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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cardiovasc. Med.</journal-id>
<journal-title>Frontiers in Cardiovascular Medicine</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cardiovasc. Med.</abbrev-journal-title>
<issn pub-type="epub">2297-055X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fcvm.2025.1502124</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Cardiovascular Medicine</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Targeting gut microbiota to regulate the adaptive immune response in atherosclerosis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Giakomidi</surname><given-names>Despina</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x2020;</sup></xref><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>Ishola</surname><given-names>Ayoola</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/2895310/overview"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Nus</surname><given-names>Meritxell</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref><uri xlink:href="https://loop.frontiersin.org/people/2225378/overview" />
<xref ref-type="author-notes" rid="fn001"><sup>&#x2020;</sup></xref><role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/><role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/><role content-type="https://credit.niso.org/contributor-roles/supervision/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
</contrib-group>
<aff id="aff1"><label><sup>1</sup></label><institution>Cardiovascular Division, Department of Medicine, Heart and Lung Research Institute (HLRI), University of Cambridge</institution>, <addr-line>Cambridge</addr-line>, <country>United Kingdom</country></aff>
<aff id="aff2"><label><sup>2</sup></label><institution>British Heart Foundation Centre of Research Excellence, University of Cambridge</institution>, <addr-line>Cambridge</addr-line>, <country>United Kingdom</country></aff>
<author-notes>
<fn fn-type="edited-by"><p><bold>Edited by:</bold> J&#x00FC;rgen Bernhagen, Ludwig Maximilian University of Munich, Germany</p></fn>
<fn fn-type="edited-by"><p><bold>Reviewed by:</bold> Ashraf Yusuf Rangrez, University of Kiel, Germany</p>
<p>Kazuyuki Kasahara, Nanyang Technological University, Singapore</p></fn>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> Meritxell Nus <email>mn421@cam.ac.uk</email></corresp>
<fn fn-type="other" id="fn001"><label><sup>&#x2020;</sup></label><p>ORCID Despina Giakomidi <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0003-1538-7175">orcid.org/0000-0003-1538-7175</ext-link> Meritxell Nus <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0002-6378-8910">orcid.org/0000-0002-6378-8910</ext-link></p></fn>
</author-notes>
<pub-date pub-type="epub"><day>31</day><month>01</month><year>2025</year></pub-date>
<pub-date pub-type="collection"><year>2025</year></pub-date>
<volume>12</volume><elocation-id>1502124</elocation-id>
<history>
<date date-type="received"><day>26</day><month>09</month><year>2024</year></date>
<date date-type="accepted"><day>20</day><month>01</month><year>2025</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2025 Giakomidi, Ishola and Nus.</copyright-statement>
<copyright-year>2025</copyright-year><copyright-holder>Giakomidi, Ishola and Nus</copyright-holder><license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Atherosclerosis, the leading cause of death worldwide, is a chronic inflammatory disease leading to the accumulation of lipid-rich plaques in the intima of large and medium-sized arteries. Accumulating evidence indicates the important regulatory role of the adaptive immune system in atherosclerosis during all stages of the disease. The gut microbiome has also become a key regulator of atherosclerosis and immunomodulation. Whilst existing research extensively explores the impact of the microbiome on the innate immune system, only a handful of studies have explored the regulatory capacity of the microbiome on the adaptive immune system to modulate atherogenesis. Building on these concepts and the pitfalls on the gut microbiota and adaptive immune response interaction, this review explores potential strategies to therapeutically target the microbiome, including the use of prebiotics and vaccinations, which could influence the adaptive immune response and consequently plaque composition and development.</p>
</abstract>
<kwd-group>
<kwd>atherosclerosis</kwd>
<kwd>gut microbiota</kwd>
<kwd>T cells</kwd>
<kwd>B cells</kwd>
<kwd>metabolites</kwd>
</kwd-group><contract-sponsor id="cn001">British Heart Foundation</contract-sponsor><counts>
<fig-count count="1"/>
<table-count count="1"/><equation-count count="0"/><ref-count count="198"/><page-count count="13"/><word-count count="0"/></counts><custom-meta-wrap><custom-meta><meta-name>section-at-acceptance</meta-name><meta-value>Atherosclerosis and Vascular Medicine</meta-value></custom-meta></custom-meta-wrap>
</article-meta>
</front>
<body><sec id="s1" sec-type="intro"><label>1</label><title>Introduction</title>
<p>Cardiovascular diseases (CVDs) are the leading cause of death globally (<xref ref-type="bibr" rid="B1">1</xref>). In the majority of cases the underlying cause is atherosclerosis, a complex arterial pathology with multiple genetic and environmental risk factors. Atherogenesis is initiated in response to the trapping of low-density lipoproteins (LDL) in the intima and their acquisition of immunogenic properties through both enzymatic and oxidative modifications. The subsequent immune response involves interactions between many vascular and circulating cells and mediators, and frequently leads to a chronic inflammatory state due, at least in part, to defects in counter-regulatory mechanisms. Extensive evidence supports the inflammatory theory of atherosclerosis (<xref ref-type="bibr" rid="B2">2</xref>), and innate and adaptive immune cells have been shown to participate in all stages of the disease from its initiation to progression and plaque rupture or erosion (<xref ref-type="bibr" rid="B3">3</xref>). Moreover, atherosclerosis is a metabolic inflammatory disease, sensitive to changes in diet and strongly influenced by the intestinal microbiota.</p>
<p>Microbiota, refers to the collective microbial community inside and on the surface of the human body and plays a very important role in immune homeostasis and atherosclerosis. Several studies have determined the innate immune system as a link between gut dysbiosis and atherosclerosis, but less is known about the contribution of adaptive immunity to the process. In this review we are going to focus on how the gut microbiota influences the adaptive immune response and atherosclerosis, and how it could be modulated and targeted to alter the adaptive immune response to treat atherosclerosis.</p>
<sec id="s1a"><label>1.1</label><title>Atherosclerosis and adaptive immune system</title>
<p>The adaptive immune response is a specialized response activated through molecules (antigens) recognized by specialized, highly selected and clonally developed receptors, like immunoglobins (Ig) in B cells and T cell receptors (TCR) in T cells. Innate immune cells, mainly macrophages and dendritic cells (DC), act as antigen presenting cells (APC) and initiate the adaptive immune response. They drive the polarization of na&#x00EF;ve CD4<sup>&#x002B;</sup> and CD8<sup>&#x002B;</sup> T cells to effector and/or memory cells of specialized T helper (Th) or T regulatory (Tregs) -cell subsets through exposure of antigenic peptides on major histocompatibility complex (MHC) class I or II molecules, along with the engagement of co-stimulatory pathways and the action of different cytokines in secondary lymphoid organs (<xref ref-type="bibr" rid="B4">4</xref>). While Tregs have been proposed to have an atheroprotective role, Th cells exhibit different roles depending of the subtype (<xref ref-type="bibr" rid="B5">5</xref>). Th1 are atherogenic cells, while Th2, Th17 and Tfh may play contextual dependent atherogenic or atheroprotective roles. All types of CD4<sup>&#x002B;</sup> T cells have been found in atherosclerotic plaque lesions or the adventitia as well as in the blood of patients with atherosclerotic lesions (<xref ref-type="bibr" rid="B6">6</xref>).</p>
