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<journal-id journal-id-type="publisher-id">Front. Pharmacol.</journal-id>
<journal-title>Frontiers in Pharmacology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pharmacol.</abbrev-journal-title>
<issn pub-type="epub">1663-9812</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-id pub-id-type="publisher-id">1638240</article-id>
<article-id pub-id-type="doi">10.3389/fphar.2025.1638240</article-id>
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<subj-group subj-group-type="heading">
<subject>Pharmacology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
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</article-categories>
<title-group>
<article-title>Epigenetic modifications of gut microbiota and their potential role in atherosclerosis</article-title>
<alt-title alt-title-type="left-running-head">Guo et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphar.2025.1638240">10.3389/fphar.2025.1638240</ext-link>
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<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Guo</surname>
<given-names>Shuang</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/3084865/overview"/>
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<contrib contrib-type="author">
<name>
<surname>Zhao</surname>
<given-names>Junlai</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/3129288/overview"/>
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<contrib contrib-type="author">
<name>
<surname>Zhu</surname>
<given-names>Rongrong</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/3129319/overview"/>
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<contrib contrib-type="author">
<name>
<surname>Fan</surname>
<given-names>Zhi</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/3002251/overview"/>
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<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Shibiao</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1663687/overview"/>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Wu</surname>
<given-names>Weiwei</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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<aff>
<institution>Department of Vascular Surgery</institution>, <institution>Beijing Tsinghua Changgung Hospital</institution>, <institution>School of Clinical Medicine</institution>, <institution>Tsinghua Medicine</institution>, <institution>Tsinghua University</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1677445/overview">Gaocai Li</ext-link>, Huazhong University of Science and Technology, China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1042541/overview">Min Zhang</ext-link>, Shenzhen Hyzen Hospital, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3096329/overview">Ying Zhou</ext-link>, Huazhong University of Science and Technology, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Weiwei Wu, <email>wwwa00906@btch.edu.cn</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>16</day>
<month>07</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1638240</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>05</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>07</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Guo, Zhao, Zhu, Fan, Liu and Wu.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Guo, Zhao, Zhu, Fan, Liu and Wu</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>Emerging evidence positions the gut microbiota as a pivotal regulator of host metabolism and immunity, particularly in atherosclerosis pathogenesis, with epigenetic mechanisms serving as fundamental mediators of gene expression control. This review systematically summarizes gut microbiome-driven epigenetic pathways, encompassing DNA methylation, histone modifications, non-coding RNA networks and their interplay with atherosclerosis-related pathological processes. We synthesize current evidence on microbiota-epigenome crosstalk, highlighting its potential mechanistic contributions to atherosclerotic plaque development.</p>
</abstract>
<kwd-group>
<kwd>gut microbiota</kwd>
<kwd>epigenetic modification</kwd>
<kwd>atherosclerosis</kwd>
<kwd>DNA methylation</kwd>
<kwd>histone modification</kwd>
<kwd>non-coding RNA</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Pharmacogenetics and Pharmacogenomics</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Atherosclerosis (AS) is an age-related disease characterized by fibrofatty lesions in the artery walls, the major cause of myocardial infarctions, strokes, and peripheral artery disease, leading to a major global burden of cardiovascular morbidity and mortality (<xref ref-type="bibr" rid="B37">Song et al., 2019</xref>). Well-known risk factors for AS include aging, hyperlipidemia, diabetes, and obesity, which cause endothelial dysfunction, lipoprotein retention, inflammatory cell recruitment, oxidative stress, foam cell formation, apoptosis and necrosis, vascular smooth muscle cell proliferation, matrix synthesis, calcification, angiogenesis and fibrous cap formation (<xref ref-type="bibr" rid="B3">Bj&#xf6;rkegren and Lusis, 2022</xref>).</p>
<p>Emerging evidence shows that gut microbiota and their metabolites are increasingly recognized as critical modulators in the progression of AS and other vascular diseases (<xref ref-type="bibr" rid="B6">Chen et al., 2023</xref>). Commensal microbes engage in dynamic crosstalk with intestinal epithelial cells (IECs) at the host-microbiota interface, orchestrating immune cell development through bidirectional signaling. Beyond local intestinal modulation, gut microbial metabolites and intestinal immune cells repertoire employ distinct transport pathways to disseminate systemically, establishing inter-organ communication networks that may contribute to the progression of vascular pathologies. Therefore, some experts describe the microbiota-artery axis, or gut-vascular axis, as a unified entity that contributes to these vascular conditions, making it a promising target for treatment (<xref ref-type="bibr" rid="B49">Zhang et al., 2023</xref>; <xref ref-type="bibr" rid="B12">Flori et al., 2024</xref>; <xref ref-type="bibr" rid="B18">Huang et al., 2025</xref>; <xref ref-type="bibr" rid="B8">Cook and Hogue, 2021</xref>). The underlying mechanisms sustaining this conceptual framework remain to be systematically elucidated.</p>
<p>Epigenetics investigates how endogenous and exogenous factors (diet, gut microbiota, medication, and environmental) modify gene expression without altering DNA sequences, including processes such as DNA methylation, histone modifications, and non-coding RNAs. The exogenous factors affect both the host&#x2019;s epigenome and the composition and activity of gut microbiota, which in turn indirectly influence the host&#x2019;s epigenome (<xref ref-type="bibr" rid="B44">Woo and Alenghat, 2022</xref>). In addition, epigenetic drive functional changes across heterogeneous vascular cell populations during atherogenesis progression. Recent years, the field of gut microbiota and epigenetics has gained attention among vascular clinicians and researchers. This review focuses on the latest findings regarding epigenetic modifications in gut microbiota and explores their potential roles in the development of AS (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Gut Microbiota-Epigenome Potential Crosstalk in Atherosclerosis MCT1: Monocarboxylate transporter 1; SCFAs: Short Chain Fatty Acids; TMA: Trimethylamine; TLR: Toll-like receptors; HAT: Histone acetyltransferases; HDAC: Histone deacetylase; DNMT: DNA methyltransferases; TET: ten-eleven translocation.</p>
</caption>
<graphic xlink:href="fphar-16-1638240-g001.tif">
