<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Immunol.</journal-id>
<journal-title>Frontiers in Immunology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Immunol.</abbrev-journal-title>
<issn pub-type="epub">1664-3224</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fimmu.2022.1089987</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Immunology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>A diet enriched in omega-3 PUFA and inulin prevents type 1 diabetes by restoring gut barrier integrity and immune homeostasis in NOD mice</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Lo Conte</surname>
<given-names>Marta</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/590524"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Antonini Cencicchio</surname>
<given-names>Martina</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/689330"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ulaszewska</surname>
<given-names>Marynka</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1254061"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Nobili</surname>
<given-names>Angelica</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2112995"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cosorich</surname>
<given-names>Ilaria</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/588746"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ferrarese</surname>
<given-names>Roberto</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/567541"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Massimino</surname>
<given-names>Luca</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/593658"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Andolfo</surname>
<given-names>Annapaola</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/997008"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ungaro</surname>
<given-names>Federica</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/462391"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mancini</surname>
<given-names>Nicasio</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/418339"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Falcone</surname>
<given-names>Marika</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/232546"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Autoimmune Pathogenesis Unit, Division of Immunology, Transplantation and Infectious Diseases, IRCCS San Raffaele Scientific Institute</institution>, <addr-line>Milan</addr-line>, <country>Italy</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Universit&#xe0; Vita-Salute San Raffaele</institution>, <addr-line>Milan</addr-line>, <country>Italy</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Proteomics and Metabolomics Facility (ProMeFa), IRCCS San Raffaele Scientific Institute</institution>, <addr-line>Milan</addr-line>, <country>Italy</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Laboratory of Medical Microbiology and Virology, IRCCS San Raffaele Scientific Institute</institution>, <addr-line>Milan</addr-line>, <country>Italy</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Experimental Gastroenterology Unit, Division of Immunology, Transplantation and Infectious Diseases, IRCCS San Raffaele Scientific Institute</institution>, <addr-line>Milan</addr-line>, <country>Italy</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Laboratory of Medical Microbiology and Virology, Universit&#xe0; &#x201c;Vita-Salute&#x201d; San Raffaele</institution>, <addr-line>Milan</addr-line>, <country>Italy</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Jose Garrido-Mesa, Department of Medical and Molecular Genetics, King&#x2019;s College London, United Kingdom</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Hasan Alghetaa, University of Baghdad, Iraq; Helen Thomas, University of Melbourne, Australia</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Marika Falcone, <email xlink:href="mailto:falcone.marika@hsr.it">falcone.marika@hsr.it</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Autoimmune and Autoinflammatory Disorders : Autoimmune Disorders, a section of the journal Frontiers in Immunology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>13</day>
<month>01</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>1089987</elocation-id>
<history>
<date date-type="received">
<day>04</day>
<month>11</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>23</day>
<month>12</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Lo Conte, Antonini Cencicchio, Ulaszewska, Nobili, Cosorich, Ferrarese, Massimino, Andolfo, Ungaro, Mancini and Falcone</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Lo Conte, Antonini Cencicchio, Ulaszewska, Nobili, Cosorich, Ferrarese, Massimino, Andolfo, Ungaro, Mancini and Falcone</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>
<sec>
<title>Introduction</title>
<p>The integrity of the gut barrier (GB) is fundamental to regulate the crosstalk between the microbiota and the immune system and to prevent inflammation and autoimmunity at the intestinal level but also in organs distal from the gut such as the pancreatic islets. In support to this idea, we recently demonstrated that breakage of GB integrity leads to activation of islet-reactive T cells and triggers autoimmune Type 1 Diabetes (T1D). In T1D patients as in the NOD mice, the spontaneous model of autoimmune diabetes, there are alterations of the GB that specifically affect structure and composition of the mucus layer; however, it is yet to be determined whether a causal link between breakage of the GB integrity and occurrence of autoimmune T1D exists.</p>
</sec>
<sec>
<title>Methods</title>
<p>Here we restored GB integrity in the NOD mice through administration of an anti-inflammatory diet (AID- enriched in soluble fiber inulin and omega 3-PUFA) and tested the effect on T1D pathogenesis.</p>
</sec>
<sec>
<title>Results</title>
<p>We found that the AID prevented T1D in NOD mice by restoring GB integrity with increased mucus layer thickness and higher mRNA transcripts of structural (Muc2) and immunoregulatory mucins (Muc1 and Muc3) as well as of tight junction proteins (claudin1). Restoration of GB integrity was linked to reduction of intestinal inflammation (i.e., reduced expression of IL-1&#x3b2;, IL-23 and IL-17 transcripts) and expansion of regulatory T cells (FoxP3<sup>+</sup> Treg cells and IL-10<sup>+</sup> Tr1 cells) at the expenses of effector Th1/Th17 cells in the intestine, pancreatic lymph nodes (PLN) and intra-islet lymphocytes (IIL) of AID-fed NOD mice. Importantly, the restoration of GB integrity and immune homeostasis were associated with enhanced concentrations of anti-inflammatory metabolites of the &#x3c9;3/&#x3c9;6 polyunsaturated fatty acids (PUFA) and arachidonic pathways and modifications of the microbiome profile with increased relative abundance of mucus-modulating bacterial species such as <italic>Akkermansia muciniphila</italic> and <italic>Akkermansia glycaniphila</italic>.</p>
</sec>
<sec>
<title>Discussion</title>
<p>Our data provide evidence that the restoration of GB integrity and intestinal immune homeostasis through administration of a tolerogenic AID that changed the gut microbial and metabolic profiles prevents autoimmune T1D in preclinical models.</p>
</sec>
</abstract>
<abstract abstract-type="graphical">
<title>Graphical Abstract</title>
<p>An anti-inflammatory diet enriched in fibers (inulin) and omega3 is capable to increased relative abundance of protective gut bacteria and thickness of the mucus layer in non-obese diabetic (NOD) mice. As consequence, gut immune homeostasis is restored with an expansion of regulatory T cell subsets (FoxP3+ Treg and IL-10+Tr1 cells) in the intestinal mucosa but also in pancreatic lymph nodes and islets where they may limit aggressiveness of islet-reactive T cells thus inducing protection from autoimmune T1D.</p>
<p><graphic xlink:href="fimmu-13-1089987-graphical-abstract.tif" position="anchor"/></p>
</abstract>
<kwd-group>
<kwd>anti-inflammatory diet (AID)</kwd>
<kwd>Type 1 diabetes</kwd>
<kwd>gut barrier integrity</kwd>
<kwd>mucus layer</kwd>
<kwd>gut microbiota</kwd>
<kwd>regulatory T cells</kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="62"/>
<page-count count="15"/>
<word-count count="6639"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>T1D is a multifactorial autoimmune disease characterized by autoimmune destruction of insulin-producing beta cells of pancreatic islets of Langerhans (<xref ref-type="bibr" rid="B1">1</xref>). The numerous genetic and environmental factors that regulate T1D pathogenesis are still largely unknown. Recent evidence indicates that the gut environment is fundamental to modulate autoimmunity at sites distal from the intestine including the pancreatic islets in T1D (<xref ref-type="bibr" rid="B2">2</xref>). The microbiota composition, intestinal inflammation and breakage of GB integrity are all important players in modulating the effector phenotype and aggressiveness of self(islet)-reactive T cells and for triggering the early events of autoimmune T1D (<xref ref-type="bibr" rid="B3">3</xref>&#x2013;<xref ref-type="bibr" rid="B5">5</xref>). In particular, the integrity of the GB composed of the epithelial barrier and the mucus layer is crucial to prevent beta cell autoimmunity and T1D. In support to this view, alterations of the GB integrity and of the mucus layer are found in humans and preclinical models of T1D (e.g., the NOD mice) and precede the clinical signs of disease (<xref ref-type="bibr" rid="B5">5</xref>&#x2013;<xref ref-type="bibr" rid="B10">10</xref>). Furthermore, we recently found that low-grade intestinal inflammation and GB damage in TCR transgenic <italic>BDC2.5NOD</italic> mice carrying a large islet-reactive T cell repertoire triggers activation of the diabetogenic T cells and T1D (<xref ref-type="bibr" rid="B10">10</xref>). A causal link between GB alterations and T1D pathogenesis and the mechanisms through which GB damage leads to activation of beta cell autoimmunity are yet to be determined. The GB is an important physical barrier that avoids uncontrolled passage of microbial components into the gut mucosa and systemic circulation (<xref ref-type="bibr" rid="B11">11</xref>). Changes to the protective mucus layer, the body&#x2019;s first line of defense at the mucosal epithelia, can alter exposure of the underlying epithelium to foreign antigens and favor activation of self(islet)-reactive T cells (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B12">12</xref>). Moreover, the GB and, specifically, the mucus layer contain important immune regulatory factors such as mucins and anti-microbial peptides (AMP) that are essential to maintain immune homeostasis and induce Treg cell differentiation at the intestinal and systemic level thus suppressing inflammatory/effector T cells (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>), possibly including self(islet)-reactive T cells.</p>