<p>Similarly, B cells are also important players in the adaptive immune response in atherosclerosis. There are different B cell subsets with different pro-atherogenic or atheroprotective functions depending on the main antibody type or the cytokine they secrete [reviewed in detail in (<xref ref-type="bibr" rid="B7">7</xref>)]. In general B1 (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>) and B2-Marginal Zone B cells (MZB) (<xref ref-type="bibr" rid="B10">10</xref>&#x2013;<xref ref-type="bibr" rid="B12">12</xref>) cells protect from atherosclerosis by secreting IgM antibodies in a T independent or dependent manner respectively. While B2-Follicular B (FOB) cells are considered atherogenic for promoting the formation of the Germinal Centre (GC) (<xref ref-type="bibr" rid="B13">13</xref>) response and atherogenic class switched IgG antibodies.</p>
</sec>
<sec id="s1b"><label>1.2</label><title>Gut microbiota</title>
<p>The human body contains a broad number of microorganisms (&#x223C;4&#x2009;&#x00D7;&#x2009;10<sup>13</sup> microbial cells) including bacteria, viruses, protozoa, archaea and fungi, which constitute the commensal microbiota that mainly resides in the gut. This commensal flora is unique to each individual and has a mutualistic relationship with its host. On one hand, it benefits from a constant supply of host substrates and in return, the host also benefits from bacterial activities that are important to keep a homeostatic physiological body balance (<xref ref-type="bibr" rid="B14">14</xref>) like fermentation of non-digestible substrates (i.e., dietary fibres); production of certain vitamins (i.e., vitamin E); maintenance of the correct functioning of the immune system; protection against infections; as well as, controlling the gut-brain communication network between the enteric and the central nervous system. Gut microbiota express over 3&#x2009;&#x00D7;&#x2009;10<sup>6</sup> of genes producing millions of metabolites with diverse functions in the host. Collectively, these genes expressed by the microbiota constitute the microbiome (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>). There are several factors that can modulate gut microbiota like host genetics, age and diet. Based on the Twins UK study (<xref ref-type="bibr" rid="B17">17</xref>) less than 10&#x0025; of the gut microbiota <italic>taxa</italic> may exhibit a heritable trait, thus in general environmental factors like diet are more important determinants of the microbiota composition. Several mouse and human studies have reproducibly shown that a more diverse gut microbiota is associated with a &#x201C;healthy gut&#x201D;, conversely, a dramatic imbalance in the composition and function of these microorganisms, termed as gut dysbiosis, leads to a decreased microbial diversity that translates into a &#x201C;leaky gut&#x201D; and systemic inflammation causing obesity, autoimmune diseases, type 2 diabetes and cardiovascular diseases (<xref ref-type="bibr" rid="B18">18</xref>). Many studies have demonstrated that a diverse gut can be achieved with a diverse diet (<xref ref-type="bibr" rid="B19">19</xref>), but other environmental factors like medication and blood clinical markers also have an important role. For example, in a recent large-scale human study integrating microbiota profiles with clinical blood markers, diet and medication, blood LDL levels were strongly negatively associated with gut diversity (<xref ref-type="bibr" rid="B20">20</xref>).</p>
<p>There are five major bacterial phyla in the intestinal flora: <italic>Bacteroidetes (</italic>includes genera like <italic>Bacteroides</italic> and <italic>Prevotella)</italic>; <italic>Firmicutes</italic> [includes genera like Clostridium (&#x223C;95&#x0025;), <italic>Lactobacillus</italic>, <italic>Bacillus</italic>, <italic>Enterococcus,</italic> and <italic>Ruminicoccus]</italic>; <italic>Actinobacteria</italic> (includes genera like <italic>Bifidobacterium)</italic>; <italic>Proteobacteria</italic>; <italic>Fusobacteria</italic> and <italic>Verrucomicrobia</italic> (<xref ref-type="bibr" rid="B21">21</xref>) that have distinct functions and are predominantly located in specific regions along the gut. In the lower intestine anaerobic bacteria are the predominant type particularly <italic>Bacteroides</italic>, <italic>Bifidobacteria</italic>, <italic>Fusobacteria</italic> and <italic>Peptostreptococci,</italic> while anaerobes and facultative aerobes such as <italic>Enterobacteria</italic> and <italic>Lactobacilli</italic> are present at moderate density (<xref ref-type="bibr" rid="B22">22</xref>). In homeostasis, more than 90&#x0025; of bacteria in both mice and human consist of <italic>Bacteroidetes</italic> and <italic>Firmicutes</italic> (<xref ref-type="bibr" rid="B23">23</xref>). An increased <italic>Firmicutes</italic>/<italic>Bacteroidetes</italic> (<italic>F</italic>/<italic>B</italic>) ratio has been associated with obesity (<xref ref-type="bibr" rid="B24">24</xref>) and CVDs (<xref ref-type="bibr" rid="B25">25</xref>), so for many years, this ratio has been widely considered to be a marker of gut health. However, this concept has been challenged by more recent studies on obesity [reviewed in (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B27">27</xref>)] and the same may apply to CVD, which has been lesser studied than obesity but further experiments are necessary to corroborate this.</p>
</sec>
<sec id="s1c"><label>1.3</label><title>Gut microbiota and atherosclerosis</title>
<p>Gut microbiota does regulate the risk factors (dyslipaemia, hypertension, obesity etc) [extensively reviewed in (<xref ref-type="bibr" rid="B28">28</xref>&#x2013;<xref ref-type="bibr" rid="B30">30</xref>)] and the regulators (immune and inflammatory cells and mediators) [extensively reviewed in (<xref ref-type="bibr" rid="B31">31</xref>)] that lead to atherosclerosis. Thus, there is no surprise that studies in germ-free animals (GF) have shown that the gut microbiota plays a prominent role in atherosclerosis. Unexpectedly, GF <italic>ApoE<sup>&#x2212;/&#x2212;</sup></italic> mice, with higher plasma and hepatic cholesterol levels, developed less atherosclerosis than conventionally raised (Conv) <italic>ApoE<sup>&#x2212;/&#x2212;</sup></italic> fed a control diet (early atherosclerosis model) (<xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B33">33</xref>). Conversely, there were no significant differences when feeding a high fat high cholesterol (HF HC) diet for 12 weeks to the same mice models (<xref ref-type="bibr" rid="B33">33</xref>) or for 16 weeks to Conv and GF <italic>LDLr<sup>&#x2212;/&#x2212;</sup></italic> (advanced atherosclerotic models) (<xref ref-type="bibr" rid="B34">34</xref>). These experiments suggest that gut microbiota may play a more significant role in early atherosclerosis, a time-point in which the adaptive immune response plays a more prominent role (<xref ref-type="bibr" rid="B35">35</xref>). Thus, further experiments are necessary to explore how gut microbiota could be modulating the adaptive immune response and its effect on early atherosclerosis.</p>
<p>In humans there are a very few and small-sized studies that have been performed to identify gut microbiota species that are different between individuals with atherosclerosis or other CVD and healthy controls (<xref ref-type="table" rid="T1">Table&#x00A0;1</xref>) (<xref ref-type="bibr" rid="B36">36</xref>&#x2013;<xref ref-type="bibr" rid="B55">55</xref>). Bacterial DNA resembling that in the gut is present in atherosclerotic plaques, but apart from a handful of descriptive studies there are not functional studies to understand the role of these bacteria in the plaque and if they could be associated with increased CV risk (<xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B53">53</xref>). Many different gut species have also been identified as significantly increased or decreased in patients vs. controls, but there is no consensus regarding species that are directly linked to increased risk (<xref ref-type="bibr" rid="B36">36</xref>&#x2013;<xref ref-type="bibr" rid="B55">55</xref>). Furthermore, while decreased <italic>alpha</italic>-diversity is associated with disease in general, only one study comparing controls and atherosclerotic patients found increased diversity in healthy vs. atherosclerotic patients (), so clearly larger epidemiological studies are needed to shed light into the relationship between gut microbiota and CVD. Using a considerable sample from the Framingham Heart Study it was shown that microbial diversity decreased with 10-year CVD risk, and this was mostly driven by BMI and lifestyle factors (<xref ref-type="bibr" rid="B54">54</xref>).</p>