<alt-text content-type="machine-generated">Diagram illustrating the gut Microbiota-epigenome potential Crosstalk in Atherosclerosis. Gut microbiota-derived metabolites and their components (e.g., SCFAs, TMA, polyphenols, folate) influence host physiology via epigenetic pathways, including histone modifications, DNA methylation, and non-coding RNAs. These epigenetic changes regulate key processes: immune responses, lipid metabolism, intestinal immune homeostasis, and epithelial barrier integrity. Enhanced intestinal barrier function prevents bacterial translocation and LPS leakage, thereby potentially contributing to the development of atherosclerosis.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s2">
<title>2 Epigenetic modification</title>
<p>Genomic DNA is hierarchically packaged with histones into chromatin structures. In mammalian systems, DNA methylation primarily occurs as 5-methylcytosine (5&#xa0;mC), an epigenetic modification catalyzed by DNA methyltransferases (DNMTs) through covalent methyl group addition to cytosine bases. While adenine methylation exists, 5&#xa0;mC stands as the predominant epigenetic mark in mammals, serving as the principal regulator of gene silencing, chromatin structure, and genomic stability. This modification predominantly occurs at CpG islands, where it sterically hinders transcription factor binding and represses gene expression, particularly when localized near promoter regions (<xref ref-type="bibr" rid="B26">Zhao et al., 2020</xref>).</p>
<p>Transcriptionally active euchromatin maintains relaxed configurations permitting transcriptional machinery access, while condensed heterochromatin restricts DNA accessibility through histone-DNA complexes. Histone post-translational modifications constitute another primary mechanism for microbial regulation of host chromatin. Rather than targeting DNA directly, these covalent modifications, conjugated to lysine residues on histone tails, alter chromatin conformation and gene expression. Among &#x3e;20 identified post-translational modifications classes, histone acetylation and methylation predominate in microbiota-host studies, dynamically regulated by opposing enzyme classes, such as histone acetyltransferases (HATs) <italic>versus</italic> deacetylases (HDACs), methyltransferases <italic>versus</italic> demethylases (<xref ref-type="bibr" rid="B26">Zhao et al., 2020</xref>).</p>
<p>Non-coding RNAs are functionally categorized based on nucleotide length. Long non-coding RNAs (lncRNAs, &#x2265;200 nucleotides) modulate gene expression by serving as scaffolds for chromatin remodeling or by interacting with transcriptional regulators (<xref ref-type="bibr" rid="B38">Statello et al., 2021</xref>). In contrast, microRNAs (miRNAs, 18&#x2013;25 nucleotides) mediate RNA interference by binding to mRNA untranslated regions, leading to translational repression or mRNA degradation (<xref ref-type="bibr" rid="B47">Yao et al., 2019</xref>).</p>
</sec>
<sec id="s3">
<title>3 Epigenetic modification of microbiota in atherosclerosis</title>
<p>The gut microbiota orchestrates host epigenetic reprogramming via three principal pathways: microbial-derived metabolites modulating substrate availability for DNA/histone modifications, regulation of epigenetic modifying enzyme expression and activity, and maintain intestinal epithelial barrier function that epigenetically coordinate transcriptional networks (<xref ref-type="bibr" rid="B44">Woo and Alenghat, 2022</xref>). These microbiota-epigenome interactions constitute a regulatory axis shaping host physiological plasticity. Further, epigenetic mechanisms maintain transcriptional reprogramming in host cells, sustaining altered gene expression patterns that continue beyond the removal of microbial stimuli.</p>
<sec id="s3-1">
<title>3.1 Microbiota-derived metabolites</title>
<p>The gut microbiota generates bioactive metabolites that play roles as substrates, cofactors, or enzymatic modulators in chromatin modification, directly interfacing with host epigenetic regulation. Here, we summarize the relationship between metabolites produced by the gut microbiota and epigenetic modifications in atherosclerosis.</p>
<sec id="s3-1-1">
<title>3.1.1 Short chain fatty acids (SCFAs)</title>
<p>Gut microbiota-derived SCFAs (primarily acetate, propionate, and butyrate) are bioactive metabolites synthesized through fermentation of dietary fiber and degradation of proteins and aromatic compounds. SCFAs traverse cellular membranes via passive diffusion or active transport through monocarboxylate transporter 1. They can bind directly to intracellular HDACs and inhibit their activity. Short-chain lysine acylation is reversibly regulated by competing acyltransferases and deacylases. The acyltransferase superfamily (GCN5-related N-acetyltransferases, p300-CBP, MYST) catalyze site-specific short-chain acylation, while deacylase families (Zn<sup>2&#x2b;</sup>-dependent HDACs and NAD<sup>&#x2b;</sup>-dependent sirtuins) counteract these modifications.</p>
<p>Preclinical models and multi-omics profiling establish the causal protective role of SCFAs in AS progression by mapping vascular epigenetic remodeling. Butyrate and propionate promote Treg generation both by enhancing Foxp3 acetylation through HDAC inhibition and by serving as acyl-CoA donors for histone acetyltransferases (<xref ref-type="bibr" rid="B2">Arpaia et al., 2013</xref>; <xref ref-type="bibr" rid="B40">Thomas and Denu, 2021</xref>).</p>
<p>Butyrate orchestrates transcriptional programs across immune populations (macrophages, dendritic cells, Tregs) and intestinal epithelial cells by elevating histone acetylation and chromatin accessibility, driving a metabolic inflammatory resolution, and lipid metabolism (<xref ref-type="bibr" rid="B35">Schulthess et al., 2019</xref>; <xref ref-type="bibr" rid="B13">Furusawa et al., 2013</xref>; <xref ref-type="bibr" rid="B16">Grouls et al., 2022</xref>; <xref ref-type="bibr" rid="B5">Chang et al., 2014</xref>). Butyrate-mediated targeting of HDAC3/6 induces acetylation of non-histone proteins NF-&#x3ba;B subunit p65, altering its promoter binding capacity to attenuate pro-inflammatory transcriptional activation (<xref ref-type="bibr" rid="B34">Sarkar et al., 2023</xref>). In addition, butyrate exerts atheroprotective effects by epigenetically reprogramming vascular smooth muscle cell proliferation through chromatin remodeling-mediated cell cycle arrest. Mechanistically, it downregulates G1-specific cell cycle proteins while upregulating cdk inhibitors such as p15INK4b and p21Cip1 (<xref ref-type="bibr" rid="B27">Mathew et al., 2010</xref>).</p>
<p>Propionate may influence cardiovascular function via protein propionylation, with histone lysine propionylation (Kpr) as a potential key mechanism. Propionylation of histone H3 at Lys14 (H3K14pr) is predominantly enriched at promoters of highly transcriptionally activated genes, including those involved in fatty acid oxidation. Conversely, deficiency in H3K23pr mediated by BRPF1-KAT6 complexes contributes to cardiac anomalies. These findings suggest a potential role for histone propionylation in cardiovascular homeostasis, though the underlying mechanisms involving H3K14pr and H3K23pr in cardiovascular diseases require further investigation (<xref ref-type="bibr" rid="B20">Kebede et al., 2017</xref>).</p>
<p>Acetate induces histone H3 hyperacetylation, specifically activating lipogenic genes ACACA and FASN through increased H3K9, H3K27, and H3K56 acetylation at their promoters. This epigenetic regulation, mediated by acetyl-CoA synthetases ACSS1 and ACSS2, enhances <italic>de novo</italic> lipid synthesis in concert with acetate&#x2019;s role as a fatty acid precursor (<xref ref-type="bibr" rid="B14">Gao et al., 2016</xref>). Macrophages and dendritic cells can sense butyrate in part through G-protein-coupled-receptors, that are correlates with increased global histone H3 acetylation (<xref ref-type="bibr" rid="B19">Ji et al., 2016</xref>).</p>