<p>The diet composition is fundamental to maintain gut immune homeostasis and GB integrity and to prevent inflammation (<xref ref-type="bibr" rid="B15">15</xref>). Dietary factors provoke or protect from intestinal inflammation and breakage of GB integrity both directly and through microbiota modulation (<xref ref-type="bibr" rid="B16">16</xref>&#x2013;<xref ref-type="bibr" rid="B19">19</xref>). Some dietary substances such as saturated fatty acids compromise the GB and allow passage of luminal contents (food antigens, microbiota components) into the mucosal and submucosal layers in proximity to immune cells (<xref ref-type="bibr" rid="B20">20</xref>). This results in activation of immune cells, inflammation and further damage of GB integrity. Other dietary components such as soluble fibers and PUFA play a beneficial role on GB integrity. For example, dietary administration of omega-3 PUFA maintains immune tolerance in the gut by directly suppressing inflammation and promoting a beneficial anti-inflammatory microbiota profile (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>). The direct anti-inflammatory effect of omega-3 PUFA is related to block of release of proinflammatory eicosanoids and modulation of the functional phenotype of macrophages (<xref ref-type="bibr" rid="B23">23</xref>) with release of tolerogenic cytokines such as IL-10 and increased differentiation of regulatory T cells at the expenses of effector Th17 cells (<xref ref-type="bibr" rid="B24">24</xref>). The omega-3 PUFA effect on the microbiota profile includes a decrease of pro-inflammatory bacteria such as the Enterobacteriales with concomitant expansion of beneficial bifidobacteria and lactobacilli (<xref ref-type="bibr" rid="B25">25</xref>).</p>
<p>Nonfermentable fibers are another dietary factor that is fundamental to maintain gut immune tolerance and prevent inflammation. Dietary fibers are neither digested nor absorbed in the intestine but they critically modulate gut microbiota composition by favoring growth of bifidobacteria and lactobacilli that degrade fibers into SCFAs (butyrate, propionate and acetate), tolerogenic metabolites promoting FoxP3 Treg cell differentiation and preventing intestinal inflammation (<xref ref-type="bibr" rid="B26">26</xref>), and/or directly secrete anti-inflammatory metabolites such as the lactic acid (<xref ref-type="bibr" rid="B27">27</xref>). Importantly, dietary fibers also have direct microbiota-independent beneficial effects. For example, they trigger release of tolerogenic cytokine IL-10 by dendritic cells (<xref ref-type="bibr" rid="B28">28</xref>) and directly promote GB integrity acting <italic>via</italic> modulation of epithelial tight junction proteins (<xref ref-type="bibr" rid="B29">29</xref>), goblet cell function (<xref ref-type="bibr" rid="B30">30</xref>), and glycocalyx maturation (<xref ref-type="bibr" rid="B31">31</xref>). Fibers such as inulin-type fructans induce changes of the intestinal mucosa characterized by higher villi, deeper crypts, increased number of Goblet cells (GC), and increased production of mucins resulting in a thicker mucus layer on the colonic epithelium (<xref ref-type="bibr" rid="B32">32</xref>&#x2013;<xref ref-type="bibr" rid="B34">34</xref>). Moreover, inulin promotes formation of the epithelial glycocalyx that is crucial to regulate bacterial-epithelial crosstalk and to support GB function (<xref ref-type="bibr" rid="B31">31</xref>).</p>
<p>In order to demonstrate that the GB alterations found in the spontaneous preclinical model of T1D, the NOD mice, are mechanistically linked to T1D pathogenesis we exploited a dietary approach, an anti-inflammatory diet (AID) enriched with omega-3 PUFA and inulin, to restore GB integrity and immune homeostasis in NOD mice and test the effect on T1D pathogenesis.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Mice</title>
<p>Female NOD and BALB/c mice were purchased from Charles River Laboratories. All mice were maintained under specific pathogen-free conditions in the animal facility at San Raffaele Scientific Institute and all experiments were conducted in accordance with the Institutional Animal Care and Use Committee (IACUC) according with the rules of the Italian Ministry of Health.</p>
</sec>
<sec id="s2_2">
<title>Dietary regimens</title>
<p>Immediately after weaning, 4-weeks old NOD mice were separated in two groups, housed in different cages and fed with either an anti-inflammatory diet (AID) or standard (STD) diet. The AID was designed with the supervision of a nutritionist and purchased from Rieper S.p.A. (Altromin C1000). The AID diet was enriched with fish oil (3,6%), linseed oil (2%) and corn oil (7,7%), for a total of 13,3% of fats (1:3 PUFA &#x3c9;3:&#x3c9;6 ratio with specifically 20g/kg &#x3c9;3 and 60g/kg &#x3c9;6). The STD diet contained only 5% of fats (100% Corn oil) with 1:190 PUFA &#x3c9;3:&#x3c9;6 ratio (0,15g/kg &#x3c9;3 and 28,5g/kg &#x3c9;6). AID diet contained 8% of fibers (100% Inulin) while the STD diet with only 5% of fibers (100% cellulose). For more information about composition of the AID see <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>.</p>
</sec>
<sec id="s2_3">
<title>Diabetes incidence</title>
<p>Diabetes was monitored by weekly measurements of blood glucose levels with a GB35 Ascensia Breeze 2 glucometer (Bayer). The animals were considered diabetic after two consecutive blood glucose measurements &gt; 250mg/dl according to standard method (<xref ref-type="bibr" rid="B35">35</xref>).</p>
</sec>
<sec id="s2_4">
<title>
<italic>In vivo</italic> gut permeability assay</title>
<p>Intestinal permeability was determined by FITC-dextran assay as previously described (<xref ref-type="bibr" rid="B36">36</xref>). Briefly, 20 mL/kg of body weight of PBS containing 25 mg/mL FITC-conjugated dextran (FITC-dextran; molecular mass, 4.4 kDa; FD4, Sigma-Aldrich) was administered to each mouse by oral gavage. After 4&#xa0;h, blood was collected and the concentration of fluorescein was determined by spectrophotofluorometry (Wallac Victor; Perkin-Elmer Life Sciences) with an excitation wavelength of 485 nm and an emission wavelength of 530 nm using serially diluted samples of the FITC-dextran marker as standard.</p>
</sec>
<sec id="s2_5">
<title>Cell isolation</title>
<p>Intestinal mononuclear cells were isolated from the small and large intestinal lamina propria as previously described (Lefrancois and Lycke, 2001; Weigmann et&#xa0;al., 2007). Briefly, after the removal of Peyer&#x2019;s patches, small and large intestines were flushed with PBS, opened longitudinally, and incubated twice with 5 mM EDTA and 1 mM DTT for 20&#xa0;min at 37&#xb0;C to remove epithelial cells and adipose tissue. Then, the intestines were cut into small pieces and digested in HBSS containing 0.5 mg/ml Collagenase D (Roche Diagnostics), 1 mg/ml Dispase II (Roche Diagnostics) and 5 U/ml DNase I (Sigma-Aldrich) for 20&#xa0;min at 37&#xb0;C in a shaking incubator. The digested tissues were washed, resuspended in 5&#xa0;ml of 40% Percoll (Sigma-Aldrich) and overlaid on 2.5&#xa0;ml of 80% Percoll in a 15-ml Falcon tube. Percoll gradient separation was performed by centrifugation at 1000&#xa0;g for 20&#xa0;min at 20&#xb0;C. The interface cells were collected and used as intestinal lymphocytes for FACS analysis. Splenocytes and pancreatic lymph node (PLN) cells were isolated by meshing of the tissues. For isolation of intra-islet lymphocytes (IIL), freshly collected pancreata were cut into small pieces with a scissor and digested 3 times for 15min at 37&#xb0;C with agitation in 3 ml/pancreas of Hank&#x2019;s Balanced Salt Solution (HBSS) 1X with Ca2<sup>+</sup> and Mg2<sup>+</sup> complemented with 1 mg/ml of Collagenase IV (Gibco). The digestion was stopped by extensive washing with HBSS containing 5% FBS and 5-minutes incubation on ice to let clumps of undigested pancreatic tissue to settle. Intra-islet lymphocytes (IIL) were collected from the supernatants of the three digestion/incubation cycles and extensively washed in HBSS 5% FBS before use in FACS analysis.</p>
</sec>
<sec id="s2_6">
<title>Flow cytometry</title>
<p>Single cell suspensions from different organs were resuspended in staining buffer containing PBS, 1% FBS and 0.09% NaN<sub>3</sub> and stained with monoclonal antibodies against surface markers. For intracellular cytokine staining, single cell suspensions isolated from different organs were stimulated for 2.5 hours with the Leukocyte Activation Cocktail (BD Bioscience). Cells were first stained for surface markers, then fixed and permeabilized using the BD Cytofix/Cytoperm kit (BD Bioscience), and finally stained for intracellular cytokines. The following antibodies were used: FITC anti-mouse CD3 (17A2, BD Biosciences), PercCP-cy5.5 anti-mouse CD4 (RM4-5, BD Biosciences), APC anti-mouse INF-&#x3b3; (XMG1.2 BioLegend), APC-cy7 rat anti-mouse IL-17A (TC11-18H10. BD Bioscience), PE anti-mouse IL-10 (JES5-16E3 eBioscience), eFluor 647 anti-mouse Foxp3 (FJK-16s, eBiosciences) and APC anti-mouse CD25 (PC61, BioLegend). Dead cells were stained with Fixable Viability Dye eFluor 506 (eBioscience) and excluded from the analysis. Flow cytometry was performed using FACSCanto III (BD Biosciences) and data were analyzed with FCS Express V4 software (<italic>De Novo</italic> Software). See <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;1</bold>
</xref> for gating strategy.</p>
</sec>
<sec id="s2_7">
<title>RT-qPCR analysis</title>
<p>Immediately after sacrifice, mice&#x2019;s colons were flushed with PBS, opened longitudinally and placed in 500&#x3bc;l of TRIzol reagent (Life Technologies). After homogenization with TissueRuptor (QIAGEN), RNA was extracted by adding 100&#x3bc;l of chloroform, precipitating the acqueous phase with 300&#x3bc;l of 70% ethanol and purifying RNA with RNeasy Mini Kit (QIAGEN). RNA was retrotranscribed with SuperScript III First-Strand Synthesis System following manufacturer&#x2019;s instructions (Life Technologies). Real time qPCR assay was performed with SYBR Select Master Mix (Life Technologies) using primers specific for different tight junction proteins, mucins and cytokines (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S2</bold>