<table-wrap id="T1" position="float"><label>Table 1</label>
<caption><p>List of clinical studies determining atherosclerotic plaque or gut microbiota composition in individuals with atherosclerosis and other associated cardiovascular diseases vs. healthy controls. CE, carotid endarectomy; SCA, subclinical carotid atherosclerosis; CAD, coronary artery disease; CAS, carotid atherosclerosis; A, atherosclerosis; CHD, coronary heart disease; CVD, cardiovascular disease; IHD, ischemic heart disease; AP, atherosclerotic plaques; F, faecal; 16S, 16S rRNA sequencing; MS, metagenomic shotgun sequencing; P, patients; C, control; TMAO, trimethylamine-N-Oxide; LPS, lipopolysaccharide; HDL-C, high density lipoprotein&#x2014;cholesterol; FHS, framingham heart study. TC, total cholesterol; LDL-C, low density lipoprotein; SCFAs, short-chain fatty acids; NS, not significant differences; NM, not measured. Terminal restriction fragment length polymorphism (T-RFLP).</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Condition</th>
<th valign="top" align="center">Country</th>
<th valign="top" align="center">Sample</th>
<th valign="top" align="center">Anal</th>
<th valign="top" align="center"><italic>N</italic></th>
<th valign="top" align="center">Gut microbiota in patients vs. controls</th>
<th valign="top" align="center">Clinical parameters</th>
<th valign="top" align="center"><italic>&#x03B1;</italic> diversity</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">CE (<xref ref-type="bibr" rid="B36">36</xref>)</td>
<td valign="top" align="left">Denmark</td>
<td valign="top" align="left">AP</td>
<td valign="top" align="left">MS</td>
<td valign="top" align="left">15SP vs. 7C</td>
<td valign="top" align="left">&#x2022; &#x2193;<italic>Porphyromonadaceae, Bacteroidaceae, Micrococcaceae, Streptococcaceae</italic><break/>&#x2022; &#x2191;<italic>Helicobacteraceae</italic> (<italic>H. pylori</italic>), <italic>Neisseriaceae</italic> (<italic>N. polysaccharea</italic>), <italic>Thiotrichaceae, Acinetobacter spp, Acidovorax spp</italic></td>
<td valign="top" align="left"/>
<td valign="top" align="left">NM</td>
</tr>
<tr>
<td valign="top" align="left">CE (<xref ref-type="bibr" rid="B37">37</xref>)</td>
<td valign="top" align="left">Sweden</td>
<td valign="top" align="left">AP</td>
<td valign="top" align="left">16S</td>
<td valign="top" align="left">12SP vs. 15AP</td>
<td valign="top" align="left">&#x2022; &#x2191;<italic>Allobaculum, Erycipelotrichaceae, Erysipelotrichales, B. elkanii</italic><break/>&#x2022; &#x2193;<italic>Coeynebacteriaceae, Corynebacterium</italic></td>
<td valign="top" align="left"/>
<td valign="top" align="left">NM</td>
</tr>
<tr>
<td valign="top" align="left">SCA (<xref ref-type="bibr" rid="B38">38</xref>)</td>
<td valign="top" align="left">Italy</td>
<td valign="top" align="left">F</td>
<td valign="top" align="left">16S<break/>MS</td>
<td valign="top" align="left">144P vs. 201C</td>
<td valign="top" align="left">&#x2022; &#x2191;<italic>Enterobacteriaceae (Escherichia, Shigella), Firmicutes [Oscillospira, Streptococcus (S. salivarius, S. parasanguinis, S. anginosus), Ruminococcus (R. obeum), Lactobacillaceae (L. gasseri, L. fermentum), Dorea (D. longicatena), Clostridium (C. leptum), Eubacteriaceae (Eu. ramulus], Lachnospiraceae (Coprococcus), Parabacteroides (Pa. goldsteinii</italic>)<break/>&#x2022; &#x2193;<italic>Bacteroides (B. uniformis, B. thetaiotaomicron), Ruminococcus (R. bromii), Firmicutes (F. prausnitzii)</italic></td>
<td valign="top" align="left">&#x2022; &#x2191;TMAO, LPS<break/>&#x2022; &#x2193;Butyrate</td>
<td valign="top" align="left">NM</td>
</tr>
<tr>
<td valign="top" align="left">CAD (<xref ref-type="bibr" rid="B39">39</xref>)</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">F</td>
<td valign="top" align="left">16S</td>
<td valign="top" align="left">70P vs. 98C</td>
<td valign="top" align="left">&#x2022; &#x2193;<italic>Firmicutes (Faecalibacterium, Roseburia, Eubacterium, Clostridium, Lachnospiraceae&#x002A;, Ruminococcaceae), Oscillospiraceae (Subdoligranulum, Flavonifractor)</italic><break/>&#x2022; &#x2191;<italic>Firmicutes (Phascolarctobacterium&#x002A;&#x002A;), Enterobacteriaceae (Escherichia, Shigella) Lactobacillaceae (Lactobacillus), Enterococcaceae (Enterococcus), Streptococcaceae (Lactococcus), Erycipelotrichia (Catenibacterium), Bacillus, Leuconostocaceae), Pseudomonadaceae (Pseudomonas)</italic></td>
<td valign="top" align="left">&#x2022; &#x2193;Butyrate, HDL-C<break/>&#x2022; &#x2191;TMAO&#x002A;, TC&#x002A;&#x002A;, LDL-C&#x002A;&#x002A;, HDL-C</td>
<td valign="top" align="left">NM</td>
</tr>
<tr>
<td valign="top" align="left">SCA (<xref ref-type="bibr" rid="B40">40</xref>)</td>
<td valign="top" align="left">Hungary</td>
<td valign="top" align="left">F</td>
<td valign="top" align="left">16S</td>
<td valign="top" align="left">14 twins</td>
<td valign="top" align="left">&#x2022; &#x2191;<italic>Firmicutes [Lachnospiraceae (Roseburia), Ruminococcacceae (Faecalibacterium)), Bacteroidaceae (Bacteroides), Actinobacteria, Eubacteriales (Blautia)</italic><break/>&#x2022; &#x2193;<italic>Bacteroidetes, Prevotellaceae</italic></td>
<td valign="top" align="left">&#x2022; &#x00A0;</td>
<td valign="top" align="left">NS</td>
</tr>
<tr>
<td valign="top" align="left">CAS (<xref ref-type="bibr" rid="B41">41</xref>)</td>
<td valign="top" align="left">Sweden</td>
<td valign="top" align="left">F</td>
<td valign="top" align="left">MS</td>
<td valign="top" align="left">12P vs. 13C</td>
<td valign="top" align="left">&#x2022; &#x2191;<italic>Firmicutes (Ruminococcus), Actinobacteria (Collinsella)</italic><break/>&#x2022; &#x2193;<italic>Firmicutes (Eubacterium, Roseburia)</italic></td>
<td valign="top" align="left">&#x2022; &#x00A0;</td>
<td valign="top" align="left">NM</td>
</tr>
<tr>
<td valign="top" align="left">A (<xref ref-type="bibr" rid="B42">42</xref>)</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">F</td>
<td valign="top" align="left">MS</td>
<td valign="top" align="left">218P vs. 187C</td>
<td valign="top" align="left">&#x2022; &#x2191;Enterobacteriaceae [E. coli, K. pneumoniae, K. oxytoca, E. aerogenes], Firmicutes (Streptococcus spp, L. salivarius, S. moorei, R. gnavus, unclassified Erysipelotrichaceae&#x002A;, C. nexile&#x002A;, S. anginosus&#x002A;), Actinobacteria (A. parvulum, E. lenta, B. dentium)<break/>&#x2022; &#x2193;Firmicutes (R. intestinalis, F. prausnitzii), Bacteroides (P. copri, A. shahii)</td>
<td valign="top" align="left">&#x2022; &#x2191;LPS, TMAO&#x002A;<break/>&#x2022; &#x2193;Lipid A synthesis</td>
<td valign="top" align="left">NS</td>
</tr>
<tr>
<td valign="top" align="left">CAD (<xref ref-type="bibr" rid="B43">43</xref>)</td>
<td valign="top" align="left">Japan</td>
<td valign="top" align="left">F</td>
<td valign="top" align="left">(T-RFLP)</td>
<td valign="top" align="left">39P vs. 30C vs. 50H</td>
<td valign="top" align="left">&#x2022; &#x2191;Firmicutes (Lactobacillales, Clostridium)<break/>&#x2022; &#x2193;Bacteroidetes (Bacteroides, Prevotella)</td>
<td valign="top" align="left">&#x2022; &#x00A0;</td>
<td valign="top" align="left">NM</td>
</tr>
<tr>
<td valign="top" align="left">SCA (<xref ref-type="bibr" rid="B44">44</xref>)</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">F</td>
<td valign="top" align="left">MS</td>
<td valign="top" align="left">569P</td>
<td valign="top" align="left">&#x2022; &#x2191;Firmicutes (Enterococcus, Turicibacter), Euryarcheota (Methanobrevibacter), Proteobacteria (helicobacter), Actinobacteria (Libanicoccus)<break/>&#x2022; &#x2193;Firmicutes (Faecalicatena), Bacteroides (Alistipes), Proteobacteria (Acinetobacter, Oligella)</td>
<td valign="top" align="left">&#x2022; &#x2193;Butyrate</td>
<td valign="top" align="left">Shannon index measured in multiple factors</td>
</tr>
<tr>
<td valign="top" align="left">SCA (<xref ref-type="bibr" rid="B45">45</xref>)</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">F</td>
<td valign="top" align="left">16S</td>
<td valign="top" align="left">32P vs. 32C</td>
<td valign="top" align="left">&#x2022; &#x2191;Firmicutes (Acidaminococcus, Christensenella, Lactobacillus)<break/>&#x2022; &#x2193;Firmicutes (Anaerostipes, Fusobacterium, Gemella, Parvimonas, Romboutsia, Clostridium)</td>