<p>SCFAs mediate cardioprotection through DNA methylation-dependent pathways. In type 2 diabetes patients, reduced Faecalibacterium prausnitzii (a key butyrate producer) correlates with hypermethylation of free fatty acid receptors promoter CpG sites (<xref ref-type="bibr" rid="B7">Chleilat et al., 2021</xref>). Acetate activates free fatty acid receptor two to stimulate leptin secretion in adipocytes, thereby regulating appetite and improving obesity (<xref ref-type="bibr" rid="B4">Chambers et al., 2015</xref>). Further, propionate induces specific DNA methylation patterns in the DAB adaptor protein 1 promoter, a diabetes target gene (<xref ref-type="bibr" rid="B17">Guo et al., 2022</xref>). Nevertheless, in high-fat-diet (HFD) models, acetate, propionate, butyrate suppress obesity-related leptin overexpression through downregulation DNMT1/3a/3b, reducing leptin promoter methylation (<xref ref-type="bibr" rid="B24">Lu et al., 2018</xref>). Although proposed mechanisms suggest SCFA-dependent HDAC inhibition modulates methyl-CpG-binding domain protein activity, this hypothesis remains speculative. Further <italic>in vivo</italic> tracer studies and chromatin profiling are warranted.</p>
</sec>
<sec id="s3-1-2">
<title>3.1.2 Choline</title>
<p>Trimethylamine (TMA), a gut microbiota metabolite from dietary precursors (choline, phosphatidylcholine, and carnitine), serves as the direct precursor for trimethylamine-N-oxide (TMAO). Elevated TMAO levels predict and correlate with AS progression (<xref ref-type="bibr" rid="B21">Koeth et al., 2013</xref>). Mechanistically, <italic>in vitro</italic> studies reveal TMA exposure alters DNMT expression profiles&#x2014;upregulating DNMT1 while suppressing DNMT3A (Shelp et al.). Mice harboring choline-metabolizing gut microbiota displayed reduced global DNA methylation and elevated inguinal adiposity under HFD conditions (<xref ref-type="bibr" rid="B33">Romano et al., 2017</xref>). It is hypothesized that bacterial choline metabolism depletes host methyl donors, reducing global DNA methylation and exacerbating HFD-induced metabolic dysregulation.</p>
</sec>
<sec id="s3-1-3">
<title>3.1.3 Polyphenols</title>
<p>Polyphenols, predominantly present as glycosides, undergo colonic microbiota-mediated hydrolysis, demethylation, decarboxylation, dehydroxylation, and ring cleavage to form more bioactive metabolites. Current research primarily focuses on miRNA-related findings. Across both experimental models and human studies, polyphenols universally modulate miRNAs, predominantly affecting inflammation and lipid metabolism. Current evidence regarding miRNA-epigenetic regulation in atherosclerosis models remains limited. The few available studies report a correlation between overexpression of miR-181a, miR-106a, miR-20b and their target genes HIF1A/VEGFA, with this molecular signature aligning attenuated lesion progression. Notably, polyphenol-modulated anti-angiogenesis may operate through these miRNAs. A broad summary of polyphenols&#x2019; potential mechanistic roles in atherosclerosis pathogenesis follows.</p>
<p>Regarding inflammation regulation, resveratrol upregulates miR-663, a microRNA targeting multiple inflammatory genes, thereby suppressing endogenous activator protein-1 (AP-1) activity and attenuating lipopolysaccharide (LPS)-induced AP-1 activation <italic>in vitro</italic> (<xref ref-type="bibr" rid="B41">Tili et al., 2010</xref>). Supporting these mechanistic findings, a 12-month clinical trial in T2DM hypertensive patients demonstrated significant alterations in six inflammation-regulating miRNAs (miR-21; miR-181b; miR-663; miR-30c2; miR-155; miR-34a) within circulating immune cells following resveratrol supplementation (<xref ref-type="bibr" rid="B42">Tom&#xe9;-Carneiro et al., 2013</xref>). In the context of lipid metabolism modulation, resveratrol inhibits <italic>de novo</italic> lipogenesis in adipose tissue <italic>in vivo</italic> through upregulation of miR-539-5p, which functions as the functional mediator of this metabolic suppression (<xref ref-type="bibr" rid="B15">Gracia et al., 2016</xref>). Additionally, multiple bioactive polyphenols including quercetin, isorhamnetin, olive oil hydroxytyrosol, propolis extracts, curcumin, a&#xe7;ai berry compounds, red muscadine grape polyphenols, grape seed extract, tea catechins, and polydatin modulate inflammation, oxidative stress, and lipid metabolism through miRNA-mediated gene regulation (<xref ref-type="bibr" rid="B22">Koudoufio et al., 2020</xref>). Polyphenols downregulate pro-inflammatory cytokine expression via these miRNAs, indicating potential immunomodulatory benefits for atherosclerosis.</p>
<p>Beyond miRNA regulation, polyphenols modulate epigenetic pathways, including DNA hypermethylation, histone methylation, and acetylation, that may putatively influence AS progression. Raspberry polyphenol extract counteracts HFD suppression of H3K27 acetylation (H3K27Ac), thereby ameliorating obesity and insulin resistance (<xref ref-type="bibr" rid="B11">Fan et al., 2020</xref>). Quercetin and its derivative Q2 attenuate adipogenesis by epigenetically repressing key adipogenic genes <italic>C/EBP&#x3b1;</italic> and <italic>PPAR&#x3b3;</italic>. Chromatin immunoprecipitation revealed compound-induced chromatin remodeling at 5&#x2032;regulatory regions, accompanied by increased levels of the repressive histone mark H3K9me2 and decreased levels of the activating mark H3K4me2 (<xref ref-type="bibr" rid="B30">Nettore et al., 2019</xref>).</p>
</sec>
<sec id="s3-1-4">
<title>3.1.4 Folate</title>
<p>Nutrients critical for one-carbon metabolism, particularly folate, vitamin B6, and B12, regulate DNA methylation. Deficiencies in folate, vitamin B6, and B12 are associated with elevated homocysteine levels, which may contribute to systemic methyl donor insufficiency, reduced DNA methylation, endothelial dysfunction, and accelerated AS (<xref ref-type="bibr" rid="B25">Ma et al., 2017</xref>). In human studies, the duration of maternal folate supplementation prior to conception shows a significant positive correlation (<italic>p</italic> &#x3d; 0.024) with offspring leptin gene CpG methylation levels, though the functional implications require further investigation (<xref ref-type="bibr" rid="B32">Pauwels et al., 2016</xref>). Notably, outcomes exhibit model- and dose-dependency. In obese murine models, high-dose prenatal folate alters offspring lipid metabolism while increasing DNA methylation at CpG sites within promoters of hepatic adipose triacylglyceride lipase (ATGL) and adipose lipoprotein lipase (LPL) genes (<xref ref-type="bibr" rid="B46">Yang et al., 2017</xref>). Conversely, rat studies reveal that combined dietary protein restriction and folate supplementation during pregnancy significantly reduces PPAR gene methylation in offspring liver, thereby attenuating metabolic disease risk (<xref ref-type="bibr" rid="B23">Lillycrop et al., 2005</xref>). Collectively, these findings highlight the context-dependent epigenetic effects on AS of folate interventions.</p>
</sec>
</sec>
<sec id="s3-2">
<title>3.2 Epigenetic regulation of intestinal barrier</title>