</xref>) on a ViiA 7 Real-Time PCR System (Life Technologies). Transcript expression was normalized against Rpl32 gene (housekeeping gene). See <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;2</bold>
</xref> for the list of primers used in this study.</p>
</sec>
<sec id="s2_8">
<title>Histology</title>
<p>Segments of the distal colon were fixed in Carnoy&#x2019;s fixative (60% dry methanol, 30% chloroform, and 10% acetic acid), washed in absolute methanol, ethanol, xylene, embedded in paraffin wax and sectioned at 6 &#x3bc;m. For mucus layer structure evaluation, colon sections were stained with Alcian Blue staining kit, pH 2.5 (Sigma-Aldrich) and images acquired with Axio Imager M2m Light Microscope (ZEISS). The proportion of GC in colon sections was determined within the total number of cells in randomly selected stained sections. To assess histopathological signs of diabetes, pancreata were fixed in formalin, embedded in paraffin, sectioned into 4-&#x3bc;m slices and then stained with hematoxylin&#x2013;eosin for insulitis score.</p>
</sec>
<sec id="s2_9">
<title>16S rRNA microbiota analysis</title>
<p>Total DNA was isolated from the mucosa and luminal content of the large intestine of NOD mice using PowerFecalTM DNA Isolation kit (MoBio) following the manufacturers&#x2019; instructions. Microbiome characterization was performed by amplification of three regions of the 16S rRNA (V3, V4, V5) using universal primer pairs. The analysis of metabolically active microbiota was performed by pyrosequencing of rRNA cDNA 16S (GS Junior, Roche Diagnostics GmbH). Sequences with a high-quality score were used for the taxonomic analysis with QIIME (Quantitative Insights into Microbial Ecology version 1.6).</p>
</sec>
<sec id="s2_10">
<title>Metabolomic analysis</title>
<p>Fresh snap-frozen feces were collected from mice after 10 weeks of diet and used for metabolomics analysis. Metabolites were extracted three times using the following mixture of solvent, acetonitrile:methanol:water = 4:4:2. The collected supernatants were filtered on 96 well-plate with positive pressure manifold (0.22 &#x3bc;m pore size), dried under gentle stream of nitrogen and recomposed with 100 &#xb5;l of water containing 0.1% formic acid. A QC sample was prepared by taking 20 &#xb5;L from each sample. The samples were analysed by LC-MS/MS in 5 technical replicates by injecting 3 &#xb5;l on the TripleTOF 5600+ mass spectrometer (SCIEX) connected to the UPLC 1290 (Agilent Technologies). The chromatographic separation occurred on a Waters Acquity UPLC HSS T3 column (100x2.1 mm, 1.8 &#xb5;m) through the following 25 minutes gradient of solvent A (water containing 0.1% formic acid) and solvent B (acetonitrile containing 0.1% formic acid) at flow rate of 600 &#xb5;l/min: 1&#xa0;min of equilibration at 2% B; from 2% B to 95% B in 14&#xa0;min; washing step at 95% B for 5&#xa0;min, re-equilibration at 2% B for 5&#xa0;min. The mass spectrometry analysis was performed both in positive and negative polarity, in the range of m/z 50-500 (TOF-MS scan with an accumulation time of 0.15 sec), with a SWATH acquisition comprising 10 windows of 45 Da each (accumulation time of 0.07 sec). The MS-DIAL software version 4.7.0 was used to analyze MS and MS/MS data for the identification of metabolites.</p>
</sec>
<sec id="s2_11">
<title>Statistical analysis</title>
<p>Cumulative diabetes incidence was calculated using the Kaplan-Meier estimation, whereas statistical significance was evaluated by the log-rank test. Statistical significance of the differences between 2 or more samples for qRT-PCR data and immunological data was calculated by unpaired 2-tailed Student&#x2019;s <italic>t</italic>-test or ANOVA respectively. Metabolic profile data, normalized to feces weight, were submitted to ANOVA test, with FDR correction. We could observe 17630 features in positive polarity and 10535 features in negative polarity with FDR p-value &lt; 0.05. The PCA analysis was performed using an in-house developed R script, while the heatmap was obtained using the MeV software v. 4.9.0 (<xref ref-type="bibr" rid="B2">2</xref>). For statistical analysis of the microbiome, microbial reads were discriminated against human reads with BMTagger (<uri xlink:href="ftp://ftp.ncbi.nlm.nih.gov/pub/agarwala/bmtagger/">ftp.ncbi.nlm.nih.gov/pub/agarwala/bmtagger/</uri>) and mapped to the collection of all available genomes (<uri xlink:href="https://www.ncbi.nlm.nih.gov/genome/">https://www.ncbi.nlm.nih.gov/genome/</uri>) with Kraken2 for exact alignment of k-mers and accurate read classification (<xref ref-type="bibr" rid="B37">37</xref>). Relative abundance profiling and differential analysis were performed with DESeq2 upon variance-stabilizing transformation (<xref ref-type="bibr" rid="B38">38</xref>). Visualization was performed with ggplot2 (<xref ref-type="bibr" rid="B39">39</xref>). Species alpha diversity and dominance indices were calculated with vegan (<uri xlink:href="https://cran.r-project.org/web/packages/vegan">https://cran.r-project.org/web/packages/vegan</uri>). <italic>p</italic> values &lt;0.05 were considered statistically significant.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Administration of AID prevent autoimmune diabetes in NOD mice</title>
<p>NOD mice that spontaneously develop autoimmune diabetes have a defect of the GB that primarily affects the mucus layer structure and composition (<xref ref-type="bibr" rid="B10">10</xref>), however a causal relationship between loss of gut barrier integrity and autoimmunity in this preclinical model of T1D is yet to be determined. Here, we restored GB integrity in NOD mice and test the effect on T1D occurrence. We decided to use a dietary approach containing nutrients known to reduce intestinal inflammation and promote GB function. To this aim, we elaborated a specific anti-inflammatory diet (AID) that includes omega-3 PUFA capable to reduce gut inflammation and promote immune tolerance, i.e., FoxP3<sup>+</sup> Treg and IL-10<sup>+</sup>Tr1 cell differentiation (<xref ref-type="bibr" rid="B21">21</xref>&#x2013;<xref ref-type="bibr" rid="B24">24</xref>), and inulin, a soluble fiber, that plays a direct beneficial effect on the GB and mucus layer integrity and promotes FoxP3<sup>+</sup> Treg cell differentiation (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B28">28</xref>&#x2013;<xref ref-type="bibr" rid="B31">31</xref>) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref> for diet composition). Female NOD mice were either fed with standard (STD) diet or with the AID starting at 4 weeks of age just after weaning and before onset of beta cell autoimmunity and first signs of GB damage occur (<xref ref-type="bibr" rid="B10">10</xref>). In our animal facility female NOD mice normally develop spontaneous autoimmune diabetes with an incidence of 80-90% between 16 and 30 weeks of age. Our data reveal that the administration of the AID protected female NOD mice from occurrence of T1D (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>) with 40% of diabetic mice in the AID-fed group compared to 80% in the STD diet-fed counterparts at 32 weeks of age (end of experiment) (<italic>p&lt; 0.05</italic>). The protective effect of the AID was confirmed at the histological level and NOD mice fed with the AID showed reduced degree of insulitis and increased number of intact islets (70%) compared to STD diet-fed mice (15%) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>NOD mice fed with anti-inflammatory diet were protected from autoimmune diabetes. <bold>(A)</bold> 4-weeks-old female NOD mice were fed with anti-inflammatory diet (AID) or standard (STD) diet up to 32 weeks of age (end of the experiment). In the AID the total amount of fats was 13,3% (3,6% of fish oil, 2% of linseed oil and 7% of corn oil), with PUFA &#x3c9;3:&#x3c9;6 ratio of 1:3 (20000mg/kg &#x3c9;3 and 60000mg/kg &#x3c9;6), and 8% of fibers (100% Inulin). STD diet contained 5% of fats (100% corn oil) with PUFA &#x3c9;3:&#x3c9;6 ratio of 1:190 (150 mg/kg &#x3c9;3 and 28500 mg/kg &#x3c9;6) and 5% of fibers (100% Cellulose). NFE, nitrogen-free extract <bold>(B)</bold> Incidence of autoimmune diabetes in NOD mice fed with AID (n=25) and STD diet (n=20). <bold>(C)</bold> Diabetic mice from each group (AID or STD diet-fed) were sacrificed after two consecutive measurements of hyperglycemia (&gt; 250mg/dl), while diabetes resistant mice were sacrificed at the end of the experiment (32 weeks of age). Hematoxylin and eosin staining of pancreatic tissues was performed to detect lymphocyte infiltrates. On the left: one representative image of pancreatic tissue showing islet infiltration (in a diabetic NOD mouse fed with STD diet) or intact islets (in a diabetes-resistant NOD mice fed with AID diet) are shown. On the right: percentages of pancreatic islets infiltrated, peri-infiltrated with lymphocytes or intact (no infiltrates) out of total analyzed islets in Hematoxylin and Eosin-stained pancreata of NOD mice fed with AID or STD diet. Five randomly selected sections were analyzed from each mouse (n=6 mice per group). <italic>*p &lt; 0.05</italic>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-1089987-g001.tif"/>
</fig>
</sec>
<sec id="s3_2">
<title>AID restored GB integrity by promoting expression of tight junction proteins and mucins</title>
<p>The GB alterations in the NOD mice are detectable at 10-12 weeks of age concomitantly with onset of beta cell autoimmunity and thus suggesting that they may have a triggering effect on T1D pathogenesis (<xref ref-type="bibr" rid="B10">10</xref>). In order to assess whether prevention of T1D in AID-fed NOD mice is linked to restoration of GB integrity, we performed a gut permeability test (FITC-dextran) and measured by RT-qPCR the expression of mRNA transcripts of tight junction proteins and analyzed different biomarkers of mucus layer integrity (mucus layer thickness, percentage of GC, mRNA expression levels of mucins) in the intestine of AID vs STD diet-fed NOD mice. Our FITC-dextran test confirmed previous findings of increased gut permeability in NOD mice compared to non-autoimmune mice (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;2</bold>
