xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B34">34</xref>). Variants in the CTLA4 enhancer region can make this worse by disrupting chromatin architecture and transcription factor binding (IRF1) in Tregs (<xref ref-type="bibr" rid="B24">24</xref>). These epigenetic changes lead to autoimmune &#x3b2;-cell death,compromised checkpoint function and uncontrolled T cell activation. <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>. summarizes several epigenetic changes in association with T1D.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Contrasting epigenetic regulation of CD4<sup>+</sup> vs CD8<sup>+</sup> T cells in T1D.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Feature</th>
<th valign="middle" align="center">CD4<sup>+</sup> T cells (Tregs, Th1, Th17)</th>
<th valign="middle" align="center">CD8<sup>+</sup> T cells (Cytotoxic)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Primary epigenetic change</td>
<td valign="middle" align="left">FOXP3 and IL2RA hypermethylation (&#x2193; tolerance); H3K27ac at IFNG/IL17 loci (&#x2191; cytokine activity)</td>
<td valign="middle" align="left">Hypomethylation at INS and GAD65 (&#x2191; antigen recognition); enhancer disruption at SOCS1, STXBP1 (&#x2191; cytotoxicity)</td>
</tr>
<tr>
<td valign="middle" align="left">Functional outcome</td>
<td valign="middle" align="left">Loss of immune regulation (weakened Treg suppression) and overproduction of pro-inflammatory cytokines</td>
<td valign="middle" align="left">Increased autoreactivity, survival, and cytotoxic potential of CD8<sup>+</sup> T cells</td>
</tr>
<tr>
<td valign="middle" align="left">Environmental triggers</td>
<td valign="middle" align="left">Gut dysbiosis (&#x2193; butyrate &#x2192; FOXP3 silencing); viral infections (&#x2191; histone acetylation at cytokine loci)</td>
<td valign="middle" align="left">Molecular mimicry (Bacteroides); metabolic stress/high-fat diet; IFN-&#x3b3; induction of &#x3b2;-cell MHC-I</td>
</tr>
<tr>
<td valign="middle" align="left">Key consequence</td>
<td valign="middle" align="left">Breakdown of tolerance &#x2192; failure to restrain autoimmunity</td>
<td valign="middle" align="left">Direct &#x3b2;-cell destruction &#x2192; amplification of antigen release and immune activation</td>
</tr>
<tr>
<td valign="middle" align="left">Pathogenic role in T1D</td>
<td valign="middle" align="left">&#x201c;Gatekeepers&#x201d; of tolerance fail, allowing autoreactive responses to persist</td>
<td valign="middle" align="left">&#x201c;Executioners&#x201d; of &#x3b2;-cell damage, driving irreversible &#x3b2;-cell loss</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Long non-coding RNAs in T-cell regulation</title>
<p>lncRNAs shape T-cell fate and effector programs by scaffolding chromatin modifiers, guiding transcription-factor recruitment, and modulating enhancer&#x2013;promoter communication. In Tregs, Flicr (Foxp3 long intergenic non-coding RNA) acts as a negative tuner of FOXP3, altering chromatin accessibility at Foxp3 regulatory elements; genetic ablation increases FOXP3 and improves tolerance in autoimmune-prone backgrounds, highlighting Flicr as a rheostat of Treg stability (<xref ref-type="bibr" rid="B35">35</xref>).</p>
<p>In Th1 cells, the antisense lncRNA NeST (also known as Tmevpg1/Ifng-AS1) is induced in a T-bet/STAT4&#x2013;dependent manner and promotes IFNG transcription by recruiting WDR5/MLL to deposit H3K4 methylation at the Ifng locus; NeST thus reinforces Th1 polarization and IFN-&#x3b3; output (<xref ref-type="bibr" rid="B36">36</xref>&#x2013;<xref ref-type="bibr" rid="B38">38</xref>).</p>
<p>For Th2 programs, lincR-Ccr2-5&#x2032;AS cooperates with GATA-3 to regulate a chemokine-receptor cluster (CCR1/2/3/5), and its knockdown impairs Th2 migration <italic>in vivo</italic>, illustrating how lncRNAs coordinate lineage-specific trafficking with gene programs (<xref ref-type="bibr" rid="B39">39</xref>).</p>
</sec>
</sec>
<sec id="s4">
<label>4</label>
<title>Gene&#x2013;environment&#x2013;epigenome interactions</title>
<sec id="s4_1">
<label>4.1</label>
<title>Genetic susceptibility</title>
<p>T1D susceptibility is strongly influenced by genetics, with 78 risk loci now identified by large GWAS and fine-mapping studies (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B40">40</xref>&#x2013;<xref ref-type="bibr" rid="B52">52</xref>). Many of these risk variants fall in regulatory elements active in immune and pancreatic cell types, suggesting functional effects on gene expression (<xref ref-type="bibr" rid="B23">23</xref>). Recent research indicates that epigenetic mechanisms may be involved in the development of T1D due to genetic risk variations. SNPs in INS (rs689) and IL2RA (rs12722495) in particular were linked to altered DNA methylation at immune cell promoter CpG sites. Higher methylation in CD8<sup>+</sup> T cells was associated with the risk allele rs689, but lower methylation was found in B cells with rs12722495. These methylation alterations specific to a genotype may affect immunological functioning and increase the risk of developing the disease (<xref ref-type="bibr" rid="B53">53</xref>). <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref> summarizes key genes and their associated SNPs linked to immune function, &#x3b2;-cell regulation, and T1D risk (<xref ref-type="bibr" rid="B49">49</xref>). However, many of these genes, such as CCR5, IL10, IL27, and GPX7, have been variably reported in association with T1D. For instance, CCR5 has shown associations in some populations but not others, and IL10/IL27 findings have been inconsistent across cohorts. These discrepancies suggest that some of these loci may have modest effect sizes or population-specific effects. Therefore, while these genes are candidates for&#xa0;contributing to T1D susceptibility, many associations remain&#xa0;tentative, and their precise functional roles in disease pathogenesis are still uncertain.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Summary of key genes and their associated SNPs linked to immune function, &#x3b2;-cell regulation, and T1D risk.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Gene/region</th>
<th valign="middle" align="left">SNP</th>
<th valign="middle" align="left">Function</th>
<th valign="middle" align="left">Reference(s)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left" style="">HLA Class II</td>