<td valign="top" align="left">&#x2022; &#x00A0;</td>
<td valign="top" align="left">NS</td>
</tr>
<tr>
<td valign="top" align="left">CHD (<xref ref-type="bibr" rid="B46">46</xref>)</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">F</td>
<td valign="top" align="left">16S</td>
<td valign="top" align="left">29P vs. 35H</td>
<td valign="top" align="left">&#x2022; &#x2191;Firmicutes (Clostridia), Bacteroides, Fusobacteria<break/>&#x2022; &#x2193;Proteobacteria, Bacteroidetes (Bacteroidia)</td>
<td valign="top" align="left">&#x2022; &#x00A0;</td>
<td valign="top" align="left">NS</td>
</tr>
<tr>
<td valign="top" align="left">CAD (<xref ref-type="bibr" rid="B47">47</xref>)</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">F</td>
<td valign="top" align="left">16S</td>
<td valign="top" align="left">161P vs. 40C</td>
<td valign="top" align="left">&#x2022; &#x2193;Firmicutes [Lachnospiraceae Roseburia), Ruminococcaceae (Faecalibacterium)]<break/>&#x2022; &#x2191;Firmicutes (Veillonella), Proteobacteria (Haemophilus, Klebsiella)</td>
<td valign="top" align="left">&#x2022; &#x2193;Butyric acid<break/>&#x2022; &#x2191;LPS</td>
<td valign="top" align="left">NS for SCAD and controls<break/>&#x002A;&#x002A; for UA and MI</td>
</tr>
<tr>
<td valign="top" align="left">CAS (<xref ref-type="bibr" rid="B48">48</xref>)</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">F</td>
<td valign="top" align="left">MS</td>
<td valign="top" align="left">31P vs. 51C</td>
<td valign="top" align="left">&#x2022; &#x2193;Bacteroidetes (Prevotellaceae), Proteobacteria (Pasteurellaceae, Haemophilus, E. coli&#x002A;&#x002A;, Halomonas unclassified&#x002A;&#x002A;, K. pneumoniae, Pantoea unclassified), Firmicutes (A. defectiva, A. intestini, G. haemolysans, L. mucosae, L. lactis, M. elsdenii, R. sp JC304, S. anginosus, T. sanguinis, Turibacter unclassified)<break/>&#x2022; &#x2191;Bacteroidetes (B. sp 3_1_19, P. unclassified, P copri&#x002A;)</td>
<td valign="top" align="left">&#x2022; &#x2193;SCFAs, LPS&#x002A;, TMAO&#x002A;&#x002A;<break/>&#x2022; &#x2191;LPS, SCFAs</td>
<td valign="top" align="left">NS</td>
</tr>
<tr>
<td valign="top" align="left">CVD (<xref ref-type="bibr" rid="B49">49</xref>)</td>
<td valign="top" align="left">India</td>
<td valign="top" align="left">B</td>
<td valign="top" align="left">16S</td>
<td valign="top" align="left">80P vs. 4&#x00B0; C</td>
<td valign="top" align="left">&#x2022; &#x2191;Actinobacteria (Propionibacteriaceae, Corynebacterium, Rhodococcus, Mycobacterium, Bifidobacterium, Brachybacterium, Clavibacter, Nocardia, Kocuria, Mobiluncus, Arthrobacter, Actinobacillus, Acinetobacter, Streptomyces, Cellulomonas, Leifsonia), Firmicutes (Streptococcus, Bacillus, Acidaminococcus, Micrococcus), Bacteroidetes, Chlorobi, Chrloroflexi, Cyanobacteria, Acidobacteria, Deinococcus-Thermus, Gemmatimonadetes, Thermotogae, Rhizobiales, Rhodobacterales, Enterobacteriales (Sinorhizobium, Myxobacterium, Escherichia, Bradyrhizobium, Methylobacterium)<break/>&#x2022; &#x2193;Proteobacteria (Pseudomonadaceae, Pseudomonas, Rhodopseudomonas, Escherichia, Shigella, Paracoccus)</td>
<td valign="top" align="left">&#x2022; &#x00A0;</td>
<td valign="top" align="left">NM</td>
</tr>
<tr>
<td valign="top" align="left">CVD (<xref ref-type="bibr" rid="B50">50</xref>)</td>
<td valign="top" align="left">USA</td>
<td valign="top" align="left">F</td>
<td valign="top" align="left">16S</td>
<td valign="top" align="left">55HR vs. 50LR</td>
<td valign="top" align="left">&#x2022; &#x2191;Bacteroidetes (Prevotella, Bacteroidales), Firmicutes (Tyzzerella, Coprococcus) Proteobacteria (Enterobacter, Thalassospira), Euryarcheota (Methanobrevibacter)<break/>&#x2022; &#x2193;Bacteroidetes (Paraprevotella, Alloprevotella), Firmicutes (Megamonas, Catenibacterium, Megasphaera, Ruminococcus, Christensenellaceae)</td>
<td valign="top" align="left">&#x2022; &#x00A0;</td>
<td valign="top" align="left">NS</td>
</tr>
<tr>
<td valign="top" align="left">Twins (<xref ref-type="bibr" rid="B51">51</xref>)</td>
<td valign="top" align="left">UK</td>
<td valign="top" align="left">F</td>
<td valign="top" align="left">16S</td>
<td valign="top" align="left">617 women</td>
<td valign="top" align="left">&#x2022; &#x2193;Ruminococcaceae, Rikenellaceae, Clostridiaceae, Collinsella aerofaciens, Barnesiellaceae, Odoribacter</td>
<td valign="top" align="left">&#x2022; &#x00A0;</td>
<td valign="top" align="left">NS</td>
</tr>
<tr>
<td valign="top" align="left">IHD (<xref ref-type="bibr" rid="B52">52</xref>)</td>
<td valign="top" align="left">Denmark<break/>France<break/>Germany</td>
<td valign="top" align="left">F</td>
<td valign="top" align="left">MS</td>
<td valign="top" align="left">372P vs. 275C</td>
<td valign="top" align="left">&#x2022; &#x2193;Proteobacteria (Acinetobacter, T. muris, Acetobacter, P. excrementihominis), Bacteroidetes (B. intestinalis, C. secundus, Alistipes unclassified), Firmicutes (Clostridiales unclassified, R. callidus, Dorea, C. comes, L. rogosae, R. timonensis, Lachnoclostridium unclassified, Butyricicoccus unclassified, E. ramulus), Actinobacteria (Eggerthella)<break/>&#x2022; &#x2191;Betaproteobacteria (B. pseudomallei), Firmicutes (M. timinensis, Lachnoclostridium unclassified, oscillibacter unclassified, E. tayi, S. intestinalis, M. faecis, C. leptum, C. symbiosum, H. hathewayi 2), Proteobacteria (Burkholderiales unclassified), Bacteoidetes (B. clarus), Actinobacteria (C. bouchesdurhonensis, B. dentium)</td>
<td valign="top" align="left"/>
<td valign="top" align="left">NM</td>
</tr>
<tr>
<td valign="top" align="left">Stroke (<xref ref-type="bibr" rid="B53">53</xref>)</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">F</td>
<td valign="top" align="left">16S</td>
<td valign="top" align="left">141P vs. 94C</td>
<td valign="top" align="left">&#x2022; &#x2191;Proteobacteria [Enterobacter, Deltaproteobacteria (Desulfovibrionales, Desulfovibrionaceae, Desulfovibrio)], Bacteroidetes (Porphyromonadaceae, Parabacteroides, Rikenellaceae, Alistipes), Firmicutes (Megasphaera, Lactobacillus, Lactobacillaceae, Eubacteriaceae, Eubacterium, Oscillibacter, Subdoligranulum), Synergistaceae<break/>&#x2022; &#x2193;Proteobacteria (Shewanella, Shewanellaceae), Bacteroidetes (Bacteroidales, Bacteroidia, Paraprevotella, Prevotella, Prevotellaceae), Firmicutes (Faecalibacterium, Anaerosporobacter)</td>
<td valign="top" align="left">&#x2022; &#x2193;TMAO</td>
<td valign="top" align="left">NS</td>
</tr>
<tr>
<td valign="top" align="left">FHS (<xref ref-type="bibr" rid="B54">54</xref>)</td>
<td valign="top" align="left">USA</td>
<td valign="top" align="left">F</td>
<td valign="top" align="left">16S</td>
<td valign="top" align="left">1423</td>
<td valign="top" align="left">&#x2022; &#x2191;Ruminococcus, Sutterella, Roseburia, Clostridiales, Dorea<break/>&#x2022; &#x2193;Lachnospiraceae, Oscillospira, Blautia producta, Bilophila</td>
<td valign="top" align="left">&#x2022;</td>
<td valign="top" align="left">NS</td>
</tr>
<tr>
<td valign="top" align="left">FHS (<xref ref-type="bibr" rid="B55">55</xref>)</td>
<td valign="top" align="left">USA</td>
<td valign="top" align="left">F</td>
<td valign="top" align="left">MS<break/>LC-MS</td>
<td valign="top" align="left">1429</td>
<td valign="top" align="left">&#x2022; &#x2191;Oscilibacter (Alistipes), Ruminococcus (C. bolteae, F. plautii, B obeum, B vulgatus, C. clostridioforme), Parabacteroides merdae, Firmicutes, Methanobrevibacter smithii,<break/>&#x2022; &#x2193;Oscilobacter (Alistipes obesi)</td>
<td valign="top" align="left">&#x2022; &#x2191;dicarboxylic acids<break/>&#x2022; &#x2191;&#x03B3;BB (TMAO)</td>
<td valign="top" align="left"/>
</tr>
</tbody>
</table>
</table-wrap>
<p>Despite not specific species have been identified, there is growing evidence on how specific gut microbiota products and metabolites are linked to increased risk of atherosclerosis (p.e. LPS and TMAO), while others exhibit atheroprotective properties [p.e. short chain fatty acids (SCFA)] [reviewed extensively in (<xref ref-type="bibr" rid="B57">57</xref>, <xref ref-type="bibr" rid="B58">58</xref>)]. These metabolites also influence the adaptive immune response, an in general those atherogenic metabolites favor proinflammatory subsets while atheroprotective metabolites enhance anti-inflammatory adaptive immune cells (<xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref>) as it will be summarised below.</p>
<fig id="F1" position="float"><label>Figure 1</label>