</xref>) and a decrease of gut permeability in AID-fed NOD mice compared to STD diet-fed counterparts at 24 weeks of age but not earlier in the pre-diabetic phase (14 weeks of age) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;2</bold>
</xref>). Importantly, we observed that AID-fed NOD mice had increased mRNA expression levels of claudin 1 (CLDN1), one structural protein of the intestinal epithelial barrier (IEB) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>; <italic>p&lt;0.0001</italic>). Importantly, mRNA transcripts relatives to several mucins including the mucus structural mucin Muc2 (<italic>p&lt;0.0001</italic>) and immune-regulatory mucins Muc1 (<italic>p&lt;0.0001</italic>) and Muc3 (<italic>p&lt;0.01</italic>) were also up-regulated in the intestinal tissue of AID-fed NOD mice (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>), while Muc4, a pro-inflammatory mucin (<xref ref-type="bibr" rid="B40">40</xref>), is decreased in AID-fed NOD mice (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>; <italic>p&lt;0.01</italic>). Restoration of the mucus layer integrity in AID-fed NOD mice was confirmed at the histological level with an almost complete absence of mucus layer in STD-fed NOD mice that was corrected by administration of AID (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>). In line with this observation, we measured a significantly higher percentage of GC in the large intestine of AID-fed NOD mice compared to their STD diet-fed counterparts (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>; <italic>p&lt;0.05</italic>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>AID restores gut barrier integrity in NOD mice. <bold>(A)</bold> RT-qPCR analysis of claudin 1 (Cldn1), tight junction protein 1 (Tjp1) and Occludin (Ocln) on tissue homogenates from the intestine of NOD mice fed with anti-inflammatory (AID) or standard (STD) diet at 14 weeks of age (n=8 per group). <bold>(B)</bold> RT-qPCR analysis of Muc1, Muc2, Muc3, and Muc4 mucin genes in the intestine of NOD mice fed with AID or STD diet (n=8 per group). <bold>(C)</bold> Alcian Blue staining of colon sections (20X) of NOD mice fed with AID or STD diet. The arrows on the apical side of the intestine (long arrow) indicate the thickness of the mucus layer while the smaller arrows along the crypts point to GC (stained in Blue). The percentage of GC in the two groups (right panel) was calculated within the total number of epithelial cells on randomly selected sections (n=5 per group, 6 sections/mouse). All data are presented as mean &#xb1; SEM. <italic>*p &lt; 0.05; **p &lt; 0.01; ****p &lt; 0.0001</italic>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-1089987-g002.tif"/>
</fig>
</sec>
<sec id="s3_3">
<title>AID promoted differentiation/expansion of regulatory FoxP3<sup>+</sup> Treg and IL-10<sup>+</sup>Tr1 cells</title>
<p>Next, we asked whether restoration of the GB integrity (IEB and mucus layer) and protection from T1D in AID-fed NOD mice were associated with reduction of inflammation and induction of tolerogenic mechanisms in the gut mucosa. Specifically, since T1D occurrence is associated with acquisition of an effector phenotype by diabetogenic T cells in the gut (<xref ref-type="bibr" rid="B10">10</xref>), we asked whether T1D protection in AID-fed NOD mice was linked to a shift of functional phenotype of intestinal T cells from an effector Th17/Th1 type to a regulatory type (FoxP3<sup>+</sup> Treg and IL-10<sup>+</sup> Tr1 cells). First, we analyzed gut inflammation by measuring mRNA expression levels of inflammatory cytokines IL-1&#x3b2;, IL-23 and IL-17 in the intestinal tissues and found a statistically significant reduction of those inflammatory cytokines in AID-fed NOD mice (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>; <italic>p&lt;0.001</italic> for IL-1&#x3b2; and IL-17 and <italic>p&lt;0.0001</italic> for IL-23). Furthermore, our FACS analysis of the functional phenotype of intestinal T cells revealed that AID feeding in NOD mice significantly reduced the relative percentages of effector Th1 and Th17 particularly in the small intestine (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>; <italic>p&lt;0.05</italic> for Th17 and <italic>p&lt;0.01</italic> for Th1 cells) and to a lesser extent in the large intestine (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;3</bold>
</xref>) while simultaneously promoting expansion/differentiation of FoxP3<sup>+</sup> Treg cells in the small and large intestine (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>; <italic>p&lt;0.01</italic> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;3</bold>
</xref>) and IL-10<sup>+</sup> Tr1 cells in the small intestine (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>; <italic>p&lt;0.01</italic>). Importantly, improved immune tolerance mechanisms, i.e., increased FoxP3<sup>+</sup> Treg and IL-10<sup>+</sup> Tr1 cells, and decrease of Teff cell differentiation found in the intestinal mucosa of AID-fed mice were spread to pancreatic lymph nodes (PLN) and islets. In fact, we detected a decrease of effector Th17 cells in the PLN (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>; p&lt;0.05) and, most importantly, a decrease of effector Th17 and Th1 cells within the intra-islet lymphocytes (IIL) of AID-fed NOD mice (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>; <italic>p=0.05</italic> for Th17 cells and <italic>p&lt;0.01</italic> for Th1 cells). Simultaneously, we measured an increase of the relative percentages of both FoxP3<sup>+</sup> Treg cells and IL-10<sup>+</sup> Tr1 cells in the PLN (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>; <italic>p&lt;0.01</italic> for FoxP3<sup>+</sup>Treg cells and <italic>p&lt;0.05</italic> for Tr1 cells) and IIL (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4D</bold>
</xref>; <italic>p&lt;0.05</italic> for FoxP3<sup>+</sup>Treg cells and <italic>p&lt;0.01</italic> for Tr1 cells) of AID-fed NOD mice compared to their STD diet-fed counterparts.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>AID reduces intestinal inflammation and promotes gut immune homeostasis in NOD mice. <bold>(A)</bold> RT-qPCR analysis of cytokine genes encoding interleukin-1&#x3b2; (Il1b), subunit p19 of IL-23 (Il23), and IL-17A (Il17a) on tissue homogenates from the intestine of NOD mice fed with anti-inflammatory (AID) or standard (STD) diet at 14 weeks of age (n=8 per group). <bold>(B)</bold> Representative flow cytometry plots (<italic>Left</italic>) and percentages (<italic>Right</italic>) of INF-&#x3b3;<sup>+</sup>CD4<sup>+</sup> (Th1 cells), IL-17<sup>+</sup>CD4<sup>+</sup> (Th17 cells) and INF-&#x3b3;<sup>+</sup>IL-17<sup>+</sup>CD4<sup>+</sup> (DP Th1/17 cells) cells out of total CD4<sup>+</sup> T cells in the small intestinal tissue of 12-week-old NOD mice fed with AID or STD diet (n=7-8 mice/group). <bold>(C)</bold> Representative flow cytometry plots (<italic>Left</italic>) and percentages (<italic>Right</italic>) of FoxP3<sup>+</sup>CD25<sup>+</sup>CD4<sup>+</sup> (FoxP3<sup>+</sup>Treg cells) and IL-10<sup>+</sup>FOXP3<sup>-</sup>CD4<sup>+</sup> (Tr1 cells) cells out of total CD4<sup>+</sup> T cells in the small intestinal lamina propria of 12-week-old NOD mice fed with AID or STD diet (n=7-8 mice/group). All data are presented as mean percentages &#xb1; SEM. <italic>*p &lt; 0.05; **p &lt; 0.01</italic>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-1089987-g003.tif"/>
</fig>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>AID reduces the Teff/Treg cell ratio in the pancreatic lymph nodes and islets of NOD mice. <bold>(A, B)</bold>: Representative flow cytometry plots (<italic>Left</italic>) and percentage (<italic>Right</italic>) of INF&#x3b3;+CD4+(Th1), IL-17+CD4+ (Th17) and INF-&#x3b3;<sup>+</sup>IL-17<sup>+</sup>CD4<sup>+</sup> (DP Th1/17 cells) cells out of total CD4+ T cells in pancreatic lymph nodes (PLN) <bold>(A)</bold> and pancreatic intra-islet lymphocytes (IIL) <bold>(B)</bold> of 12-week-old NOD mice fed with AID or STD diet (n=8 per group). <bold>(C, D)</bold> Representative flow cytometry plots (<italic>Left</italic>) and percentage (<italic>Right</italic>) of FoxP3<sup>+</sup>CD25<sup>+</sup>CD4<sup>+</sup> (FoxP3<sup>+</sup>Treg cells) and IL-10<sup>+</sup>FOXP3<sup>-</sup>CD4<sup>+</sup> (Tr1 cells) cells out of total CD4<sup>+</sup> T cells in the PLN <bold>(C)</bold> and pancreatic IIL <bold>(D)</bold> of 12-week-old NOD mice fed with AID or STD diet (n=8 per group). All data are presented as mean percentages &#xb1; SEM. <italic>*p &lt; 0.05; **p &lt; 0.01</italic>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-1089987-g004.tif"/>
</fig>
</sec>
<sec id="s3_4">
<title>AID modified the microbial and metabolomic profile in the intestine of NOD mice</title>
<p>To clarify the mechanisms responsible for restoration of GB integrity and immune homeostasis in AID-fed NOD mice, we analyzed the microbial and the metabolic profile at the intestinal level. Our 16s rRNA analysis of the gut microbiota profiles (from the intestinal mucosa and luminal content) showed important modifications in AID-fed NOD mice compared to STD diet-fed controls. Specifically, we detected an increased alpha-diversity (Shannon index) in the AID-fed NOD mice (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>), a characteristic of the gut microbiota profile that is normally associated with reduced intestinal inflammation and protection from T1D. We also measured statistically significant differences in the relative abundance of 86 bacterial taxa (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5B, C</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;3</bold>
</xref>). Notably, we found a very high increase in AID-fed NOD mice of the relative abundance of two <italic>Akkermansia</italic> species (log2fold change of 8.7 for <italic>Akkermansia muciniphila</italic> and 2.1 for <italic>Akkermansia glycaniphila</italic>) (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5D</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;3</bold>
</xref>; <italic>p=6.9X10<sup>-14</sup> and p&lt;0.01</italic> respectively), two bacterial species associated with mucus-regeneration (<xref ref-type="bibr" rid="B41">41</xref>&#x2013;<xref ref-type="bibr" rid="B44">44</xref>). We also detected a statistically significant augment of relative abundance of beneficial species previously linked with dietary administration of omega-3 PUFA and soluble fibers such as bifidobacteria (<italic>Bifidobacterium pseudolongum</italic> and <italic>Bifidobacterium animalis</italic>) <italic>(</italic>