<td valign="middle" align="left" style="">rs6927022, rs2157051, rs9275184, rs7744001</td>
<td valign="middle" align="left" style="">Presents antigens to CD4+ T-cells for immune recognition</td>
<td valign="middle" align="left" style="">(<xref ref-type="bibr" rid="B157">157</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left" style="">CTLA4</td>
<td valign="middle" align="left" style="">rs11571316, rs3087243</td>
<td valign="middle" align="left" style="">Immune checkpoint protein that suppresses T-cell activation</td>
<td valign="middle" align="left" style="">(<xref ref-type="bibr" rid="B55">55</xref>, <xref ref-type="bibr" rid="B158">158</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left" style="">CCR5</td>
<td valign="middle" align="left" style="">rs113010081</td>
<td valign="middle" align="left" style="">Affects immune cell function and signaling</td>
<td valign="middle" align="left" style="">(<xref ref-type="bibr" rid="B51">51</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left" style="">TLR7/8</td>
<td valign="middle" align="left" style="">rs5979785</td>
<td valign="middle" align="left" style="">Detects pathogens and triggers immune responses</td>
<td valign="middle" align="left" style="">(<xref ref-type="bibr" rid="B159">159</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left" style="">AFF3</td>
<td valign="middle" align="left" style="">rs9653442</td>
<td valign="middle" align="left" style="">Regulates gene transcription; linked to immune cell and cancer development</td>
<td valign="middle" align="left" style="">(<xref ref-type="bibr" rid="B160">160</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left" style="">INS</td>
<td valign="middle" align="left" style="">rs7111341</td>
<td valign="middle" align="left" style="">Encodes insulin, lowering blood glucose levels</td>
<td valign="middle" align="left" style="">(<xref ref-type="bibr" rid="B43">43</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left" style="">GLIS3</td>
<td valign="middle" align="left" style="">rs7020673, rs10758593</td>
<td valign="middle" align="left" style="">Supports pancreatic &#x3b2;-cell development and insulin pr</td>
<td valign="middle" align="left" style="">(<xref ref-type="bibr" rid="B42">42</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left" style="">BAD</td>
<td valign="middle" align="left" style="">rs694739</td>
<td valign="middle" align="left" style="">Promotes programmed cell death (apoptosis)</td>
<td valign="middle" align="left" style="">(<xref ref-type="bibr" rid="B161">161</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left" style="">IL7R</td>
<td valign="middle" align="left" style="">rs11954020</td>
<td valign="middle" align="left" style="">Facilitates immune responses, antibody production, and T-cell cytotoxicity</td>
<td valign="middle" align="left" style="">(<xref ref-type="bibr" rid="B51">51</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left" style="">IL10</td>
<td valign="middle" align="left" style="">rs3024505</td>
<td valign="middle" align="left" style="">Suppresses inflammation (anti-inflammatory cytokine)</td>
<td valign="middle" align="left" style="">(<xref ref-type="bibr" rid="B158">158</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left" style="">IL27</td>
<td valign="middle" align="left" style="">rs151234</td>
<td valign="middle" align="left" style="">Modulates T-cell activity and inhibits excessive proliferation</td>
<td valign="middle" align="left" style="">(<xref ref-type="bibr" rid="B51">51</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left" style="">WFS1</td>
<td valign="middle" align="left" style="">rs1046322</td>
<td valign="middle" align="left" style="">Protects &#x3b2;-cells and brain cells from stress in the endoplasmic reticulum</td>
<td valign="middle" align="left" style="">(<xref ref-type="bibr" rid="B162">162</xref>, <xref ref-type="bibr" rid="B163">163</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left" style="">CTSB</td>
<td valign="middle" align="left" style="">rs1296023</td>
<td valign="middle" align="left" style="">Breaks down proteins in lysosomes</td>
<td valign="middle" align="left" style="">(<xref ref-type="bibr" rid="B161">161</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left" style="">CTSH</td>
<td valign="middle" align="left" style="">rs3825932</td>
<td valign="middle" align="left" style="">Essential for lysosomal protein degradation</td>
<td valign="middle" align="left" style="">(<xref ref-type="bibr" rid="B158">158</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left" style="">GPX7</td>
<td valign="middle" align="left" style="">&#x2013;</td>
<td valign="middle" align="left" style="">Regulates pancreatic &#x3b2;-cell growth and survival</td>
<td valign="middle" align="left" style="">(<xref ref-type="bibr" rid="B132">132</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left" style="">GSTT1</td>
<td valign="middle" align="left" style="">&#x2013;</td>
<td valign="middle" align="left" style="">Influences &#x3b2;-cell proliferation and death</td>
<td valign="middle" align="left" style="">(<xref ref-type="bibr" rid="B132">132</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left" style="">SNX19</td>
<td valign="middle" align="left" style="">&#x2013;</td>
<td valign="middle" align="left" style="">Plays a role in &#x3b2;-cell maintenance and apoptosis</td>
<td valign="middle" align="left" style="">(<xref ref-type="bibr" rid="B132">132</xref>)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Adapted from: Mittal et&#xa0;al. &#x201c;Gene-environment interaction in the pathophysiology (<xref ref-type="bibr" rid="B59">59</xref>).</p>
</fn>
</table-wrap-foot>
</table-wrap>
<sec id="s4_1_1">
<label>4.1.1</label>
<title>Human leukocyte antigen</title>
<p>About 50% of the lifetime risk of T1D is attributed to mutations in the HLA class II genes on chromosome 6, which increases the chance of acquiring the disease (<xref ref-type="bibr" rid="B47">47</xref>, <xref ref-type="bibr" rid="B54">54</xref>). Specifically, the DR4-DQ8 (DQA1*03:01 &#x2013; DQB1*03:02) or DR3-DQ2 (DQA1*05:01 &#x2013; DQB1*02:01) haplotypes are present in 90% of children with T1D. The largest risk factor for contracting the disease is the combination of these two haplotypes in a person&#x2019;s genotype (<xref ref-type="bibr" rid="B55">55</xref>). Numerous studies have examined the connection between T1D risk and variations in the HLA gene. These genetic correlations have implications for disease prediction and means of prevention in addition to aiding in our understanding of the pathophysiology of T1D. HLA typing, for instance, is utilized in T1D prevention trials to identify people who might benefit from early interventions and to stratify risk (<xref ref-type="bibr" rid="B56">56</xref>).</p>