<p>Emerging evidence establishes microbial-epigenomic regulation as a key mechanism governing function of IECs. IECs sense microbial components via Toll-like receptors (TLRs), with pioneering studies demonstrating microbiota-mediated epigenetic control of <italic>Tlr4</italic> expression (<xref ref-type="bibr" rid="B39">Takahashi et al., 2011</xref>). Microbiota epigenetically regulate intestinal development through DNA methylation and histone modifications. Germ-free mice exhibit reduced Tlr4 promoter methylation in colonic IECs, correlating with diminished gene expression and lipopolysaccharides hyporesponsiveness (<xref ref-type="bibr" rid="B10">Takahashi et al., 2009</xref>). IEC-specific <italic>Dnmt1</italic> deletion causes global hypomethylation, aberrant crypt formation, and stunted colon development (<xref ref-type="bibr" rid="B9">Elliott et al., 2015</xref>; <xref ref-type="bibr" rid="B48">Yu et al., 2015</xref>). HDAC3 mediates integration of microbiota-derived signals that maintain healthy intestinal homeostasis (<xref ref-type="bibr" rid="B1">Alenghat et al., 2013</xref>). Surface colonocytes metabolize butyrate for energy, thereby butyrate-exposed stem cells show elevated histone acetylation with impaired proliferation or repair (<xref ref-type="bibr" rid="B28">Donohoe et al., 2011</xref>). Preserving intestinal barrier integrity blocks lipopolysaccharides leakage, bacteria translocation and subsequent systemic inflammation. This contributes to atheroprotective effects.</p>
<p>Microbiota-host epigenomic interactions critically regulate immune homeostasis. For example (<xref ref-type="bibr" rid="B37">Song et al., 2019</xref>), macrophages/dendritic cells sense SCFAs via G protein-coupled receptors, elevating global H3 acetylation to enhance anti-inflammatory cytokine expression and Treg modulation (<xref ref-type="bibr" rid="B3">Bj&#xf6;rkegren and Lusis, 2022</xref>). SCFAs activate GPR43 signaling and inhibit HDACs, increasing <italic>Foxp3</italic> locus acetylation and expression to drive Treg differentiation. Additionally, microbiota directs Treg DNA methylation by upregulating Uhrf1&#x2014;a DNMT1/HDAC1-binding adaptor protein (<xref ref-type="bibr" rid="B31">Obat et al., 2014</xref>). (<xref ref-type="bibr" rid="B6">Chen et al., 2023</xref>) Microbiota reduces <italic>Cxcl16</italic> expression by decreasing 5&#x2032;CpG methylation, limiting invariant natural killer T cell development (<xref ref-type="bibr" rid="B49">Zhang et al., 2023</xref>). Microbial signals modulate intestinal innate lymphoid cell function through epigenomic reprogramming (<xref ref-type="bibr" rid="B43">Woo and Alenghat, 2017</xref>). Beyond preventing enteric inflammation and infections, intestinal immune homeostasis suppresses systemic low-grade inflammation and functions as an immunocyte reservoir that mitigates distant vascular pathologies. Current research has established that propionate facilitates the recirculation of colonic Tregs from the colon through colonic dLNs and circulating blood to the pathological vessels (<xref ref-type="bibr" rid="B29">Nakanishi et al., 2018</xref>; <xref ref-type="bibr" rid="B45">Yang et al., 2022</xref>). The translational applicability of this mechanism to AS requires rigorous validation.</p>
</sec>
</sec>
<sec id="s4">
<title>4 Conclusion and prospect</title>
<p>The gut microbiota emerges as a master regulator of host epigenetics, forging a critical &#x201c;gut-vascular axis&#x201d; that mechanistically links gut microbiota with epigenetic regulation of vascular function. Through dynamic modulation of DNA methylation, histone modifications, and non-coding RNAs, microbiota-derived metabolites orchestrate vascular inflammation, lipid metabolism, and immune cell function. Butyrate and propionate suppress atherogenic pathways by modulating chromatin accessibility, driving <italic>Foxp3</italic>-mediated Treg differentiation while silencing NF-&#x3ba;B-dependent inflammation through p65 hyperacetylation. Simultaneously, intestinal barrier integrity, maintained by microbiota-epigenome crosstalk, prevents systemic endotoxemia and primes immunocytes for vascular recirculation. While current evidences indicated that microbiota and microbiota-derived metabolites participate in AS through epigenetic modifications, the pathological significance of these changes requires deeper mechanistic exploration.</p>
<p>Current understanding suggests that dietary patterns profoundly modulate the composition and function of the gut microbiota and its production of microbial metabolites. These microbiota-derived metabolites serve as substrates and regulators for epigenetic modifications. Consequently, dietary interventions targeting epigenetic mechanisms represent a viable therapeutic strategy, yet critical challenges persist. Key unresolved issues include precise mapping of metabolite gradients to vascular epigenetic signatures, the establishment of rigorous patient stratification criteria for clinical translation, and the definition of contraindications thresholds. Addressing these requires convergent experimental-computational methodologies. Spatially resolved metabolomics enables regional metabolite detection across intestinal niches, while complementary epigenetic co-localization techniques establish functional relationships between metabolite distributions and local epigenetic modifications. Single-cell multi-omics integration further resolves metabolic-epigenetic crosstalk at cellular resolution.</p>
<p>Moving forward, this nascent field requires substantial further investigation. Key research gaps include limited epigenetic studies on metabolites such as choline-derived TMAO, polyphenols, and folate in atherosclerosis pathogenesis, necessitating expanded mechanistic evidence. Future studies should delineate epigenetic divergence between early and late atherosclerosis phases, identifying key metabolite-driven switches that differentially modulate disease evolution. Research should prioritize identifying patient subpopulations with maximal predicted benefit from targeted microbial or epigenetic therapies. Consequently, addressing these knowledge gaps will be essential to translate microbiota-epigenetic insights into safe, effective therapeutic interventions for atherosclerosis.</p>
</sec>
</body>
<back>
<sec sec-type="author-contributions" id="s5">
<title>Author contributions</title>
<p>SG: Investigation, Data curation, Writing &#x2013; review and editing, Conceptualization, Writing &#x2013; original draft, Software. JZ: Funding acquisition, Resources, Writing &#x2013; review and editing. RZ: Writing &#x2013; review and editing, Investigation. ZF: Writing &#x2013; review and editing, Software, Data curation. SL: Software, Resources, Data curation, Writing &#x2013; review and editing. WW: Investigation, Conceptualization, Writing &#x2013; review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s6">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This work was supported by grants from the Beijing Natural Science Foundation-Daxing Innovation Joint Fund (L246021) to Weiwei Wu and Beijing Municipal Commission of Science and Technology (Z231100004623007) to Junlai Zhao.</p>
</sec>
<ack>
<p>We are very grateful and thankful for all participations and supports in this study.</p>
</ack>
<sec sec-type="COI-statement" id="s7">
<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 sec-type="ai-statement" id="s8">
<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 sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alenghat</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Osborne</surname>
<given-names>L. C.</given-names>
</name>
<name>
<surname>Saenz</surname>
<given-names>S. A.</given-names>
</name>
<name>
<surname>Kobuley</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Ziegler</surname>
<given-names>C. G. K.</given-names>
</name>
<name>
<surname>Mullican</surname>
<given-names>S. E.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>Histone deacetylase 3 coordinates commensal-bacteria-dependent intestinal homeostasis</article-title>. <source>Nature</source> <volume>504</volume> (<issue>7478</issue>), <fpage>153</fpage>&#x2013;<lpage>157</lpage>. <pub-id pub-id-type="doi">10.1038/nature12687</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Arpaia</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Campbell</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Fan</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Dikiy</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>van der Veeken</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>deRoos</surname>