<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B26">26</xref>
<italic>):</italic> (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5D</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;3</bold>
</xref>; <italic>p=4X10<sup>-5</sup>
</italic> and <italic>p&lt;0.05</italic> respectively). Conversely, some pro-inflammatory bacterial strains such as <italic>Bacteroides intestinalis</italic> and <italic>Streptococcus</italic> sp. KS 6 were decreased in AID-fed NOD mice (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5D</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;3</bold>
</xref>; <italic>p=4X10<sup>-4</sup>
</italic> and <italic>p&lt;0.01</italic> respectively). Next, we asked whether the AID modified the metabolic environment in the intestine of NOD mice. Our untargeted metabolic analysis with high performance liquid chromatography tandem-mass spectrometry (LC-MS/MS) revealed a completely different metabolic profile in AID-fed NOD mice compared to NOD mice fed with STD diet (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>). Importantly, the metabolic profile of AID-fed NOD mice was much closer to that of a control non-autoimmune mouse strain (Balb/c mice) (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>), even if the Balb/c mice clustered in two groups possibly due to different environmental conditions (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>). Numerous metabolites were differentially represented in NOD mice fed with AID compared with STD diet (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6B</bold>
</xref>) including several metabolites involved in the &#x3c9;6/&#x3c9;3 PUFA metabolic pathway that perform pro-resolving actions in experimental models of colitis such as Docosapentaenoic acid (DPA), Docesahexaenoic acid (DHA) and Eicosapentaenoic acid (EPA) (<xref ref-type="bibr" rid="B45">45</xref>&#x2013;<xref ref-type="bibr" rid="B47">47</xref>) and in the arachidonic acid metabolic pathway (Eicosanoic acid/Arachidic acid) involved in regulation of mucosal immunity and gut epithelial barrier function (<xref ref-type="bibr" rid="B48">48</xref>) (<xref ref-type="fig" rid="f6">
<bold>Figures&#xa0;6B, C</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;4</bold>
</xref>; <italic>p&lt;0.05</italic> for DHA and DPA, <italic>p&lt;0.001</italic> for EPA and <italic>p&lt;0.01</italic> for Eicosanoic/Arachidic acid).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Gut microbiota profiles of AID and STD-fed NOD mice. Microbiota isolated from luminal content and brushed intestinal mucosa of AID or STD-fed NOD mice at 12 weeks of age (n=6 per group) was assessed by 16S Amplicon Sequencinq of DNA and analysed with QIIME software. <bold>(A)</bold> alpha-diversity in AID vs STD-diet fed NOD mice based on Shannon index. <bold>(B)</bold> Differentially expressed bacterial species between AID and STD diet fed NOD mice. <bold>(C)</bold> Heatmap of selected differentially represented bacterial species in AID vs STD-diet fed NOD mice. <bold>(D)</bold> Relative abundance of selected differentially represented bacterial species in AID vs STD-fed NOD mice.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-1089987-g005.tif"/>
</fig>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Metabolomic profiles of stools from AID or STD diet-fed NOD mice. <bold>(A)</bold> Representative PCA analysis of 17630 features in positive polarity with FDR <italic>p-value &lt; 0.05</italic> in STD-diet and AID-fed NOD mice and non-autoimmune Balb/c mice (n=6 per group). Technical replicates for the QC sample clustered together, showing a very reproducible LC-MS/MS analysis. The larger symbol per group indicates the mean of all the samples. <bold>(B)</bold> Heatmap of the peak areas for the 62 annotated metabolites which were significantly different between STD-fed vs AID-fed NOD mice. The overrepresented metabolites are in red, while the underrepresented ones are indicated in green. 15 out of 62 metabolites were upregulated in the group of AID-fed NOD mice. <bold>(C)</bold> Selected differentially represented metabolites in AID vs STD-fed NOD mice. Data are expressed as mean percentages &#xb1; SEM. <italic>*p &lt; 0.05; **p &lt; 0.01; ***p &lt; 0.001</italic>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-1089987-g006.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>Previous reports indicated that specific diet regimens such as an omega-3 PUFA-enriched diet or a diet supplemented with tolerogenic metabolites (acetate, propionate) prevent T1D in humans and preclinical models (<xref ref-type="bibr" rid="B49">49</xref>&#x2013;<xref ref-type="bibr" rid="B51">51</xref>). Those dietary regimens counter-regulate T1D possibly by promoting growth of beneficial bacteria and dampening intestinal inflammation (<xref ref-type="bibr" rid="B51">51</xref>, <xref ref-type="bibr" rid="B52">52</xref>), however an association between dietary protection from T1D and restoration of GB integrity was never demonstrated. Here we specifically designed an anti-inflammatory diet aimed at restoring GB integrity and mucus layer structure in NOD mice. Our data showing protection from T1D in AID-fed NOD mice with restoration of GB integrity provide proof-of-concept that an inflammatory gut environment and GB damage with modifications of mucus layer structure and composition play a causal role in the autoimmune pathogenesis of T1D in the NOD mice.</p>
<p>Recent evidence indicates that damage of the GB plays a pathogenic role in T1D. In line with this idea, several signs of intestinal inflammation with increased intestinal permeability, GB damage associated with lymphocyte infiltration and presence of pro-inflammatory cytokines are present in patients and preclinical models of T1D (<xref ref-type="bibr" rid="B5">5</xref>&#x2013;<xref ref-type="bibr" rid="B10">10</xref>). The observation that breakage of GB integrity with subsequent increased antigen trafficking and occurrence of low-grade intestinal inflammation precede the onset of T1D suggests that GB damage is directly related to autoimmune pathogenesis rather than secondary to diabetes-induced metabolic alterations (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B10">10</xref>). A causal link between loss of GB integrity and occurrence of T1D was demonstrated by the finding that induction of low-grade intestinal inflammation in TCR transgenic <italic>BDC2.5NOD</italic> mice with an expanded self(islet)-reactive T cell repertoire promoted intestinal activation of the diabetogenic T cells thus triggering autoimmune diabetes (<xref ref-type="bibr" rid="B10">10</xref>). Damage of the GB integrity with alterations of the mucus structure and composition are found in the NOD mice, the spontaneous preclinical model of T1D (<xref ref-type="bibr" rid="B10">10</xref>), however there is yet no evidence that those defects are not an epiphenomenon but rather play a direct pathogenic role in T1D occurrence. Here, we demonstrated that restoring GB integrity in NOD mice through administration of an AID that specifically increased expression of tight junction proteins and mucins thus restoring a normal mucus layer architecture plays a beneficial role and prevented T1D. How does the GB damage provoke activation of beta cell autoimmunity and T1D occurrence? The GB is an important gatekeeper that regulates the interaction between the gut commensal microbiota and the immune system. The GB maintains the physical separation between microbial species and immune cells residing in the gut mucosa but also plays important immune regulatory functions. Specifically, the mucus layer contain immune-regulatory molecules such as Muc1 and Muc3 that are crucial to maintain immune tolerance towards bacterial antigens and prevent inflammation (<xref ref-type="bibr" rid="B53">53</xref>). Here, we did not detect an amelioration of the gut permeability in the prediabetic phase in AID-fed mice but only after the onset of diabetes in the STD-fed group, thus indicating that restoration of physical separation between gut mucosa and the intestinal lumen is not crucial to prevent beta cell autoimmunity in AID-fed NOD mice. Conversely, we observed an increase of mucus structural protein and immune regulatory mucins that preceded occurrence of beta cell autoimmunity (14 weeks of age) and thus could play a direct beneficial effect on dampening the autoimmune process in T1D. In fact, in the NOD mice the GB damage mostly relates to defects of mucus layer structure and composition leading to loss of immune homeostasis and inflammation with a predominance of effector Th1/Th17 cells and a defect of regulatory T cells in the gut (<xref ref-type="bibr" rid="B10">10</xref>). Our data demonstrate that those mucus layer alterations and defective gut immune homeostasis are directly linked to T1D pathogenesis in NOD mice. In fact, in AID-fed NOD mice, restoration of GB integrity with increased structural mucus layer component Muc2 and immune-regulatory mucins (Muc1 and Muc3) and subsequent increase of FoxP3<sup>+</sup> Treg and IL-10<sup>+</sup> Tr1 cells prevented T1D. The increased relative percentages of FoxP3<sup>+</sup>Treg/Tr1 cells and decrease of effector T cells (Th1/Th17) was not limited to the gut mucosa but a shift of the functional phenotype of T cells from a pro-inflammatory Th1/Th17 type to a protective Treg phenotype (FoxP3<sup>+</sup> Treg and IL-10<sup>+</sup>Tr1) was also detected in the draining PLN and intra-islets lymphocyte (IIL) infiltrates of AID-fed NOD mice. Recent evidence in different preclinical models of T1D indicates that self-(islet)-reactive T cells are activated at the intestinal level, possibly through microbiota-induced mechanisms of molecular mimicry (<xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B55">55</xref>) and acquire effector phenotype (Th1/Th17) (<xref ref-type="bibr" rid="B10">10</xref>). Hence, we speculate that a tolerogenic gut environment induced by AID can shift the functional phenotype of self(islet)-reactive T cells from an effector Th1/Th17 type towards a regulatory FoxP3<sup>+</sup> and/or Tr1 cell type at the intestinal level, thus counter-regulating T1D pathogenesis.</p>