</sec>
<sec id="s4_1_2">
<label>4.1.2</label>
<title>Cathepsin H</title>
<p>Other gene loci, including the susceptibility locus of cathepsin H (CTSH), have also been linked to the development of T1D in addition to HLA. CTSH has been linked to a higher incidence of T1D by genome-wide association studies (GWAS) (<xref ref-type="bibr" rid="B51">51</xref>). Using integrated data from quantitative trait locus (eQTL) with GWAS, a study identified the possible pathogenic pathways of the CTSH gene in T1D (<xref ref-type="bibr" rid="B57">57</xref>). Single cell RNA sequencing (scRNA) revealed that the pancreas of T1D patients had a significant upregulation of the CTSH gene in acinar cells as compared to the control group. Additionally, a group of genes co-expressed with CTSH that had a substantial positive connection with T1D were found using single-cell weighted gene co-expression network analysis (WGCNA). The CTSH gene in the exocrine pancreas was thought to enhance the antiviral response based on functional enrichment analysis. An inflammatory milieu is produced as a result of this amplification, which also raises the expression of pro-inflammatory cytokines. T1D is likely to develop as a result of this process, which is likely to harm &#x3b2;-cells. High CTSH expression, which is influenced by other environmental factors such post-translational modifications and epigenetics, was found to connect with the risk of T1D in another study (<xref ref-type="bibr" rid="B58">58</xref>). When combined, these studies demonstrate how CTSH contributes to a higher risk of T1D development.</p>
</sec>
<sec id="s4_1_3">
<label>4.1.3</label>
<title>Other genes</title>
<p>It has been demonstrated that additional potential genes, including INS, GLIS3, CCR5, BAD, GPX7, GSTT1, and SNX19, increase vulnerability to T1D (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B40">40</xref>&#x2013;<xref ref-type="bibr" rid="B51">51</xref>). A few of these genes have a direct impact on pancreatic &#x3b2;-cell growth and death. <xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref> provides a detailed list of all the genes linked to a higher risk of T1D along with an explanation of their roles.</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Epigenetic dysregulation in T1D-associated T-cells.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Cell type</th>
<th valign="middle" align="left">Epigenetic change</th>
<th valign="middle" align="left">Affected gene/pathway</th>
<th valign="middle" align="left">Environmental trigger</th>
<th valign="middle" align="left">Mechanism</th>
<th valign="middle" align="left">Evidence source</th>
<th valign="middle" align="left">Reference(s)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" rowspan="2" align="left" style="">Tregs</td>
<td valign="middle" align="left" style="">
<italic>FOXP3</italic> hypermethylation</td>
<td valign="middle" align="left" style="">&#x2193; Treg function</td>
<td valign="middle" align="left" style="">Gut dysbiosis (&#x2193; butyrate)</td>
<td valign="middle" align="left" style="">&#x2193; Histone acetylation &#x2192; <italic>FOXP3</italic> silencing</td>
<td valign="middle" align="left" style="">Human, <italic>in vitro</italic>
</td>
<td valign="middle" align="left" style="">(<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B20">20</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left" style="">
<italic>IL2RA</italic> hypermethylation</td>
<td valign="middle" align="left" style="">&#x2193; IL-2 signaling</td>
<td valign="middle" align="left" style="">&#x2014;</td>
<td valign="middle" align="left" style="">Promoter methylation &#x2192; &#x2193; IL-2 responsiveness</td>
<td valign="middle" align="left" style="">Human, animal</td>
<td valign="middle" align="left" style="">(<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B24">24</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left" style="">Th1/Th17</td>
<td valign="middle" align="left" style="">
<italic>IFN-&#x3b3;/</italic>IL-17 H3K27ac</td>
<td valign="middle" align="left" style="">&#x2191; Pro-inflammatory</td>
<td valign="middle" align="left" style="">Viral infections (coxsackievirus)</td>
<td valign="middle" align="left" style="">Histone acetylation &#x2192; cytokine overproduction</td>
<td valign="middle" align="left" style="">Human, animal, <italic>in vitro</italic>
</td>
<td valign="middle" align="left" style="">(<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B30">30</xref>)</td>
</tr>
<tr>
<td valign="middle" rowspan="3" align="left" style="">CD8+ T-cells</td>
<td valign="middle" align="left" style="">
<italic>INS</italic>/<italic>GAD65</italic> hypomethylation</td>
<td valign="middle" align="left" style="">&#x2191; Autoantigen reactivity</td>
<td valign="middle" align="left" style="">Molecular mimicry (<italic>Bacteroides</italic>)</td>
<td valign="middle" align="left" style="">Hypomethylation &#x2192; &#x2191; autoantigen recognition</td>
<td valign="middle" align="left" style="">Human</td>
<td valign="middle" align="left" style="">(<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B18">18</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left" style="">
<italic>LDHC</italic> hypomethylation</td>
<td valign="middle" align="left" style="">Early priming</td>
<td valign="middle" align="left" style="">Diet (high-fat)</td>
<td valign="middle" align="left" style="">Metabolic stress &#x2192; epigenetic priming</td>
<td valign="middle" align="left" style="">Human cohort, animal</td>
<td valign="middle" align="left" style="">(<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B33">33</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left" style="">miR-23b downregulation</td>
<td valign="middle" align="left" style="">&#x2191; TRAIL/FAS signaling</td>
<td valign="middle" align="left" style="">&#x2014;</td>
<td valign="middle" align="left" style="">Dysregulated miRNAs &#x2192; &#x2191; CD8+ T-cell survival</td>
<td valign="middle" align="left" style="">Animal, <italic>in vitro</italic>