<caption><p>Interactions between metabolites, gut microbiota and adaptive immune cells and their effect on atherosclerosis. In this graph it is summarized how gut microbiota species and derived metabolites regulate activation and cytokine and antibody secretion of the different adaptive immune cell subsets. On one hand, atheroprotective SCFA increase TI-IgM secretion by MZB cells; IL10-Th1/Th17 secreting cells; Tregs; Bregs; IgA-producing PC and CD8T cells. On the other hand, pro-atherogenic TMAO and/or LPS activate TD-IgM secretion by MZB cells; Th1 and Th17 cells. The metabolites that activate Th2, Tfh and FOB have not been characterized yet. SCFAs, short chain fatty acids; LPS, lipopolysaccharide; TMAO, trimethylamine N-oxide; MZB, Marginal Zone B cells; Th, T helper cells; Tfh, T follicular helper cells; Tregs, T regulatory cells; Bregs, B regulatory cells; PC, plasma cells; FOB, Follicular B cells; PSA, polysaccharide A; GSGG, beta-glycan/galactan; SFB, Segmented filamentous bacteria; SPF, specific pathogen free; TI-IgM, T-independent immunoglobulin M; TD-IgM, T-dependent immunoglobulin M; IgA, immunoglobulin A; IL, interleukin; IFN&#x03B3;, interferon &#x03B3;; GZB, granzyme B.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fcvm-12-1502124-g001.tif"/>
</fig>
</sec>
<sec id="s1d"><label>1.4</label><title>Gut microbiota and the adaptive immune response and its potential role on atherosclerosis</title>
<p>For many years, special attention was paid to the role of the gut microbiota in the gastrointestinal tract and associated tertiary lymphoid structures. More recently, it has been shown that the gut microbiota exerts a remote effect, and may affect the immune response systemically (<xref ref-type="bibr" rid="B59">59</xref>, <xref ref-type="bibr" rid="B60">60</xref>). One reason for this is that gut microbiota releases active metabolites and molecules (p.e. LPS, TMAO or SCFA) that can interact with remotely located organs and affect systemic immune responses and atherosclerosis. Another reason for this is because immune cells that change locally due to diet and gut composition in mesenteric lymphoid nodes migrate to the periphery fueling T cell accumulation within atherosclerotic lesions (<xref ref-type="bibr" rid="B61">61</xref>). Bellow we will summarize how the different immune cell subsets can be modulated by gut microbiota locally and/or systemically and how this can impact the development of atherosclerosis.</p>
<sec id="s1d1"><label>1.4.1</label><title>Cd4&#x002B; T cells</title>
<sec id="s1d1a"><label>1.4.1.1</label><title>Th1 cells</title>
<p>Th1 cells express the transcription factor <italic>T-bet</italic> and signal transducer and activator of transcription 4 (STAT-4), and secrete interferon &#x03B3; (IFN- &#x03B3;), interleukin 2 (IL-2), IL-3, tumour necrosis factor (TNF) and lymphotoxin (<xref ref-type="bibr" rid="B62">62</xref>, <xref ref-type="bibr" rid="B63">63</xref>). Experimental mouse models have shown that Th1 cells are pro-atherogenic [reviewed in (<xref ref-type="bibr" rid="B5">5</xref>)] and are the dominant CD4<sup>&#x002B;</sup> T cells in human atherosclerotic lesions (<xref ref-type="bibr" rid="B64">64</xref>&#x2013;<xref ref-type="bibr" rid="B66">66</xref>).</p>
<p>Several gut bacteria species (<italic>p.e. Klebsiella</italic> and <italic>E. coli</italic> strains from the <italic>Enterobacteriaceae</italic> family) have been shown to locally modulate Th1 polarization in both mice (<xref ref-type="bibr" rid="B67">67</xref>) and humans (<xref ref-type="bibr" rid="B68">68</xref>). In accordance with this, <italic>Enterobacteriaceae</italic> were also significantly increased in the <italic>faeces</italic> of different atherosclerotic cohorts compared to healthy controls (<xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B50">50</xref>) that could potentially contributted to the development of the disease. As expected, atheroprotective SCFAs like butyrate were shown to inhibit <italic>T-bet</italic> and IFN&#x03B3; (<xref ref-type="bibr" rid="B42">42</xref>), skewing Th1 differentiation into anti-inflammatory IL-10-secreting in a G-coupled protein receptor (GPR)-43 dependent-manner in experimental mouse models of colitis and in human T cells (<xref ref-type="bibr" rid="B69">69</xref>). On the contrary, pro-atherogenic LPS and TMAO were shown to enhance the polarization of pro-inflammatory macrophages resulting in the expansion and proliferation of Th1 and Th17 cells in advance mouse models of atherosclerosis (<xref ref-type="bibr" rid="B70">70</xref>, <xref ref-type="bibr" rid="B71">71</xref>).</p>
</sec>
<sec id="s1d1b"><label>1.4.1.2</label><title>Th2 cells</title>
<p>Th2 cells express the transcription factor <italic>GATA3</italic> and secrete IL-4, IL-5, IL-10 and IL-13 (<xref ref-type="bibr" rid="B72">72</xref>). Because Th2 signature cytokines can counteract the Th1 pro-inflammatory response, they were initially considered protective in atherosclerosis. But now we know, that while IL-5, IL-10 and IL-13 are atheroprotective, controversial results have been found regarding IL-4 [reviewed in (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B73">73</xref>)]. As expected, those species that enhance a Th1 response have been shown to limit a Th2 response (p.e. <italic>Lactobacillus</italic> strains and <italic>B. fragilis)</italic> (<xref ref-type="bibr" rid="B67">67</xref>, <xref ref-type="bibr" rid="B74">74</xref>).</p>
</sec>
<sec id="s1d1c"><label>1.4.1.3</label><title>Th17 cells</title>
<p>Th17 cells expressing the transcription factor RAR-related orphan receptor (<italic>ROR</italic>) &#x03B3;t, are activated by IL-23 and secrete IL-17. Their role in atherosclerosis remains controversial as both atherogenic (<xref ref-type="bibr" rid="B75">75</xref>, <xref ref-type="bibr" rid="B76">76</xref>) and atheroprotective (<xref ref-type="bibr" rid="B77">77</xref>) effects have been described.</p>
<p>Th17, especially those located in the intestine, are among the T cells that are more amenable by the gut microbiota and their interactions have been widely studied in autoimmune and metabolic diseases. In fact, mouse studies have shown that the gut microbiota is essential for Th17 differentiation (<xref ref-type="bibr" rid="B78">78</xref>, <xref ref-type="bibr" rid="B79">79</xref>). Colonization of GF mice intestine with segmented filamentous bacteria (SFB), gram-positive bacteria and <italic>Prevotella</italic> induced Th17 differentiation and promoted secretion of IL-17 and IL-22 (<xref ref-type="bibr" rid="B67">67</xref>, <xref ref-type="bibr" rid="B80">80</xref>&#x2013;<xref ref-type="bibr" rid="B83">83</xref>). In a similar manner to Th1, SCFA inhibit ROR&#x03B3;t and Th17 differentiation (<xref ref-type="bibr" rid="B74">74</xref>) and promote Th17 IL-10-secreting cells through inhibition of histone deacetylase (HDAC) and activation of mTOR in a GPR-43 independent manner (<xref ref-type="bibr" rid="B84">84</xref>). In atherosclerosis, <italic>LDLr<sup>&#x2212;/&#x2212;</sup></italic> mice fed a HF/HC diet supplemented with a cocktail of peptides that can modify the growth from a HF/HC diet derived gut microbiota toward a low-fat diet one, lead to a significant increase of Tregs and a decrease of Th17 reducing atherosclerosis (<xref ref-type="bibr" rid="B85">85</xref>).</p>
</sec>
<sec id="s1d1d"><label>1.4.1.4</label><title>Tfh cells</title>
<p>Tfh cells express the transcription factor <italic>Bcl-6</italic> and the chemokine receptors CXCR5, ICOS and PD1. They are a specialized subset of CD4<sup>&#x002B;</sup> T cells that provide help to B cells and are essential for germinal center formation, affinity maturation and the development of high affinity antibodies and memory B cells (<xref ref-type="bibr" rid="B86">86</xref>). They are atheroprotective by modulating IgM secretion of MZB cells (<xref ref-type="bibr" rid="B10">10</xref>&#x2013;<xref ref-type="bibr" rid="B12">12</xref>).</p>