<given-names>P.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>Metabolites produced by commensal bacteria promote peripheral regulatory T cell generation</article-title>. <source>Nature</source> <volume>504</volume> (<issue>7480</issue>), <fpage>451</fpage>&#x2013;<lpage>455</lpage>. <pub-id pub-id-type="doi">10.1038/nature12726</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bj&#xf6;rkegren</surname>
<given-names>J. L. M.</given-names>
</name>
<name>
<surname>Lusis</surname>
<given-names>A. J.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Atherosclerosis: recent developments</article-title>. <source>Cell</source> <volume>185</volume> (<issue>10</issue>), <fpage>1630</fpage>&#x2013;<lpage>1645</lpage>. <pub-id pub-id-type="doi">10.1016/j.cell.2022.04.004</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chambers</surname>
<given-names>E. S.</given-names>
</name>
<name>
<surname>Morrison</surname>
<given-names>D. J.</given-names>
</name>
<name>
<surname>Frost</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Control of appetite and energy intake by SCFA: what are the potential underlying mechanisms?</article-title> <source>Proc. Nutr. Soc.</source> <volume>74</volume> (<issue>3</issue>), <fpage>328</fpage>&#x2013;<lpage>336</lpage>. <pub-id pub-id-type="doi">10.1017/S0029665114001657</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chang</surname>
<given-names>P. V.</given-names>
</name>
<name>
<surname>Hao</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Offermanns</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Medzhitov</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>The microbial metabolite butyrate regulates intestinal macrophage function <italic>via</italic> histone deacetylase inhibition</article-title>. <source>Proc. Natl. Acad. Sci. U. S. A.</source> <volume>111</volume> (<issue>6</issue>), <fpage>2247</fpage>&#x2013;<lpage>2252</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.1322269111</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Ren</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Ding</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Remex</surname>
<given-names>N. S.</given-names>
</name>
<name>
<surname>Bhuiyan</surname>
<given-names>M. S.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>Gut microbiota and microbiota-derived metabolites in cardiovascular diseases</article-title>. <source>Chin. Med. J. Engl.</source> <volume>136</volume> (<issue>19</issue>), <fpage>2269</fpage>&#x2013;<lpage>2284</lpage>. <pub-id pub-id-type="doi">10.1097/CM9.0000000000002206</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chleilat</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Schick</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Deleemans</surname>
<given-names>J. M.</given-names>
</name>
<name>
<surname>Reimer</surname>
<given-names>R. A.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Paternal methyl donor supplementation in rats improves fertility, physiological outcomes, gut microbial signatures and epigenetic markers altered by high fat/high sucrose diet</article-title>. <source>Int. J. Mol. Sci.</source> <volume>22</volume> (<issue>2</issue>), <fpage>689</fpage>. <pub-id pub-id-type="doi">10.3390/ijms22020689</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cook</surname>
<given-names>M. D.</given-names>
</name>
<name>
<surname>Hogue</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Exercise and the microbiome: mechanistic perspectives of the impact of exercise on the gut-vascular axis</article-title>. <source>mSystems</source> <volume>6</volume> (<issue>4</issue>), <fpage>e0065021</fpage>&#x2013;<lpage>e0065021</lpage>. <pub-id pub-id-type="doi">10.1128/mSystems.00650-21</pub-id>
</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Donohoe</surname>
<given-names>DR</given-names>
</name>
<name>
<surname>Garge</surname>
<given-names>N</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>X</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>The microbiome and butyrate regulate energy metabolism and autophagy in the mammalian Colon</article-title>: <source>Cell Metab.</source> <comment>Available online at: <ext-link ext-link-type="uri" xlink:href="https://www.cell.com/cell-metabolism/fulltext/S1550-4131(11)00143-4?_returnURL=https%3A%2F%2Flinkinghub.elsevier.com%2Fretrieve%2Fpii%2FS1550413111001434%3Fshowall%3Dtrue">https://www.cell.com/cell-metabolism/fulltext/S1550-4131(11)00143-4?_returnURL&#x3d;https%3A%2F%2Flinkinghub.elsevier.com%2Fretrieve%2Fpii%2FS1550413111001434%3Fshowall%3Dtrue</ext-link>
</comment>
</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Elliott</surname>
<given-names>E. N.</given-names>
</name>
<name>
<surname>Sheaffer</surname>
<given-names>K. L.</given-names>
</name>
<name>
<surname>Schug</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Stappenbeck</surname>
<given-names>T. S.</given-names>
</name>
<name>
<surname>Kaestner</surname>
<given-names>K. H.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Dnmt1 is essential to maintain progenitors in the perinatal intestinal epithelium</article-title>. <source>Dev. Camb Engl.</source> <volume>142</volume> (<issue>12</issue>), <fpage>2163</fpage>&#x2013;<lpage>2172</lpage>. <pub-id pub-id-type="doi">10.1242/dev.117341</pub-id>
</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fan</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>You</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Toney</surname>
<given-names>A. M.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Giraud</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Xian</surname>
<given-names>Y.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Red raspberry polyphenols attenuate high fat diet-driven activation of NLRP3 inflammasome and its paracrine suppression of adipogenesis <italic>via</italic> histone modifications</article-title>. <source>Mol. Nutr. Food Res.</source> <volume>64</volume> (<issue>15</issue>), <fpage>e1900995</fpage>. <pub-id pub-id-type="doi">10.1002/mnfr.201900995</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Flori</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Benedetti</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Martelli</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Calderone</surname>
<given-names>V.</given-names>
</name>
</person-group> (<year>2024</year>). <article-title>Microbiota alterations associated with vascular diseases: postbiotics as a next-generation magic bullet for gut-vascular axis</article-title>. <source>Pharmacol. Res.</source> <volume>207</volume>, <fpage>107334</fpage>. <pub-id pub-id-type="doi">10.1016/j.phrs.2024.107334</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Furusawa</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Obata</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Fukuda</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Endo</surname>
<given-names>T. A.</given-names>
</name>
<name>
<surname>Nakato</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Takahashi</surname>
<given-names>D.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>Commensal microbe-derived butyrate induces the differentiation of colonic regulatory T cells</article-title>. <source>Nature</source> <volume>504</volume> (<issue>7480</issue>), <fpage>446</fpage>&#x2013;<lpage>450</lpage>. <pub-id pub-id-type="doi">10.1038/nature12721</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gao</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>S. H.</given-names>
</name>