</td>
<td valign="middle" align="left" style="">(<xref ref-type="bibr" rid="B33">33</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left" style="">Immune Checkpoints</td>
<td valign="middle" align="left" style="">CTLA-4 hypermethylation</td>
<td valign="middle" align="left" style="">&#x2193; Treg suppression</td>
<td valign="middle" align="left" style="">&#x2014;</td>
<td valign="middle" align="left" style="">Promoter methylation &#x2192; &#x2193; checkpoint inhibition</td>
<td valign="middle" align="left" style="">Human</td>
<td valign="middle" align="left" style="">(<xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B34">34</xref>)</td>
</tr>
<tr>
<td valign="middle" rowspan="2" align="left" style="">Systemic</td>
<td valign="middle" align="left" style="">Genome-wide hypomethylation</td>
<td valign="middle" align="left" style="">&#x2191; Autoimmunity</td>
<td valign="middle" align="left" style="">Enterovirus infection</td>
<td valign="middle" align="left" style="">IFN-&#x3b1; &#x2192; &#x2193; DNMT activity &#x2192; global hypomethylation</td>
<td valign="middle" align="left" style="">Human pancreas, animal</td>
<td valign="middle" align="left" style="">(<xref ref-type="bibr" rid="B21">21</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left" style="">TLR4/NF-&#x3ba;B activation</td>
<td valign="middle" align="left" style="">&#x2191; Pro-inflammatory</td>
<td valign="middle" align="left" style="">LPS (Gram-negative bacteria)</td>
<td valign="middle" align="left" style="">Microbiota-derived LPS &#x2192; TLR4 signaling &#x2192; inflammation</td>
<td valign="middle" align="left" style="">Human (children), animal</td>
<td valign="middle" align="left" style="">(<xref ref-type="bibr" rid="B164">164</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Recent research have demonstrated that the pathophysiology of T1D is complex, despite the fact that genetics has been found to play a significant influence in the disease. Identical twin studies have revealed that if one twin has T1D, the other twin may not be at all susceptible to the condition, indicating that genetic factors by themselves are insufficient to fully explain how T1D develops (<xref ref-type="bibr" rid="B59">59</xref>).</p>
</sec>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>Environmental triggers</title>
<p>In addition to genetics, environmental factors have been linked to the development of T1D independently. These include viral infections, pesticide exposure, lifestyle and eating habits, and vitamin D deficiency (<xref ref-type="bibr" rid="B60">60</xref>&#x2013;<xref ref-type="bibr" rid="B62">62</xref>).</p>
<sec id="s4_2_1">
<label>4.2.1</label>
<title>Viral infections</title>
<p>Viral infection-induced autoimmunity may be a significant factor in the development of T1D (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>) (<xref ref-type="bibr" rid="B63">63</xref>). Enteroviruses have been linked to the etiopathogenesis of T1D on several levels, including infecting pancreatic &#x3b2;-cells and triggering autoimmunity against them (<xref ref-type="bibr" rid="B64">64</xref>). Most commonly, T1D incidence has been linked to Coxsackie B viruses (<xref ref-type="bibr" rid="B65">65</xref>&#x2013;<xref ref-type="bibr" rid="B67">67</xref>). Enterovirus proteins have been detected in the pancreas during the outset of illness in people with T1D (<xref ref-type="bibr" rid="B68">68</xref>). It has been demonstrated that several enterovirus species can infect and impair the function of pancreatic &#x3b2;-cells since these cells also contain many receptors that enteroviruses employ to entry into cells. Interferons, which are produced in response to these viral infections, drive gene transcription; newly diagnosed T1D patients have been found to exhibit this IFN-stimulated gene expression. The later emergence of autoantibodies against pancreatic &#x3b2;-cells has also been linked to this gene transcription. Given that viremia was missing in children with quick onset T1D in the TEDDY research, it is possible that infections could cause autoimmunity gradually over time as opposed to suddenly (<xref ref-type="bibr" rid="B69">69</xref>). Moreover, pancreatic &#x3b2;-cell antigens and certain viruses, like enteroviruses, have structural similarities. This similarity may result in a condition called molecular mimicry, in which the body&#x2019;s own cells, including &#x3b2;-cells that produce insulin, are mistakenly attacked by the immune system, which is triggered to combat the virus, causing T1D (<xref ref-type="bibr" rid="B60">60</xref>). In pancreatic &#x3b2;-cells, enteroviruses have been demonstrated to interfere with the miRNA-mediated inhibition of pro-inflammatory pathways, whereas related Picornaviridae viruses, like rhinovirus, can modify the expression of cytokine genes by altering DNA methylation (<xref ref-type="bibr" rid="B70">70</xref>&#x2013;<xref ref-type="bibr" rid="B73">73</xref>). The offspring may be primed for autoimmune reactions and have a higher chance of developing T1D later in life if the mother&#x2019;s enteroviral infection during pregnancy causes long-lasting epigenetic changes in the fetal immune-related genes (<xref ref-type="bibr" rid="B74">74</xref>&#x2013;<xref ref-type="bibr" rid="B77">77</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Epigenetic Dysregulation Linking Genetic Risk and Environmental Triggers to T1D. Genetic susceptibility loci influence epigenetic regulation in T cells through mechanisms including DNA methylation, histone modifications, and non-coding RNAs. Environmental exposures, such as viral infections, altered gut microbiota, and dietary factors, exert reversible effects on these pathways. The resulting epigenetic dysregulation promotes loss of immune tolerance, &#x3b2;-cell inflammation, and progression to T1D.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1664255-g002.tif">
<alt-text content-type="machine-generated">Diagram illustrating the development of Type 1 Diabetes. Environmental triggers like gut microbiota and viruses, depicted with icons, influence epigenetic modifications in T cells through histone modifications, miRNA, and DNA methylation. This leads to T-cell dysfunction, shown targeting the pancreas, causing autoimmunity and beta-cell inflammation. A glucometer represents Type 1 Diabetes development. Genetic factors and risk genes are also involved.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s4_2_2">