<p>The relationship between gut microbiota and Tfh is mutual, not only does gut microbiota affect Tfh differentiation and function but Tfh also shapes gut microbiota through receptors that are able to sense the gut microbiota and to produce an appropriate ecosystem for its development. So, on one hand <italic>P2X7</italic> (<xref ref-type="bibr" rid="B87">87</xref>) and PD1 (<xref ref-type="bibr" rid="B88">88</xref>) on Tfh are necessary to secrete gut microbiota specific IgA antibodies and to maintain a more diverse microbiota. And on the other hand, Tfh differentiation are absent in GF mice and restored upon microbial transplant in a TLR2-MyD88 dependent manner (<xref ref-type="bibr" rid="B89">89</xref>). Also, SFB in Peyer&#x0027;s patches were shown to enhance pro-inflammatory Tfh differentiation by restricting IL-2 access to CD4<sup>&#x002B;</sup> T cells in a dendritic cell dependent manner and favoring <italic>Bcl-6</italic> expression in the gut of a mouse model of arthritis (<xref ref-type="bibr" rid="B90">90</xref>).</p>
</sec>
<sec id="s1d1e"><label>1.4.1.5</label><title>Treg cells</title>
<p>Treg cells express the transcription factor <italic>FoxP3</italic> and secrete anti-inflammatory cytokines like IL-10, TGF-<italic>&#x03B2;</italic>, and IL-35 (<xref ref-type="bibr" rid="B91">91</xref>). They preserve immune tolerance, block excessive inflammation and have an immune suppressive activity (<xref ref-type="bibr" rid="B92">92</xref>). They exhibit a prominent atheroprotective role (<xref ref-type="bibr" rid="B93">93</xref>&#x2013;<xref ref-type="bibr" rid="B96">96</xref>) and clinical trials using low dose IL-2 (which increases Tregs) have been initiated to treat ischaemic heart disease (<xref ref-type="bibr" rid="B97">97</xref>, <xref ref-type="bibr" rid="B98">98</xref>). Interestingly, low dose IL-2 has been shown to affect gut microbiota in mice and humans (<xref ref-type="bibr" rid="B99">99</xref>) so this interaction may have important therapeutical implications.</p>
<p>Both intestinal and peripheral Treg cells differentiation are regulated by SCFA in a GPR-43-dependent manner (<xref ref-type="bibr" rid="B100">100</xref>). Moreover, butyrate and propionate enhance extrathymic Treg production activating intronic enhancer <italic>CNS1</italic> (<xref ref-type="bibr" rid="B101">101</xref>) or inhibiting HDAC (<xref ref-type="bibr" rid="B101">101</xref>, <xref ref-type="bibr" rid="B102">102</xref>) respectively. As expected, in atherosclerosis, <italic>ApoE<sup>&#x2212;/&#x2212;</sup></italic> mice fed a HF/HC diet supplemented with propionic acid developed less atherosclerotic plaques than those that were not supplemented due to increased Treg cell numbers and lL-10 levels in the gut microenvironment (<xref ref-type="bibr" rid="B103">103</xref>). And these effects were reverted when blocking IL-10R. The promising beneficial effects of propionic acid are all based in animal studies, thus an exhaustive toxicity and safety study should be run before being able to think in translational studies. Other microbiota derived metabolites like polysaccharide A produced by <italic>B. fragilis</italic> (<xref ref-type="bibr" rid="B104">104</xref>) and beta-glycan/galactan produced by <italic>B. bifidum</italic> also promote expansion of Treg cells and IL-10 production in a TLR2 signalling dependent manner (<xref ref-type="bibr" rid="B105">105</xref>). Several specific strains, like <italic>Lactobacillus casei</italic> (<xref ref-type="bibr" rid="B106">106</xref>), <italic>L. reuteri</italic> (<xref ref-type="bibr" rid="B107">107</xref>), <italic>L. murinus</italic> (<xref ref-type="bibr" rid="B108">108</xref>) and <italic>L. acidophilus</italic> strain <italic>L-92</italic> (<xref ref-type="bibr" rid="B109">109</xref>) have been associated with increased production of Tregs in small experimental animal models.</p>
</sec>
</sec>
<sec id="s1d2"><label>1.4.2</label><title>Cd8<sup>&#x002B;</sup> T cells</title>
<p>Similarly to CD4<sup>&#x002B;</sup> T cells, CD8<sup>&#x002B;</sup> T cells are generated in the thymus and express the TCR but they recognize antigens presented by MHC class I (located in all nucleated cells). They participate in the host defense against intracellular pathogens and tumor surveillance. They secrete effector cytokines like IFN&#x03B3; and TNF<italic>&#x03B1;</italic> but they also have a cytotoxic function by secreting perforins and granzymes (GZ). In human plaques it has been reported that their percentage is lower than CD4<sup>&#x002B;</sup> T cells but, as the disease advances, and specifically in lesions susceptible to rupture, they account for up to half of the T cell population (<xref ref-type="bibr" rid="B110">110</xref>&#x2013;<xref ref-type="bibr" rid="B112">112</xref>). Experimental animal models and single cell transcriptomics of human atherosclerotic plaques have shown that GZB and GZK producing CD8<sup>&#x002B;</sup> T cells enhance the development of atherosclerosis (<xref ref-type="bibr" rid="B112">112</xref>&#x2013;<xref ref-type="bibr" rid="B114">114</xref>).</p>
<p>CD8<sup>&#x002B;</sup> T cells are reduced in GF mice, and several species have been shown to enhance their activation (<xref ref-type="bibr" rid="B102">102</xref>, <xref ref-type="bibr" rid="B115">115</xref>&#x2013;<xref ref-type="bibr" rid="B117">117</xref>). Controversial results have been shown about the impact of butyrate and propionate on CD8<sup>&#x002B;</sup> T cells, some showing an inhibitory effect (<xref ref-type="bibr" rid="B118">118</xref>), while others an stimulatory effect by enhancing their IFN&#x03B3; and GZB secretion in a GPR-41/43 independent manner inhibiting HDAC (<xref ref-type="bibr" rid="B115">115</xref>). Thus, experimental studies supplementing with SCFA to increase Tregs will need to check that they do not enhance proatherosclerotic CD8&#x002B; T cells.</p>
</sec>
<sec id="s1d3"><label>1.4.3</label><title>B lymphocytes</title>
<p>B cells play important roles in both innate and adaptive immune responses. They undergo hypersomatic mutations and become antibody-producing cells (GC, plasmablasts and plasma cells). Antibodies are glycoproteins of the Ig family that are attached to the B cell membranes serving as B cell receptor (BCR) for antigens or can be secreted into the extracellular space and the circulation where they bind to auto- or foreign antigens. Several studies have shown that bacterial antigens are essential for the maturation, differentiation and antibody secretion of all B cells.</p>
<sec id="s1d3a"><label>1.4.3.1</label><title>Follicular B cells (FOB)</title>
<p>FOB cells are B2 cells that are located in the follicles in the spleen and can circulate in both mice and humans between other secondary lymphoid organs like Peyer&#x0027;s patches in the gut (<xref ref-type="bibr" rid="B119">119</xref>). They produce class switch antibodies in a T-cell dependent manner through the activation of BCR, TLR and BAFF/APRIL signaling pathways. They are activated in the follicles by Tfh entering the GC response and generating PC and high affinity antibodies (IgG, IgA, IgE etc). Both, FOB and GC B are considered proatherogenic (<xref ref-type="bibr" rid="B120">120</xref>&#x2013;<xref ref-type="bibr" rid="B123">123</xref>).</p>
<p>sIgA are the first line of defense in protecting the mucosal tissues from infections and maintaining gut homeostasis within the microbiota (<xref ref-type="bibr" rid="B124">124</xref>&#x2013;<xref ref-type="bibr" rid="B126">126</xref>). They are produced by B cells in the Peyer patches and are induced by food antigens and gut bacteria [p.e. gut microbiota derived SCFA and <italic>Bacteroidetes</italic> are indispensable to generate IgA producing PC by inhibiting HDAC and boosting PC differentiation signalling pathways (like Xbp1) (<xref ref-type="bibr" rid="B127">127</xref>)]. Very little is known about the potential role of IgA in atherosclerosis. On one hand, ApoE<italic><sup>&#x2212;/&#x2212;</sup></italic> atherosclerotic mice have higher IgA levels than <italic>C57Bl6</italic> WT mice (<xref ref-type="bibr" rid="B128">128</xref>). And in humans, high levels of sIgA in blood have recently been associated with increased severity of atherosclerosis in the Rotterdam Study (<xref ref-type="bibr" rid="B129">129</xref>). But on another hand, sIgA also have atheroprotective properties like maintaining a diverse microbiota and facilitating Tregs activation (<xref ref-type="bibr" rid="B130">130</xref>). Thus, mouse and human studies are needed to clarify the exact role of sIgA in atherosclerosis.</p>
<p>Gut microbiota also has an important role in regulating the rest of the Ig repertoire besides IgA, but it has been less studied. Using <italic>ApoE<sup>&#x2212;/&#x2212;</sup></italic> mice treated with high spectrum antibiotics, Chen et al. demonstrated that gut microbiota is an important trigger for the recruitment and activation of pro-atherogenic B2 cells producing IgG in perivascular fat (<xref ref-type="bibr" rid="B131">131</xref>). Further studies are needed to establish the importance of gut microbiota in antibody class switching.</p>