<name>
<surname>Ren</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>J. T.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>J. J.</given-names>
</name>
<name>
<surname>Yao</surname>
<given-names>C. B.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Acetate functions as an epigenetic metabolite to promote lipid synthesis under hypoxia</article-title>. <source>Nat. Commun.</source> <volume>7</volume>, <fpage>11960</fpage>. <pub-id pub-id-type="doi">10.1038/ncomms11960</pub-id>
</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gracia</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Miranda</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Fern&#xe1;ndez-Quintela</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Eseberri</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Garcia-Lacarte</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Milagro</surname>
<given-names>F. I.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Involvement of miR-539-5p in the inhibition of <italic>de novo</italic> lipogenesis induced by resveratrol in white adipose tissue</article-title>. <source>Food Funct.</source> <volume>7</volume> (<issue>3</issue>), <fpage>1680</fpage>&#x2013;<lpage>1688</lpage>. <pub-id pub-id-type="doi">10.1039/c5fo01090j</pub-id>
</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Grouls</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Janssen</surname>
<given-names>A. W. F.</given-names>
</name>
<name>
<surname>Duivenvoorde</surname>
<given-names>L. P. M.</given-names>
</name>
<name>
<surname>Hooiveld</surname>
<given-names>GJEJ</given-names>
</name>
<name>
<surname>Bouwmeester</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>van der Zande</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Differential gene expression in iPSC-derived human intestinal epithelial cell layers following exposure to two concentrations of butyrate, propionate and acetate</article-title>. <source>Sci. Rep.</source> <volume>12</volume>, <fpage>13988</fpage>. <pub-id pub-id-type="doi">10.1038/s41598-022-17296-8</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Guo</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Liang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>X.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Gut microbiota induces DNA methylation <italic>via</italic> SCFAs predisposing obesity-prone individuals to diabetes</article-title>. <source>Pharmacol. Res.</source> <volume>182</volume>, <fpage>106355</fpage>. <pub-id pub-id-type="doi">10.1016/j.phrs.2022.106355</pub-id>
</citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Huang</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Qi</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Jin</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2025</year>). <article-title>Blood metabolites mediate causal inference studies on the effect of gut microbiota on the risk of vascular calcification</article-title>. <source>J. Adv. Res.</source> <pub-id pub-id-type="doi">10.1016/j.jare.2025.03.038</pub-id>
</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ji</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Shu</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Zheng</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Luo</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Y.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Microbial metabolite butyrate facilitates M2 macrophage polarization and function</article-title>. <source>Sci. Rep.</source> <volume>6</volume>, <fpage>24838</fpage>. <pub-id pub-id-type="doi">10.1038/srep24838</pub-id>
</citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kebede</surname>
<given-names>A. F.</given-names>
</name>
<name>
<surname>Nieborak</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Shahidian</surname>
<given-names>L. Z.</given-names>
</name>
<name>
<surname>Le Gras</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Richter</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>G&#xf3;mez</surname>
<given-names>D. A.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Histone propionylation is a mark of active chromatin</article-title>. <source>Nat. Struct. Mol. Biol.</source> <volume>24</volume> (<issue>12</issue>), <fpage>1048</fpage>&#x2013;<lpage>1056</lpage>. <pub-id pub-id-type="doi">10.1038/nsmb.3490</pub-id>
</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Koeth</surname>
<given-names>R. A.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Levison</surname>
<given-names>B. S.</given-names>
</name>
<name>
<surname>Buffa</surname>
<given-names>J. A.</given-names>
</name>
<name>
<surname>Org</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Sheehy</surname>
<given-names>B. T.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>Intestinal microbiota metabolism of L-carnitine, a nutrient in red meat, promotes atherosclerosis</article-title>. <source>Nat. Med.</source> <volume>19</volume> (<issue>5</issue>), <fpage>576</fpage>&#x2013;<lpage>585</lpage>. <pub-id pub-id-type="doi">10.1038/nm.3145</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Koudoufio</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Desjardins</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Feldman</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Spahis</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Delvin</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Levy</surname>
<given-names>E.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Insight into polyphenol and gut microbiota crosstalk: are their metabolites the key to understand protective effects against metabolic disorders?</article-title> <source>Antioxidants</source> <volume>9</volume> (<issue>10</issue>), <fpage>982</fpage>. <pub-id pub-id-type="doi">10.3390/antiox9100982</pub-id>
</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lillycrop</surname>
<given-names>K. A.</given-names>
</name>
<name>
<surname>Phillips</surname>
<given-names>E. S.</given-names>
</name>
<name>
<surname>Jackson</surname>
<given-names>A. A.</given-names>
</name>
<name>
<surname>Hanson</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Burdge</surname>
<given-names>G. C.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Dietary protein restriction of pregnant rats induces and folic acid supplementation prevents epigenetic modification of hepatic gene expression in the offspring</article-title>. <source>J. Nutr.</source> <volume>135</volume> (<issue>6</issue>), <fpage>1382</fpage>&#x2013;<lpage>1386</lpage>. <pub-id pub-id-type="doi">10.1093/jn/135.6.1382</pub-id>
</citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Fan</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Liang</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Fan</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>P.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Effects of SCFA on the DNA methylation pattern of adiponectin and resistin in high-fat-diet-induced Obese Male mice</article-title>. <source>Br. J. Nutr.</source> <volume>120</volume> (<issue>4</issue>), <fpage>385</fpage>&#x2013;<lpage>392</lpage>. <pub-id pub-id-type="doi">10.1017/S0007114518001526</pub-id>
</citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ma</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Peng</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Luo</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Serum high concentrations of homocysteine and low levels of folic acid and vitamin B12 are significantly correlated with the categories of coronary artery diseases</article-title>. <source>BMC Cardiovasc Disord.</source> <volume>17</volume>, <fpage>37</fpage>. <pub-id pub-id-type="doi">10.1186/s12872-017-0475-8</pub-id>
</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mathew</surname>