<label>4.2.2</label>
<title>Pesticide exposure</title>
<p>T1D development has been linked to pesticide exposure. Chemicals called pesticides are used extensively in agriculture to control pests, but there have been worries about their possible effects on human health. Studies have examined the link between pesticide exposure and T1D, although research in this field is still ongoing and results are inconclusive (<xref ref-type="bibr" rid="B78">78</xref>). Epidemiological studies suggest that environmental toxins such as pesticides may interact with genetic susceptibility to influence disease onset. There may be a connection between pesticide exposure and T1D, according to epidemiological research. Even at low concentrations, pesticide exposure has been linked to the occurrence of T1D and prediabetes, also known as aberrant glucose regulation (<xref ref-type="bibr" rid="B79">79</xref>). Men and women had different causal relationships between pesticide exposure and impaired glucose control; in men, a U-shaped dose-response relationship was more pronounced.</p>
<p>Pesticides may also cause or hasten the autoimmune reaction that destroys &#x3b2;-cells in the pancreas, according to some theories. Although the exact processes behind this possible link are unknown, they might have to do with oxidative stress induction or immune function disturbance (<xref ref-type="bibr" rid="B59">59</xref>). These findings illustrate how environmental exposures beyond viral infections can contribute to T1D development, setting the stage to examine lifestyle and dietary influences.</p>
</sec>
<sec id="s4_2_3">
<label>4.2.3</label>
<title>Lifestyle and diet</title>
<p>Numerous studies have examined the relationship between dietary and lifestyle factors and the onset of T1D, identifying a number of connections and possible mechanisms (<xref ref-type="bibr" rid="B80">80</xref>). Diet and lifestyle represent modifiable environmental factors that may mediate T1D risk, in part through their effects on gut microbiota and immune function. It is clear that dietary practices that alter the composition of the gut microbiota may be a major factor in the development of T1D. Up to now, the most convincing evidence for a causal link between intestinal microbiome and the disease comes from well-controlled intervention studies in murine models (<xref ref-type="bibr" rid="B81">81</xref>). Although not fully understood, a complicated relationship between gut permeability, the immune system, and intestinal microbiota has previously been discovered (<xref ref-type="bibr" rid="B82">82</xref>). The gut barrier, which is made up of enterocytes, mucus, gut microbiota, tight junction (TJ) proteins, and the innate and adaptive immune cells that make up the gut-associated lymphoid tissue, regulates gut permeability (<xref ref-type="bibr" rid="B83">83</xref>). Intestinal permeability and the passage of microbial antigens, products, or microbes themselves can result from the breakdown of TJ and the compromise of the intestinal barrier. The expression of TJ proteins, which include claudin-2, occludin, cingulin, and zonula occludens (ZO) proteins, controls the TJ of the intestinal barrier. According to some research, intestinal permeability is dependent on elevated zonulin levels, which are impacted by bacterial colonization (<xref ref-type="bibr" rid="B84">84</xref>, <xref ref-type="bibr" rid="B85">85</xref>). It is also known that zonulin modulates TJ to reversibly modify intestinal permeability (<xref ref-type="bibr" rid="B86">86</xref>&#x2013;<xref ref-type="bibr" rid="B88">88</xref>). It is interesting to note that elevated blood zonulin levels occur prior to the development of clinically noticeable T1D (<xref ref-type="bibr" rid="B89">89</xref>). However, subsequent studies have raised concerns regarding the specificity of zonulin assays and the generalizability of these findings. Critical reviews indicate that while zonulin represents a potentially important modulator of intestinal permeability, its measurement can be affected by cross-reactivity and methodological variability, and not all individuals with T1D show elevated levels. Therefore, interpreting zonulin data requires caution, and it should be considered alongside other markers and functional assessments of intestinal barrier integrity. Furthermore, an increase in intestinal paracellular permeability has been found in T1D patients, supporting the concept of barrier dysfunction as a feature of disease pathogenesis (<xref ref-type="bibr" rid="B90">90</xref>&#x2013;<xref ref-type="bibr" rid="B93">93</xref>).</p>
<p>Intestinal permeability was higher in children with multiple islet autoantibodies (&#x2265;2 IA) who developed T1D than in those who did not, indicating a role for intestinal permeability in the pathophysiology of T1D (<xref ref-type="bibr" rid="B94">94</xref>, <xref ref-type="bibr" rid="B95">95</xref>). The intestinal barrier&#x2019;s permeability is modulated by a variety of gut commensals (<xref ref-type="bibr" rid="B96">96</xref>). The data that certain gut bacteria create gamma-aminobutyric acid and express GAD supports a theory. By acting as an antigen to activate submucosal T-cells, the GAD produced from bacteria as a result of gut bacterial death (e.g., by viral or antibiotic-mediated mechanisms) may miseducate the host immune system and result in the development of T1D (<xref ref-type="bibr" rid="B97">97</xref>, <xref ref-type="bibr" rid="B98">98</xref>).</p>
<p>Some of the bacteria can carry peptide sequences that resemble insulin, which could cause auto-immunity, according to bioinformatics research (<xref ref-type="bibr" rid="B99">99</xref>). Remarkably, T-cell clones that are directed against preproinsulin peptides have demonstrated a high degree of cross-reactivity with peptides from Clostridium and Bacteroides species (<xref ref-type="bibr" rid="B100">100</xref>). A peptide generated by Parabacteroides distasonis that resembles the &#x3b2;-chain of insulin has been found in a NOD mouse model (<xref ref-type="bibr" rid="B101">101</xref>). T-cells are able to identify this peptide, which triggers an immunological reaction to this insulin chain.</p>