</sec>
<sec id="s1d3b"><label>1.4.3.2</label><title>Marginal zone B cells (MZB)</title>
<p>MZB cells reside only in the outer layer of the follicles in the spleen in mice. But in humans unswitched MZ-like cells account for the majority of the activated B cells in blood (<xref ref-type="bibr" rid="B132">132</xref>). We have previously shown that in response to a high fat high cholesterol (HF/HC) diet, MZB cells protect from atherosclerosis by limiting Tfh cells in a Pdl1-dependent manner downstream of TLR and BCR signalling pathways (<xref ref-type="bibr" rid="B10">10</xref>). LPS levels were significantly increased in <italic>LDLr<sup>&#x2212;/&#x2212;</sup></italic> fed a HF/HC so we hypothesize that gut microbiota is necessary to activate MZB cells atheroprotective programme and further experiments are needed to test if the absence of TLRs specifically in MZB cells would affect their activation and function in the atherosclerotic context.</p>
<p>MZB cells are not affected in GF mice, but several studies have shown that gut microbiota is important in their development and antibody secretion. Mice with a restricted flora (RF) (rich in <italic>Firmicutes</italic>) show a complete deletion of MZB cells while their development was normal in SPF mice (rich in <italic>Bacteroidetes</italic>) (<xref ref-type="bibr" rid="B133">133</xref>). Regarding their BCR repertoire, human MZB cell precursors migrate to the gut associated lymphoid tissue (GALT) for somatic hypermutation and this process is regulated by gut commensals (<xref ref-type="bibr" rid="B134">134</xref>, <xref ref-type="bibr" rid="B135">135</xref>). Furthermore, T independent IgM secretion by MZB cells depend on the presence of peri-MZ neutrophils that colonize that area after post-natal microbial colonization (<xref ref-type="bibr" rid="B136">136</xref>) as well as on GPR43, as its deletion in MZB cells, decreases expression of surface proteins (CD21, CD1d, CD24, IgM, etc) and enhances the formation of T-independent IgM antibodies and anti-dsDNA autoantibodies (<xref ref-type="bibr" rid="B137">137</xref>).</p>
</sec>
<sec id="s1d3c"><label>1.4.3.3</label><title>B1 cells</title>
<p>In mice B1 cells reside in the peritoneum and the pleural cavities and are divided into B1-a and B1-b cells. Their human counterparts have started to be identified (<xref ref-type="bibr" rid="B138">138</xref>). Experimental mice models have shown that B1 cells protect from atherosclerosis in a T cell independent manner by generating natural IgM antibodies (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B139">139</xref>). Although B1 cells can also migrate to the intestines, their contribution to the total IgA plasma pool is minimal as demonstrated using gnotobiotic Ig allotype chimeric mice (<xref ref-type="bibr" rid="B140">140</xref>). Similarly, to MZB cells, commensal microbe and post-natal microbial colonization drives the pre-immune B cell repertoire of B1 cells and the concomitant development of IgA and IgM secreting PC (<xref ref-type="bibr" rid="B141">141</xref>, <xref ref-type="bibr" rid="B142">142</xref>). It has been described that in aging there is an accumulation of pro-inflammatory B1 cells that express 4-1BBL leading to insulin resistance due to a significant decrease of anti-inflammatory <italic>A. muciniphila</italic> in the gut (<xref ref-type="bibr" rid="B143">143</xref>).</p>
</sec>
<sec id="s1d3d"><label>1.4.3.4</label><title>B regulatory (Breg) cells</title>
<p>Breg cells exert immunosuppressive and regulatory functions. They increase in response to proinflammatory IL-6, IL-1&#x03B2;, IL-21, BAFF and GM-CSF and secrete IL-10 (<xref ref-type="bibr" rid="B144">144</xref>). In general, they exhibit an atheroprotective role (<xref ref-type="bibr" rid="B145">145</xref>), despite it might be through other functions independently of IL10 secretion (<xref ref-type="bibr" rid="B146">146</xref>).</p>
<p>Gut microbiota is necessary for splenic and MLN Breg cells differentiation as well as IL-10 and IL-35 secretion (<xref ref-type="bibr" rid="B147">147</xref>). Mice with aberrant or lack of gut microbiota do not develop IL-10-secreting Breg cells in an IL-6/IL-1B (<xref ref-type="bibr" rid="B147">147</xref>) and a TLR2/TLR9 ligands dependent manner (<xref ref-type="bibr" rid="B148">148</xref>, <xref ref-type="bibr" rid="B149">149</xref>). As expected, <italic>Clostridia</italic> (that is the main strain that produces SCFA) induces the secretion of IL-10 by Bregs (<xref ref-type="bibr" rid="B150">150</xref>).</p>
</sec>
</sec>
</sec>
<sec id="s1e"><label>1.5</label><title>How we could target the gut microbiota to treat atherosclerosis regulating the adaptive immune response</title>
<sec id="s1e1"><label>1.5.1</label><title>Probiotics</title>
<p>Probiotics are live microorganisms that are beneficial for the host&#x0027;s health when administered in sufficient amounts (<xref ref-type="bibr" rid="B151">151</xref>). They can be used to combat gut microbiome dysbiosis, inhibiting the growth of harmful bacteria and &#x201C;triggering&#x201D; the growth of beneficial bacteria (<xref ref-type="bibr" rid="B152">152</xref>). To be considered a probiotic there has to be scientific evidence (<xref ref-type="bibr" rid="B153">153</xref>), nevertheless much of this scientific evidence relies on small sample sized studies that also lack appropriate controls. Thus, there is an urgent need for larger studies and meta-analyses to elucidate the effects of probiotics across different diseases and populations. The most frequently used probiotics, found in fermented dairy such as yoghurt are from <italic>Lactobacillus</italic> and <italic>Bifidobacterium</italic> genera and have shown to modulate both the adaptive immune responses in a strain dependent manner [reviewed extensively in (<xref ref-type="bibr" rid="B154">154</xref>)] and dyslipemia in hypercholesterolemic patients (<xref ref-type="bibr" rid="B155">155</xref>) but not in normocholesterolemics (<xref ref-type="bibr" rid="B156">156</xref>). In experimental mice models, administration of <italic>Akkermansia muciniphila</italic> (an intestinal commensal with anti-inflammatory properties) to <italic>ApoE<sup>&#x2212;/&#x2212;</sup></italic> mice reduced atherosclerosis due to decreased endotoxemia (<xref ref-type="bibr" rid="B157">157</xref>) but did not affect neointima formation in <italic>ApoE3-Leiden</italic> mice (<xref ref-type="bibr" rid="B158">158</xref>). The effect of probiotics on the adaptive immune response during atherosclerosis remains unexplored.</p>
</sec>
<sec id="s1e2"><label>1.5.2</label><title>Prebiotics</title>
<p>Prebiotics are indigestible compounds found in certain foods that selectively nourish beneficial bacteria in the gut improving host wellbeing (<xref ref-type="bibr" rid="B159">159</xref>). They can be naturally occurring in fruit, vegetables or whole grains or can be made synthetically. Nondigestible carbohydrates, including oligosaccharides and polysaccharides are the most popular prebiotics (<xref ref-type="bibr" rid="B160">160</xref>, <xref ref-type="bibr" rid="B161">161</xref>). They primarily influence the adaptive immune system indirectly promoting probiotics&#x2019; growth [extensively summarized in (<xref ref-type="bibr" rid="B162">162</xref>)], or via altering metabolite production (p.e. increasing SCFA production). Polyphenols, found in tea, vegetable and cereals modulate the gut microbiota and have been reported to have prebiotic effects via enhancing the growth of probiotic families including <italic>Lactobacilli</italic>, inhibiting pathogenic bacteria such as <italic>E.coli</italic> (<xref ref-type="bibr" rid="B163">163</xref>, <xref ref-type="bibr" rid="B164">164</xref>) and increasing SCFA production (<xref ref-type="bibr" rid="B164">164</xref>) in mice studies. In fact, tea, also reduced plaque development in <italic>ApoE<sup>&#x2212;/&#x2212;</sup></italic> atherosclerotic mice (<xref ref-type="bibr" rid="B165">165</xref>). In humans, several small sized prospective observational studies have associated olive oil, berries, pomegranate juice and cocoa rich in prebiotics with cardioprotective and anti-atherogenic properties (<xref ref-type="bibr" rid="B165">165</xref>&#x2013;<xref ref-type="bibr" rid="B171">171</xref>). Nevertheless, in the future larger population studies of the gut microbiota combined with nutritional, genetic and immunephenotyping analysis will be needed to understand thir interaction and how we can utilize it to treat atherosclerosis.</p>