<given-names>O. P.</given-names>
</name>
<name>
<surname>Ranganna</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Yatsu</surname>
<given-names>F. M.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Butyrate, an HDAC inhibitor, stimulates interplay between different posttranslational modifications of histone H3 and differently alters G1-specific cell cycle proteins in vascular smooth muscle cells</article-title>. <source>Biomed. Pharmacother.</source> <volume>64</volume> (<issue>10</issue>), <fpage>733</fpage>&#x2013;<lpage>740</lpage>. <pub-id pub-id-type="doi">10.1016/j.biopha.2010.09.017</pub-id>
</citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nakanishi</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Ikebuchi</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Chtanova</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Kusumoto</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Okuyama</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Moriya</surname>
<given-names>T.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Regulatory T cells with superior immunosuppressive capacity emigrate from the inflamed Colon to draining lymph nodes</article-title>. <source>Mucosal Immunol.</source> <volume>11</volume> (<issue>2</issue>), <fpage>437</fpage>&#x2013;<lpage>448</lpage>. <pub-id pub-id-type="doi">10.1038/mi.2017.64</pub-id>
</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nettore</surname>
<given-names>I. C.</given-names>
</name>
<name>
<surname>Rocca</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Mancino</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Albano</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Amelio</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Grande</surname>
<given-names>F.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Quercetin and its derivative Q2 modulate chromatin dynamics in adipogenesis and Q2 prevents obesity and metabolic disorders in rats</article-title>. <source>J. Nutr. Biochem.</source> <volume>69</volume>, <fpage>151</fpage>&#x2013;<lpage>162</lpage>. <pub-id pub-id-type="doi">10.1016/j.jnutbio.2019.03.019</pub-id>
</citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Obata</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Furusawa</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Endo</surname>
<given-names>T. A.</given-names>
</name>
<name>
<surname>Sharif</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Takahashi</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Atarashi</surname>
<given-names>K.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>The epigenetic regulator Uhrf1 facilitates the proliferation and maturation of colonic regulatory T cells</article-title>. <source>Nat. Immunol.</source> <volume>15</volume> (<issue>6</issue>), <fpage>571</fpage>&#x2013;<lpage>579</lpage>. <pub-id pub-id-type="doi">10.1038/ni.2886</pub-id>
</citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pauwels</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Ghosh</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Duca</surname>
<given-names>R. C.</given-names>
</name>
<name>
<surname>Bekaert</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Freson</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Huybrechts</surname>
<given-names>I.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Dietary and supplemental maternal methyl-group donor intake and cord blood DNA methylation</article-title>. <source>Epigenetics</source> <volume>12</volume> (<issue>1</issue>), <fpage>1</fpage>&#x2013;<lpage>10</lpage>. <pub-id pub-id-type="doi">10.1080/15592294.2016.1257450</pub-id>
</citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Romano</surname>
<given-names>K. A.</given-names>
</name>
<name>
<surname>Campo</surname>
<given-names>A. M. del</given-names>
</name>
<name>
<surname>Kasahara</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Chittim</surname>
<given-names>C. L.</given-names>
</name>
<name>
<surname>Vivas</surname>
<given-names>E. I.</given-names>
</name>
<name>
<surname>Amador-Noguez</surname>
<given-names>D.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Metabolic, epigenetic, and transgenerational effects of gut bacterial choline consumption</article-title>. <source>Cell Host Microbe</source> <volume>22</volume> (<issue>3</issue>), <fpage>279</fpage>&#x2013;<lpage>290.e7</lpage>. <pub-id pub-id-type="doi">10.1016/j.chom.2017.07.021</pub-id>
</citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sarkar</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Mitra</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Lahiri</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Das</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Sarkar</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Paul</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>Butyrate limits inflammatory macrophage niche in NASH</article-title>. <source>Cell Death Dis.</source> <volume>14</volume> (<issue>5</issue>), <fpage>332</fpage>. <pub-id pub-id-type="doi">10.1038/s41419-023-05853-6</pub-id>
</citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schulthess</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Pandey</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Capitani</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Rue-Albrecht</surname>
<given-names>K. C.</given-names>
</name>
<name>
<surname>Arnold</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Franchini</surname>
<given-names>F.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>The short chain fatty acid butyrate imprints an antimicrobial program in macrophages</article-title>. <source>Immunity</source> <volume>50</volume> (<issue>2</issue>), <fpage>432</fpage>&#x2013;<lpage>445</lpage>. <pub-id pub-id-type="doi">10.1016/j.immuni.2018.12.018</pub-id>
</citation>
</ref>
<ref id="B36">
<citation citation-type="web">
<person-group person-group-type="author">
<name>
<surname>Shelp</surname>
<given-names>G. V.</given-names>
</name>
<name>
<surname>Dong</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Orlov</surname>
<given-names>N. O.</given-names>
</name>
<name>
<surname>Malysheva</surname>
<given-names>O. V.</given-names>
</name>
<name>
<surname>Bender</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Shoveller</surname>
<given-names>A. K.</given-names>
</name>
<etal/>
</person-group> (<year>2024</year>). <article-title>Exposure to prenatal excess or imbalanced micronutrients leads to long&#x2010;term perturbations in one&#x2010;carbon metabolism, trimethylamine&#x2010;n&#x2010;oxide and DNA methylation in wistar rat offspring</article-title>. <comment>Available online at: <ext-link ext-link-type="uri" xlink:href="https://faseb.onlinelibrary.wiley.com/doi/10.1096/fj.202401018RR">https://faseb.onlinelibrary.wiley.com/doi/10.1096/fj.202401018RR</ext-link>.</comment>
</citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Song</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Rudan</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Fowkes</surname>
<given-names>F. J. I.</given-names>
</name>
<name>
<surname>Rahimi</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Fowkes</surname>
<given-names>F. G. R.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Global, regional, and national prevalence and risk factors for peripheral artery disease in 2015: an updated systematic review and analysis</article-title>. <source>Lancet Glob. Health</source> <volume>7</volume> (<issue>8</issue>), <fpage>e1020</fpage>&#x2013;<lpage>e1030</lpage>. <pub-id pub-id-type="doi">10.1016/S2214-109X(19)30255-4</pub-id>
</citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Statello</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Guo</surname>