<p>How does the AID restore GB integrity in the NOD mice? Alterations of the gut commensal microbiota composition have been reported in patients and preclinical models of T1D (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B56">56</xref>&#x2013;<xref ref-type="bibr" rid="B58">58</xref>). Diet is one of the most effective measures to modulate the composition of the commensal gut microbiota (<xref ref-type="bibr" rid="B18">18</xref>). Previous reports indicate that diets enriched in omega-3 PUFA or inulin fibers promote a beneficial gut microbiota composition promoting overgrowth of anti-inflammatory bifidobacteria and lactobacilli (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B26">26</xref>). Here, we found that our AID enriched in omega-3 PUFA and inulin had a strong impact on the gut microbiota composition of NOD mice. First, in T1D-protected AID-fed NOD mice we detected a higher overall diversity (alpha diversity based on Shannon index), a condition previously associated with a decreased risk to develop clinical T1D in humans (<xref ref-type="bibr" rid="B3">3</xref>). In addition, we found an increased relative abundance of beneficial species previous associated with omega-3 PUFA and inulin such as bifidobacteria (<italic>Bifidobacterium pseudolongum</italic> and <italic>Bifidobacterium animalis</italic>). However, the most significant modification that we observed in the gut microbiota composition of AID-fed NOD mice was an 8-fold increase in the relative abundance of <italic>Akkermansia muciniphila</italic> and a 2-fold increase in <italic>Akkermansia glycaniphila</italic>. Those are mucus-degrading bacteria belonging to the Verrucomicrobia phylum that produce a wide array of mucin degrading enzymes fundamental to promote mucus regeneration, increase mucus layer thickness and maintain its function of physical and biological barrier (<xref ref-type="bibr" rid="B41">41</xref>&#x2013;<xref ref-type="bibr" rid="B44">44</xref>). Importantly, the levels of <italic>A. muciniphila</italic> inversely correlate with intestinal inflammation (<xref ref-type="bibr" rid="B59">59</xref>) and previous reports associated the presence of <italic>Akkermansia muciniphila</italic> in the commensal gut microbiota with diabetes protection in NOD mice (<xref ref-type="bibr" rid="B60">60</xref>, <xref ref-type="bibr" rid="B61">61</xref>). The absence of this mucus-degrading strain in a specific NOD mouse colony (NOD/Jax mice) was linked with high diabetes incidence, while transferring of <italic>A. muciniphila</italic> to those NOD mice either through oral gavage or co-housing with a diabetes-resistant NOD mouse colony (NOD/MrkTac) prevented T1D. The protective effect of <italic>A. muciniphila</italic> was related to enhanced mucus production, restoration of physical GB integrity and immune homeostasis with increased number of regulatory FoxP3<sup>+</sup> Treg cells and transcripts levels of Treg-associated cytokines IL-10 and TGF-&#x3b2; in PLN and islets (<xref ref-type="bibr" rid="B61">61</xref>). In accordance with those findings, in our AID-fed NOD mice T1D protection was associated with high increase in <italic>A. muciniphila</italic>, restoration of the mucus layer architecture with augmented mRNA expression of structural (Muc2) and immune-regulatory mucins (Muc1 and Muc3) and enhanced FoxP3<sup>+</sup> Treg and IL-10<sup>+</sup> Tr1 cells in the PLN and IIL.</p>
<p>Another important mechanism through which the AID could counter-regulate T1D is through modulation of the intestinal metabolic profile. Recent evidence indicates that the metabolites that are present in the gut mucosa are important regulators of adaptive immunity at the intestinal level but also systemically (<xref ref-type="bibr" rid="B62">62</xref>). We found that AID-fed NOD mice have an activation of the &#x3c9;3/&#x3c9;6 PUFA metabolic pathway and arachidonic pathway that are associated with reduction of intestinal inflammation and restoration of GB integrity in different colitis models (<xref ref-type="bibr" rid="B45">45</xref>&#x2013;<xref ref-type="bibr" rid="B48">48</xref>).</p>
<p>Diet composition is one of the strongest environmental factors affecting the composition of the gut microbiota but also the GB integrity and maintenance of immune homeostasis in the gut and systemically. Our data provide evidence that an AID designed to promote GB integrity and function is capable to prevent occurrence of T1D by improving mucus layer architecture and composition and promoting immune tolerance, i.e., FoxP3<sup>+</sup> Treg and IL-10<sup>+</sup> Tr1 expansion, in the intestine but also in PLN and islets of NOD mice. The intestinal environment is important for modulating T1D in preclinical models but also in humans affected by T1D. Commensal gut microbiota alterations, intestinal inflammation and GB damage are all factors that increase the risk to develop T1D in genetically susceptible individuals. Our results could pave the way to new dietary approaches aimed at restoring GB function and immune homeostasis with the final goal to prevent T1D in genetically &#x201c;at-risk&#x201d; children.</p>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The name of the repository and accession number can be found below: NCBI Sequence Read Archive; PRJNA913009.</p>
</sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The animal study was reviewed and approved by the Institutional Animal Care and Use Committee (IACUC) of the IRCCS San Raffaele Scientific Institute according with the rules of the Italian Ministry of Health (IACUC #868).</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>MLC and MAC performed <italic>in vivo</italic> experiments and FACS analysis. IC and AN designed the AID and analyzed data. RF and LM performed 16s rRNA and statistical analysis on microbiota profiles. MU and AA performed mass spectrometry and analyzed metabolomic data. MLC analyzed data and prepared figures. NM and FU contributed to design the study and to interpret data. MF served as principal investigator, analyzed and interpreted data, and wrote the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by a Research Grant from the Juvenile Diabetes Foundation, Grant 1-INO-2017-453-A-N to MF.</p>
</sec>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s11" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fimmu.2022.1089987/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fimmu.2022.1089987/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.pdf" id="SM1" mimetype="application/pdf"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Todd</surname> <given-names>JA</given-names>
</name>
</person-group>. <article-title>Etiology of type 1 diabetes</article-title>. <source>Immunity</source> (<year>2010</year>) <volume>32</volume>(<issue>4</issue>):<page-range>457&#x2013;67</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.immuni.2010.04.001</pub-id>
</citation>
</ref>
<ref id="B2">
<label>2</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vaarala</surname> <given-names>O</given-names>
</name>
<name>
<surname>Atkinson</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Neu</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>The "perfect storm" for type 1 diabetes: the complex interplay between intestinal microbiota, gut permeability, and mucosal immunity</article-title>. <source>Diabetes</source> (<year>2008</year>) <volume>57</volume>(<issue>10</issue>):<page-range>2555&#x2013;62</page-range>. doi: <pub-id pub-id-type="doi">10.2337/db08-0331</pub-id>
</citation>
</ref>
<ref id="B3">
<label>3</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kostic</surname> <given-names>AD</given-names>
</name>
<name>
<surname>Gevers</surname> <given-names>D</given-names>
</name>
<name>
<surname>Siljander</surname> <given-names>H</given-names>
</name>
<name>
<surname>Vatanen</surname> <given-names>T</given-names>
</name>
<name>
<surname>Hyotylainen</surname> <given-names>T</given-names>
</name>
<name>
<surname>Hamalainen</surname> <given-names>AM</given-names>
</name>
<etal/>
</person-group>. <article-title>The dynamics of the human infant gut microbiome in development and in progression toward type 1 diabetes</article-title>. <source>Cell Host Microbe</source> (<year>2015</year>) <volume>17</volume>(<issue>2</issue>):<page-range>260&#x2013;73</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.chom.2015.01.001</pub-id>
</citation>
</ref>
<ref id="B4">
<label>4</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Siljander</surname> <given-names>H</given-names>
</name>
<name>
<surname>Honkanen</surname> <given-names>J</given-names>
</name>
<name>
<surname>Knip</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Microbiome and type 1 diabetes</article-title>. <source>EBioMedicine</source> (<year>2019</year>) <volume>46</volume>:<page-range>512&#x2013;21</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.ebiom.2019.06.031</pub-id>
</citation>
</ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bosi</surname> <given-names>E</given-names>
</name>
<name>
<surname>Molteni</surname> <given-names>L</given-names>
</name>
<name>
<surname>Radaelli</surname> <given-names>MG</given-names>
</name>
<name>
<surname>Folini</surname> <given-names>L</given-names>
</name>
<name>
<surname>Fermo</surname> <given-names>I</given-names>
</name>
<name>
<surname>Bazzigaluppi</surname> <given-names>E</given-names>
</name>
<etal/>
</person-group>. <article-title>Increased intestinal permeability precedes clinical onset of type 1 diabetes</article-title>. <source>Diabetologia</source> (<year>2006</year>) <volume>49</volume>(<issue>12</issue>):<page-range>2824&#x2013;7</page-range>. doi: <pub-id pub-id-type="doi">10.1007/s00125-006-0465-3</pub-id>
</citation>
</ref>
<ref id="B6">
<label>6</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Carratu</surname> <given-names>R</given-names>
</name>
<name>
<surname>Secondulfo</surname> <given-names>M</given-names>
</name>
<name>
<surname>de Magistris</surname> <given-names>L</given-names>
</name>
<name>
<surname>Iafusco</surname> <given-names>D</given-names>
</name>
<name>
<surname>Urio</surname> <given-names>A</given-names>
</name>
<name>
<surname>Carbone</surname> <given-names>MG</given-names>
</name>
<etal/>
</person-group>. <article-title>Altered intestinal permeability to mannitol in diabetes mellitus type I</article-title>. <source>J Pediatr Gastroenterol Nutr</source> (<year>1999</year>) <volume>28</volume>(<issue>3</issue>):<page-range>264&#x2013;9</page-range>. doi: <pub-id pub-id-type="doi">10.1097/00005176-199903000-00010</pub-id>
</citation>
</ref>
<ref id="B7">
<label>7</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Westerholm-Ormio</surname> <given-names>M</given-names>
</name>
<name>
<surname>Vaarala</surname> <given-names>O</given-names>