<p>The gnotobiotic zebrafish model has shown that the intestinal microbiota is necessary for the normal growth of the pancreatic &#x3b2;-cell population during early larval development. This is due to the action of a bacterial protein called &#x3b2;-cell expansion factor A (BefA), which is produced by gut microbes (<xref ref-type="bibr" rid="B102">102</xref>). These results raise the possibility that the gut microbiota plays a part in the formation of early pancreatic &#x3b2;-cells and point to a connection between juvenile fecal microbiota composition and an elevated risk of diabetes.</p>
<p>Studies have repeatedly shown that T1D is linked to notable changes in the makeup of the gut microbiota. In comparison to healthy controls, children who subsequently developed T1D had different microbial patterns, including lower levels of Lactococcus lactis and Streptococcus thermophilus and greater levels of Bifidobacterium spp., according to the seminal TEDDY study (<xref ref-type="bibr" rid="B103">103</xref>). Bacteroides species are more prevalent in both established T1D patients and at-risk individuals, according to several independent studies (<xref ref-type="bibr" rid="B104">104</xref>&#x2013;<xref ref-type="bibr" rid="B106">106</xref>). Certain strains, such as B. dorei and B. vulgatus, are particularly enriched in high-risk Finnish children (<xref ref-type="bibr" rid="B107">107</xref>), while B. stercoris, B. intestinalis, B. cellulosilyticus, and B. fragilis are found in Italian patients (<xref ref-type="bibr" rid="B108">108</xref>).</p>
<p>However, results across cohorts have not always been consistent, indicating that microbial signatures of T1D risk are still unclear. For example, while the TEDDY longitudinal analysis found differences in early microbiota, other cohorts such as Diabimmune and DIPP report different taxa changes (<xref ref-type="bibr" rid="B103">103</xref>). Recent reviews and meta-analyses emphasize that microbial findings vary by geography and study population, and some studies fail to replicate specific &#x201c;diabetogenic&#x201d; bacteria (<xref ref-type="bibr" rid="B109">109</xref>).</p>
<p>Two trends that stand out in functional investigations of the gut microbiome in T1D are the significant drop in butyrate-producing bacteria from Clostridium clusters IV and XIVa and the decreased number of species that break down mucin, such as Prevotella and Akkermansia (<xref ref-type="bibr" rid="B110">110</xref>, <xref ref-type="bibr" rid="B111">111</xref>). Studies using metagenomic and metabolomic techniques have found common microbial traits between T1D patients and their siblings, such as higher Clostridiales and Dorea with concomitant reductions in Dialister and Akkermansia (<xref ref-type="bibr" rid="B111">111</xref>) These alterations seem to be clinically significant.</p>
<p>One especially noteworthy observation is the reduction of butyrate-producing bacteria, which has been linked in several studies to greater intestinal permeability and an increased risk of T1D (<xref ref-type="bibr" rid="B110">110</xref>, <xref ref-type="bibr" rid="B112">112</xref>&#x2013;<xref ref-type="bibr" rid="B114">114</xref>). Intervention studies that demonstrate that butyrate supplementation can enhance metabolic parameters and cause disease remission in NOD mice models further reinforce this relationship (<xref ref-type="bibr" rid="B115">115</xref>, <xref ref-type="bibr" rid="B116">116</xref>). The exact molecular pathways are still unclear, highlighting a crucial field for further investigation, even though these findings collectively strongly link gut microbiota dysbiosis to T1D development, especially through processes involving barrier function and immune modulation.</p>
<p>Systemic immunological responses are significantly shaped by short-chain fatty acids (SCFAs) generated from the microbiota, especially butyrate and propionate (<xref ref-type="bibr" rid="B117">117</xref>). The pancreas and lymph nodes are among the distal tissues that these compounds affect after diffusing through the intestinal epithelium. Through processes including HDACs inhibition and free fatty acid receptor (FFAR) activation, SCFAs control T-cell activity. This results in epigenetic remodeling that promotes the formation of regulatory T cells and lowers inflammation. However, host-specific variables including nutrition, metabolic status, and microbiome makeup affect SCFA effects, which are highly context-dependent. In order to completely comprehend and utilize SCFA-driven immune regulation in the setting of T1D, it may be necessary to integrate metagenomic, metabolomic, and epigenetic techniques.</p>
<p>Vitamin D represents another dietary factor that may influence T1D risk through immune modulation. The onset of T1D has been linked to low vitamin D levels (<xref ref-type="bibr" rid="B118">118</xref>&#x2013;<xref ref-type="bibr" rid="B121">121</xref>). This correlation is believed to result from vitamin D&#x2019;s possible ability to influence immune system modulation, which may have an effect on the autoimmune processes implicated in T1D. Other research, however, has found no link between low vitamin D levels and increased incidence of T1D (<xref ref-type="bibr" rid="B122">122</xref>, <xref ref-type="bibr" rid="B123">123</xref>). Furthermore, interventional studies investigating vitamin D supplementation for T1D prevention have produced mixed results. For example, a 2021 meta-analysis reported limited and inconsistent evidence that vitamin D supplementation reduces T1D risk, highlighting variability in study design, population, and dosing regimens. These findings indicate that, while vitamin D may have immunomodulatory effects, supplementation alone has not been conclusively shown to prevent T1D (<xref ref-type="bibr" rid="B124">124</xref>).</p>
<p>Vitamin D affects immune function through genetic pathways involving the vitamin D receptor (VDR), in addition to its traditional role in maintaining mineral homeostasis (<xref ref-type="bibr" rid="B125">125</xref>). VDR binds to vitamin D response elements (VDREs) and forms a heterodimer with retinoid X receptor (RXR) upon binding 1,25(OH)D (<xref ref-type="bibr" rid="B126">126</xref>). This heterodimer regulates transcription differently&#xa0;depending on the cell type. Vitamin D&#x2019;s specific immunomodulatory effects on T cells and other immunological subsets implicated in T1D may be explained by this. Furthermore, complexes of vitamin D and VDR can disrupt transcription factors like CREB, altering gene expression without the involvement of RXR and pointing to different epigenetic processes of immune control (<xref ref-type="bibr" rid="B112">112</xref>).</p>