<given-names>C. J.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>L. L.</given-names>
</name>
<name>
<surname>Huarte</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Gene regulation by long non-coding RNAs and its biological functions</article-title>. <source>Nat. Rev. Mol. Cell Biol.</source> <volume>22</volume> (<issue>2</issue>), <fpage>96</fpage>&#x2013;<lpage>118</lpage>. <pub-id pub-id-type="doi">10.1038/s41580-020-00315-9</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Takahashi</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Sugi</surname>
<given-names>Y</given-names>
</name>
<name>
<surname>Hosono</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Kaminogawa</surname>
<given-names>S</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Epigenetic regulation of TLR4 gene expression in intestinal epithelial cells for the maintenance of intestinal Homeostasis1</article-title>. <source>J. Immunol. Am. Assoc. Immunol</source>. <pub-id pub-id-type="doi">10.4049/jimmunol.0901271</pub-id>
</citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Takahashi</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Sugi</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Nakano</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Tsuda</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Kurihara</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Hosono</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2011</year>). <article-title>Epigenetic control of the host gene by commensal bacteria in large intestinal epithelial cells</article-title>. <source>J. Biol. Chem.</source> <volume>286</volume> (<issue>41</issue>), <fpage>35755</fpage>&#x2013;<lpage>35762</lpage>. <pub-id pub-id-type="doi">10.1074/jbc.M111.271007</pub-id>
</citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Thomas</surname>
<given-names>S. P.</given-names>
</name>
<name>
<surname>Denu</surname>
<given-names>J. M.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Short-chain fatty acids activate acetyltransferase p300</article-title>. <source>eLife</source> <volume>10</volume>, <fpage>e72171</fpage>. <pub-id pub-id-type="doi">10.7554/eLife.72171</pub-id>
</citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tili</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Michaille</surname>
<given-names>J. J.</given-names>
</name>
<name>
<surname>Adair</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Alder</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Limagne</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Taccioli</surname>
<given-names>C.</given-names>
</name>
<etal/>
</person-group> (<year>2010</year>). <article-title>Resveratrol decreases the levels of miR-155 by upregulating miR-663, a microRNA targeting JunB and JunD</article-title>. <source>Carcinogenesis</source> <volume>31</volume> (<issue>9</issue>), <fpage>1561</fpage>&#x2013;<lpage>1566</lpage>. <pub-id pub-id-type="doi">10.1093/carcin/bgq143</pub-id>
</citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tom&#xe9;-Carneiro</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Larrosa</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Y&#xe1;&#xf1;ez-Gasc&#xf3;n</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>D&#xe1;valos</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Gil-Zamorano</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Gonz&#xe1;lvez</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>One-year supplementation with a grape extract containing resveratrol modulates inflammatory-related microRNAs and cytokines expression in peripheral blood mononuclear cells of type 2 diabetes and hypertensive patients with coronary artery disease</article-title>. <source>Pharmacol. Res.</source> <volume>72</volume>, <fpage>69</fpage>&#x2013;<lpage>82</lpage>. <pub-id pub-id-type="doi">10.1016/j.phrs.2013.03.011</pub-id>
</citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Woo</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Alenghat</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Host-microbiota interactions: epigenomic regulation</article-title>. <source>Curr. Opin. Immunol.</source> <volume>44</volume>, <fpage>52</fpage>&#x2013;<lpage>60</lpage>. <pub-id pub-id-type="doi">10.1016/j.coi.2016.12.001</pub-id>
</citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Woo</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Alenghat</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Epigenetic regulation by gut microbiota</article-title>. <source>Gut Microbes</source> <volume>14</volume> (<issue>1</issue>), <fpage>2022407</fpage>. <pub-id pub-id-type="doi">10.1080/19490976.2021.2022407</pub-id>
</citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yang</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Xia</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Guo</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Liao</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Tang</surname>
<given-names>T.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Propionate alleviates abdominal aortic aneurysm by modulating colonic regulatory T-Cell expansion and recirculation</article-title>. <source>JACC Basic Transl. Sci.</source> <volume>7</volume> (<issue>9</issue>), <fpage>934</fpage>&#x2013;<lpage>947</lpage>. <pub-id pub-id-type="doi">10.1016/j.jacbts.2022.05.001</pub-id>
</citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Sun</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Maternal prenatal folic acid supplementation programs offspring lipid metabolism by aberrant DNA methylation in hepatic ATGL and adipose LPL in rats</article-title>. <source>Nutrients</source> <volume>9</volume> (<issue>9</issue>), <fpage>935</fpage>. <pub-id pub-id-type="doi">10.3390/nu9090935</pub-id>
</citation>
</ref>
<ref id="B47">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yao</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>X.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>The roles of microRNAs in epigenetic regulation</article-title>. <source>Curr. Opin. Chem. Biol.</source> <volume>51</volume>, <fpage>11</fpage>&#x2013;<lpage>17</lpage>. <pub-id pub-id-type="doi">10.1016/j.cbpa.2019.01.024</pub-id>
</citation>
</ref>
<ref id="B48">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yu</surname>
<given-names>D. H.</given-names>
</name>
<name>
<surname>Gadkari</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Gao</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Guan</surname>
<given-names>Y.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>Postnatal epigenetic regulation of intestinal stem cells requires DNA methylation and is guided by the microbiome</article-title>. <source>Genome Biol.</source> <volume>16</volume>, <fpage>211</fpage>. <pub-id pub-id-type="doi">10.1186/s13059-015-0763-5</pub-id>
</citation>
</ref>
<ref id="B49">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Lu</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>The gut microbiota-artery axis: a bridge between dietary lipids and atherosclerosis?</article-title> <source>Prog. Lipid Res.</source> <volume>89</volume>, <fpage>101209</fpage>. <pub-id pub-id-type="doi">10.1016/j.plipres.2022.101209</pub-id>
</citation>
</ref>
<ref id="B26">
<citation citation-type="web">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname>
<given-names>LY</given-names>
</name>
<name>
<surname>Song</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Y</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Mapping the epigenetic modifications of DNA and RNA - PMC</article-title>. <comment>Available online at: <ext-link ext-link-type="uri" xlink:href="https://pmc.ncbi.nlm.nih.gov/articles/PMC7647981/">https://pmc.ncbi.nlm.nih.gov/articles/PMC7647981/</ext-link>
</comment>
</citation>
</ref>
</ref-list>
</back>
</article>