</name>
<name>
<surname>Pihkala</surname> <given-names>P</given-names>
</name>
<name>
<surname>Ilonen</surname> <given-names>J</given-names>
</name>
<name>
<surname>Savilahti</surname> <given-names>E</given-names>
</name>
</person-group>. <article-title>Immunologic activity in the small intestinal mucosa of pediatric patients with type 1 diabetes</article-title>. <source>Diabetes</source> (<year>2003</year>) <volume>52</volume>(<issue>9</issue>):<page-range>2287&#x2013;95</page-range>. doi: <pub-id pub-id-type="doi">10.2337/diabetes.52.9.2287</pub-id>
</citation>
</ref>
<ref id="B8">
<label>8</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sapone</surname> <given-names>A</given-names>
</name>
<name>
<surname>de Magistris</surname> <given-names>L</given-names>
</name>
<name>
<surname>Pietzak</surname> <given-names>M</given-names>
</name>
<name>
<surname>Clemente</surname> <given-names>MG</given-names>
</name>
<name>
<surname>Tripathi</surname> <given-names>A</given-names>
</name>
<name>
<surname>Cucca</surname> <given-names>F</given-names>
</name>
<etal/>
</person-group>. <article-title>Zonulin upregulation is associated with increased gut permeability in subjects with type 1 diabetes and their relatives</article-title>. <source>Diabetes</source> (<year>2006</year>) <volume>55</volume>(<issue>5</issue>):<page-range>1443&#x2013;9</page-range>. doi: <pub-id pub-id-type="doi">10.2337/db05-1593</pub-id>
</citation>
</ref>
<ref id="B9">
<label>9</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Meddings</surname> <given-names>JB</given-names>
</name>
<name>
<surname>Jarand</surname> <given-names>J</given-names>
</name>
<name>
<surname>Urbanski</surname> <given-names>SJ</given-names>
</name>
<name>
<surname>Hardin</surname> <given-names>J</given-names>
</name>
<name>
<surname>Gall</surname> <given-names>DG</given-names>
</name>
</person-group>. <article-title>Increased gastrointestinal permeability is an early lesion in the spontaneously diabetic BB rat</article-title>. <source>Am J Physiol</source> (<year>1999</year>) <volume>276</volume>(<issue>4 Pt 1</issue>):<page-range>G951&#x2013;7</page-range>. doi: <pub-id pub-id-type="doi">10.1152/ajpgi.1999.276.4.G951</pub-id>
</citation>
</ref>
<ref id="B10">
<label>10</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sorini</surname> <given-names>C</given-names>
</name>
<name>
<surname>Cosorich</surname> <given-names>I</given-names>
</name>
<name>
<surname>Conte</surname> <given-names>ML</given-names>
</name>
<name>
<surname>De Giorgi</surname> <given-names>L</given-names>
</name>
<name>
<surname>Facciotti</surname> <given-names>F</given-names>
</name>
<name>
<surname>Lucian&#xf2;</surname> <given-names>R</given-names>
</name>
<etal/>
</person-group>. <article-title>Loss of gut barrier integrity triggers activation of islet-reactive T cells and autoimmune diabetes</article-title>. <source>Proc Natl Acad Sci U.S.A.</source> (<year>2019</year>) <volume>116</volume>(<issue>30</issue>):<page-range>15140&#x2013;9</page-range>. doi: <pub-id pub-id-type="doi">10.1073/pnas.1814558116</pub-id>
</citation>
</ref>
<ref id="B11">
<label>11</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Martel</surname> <given-names>J</given-names>
</name>
<name>
<surname>Chang</surname> <given-names>SH</given-names>
</name>
<name>
<surname>Ko</surname> <given-names>YF</given-names>
</name>
<name>
<surname>Hwang</surname> <given-names>TL</given-names>
</name>
<name>
<surname>Young</surname> <given-names>JD</given-names>
</name>
<name>
<surname>Ojcius</surname> <given-names>DM</given-names>
</name>
</person-group>. <article-title>Gut barrier disruption and chronic disease</article-title>. <source>Trends Endocrinol Metab</source> (<year>2022</year>) <volume>33</volume>(<issue>4</issue>):<page-range>247&#x2013;65</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.tem.2022.01.002</pub-id>
</citation>
</ref>
<ref id="B12">
<label>12</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>McGuckin</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Linden</surname> <given-names>SK</given-names>
</name>
<name>
<surname>Sutton</surname> <given-names>P</given-names>
</name>
<name>
<surname>Florin</surname> <given-names>TH</given-names>
</name>
</person-group>. <article-title>Mucin dynamics and enteric pathogens</article-title>. <source>Nat Rev Microbiol</source> (<year>2011</year>) <volume>9</volume>(<issue>4</issue>):<page-range>265&#x2013;78</page-range>. doi: <pub-id pub-id-type="doi">10.1038/nrmicro2538</pub-id>
</citation>
</ref>
<ref id="B13">
<label>13</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hattrup</surname> <given-names>CL</given-names>
</name>
<name>
<surname>Gendler</surname> <given-names>SJ</given-names>
</name>
</person-group>. <article-title>Structure and function of the cell surface (tethered) mucins</article-title>. <source>Annu Rev Physiol</source> (<year>2008</year>) <volume>70</volume>:<page-range>431&#x2013;57</page-range>. doi: <pub-id pub-id-type="doi">10.1146/annurev.physiol.70.113006.100659</pub-id>
</citation>
</ref>
<ref id="B14">
<label>14</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shan</surname> <given-names>M</given-names>
</name>
<name>
<surname>Gentile</surname> <given-names>M</given-names>
</name>
<name>
<surname>Yeiser</surname> <given-names>JR</given-names>
</name>
<name>
<surname>Walland</surname> <given-names>AC</given-names>
</name>
<name>
<surname>Bornstein</surname> <given-names>VU</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>Mucus enhances gut homeostasis and oral tolerance by delivering immunoregulatory signals</article-title>. <source>Science</source> (<year>2013</year>) <volume>342</volume>(<issue>6157</issue>):<page-range>447&#x2013;53</page-range>. doi: <pub-id pub-id-type="doi">10.1126/science.1237910</pub-id>
</citation>
</ref>
<ref id="B15">
<label>15</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Thorburn</surname> <given-names>AN</given-names>
</name>
<name>
<surname>Macia</surname> <given-names>L</given-names>
</name>
<name>
<surname>Mackay</surname> <given-names>CR</given-names>
</name>
</person-group>. <article-title>Diet, metabolites, and "western-lifestyle" inflammatory diseases</article-title>. <source>Immunity</source> (<year>2014</year>) <volume>40</volume>(<issue>6</issue>):<page-range>833&#x2013;42</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.immuni.2014.05.014</pub-id>
</citation>
</ref>
<ref id="B16">
<label>16</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Gao</surname> <given-names>ZJ</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>X</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>P</given-names>
</name>
</person-group>. <article-title>Dietary regulation in health and disease</article-title>. <source>Signal Transduct Target Ther</source> (<year>2022</year>) <volume>7</volume>(<issue>1</issue>):<fpage>252</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41392-022-01104-w</pub-id>
</citation>
</ref>
<ref id="B17">
<label>17</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alexander</surname> <given-names>M</given-names>
</name>
<name>
<surname>Turnbaugh</surname> <given-names>PJ</given-names>
</name>
</person-group>. <article-title>Deconstructing mechanisms of diet-Microbiome-Immune interactions</article-title>. <source>Immunity</source> (<year>2020</year>) <volume>53</volume>(<issue>2</issue>):<page-range>264&#x2013;76</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.immuni.2020.07.015</pub-id>
</citation>
</ref>
<ref id="B18">
<label>18</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Asnicar</surname> <given-names>F</given-names>
</name>
<name>
<surname>Berry</surname> <given-names>SE</given-names>
</name>
<name>
<surname>Valdes</surname> <given-names>AM</given-names>
</name>
<name>
<surname>Nguyen</surname> <given-names>LH</given-names>
</name>
<name>
<surname>Piccinno</surname> <given-names>G</given-names>
</name>
<name>
<surname>Drew</surname> <given-names>DA</given-names>
</name>
<etal/>
</person-group>. <article-title>Microbiome connections with host metabolism and habitual diet from 1,098 deeply phenotyped individuals</article-title>. <source>Nat Med</source> (<year>2021</year>) <volume>27</volume>(<issue>2</issue>):<page-range>321&#x2013;32</page-range>. doi: <pub-id pub-id-type="doi">10.1038/s41591-020-01183-8</pub-id>
</citation>
</ref>
<ref id="B19">
<label>19</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gentile</surname> <given-names>CL</given-names>
</name>
<name>
<surname>Weir</surname> <given-names>TL</given-names>
</name>
</person-group>. <article-title>The gut microbiota at the intersection of diet and human health</article-title>. <source>Science</source> (<year>2018</year>) <volume>362</volume>(<issue>6416</issue>):<page-range>776&#x2013;80</page-range>. doi: <pub-id pub-id-type="doi">10.1126/science.aau5812</pub-id>
</citation>
</ref>
<ref id="B20">
<label>20</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rohr</surname> <given-names>MW</given-names>
</name>
<name>
<surname>Narasimhulu</surname> <given-names>CA</given-names>
</name>
<name>
<surname>Rudeski-Rohr</surname> <given-names>TA</given-names>
</name>
<name>
<surname>Parthasarathy</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Negative effects of a high-fat diet on intestinal permeability: A review</article-title>. <source>Adv Nutr</source> (<year>2020</year>) <volume>11</volume>(<issue>1</issue>):<fpage>77</fpage>&#x2013;<lpage>91</lpage>. doi: <pub-id pub-id-type="doi">10.1093/advances/nmz061</pub-id>
</citation>
</ref>
<ref id="B21">
<label>21</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Costantini</surname> <given-names>L</given-names>
</name>
<name>
<surname>Molinari</surname> <given-names>R</given-names>
</name>
<name>
<surname>Farinon</surname> <given-names>B</given-names>
</name>
<name>
<surname>Merendino</surname> <given-names>N</given-names>
</name>
</person-group>. <article-title>Impact of omega-3 fatty acids on the gut microbiota</article-title>. <source>Int J Mol Sci</source> (<year>2017</year>) <volume>18</volume>(<issue>12</issue>):<page-range>2645</page-range>. doi: <pub-id pub-id-type="doi">10.3390/ijms18122645</pub-id>
</citation>
</ref>
<ref id="B22">
<label>22</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fu</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Gao</surname> <given-names>H</given-names>
</name>
<name>
<surname>Li</surname> <given-names>D</given-names>
</name>
<name>
<surname>Jiang</surname> <given-names>R</given-names>