<p>Furthermore, there is an important interaction gut microbiota&#x2014;anti-atherosclerotic drugs that needs to be studied in more depth to develop more effective and personalized therapies to treat atherosclerosis. For example, statins exhibit prebiotic effects by altering gut microbiota (p.e.: decreasing <italic>Clostridium</italic>) and/or SCFA (<xref ref-type="bibr" rid="B171">171</xref>, <xref ref-type="bibr" rid="B172">172</xref>) while at the same time a more diverse gut microbiota leads to a statin greater response (<xref ref-type="bibr" rid="B173">173</xref>).</p>
</sec>
<sec id="s1e3"><label>1.5.3</label><title>Fecal Microbiota transplantation (FMT)</title>
<p>FMT refers to the transfer of one&#x0027;s own or a donor&#x0027;s faecal sample to a receiver to restore gut microbiome homeostasis. It can be used to improve the gut microbial ecology, however there is an associated risk of transmitting infectious agents and the challenge of donor selection in humans (<xref ref-type="bibr" rid="B174">174</xref>, <xref ref-type="bibr" rid="B175">175</xref>). In humans, FMT has been demonstrated to be successful for treating recurrent infections of <italic>Clostridium difficile</italic> (<xref ref-type="bibr" rid="B176">176</xref>). Animal experiments using FMT to treat atherosclerosis yielded promising results. FMT from atherogenic mice to WT recipient mice resulted in increased plaque size, increasing circulating innate immune cells and elevated proinflammatory cytokines (<xref ref-type="bibr" rid="B177">177</xref>). On the contrary, FMT from healthy mice into an atherosclerotic mouse model significantly decreased disease burden (<xref ref-type="bibr" rid="B178">178</xref>). In humans FMT from vegan controls into 20 patients with metabolic syndrome did not affect TMAO or other pro-inflammatory markers (<xref ref-type="bibr" rid="B179">179</xref>). While in a more recent clinical trial involving 237 patients that received a FMT from healthy controls demonstrated a significant reduction in cardiovascular risk in patients with metabolic syndrome (<xref ref-type="bibr" rid="B180">180</xref>). Additional studies to comprehensively examine the potential efficacy, adverse effects, and translatability of FMT are needed to conclude if this could be a promising therapy to treat atherosclerosis.</p>
</sec>
<sec id="s1e4"><label>1.5.4</label><title>Vaccinations</title>
<p>Several studies have demonstrated that B cells in atherosclerotic lesions locally produce antibodies that can react against gut microbe antigens. This may be attributed to bacteria originating from the microbiome present in atherosclerotic plaque (<xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B181">181</xref>) or by those present in GALT (<xref ref-type="bibr" rid="B132">132</xref>). Notably, these antibodies produced by B lymphocytes in plaques have been reported to exhibit cross-reactivity with epitopes such as oxidised low-density lipoprotein (oxLDL) and cytoskeletal proteins (p.e. transgelin type 1) associated with atherogenesis (<xref ref-type="bibr" rid="B182">182</xref>). The development of vaccines that promote atheroprotective antibodies or neutralize atherogenic factors could lower cardiovascular risk.</p>
<p>Binder et al. (<xref ref-type="bibr" rid="B183">183</xref>) showed that pneumococcal polysaccharide vaccine (PPV) decreased atherosclerotic lesion formation through a molecular mimicry mechanism between heat-killed <italic>Streptococcus pneumoniae</italic>, found in the microbiome, and oxLDL. This atheroprotective effect was thought to be due to numerous mechanisms including high anti-oxLDL IgM titres blocking uptake of oxLDL by macrophages effectively (<xref ref-type="bibr" rid="B184">184</xref>&#x2013;<xref ref-type="bibr" rid="B186">186</xref>). Since then, the link between PPV and cardiovascular events has been controversial. Some trials have provided evidence for an association between PPV and reduced risk of cardiovascular ischaemic events (<xref ref-type="bibr" rid="B187">187</xref>, <xref ref-type="bibr" rid="B188">188</xref>) while other studies have not (<xref ref-type="bibr" rid="B189">189</xref>&#x2013;<xref ref-type="bibr" rid="B191">191</xref>). However, meta-analyses generally demonstrate significant reductions in CV risk in patients over 65, despite heterogenous samples (<xref ref-type="bibr" rid="B192">192</xref>). New clinical studies are ongoing, such as the Australian Study for the Prevention through Immunisation of Cardiovascular Events (AUSPICE), which recruited 4,275 participants, to investigate this further. Although the conclusive findings of this study are pending publication, their preliminary results in smaller subgroups show no changes in CVD and or antibody titers (<xref ref-type="bibr" rid="B193">193</xref>, <xref ref-type="bibr" rid="B194">194</xref>).</p>
<p>Additional gut and oral microbial pathogens have been trialed for vaccination. <italic>Porphyromonas gingivalis</italic>, a microbe found in the oral cavity and atherosclerotic plaques has been shown to expedite atherosclerosis via a cross-reactivity mechanism (<xref ref-type="bibr" rid="B195">195</xref>, <xref ref-type="bibr" rid="B196">196</xref>). Immunisation against <italic>P. gingivalis</italic> was able to mitigate pathogen-induced atherosclerosis in <italic>ApoE<sup>&#x2212;/&#x2212;</sup></italic> but not in WT mice (<xref ref-type="bibr" rid="B197">197</xref>) or on top of statins (<xref ref-type="bibr" rid="B198">198</xref>). Moreover, immunization with the outer membrane protein of <italic>Enterobacteriaceae</italic> resulted in decreased inflammatory cells and increased M2 macrophages observed in plaques of both <italic>ApoE<sup>&#x2212;/&#x2212;</sup></italic> and WT mice (<xref ref-type="bibr" rid="B181">181</xref>). Human clinical trials are necessary to investigate their translational effect.</p>
<p>In our opinion, vaccines using microbial antigens is a very promising weapon to treat atherosclerosis. However, the challenge of vaccine development includes identifying the correct antigens, predicting efficacy based on findings made on animal models and determining how to measure reduction in plaque size in humans. Successful vaccine development requires the collaboration of multi-disciplinary teams and integration of various techniques.</p>
</sec>
</sec>
</sec>
<sec id="s2" sec-type="conclusions"><label>2</label><title>Conclusion</title>
<p>The microbiome has emerged as a promising target for addressing atherosclerosis, due to its diverse effects spanning from immunomodulation to metabolite secretion. This review provides a comprehensive overview of how microbiome-targeting mechanisms influence the adaptive immune system, contributing to either atheroprotection or atherogenesis. Whilst the impact of the microbiome on the innate immune system has been studied extensively, the potential role in targeting the adaptive immune system is less understood. Harnessing the microbiome as a therapeutic target can yield multifaceted benefits, including specific and specialized immunomodulation, making it a compelling target for the development of more effective therapies to treat atherosclerosis.</p>
</sec>
</body>
<back>
<sec id="s3" sec-type="author-contributions"><title>Author contributions</title>
<p>DG: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. AI: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. MN: Conceptualization, Funding acquisition, Supervision, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec id="s4" sec-type="funding-information"><title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This work has been funded by FS/20/23/34784 and PG/22/10898 awarded to MN by the British Heart Foundation.</p>
</sec>
<sec id="s5" sec-type="COI-statement"><title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s15" sec-type="ai-statement"><title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec id="s6" sec-type="disclaimer"><title>Publisher&#x0027;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>
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