</sec>
<sec id="s4_2_4">
<label>4.2.4</label>
<title>Antibiotic use</title>
<p>Research has indicated a link between the use of antibiotics and a higher risk of developing T1D (<xref ref-type="bibr" rid="B80">80</xref>, <xref ref-type="bibr" rid="B127">127</xref>, <xref ref-type="bibr" rid="B128">128</xref>). Depending on the route of delivery, using broad-spectrum antibiotics during the first two years of life has been linked to an increased risk of developing T1D (<xref ref-type="bibr" rid="B129">129</xref>). Interestingly, only infants born via cesarean section showed a correlation between broad-spectrum antibiotics and T1D, but kids born vaginally did not. Other research, however, finds no connection between T1D and antibiotic use (<xref ref-type="bibr" rid="B130">130</xref>, <xref ref-type="bibr" rid="B131">131</xref>). To determine the role of antibiotic use and delivery method in the development of T1D, more research is necessary.</p>
</sec>
</sec>
<sec id="s4_3">
<label>4.3</label>
<title>Integrated mechanisms</title>
<p>It is currently unclear what causes pancreatic &#x3b2; cell loss and the development of T1D in certain people, despite the distinct roles of environmental risk factors and genetic vulnerability. There is a growing theory that the pathophysiology of T1D is significantly influenced by the interplay between genetic predisposition and environmental variables (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). The impact of gene variations that cause autoimmunity and result in T1D clinical symptoms may be amplified by environmental variables (<xref ref-type="bibr" rid="B59">59</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Environmental triggers and their epigenetic impact on T1D pathogenesis. Viral infections promote DNA hypomethylation, autoantigen expression, T-cell activation, and pro-inflammatory cytokine release, leading to progressive epigenetic dysregulation. In parallel, microbiota dysbiosis reduces butyrate availability, decreases FOXP3 acetylation, and impairs Treg function, driving inflammation and gut barrier damage. Together, these environmental&#x2013;epigenetic interactions amplify immune dysregulation and contribute to the development of T1D.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1664255-g003.tif">
<alt-text content-type="machine-generated">Flowchart illustrating the interaction between viral infection and microbiota dysbiosis. The left side shows the viral infection pathway, starting with increased IFN&#x3b1;, leading to DNA hypomethylation, autoantigen expression, T-cell activation, pro-inflammatory cytokines, and more epigenetic dysregulation. The right side depicts microbiota dysbiosis, starting with reduced butyrate, leading to FOXP3 acetylation, Treg dysfunction, inflammation, and gut barrier damage. The central cycle shows &#x201c;Environmental Triggers&#x201d; causing &#x201c;Epigenetic Changes,&#x201d; leading to &#x201c;Inflammation&#x201d; and &#x201c;Further Epigenetic&#x201d; responses, labeled as &#x201c;Environmental - Epigenetic Interactions."</alt-text>
</graphic>
</fig>
<p>Together with environmental variables, epigenetic modulators have become important regulators of gene expression and cellular phenotype (<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B132">132</xref>&#x2013;<xref ref-type="bibr" rid="B136">136</xref>). One of the main molecular pathways through which gene-environment interactions may heighten vulnerability to T1D is thought to be epigenetics (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B133">133</xref>, <xref ref-type="bibr" rid="B137">137</xref>). Investigations into epigenetic mechanisms, such as changes in DNA methylation, have revealed abnormal patterns in genes related to insulin control and immune function in people with T1D (<xref ref-type="bibr" rid="B138">138</xref>&#x2013;<xref ref-type="bibr" rid="B141">141</xref>) Laajala et&#xa0;al. did not observe differences in DNA methylation between cases and controls in cord blood samples (<xref ref-type="bibr" rid="B142">142</xref>). By contrast, Johnson et&#xa0;al. reported DNA methylation changes that preceded seroconversion, indicating that methylation alterations can occur before the appearance of islet autoantibodies. They analyzed multiple pre-disease peripheral-blood samples and identified longitudinal differences in the rate of age-related methylation change at 10 genomic regions. Several of these differences were detectable as early as birth and in samples taken before onset of islet autoimmunity (<xref ref-type="bibr" rid="B143">143</xref>). Additionally, in the setting of T1D, histone alterations have demonstrated their impact on immune response gene dysregulation (<xref ref-type="bibr" rid="B144">144</xref>). Another aspect of epigenetics that has been highlighted is the function of miRNAs, specifically in regulating inflammatory and immunological responses in T1D (<xref ref-type="bibr" rid="B133">133</xref>, <xref ref-type="bibr" rid="B145">145</xref>&#x2013;<xref ref-type="bibr" rid="B148">148</xref>). In addition to their implications for biomarker discovery, epigenetic changes linked to T1D risk also pave the way for precision medicine approaches in T1D diagnosis, risk assessment, and treatment (<xref ref-type="bibr" rid="B59">59</xref>).</p>
</sec>
</sec>
<sec id="s5">
<label>5</label>
<title>Epigenetic biomarkers and therapeutic potential</title>
<p>Epigenetic biomarkers are emerging as valuable tools that can be used in understanding, diagnosing, and potentially treating various diseases including T1D. Longitudinal studies show that specific methylation changes occur before clinical disease onset. In T1D, early demethylation events at immune and &#x3b2;-cell genes can be detected months to years before diagnosis (<xref ref-type="bibr" rid="B20">20</xref>). For instance, hypomethylation at the INS promoter, a hallmark of active insulin transcription, correlates with &#x3b2;-cell function and can be detected in circulating cell-free DNA (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B29">29</xref>).</p>
<p>Similarly, circulating miRNA pose as a promising biomarker and predictor of T1D progression. miR-25 has been found to be negatively associated with residual &#x3b2;-cell function, and positively associated with glycemic control 3 months after onset (<xref ref-type="bibr" rid="B149">149</xref>). This suggests that miR-25 may have a role in cell proliferation of pancreatic endocrine cells, thus making it of benefit in evaluating T1D progression and management. Another study suggested the usage of hsa-miR-1-3p in monitoring T1D progression and associated cardiovascular complications (<xref ref-type="bibr" rid="B146">146</xref>). Assessing for such epigenetic changes may aid in early detection, diagnosis, and prognosis of T1D among other diseases as well.</p>
<p>Epigenetic mechanisms are being explored as therapeutic targets. One promising strategy involves the use of small molecule inhibitors that target enzymes involved in epigenetic modifications including HDACs and DNMTs. HDAC inhibitors can promote a more permissive chromatin state, thereby enhancing the expression of genes involved in immune regulation and tolerance (<xref ref-type="bibr" rid="B150">150</xref>, <xref ref-type="bibr" rid="B151">151</xref>). DNMT inhibitors, on the other hand, may reverse aberrant DNA hypermethylation and restore the expression of silenced checkpoint inhibitors such as PD-1 or CTLA-4 (<xref ref-type="bibr" rid="B152">152</xref>). Early preclinical models suggest that modulating these enzymes in T-cells may reduce autoreactivity and promote immune tolerance in autoimmune settings, although translation to humans is still in early stages (<xref ref-type="bibr" rid="B153">153</xref>).</p>
<p>Another emerging area of therapeutic research involves miRNA-based therapies. Since specific miRNAs contribute to the dysregulation of T-cell function in T1D, strategies that restore the balance of miRNA expression may help re-establish immune homeostasis (<xref ref-type="bibr" rid="B154">154</xref>). This could involve the use of miRNA mimics to restore deficient regulatory miRNAs or antagomirs to inhibit pro-inflammatory miRNAs. While these approaches offer a degree of precision not seen with conventional immunosuppressive therapies and may reduce off-target effects, challenges remain regarding delivery methods, tissue specificity, and potential immune responses. CRISPR/dCas9-mediated epigenetic editing is an emerging approach that enables precise, reversible control of gene expression without altering the DNA sequence. Unlike conventional CRISPR, the catalytically inactive &#x201c;dead&#x201d; Cas9 (dCas9) is fused to epigenetic modifiers such as p300 (a histone acetyltransferase) or TET1 (a DNA demethylase) and guided to specific genomic loci by custom-designed guide RNAs. This system allows researchers to modulate the epigenetic landscape of immune-regulatory genes in T-cells with high specificity. For example, targeting dCas9-p300 to the promoter of the FOXP3 gene in mouse primary T-cells significantly enhanced and stabilized FOXP3 expression, promoting a regulatory T-cell phenotype even under inflammatory conditions (<xref ref-type="bibr" rid="B155">155</xref>). Similarly, in human T-cell models, dCas9-TET1 systems have been used to reduce methylation at FOXP3 enhancer regions and induce functional suppressive Treg-like cells (<xref ref-type="bibr" rid="B156">156</xref>). These findings highlight the potential of epigenetic editing to reprogram autoreactive T-cells, restore immune tolerance, and ultimately serve as a targeted, gene-specific immunotherapy for autoimmune diseases such as T1D; however, clinical translation is limited, and challenges such as efficient <italic>in vivo</italic> delivery, immune cell targeting, and off-target effects remain to be addressed.</p>
</sec>
<sec id="s6" sec-type="conclusions">
<label>6</label>
<title>Conclusion</title>
<p>The immunological landscape of T1D is significantly shaped by epigenetic mechanisms, particularly in regulating T-cell growth, activation, and tolerance. These pathways operate at the intersection of genetic susceptibility and environmental exposures, offering a more integrated view of T1D pathogenesis. Recent findings on DNA methylation, histone remodeling, and non-coding RNAs shed light on why immune tolerance fails in some individuals but not others. Crucially, the reversibility of epigenetic modifications enables the possibility of therapeutic immune cell reprogramming. At the same time, epigenetic signatures hold promise as biomarkers for early risk stratification, prediction of disease progression, and monitoring of therapeutic response. Despite this potential, major challenges remain, including limited understanding of the causal hierarchy among epigenetic changes, variability across patient populations, and difficulty distinguishing disease-driving modifications from secondary changes. As tools such as CRISPR-based editing and single-cell epigenomics advance, integrating biomarker discovery with mechanistic insights will be essential for translating epigenetic research into durable and precise strategies for preventing or delaying T1D onset.</p>
</sec>
</body>
<back>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>AJ: Conceptualization, Data curation, Methodology, Project administration, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. AE: Conceptualization, Data curation, Methodology, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. MA: Data curation, Methodology, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. RA: Data curation, Methodology, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. TA: Data curation, Methodology, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. DA: Data curation, Methodology, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. BT: Data curation, Methodology, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. AM: Data curation, Methodology, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. MK: Conceptualization, Supervision, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. AY: Conceptualization, Data curation, Methodology, Project administration, Supervision, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s8" sec-type="funding-information">
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<p>The author(s) declare that no financial support was received for the research and/or publication of this article.</p>
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<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>
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