</name>
<name>
<surname>Ge</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>Associations among dietary omega-3 polyunsaturated fatty acids, the gut microbiota, and intestinal immunity</article-title>. <source>Mediators Inflammation</source> (<year>2021</year>) <volume>2021</volume>:<fpage>8879227</fpage>. doi: <pub-id pub-id-type="doi">10.1155/2021/8879227</pub-id>
</citation>
</ref>
<ref id="B23">
<label>23</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Babcock</surname> <given-names>TA</given-names>
</name>
<name>
<surname>Kurland</surname> <given-names>A</given-names>
</name>
<name>
<surname>Helton</surname> <given-names>WS</given-names>
</name>
<name>
<surname>Rahman</surname> <given-names>A</given-names>
</name>
<name>
<surname>Anwar</surname> <given-names>KN</given-names>
</name>
<name>
<surname>Espat</surname> <given-names>NJ</given-names>
</name>
</person-group>. <article-title>Inhibition of activator protein-1 transcription factor activation by omega-3 fatty acid modulation of mitogen-activated protein kinase signaling kinases</article-title>. <source>JPEN J Parenter Enteral Nutr</source> (<year>2003</year>) <volume>27</volume>(<issue>3</issue>):<page-range>176&#x2013;80</page-range>. doi: <pub-id pub-id-type="doi">10.1177/0148607103027003176</pub-id>
</citation>
</ref>
<ref id="B24">
<label>24</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname> <given-names>JY</given-names>
</name>
<name>
<surname>Lim</surname> <given-names>K</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>KH</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>JH</given-names>
</name>
<name>
<surname>Choi</surname> <given-names>JS</given-names>
</name>
<name>
<surname>Shim</surname> <given-names>SC</given-names>
</name>
</person-group>. <article-title>N-3 polyunsaturated fatty acids restore Th17 and treg balance in collagen antibody-induced arthritis</article-title>. <source>PloS One</source> (<year>2018</year>) <volume>13</volume>(<issue>3</issue>):<elocation-id>e0194331</elocation-id>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0194331</pub-id>
</citation>
</ref>
<ref id="B25">
<label>25</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Robertson</surname> <given-names>RC</given-names>
</name>
<name>
<surname>Seira Oriach</surname> <given-names>C</given-names>
</name>
<name>
<surname>Murphy</surname> <given-names>K</given-names>
</name>
<name>
<surname>Moloney</surname> <given-names>GM</given-names>
</name>
<name>
<surname>Cryan</surname> <given-names>JF</given-names>
</name>
<name>
<surname>Dinan</surname> <given-names>TG</given-names>
</name>
<etal/>
</person-group>. <article-title>Omega-3 polyunsaturated fatty acids critically regulate behaviour and gut microbiota development in adolescence and adulthood</article-title>. <source>Brain Behav Immun</source> (<year>2017</year>) <volume>59</volume>:<fpage>21</fpage>&#x2013;<lpage>37</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.bbi.2016.07.145</pub-id>
</citation>
</ref>
<ref id="B26">
<label>26</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cai</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Folkerts</surname> <given-names>J</given-names>
</name>
<name>
<surname>Folkerts</surname> <given-names>G</given-names>
</name>
<name>
<surname>Maurer</surname> <given-names>M</given-names>
</name>
<name>
<surname>Braber</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Microbiota-dependent and -independent effects of dietary fibre on human health</article-title>. <source>Br J Pharmacol</source> (<year>2020</year>) <volume>177</volume>(<issue>6</issue>):<page-range>1363&#x2013;81</page-range>. doi: <pub-id pub-id-type="doi">10.1111/bph.14871</pub-id>
</citation>
</ref>
<ref id="B27">
<label>27</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alghetaa</surname> <given-names>H</given-names>
</name>
<name>
<surname>Mohammed</surname> <given-names>A</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>J</given-names>
</name>
<name>
<surname>Singh</surname> <given-names>N</given-names>
</name>
<name>
<surname>Nagarkatti</surname> <given-names>M</given-names>
</name>
<name>
<surname>Nagarkatti</surname> <given-names>P</given-names>
</name>
</person-group>. <article-title>Resveratrol-mediated attenuation of superantigen-driven acute respiratory distress syndrome is mediated by microbiota in the lungs and gut</article-title>. <source>Pharmacol Res</source> (<year>2021</year>) <volume>167</volume>:<fpage>105548</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.phrs.2021.105548</pub-id>
</citation>
</ref>
<ref id="B28">
<label>28</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bermudez-Brito</surname> <given-names>M</given-names>
</name>
<name>
<surname>Sahasrabudhe</surname> <given-names>NM</given-names>
</name>
<name>
<surname>Rosch</surname> <given-names>C</given-names>
</name>
<name>
<surname>Schols</surname> <given-names>HA</given-names>
</name>
<name>
<surname>Faas</surname> <given-names>MM</given-names>
</name>
<name>
<surname>de Vos</surname> <given-names>P</given-names>
</name>
</person-group>. <article-title>The impact of dietary fibers on dendritic cell responses <italic>in vitro</italic> is dependent on the differential effects of the fibers on intestinal epithelial cells</article-title>. <source>Mol Nutr Food Res</source> (<year>2015</year>) <volume>59</volume>(<issue>4</issue>):<fpage>698</fpage>&#x2013;<lpage>710</lpage>. doi: <pub-id pub-id-type="doi">10.1002/mnfr.201400811</pub-id>
</citation>
</ref>
<ref id="B29">
<label>29</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Akbari</surname> <given-names>P</given-names>
</name>
<name>
<surname>Braber</surname> <given-names>S</given-names>
</name>
<name>
<surname>Alizadeh</surname> <given-names>A</given-names>
</name>
<name>
<surname>Verheijden</surname> <given-names>KA</given-names>
</name>
<name>
<surname>Schoterman</surname> <given-names>MH</given-names>
</name>
<name>
<surname>Kraneveld</surname> <given-names>AD</given-names>
</name>
<etal/>
</person-group>. <article-title>Galacto-oligosaccharides protect the intestinal barrier by maintaining the tight junction network and modulating the inflammatory responses after a challenge with the mycotoxin deoxynivalenol in human caco-2 cell monolayers and B6C3F1 mice</article-title>. <source>J Nutr</source> (<year>2015</year>) <volume>145</volume>(<issue>7</issue>):<page-range>1604&#x2013;13</page-range>. doi: <pub-id pub-id-type="doi">10.3945/jn.114.209486</pub-id>
</citation>
</ref>
<ref id="B30">
<label>30</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bhatia</surname> <given-names>S</given-names>
</name>
<name>
<surname>Prabhu</surname> <given-names>PN</given-names>
</name>
<name>
<surname>Benefiel</surname> <given-names>AC</given-names>
</name>
<name>
<surname>Miller</surname> <given-names>MJ</given-names>
</name>
<name>
<surname>Chow</surname> <given-names>J</given-names>
</name>
<name>
<surname>Davis</surname> <given-names>SR</given-names>
</name>
<etal/>
</person-group>. <article-title>Galacto-oligosaccharides may directly enhance intestinal barrier function through the modulation of goblet cells</article-title>. <source>Mol Nutr Food Res</source> (<year>2015</year>) <volume>59</volume>(<issue>3</issue>):<page-range>566&#x2013;73</page-range>. doi: <pub-id pub-id-type="doi">10.1002/mnfr.201400639</pub-id>
</citation>
</ref>
<ref id="B31">
<label>31</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kong</surname> <given-names>C</given-names>
</name>
<name>
<surname>Elderman</surname> <given-names>M</given-names>
</name>
<name>
<surname>Cheng</surname> <given-names>L</given-names>
</name>
<name>
<surname>de Haan</surname> <given-names>BJ</given-names>
</name>
<name>
<surname>Nauta</surname> <given-names>A</given-names>
</name>
<name>
<surname>de Vos</surname> <given-names>P</given-names>
</name>
</person-group>. <article-title>Modulation of intestinal epithelial glycocalyx development by human milk oligosaccharides and non-digestible carbohydrates</article-title>. <source>Mol Nutr Food Res</source> (<year>2019</year>) <volume>63</volume>(<issue>17</issue>):<elocation-id>e1900303</elocation-id>. doi: <pub-id pub-id-type="doi">10.1002/mnfr.201900303</pub-id>
</citation>
</ref>
<ref id="B32">
<label>32</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Guarner</surname> <given-names>F</given-names>
</name>
</person-group>. <article-title>Studies with inulin-type fructans on intestinal infections, permeability, and inflammation</article-title>. <source>J Nutr</source> (<year>2007</year>) <volume>137</volume>(<supplement>11 Suppl</supplement>):<page-range>2568S&#x2013;71S</page-range>. doi: <pub-id pub-id-type="doi">10.1093/jn/137.11.2568S</pub-id>
</citation>
</ref>
<ref id="B33">
<label>33</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vogt</surname> <given-names>L</given-names>
</name>
<name>
<surname>Ramasamy</surname> <given-names>U</given-names>
</name>
<name>
<surname>Meyer</surname> <given-names>D</given-names>
</name>
<name>
<surname>Pullens</surname> <given-names>G</given-names>
</name>
<name>
<surname>Venema</surname> <given-names>K</given-names>
</name>
<name>
<surname>Faas</surname> <given-names>MM</given-names>
</name>
<etal/>
</person-group>. <article-title>Immune modulation by different types of beta2&#x2013;&gt;1-fructans is toll-like receptor dependent</article-title>. <source>PloS One</source> (<year>2013</year>) <volume>8</volume>(<issue>7</issue>):<elocation-id>e68367</elocation-id>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0068367</pub-id>
</citation>
</ref>
<ref id="B34">
<label>34</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vogt</surname> <given-names>LM</given-names>
</name>
<name>
<surname>Meyer</surname> <given-names>D</given-names>
</name>
<name>
<surname>Pullens</surname> <given-names>G</given-names>
</name>
<name>
<surname>Faas</surname> <given-names>MM</given-names>
</name>
<name>
<surname>Venema</surname> <given-names>K</given-names>
</name>
<name>
<surname>Ramasamy</surname> <given-names>U</given-names>
</name>
<etal/>
</person-group>. <article-title>Toll-like receptor 2 activation by beta2&#x2013;&gt;1-fructans protects barrier function of T84 human intestinal epithelial cells in a chain length-dependent manner</article-title>. <source>J Nutr</source> (<year>2014</year>) <volume>144</volume>(<issue>7</issue>):<page-range>1002&#x2013;8</page-range>. doi: <pub-id pub-id-type="doi">10.3945/jn.114.191643</pub-id>
</citation>
</ref>
<ref id="B35">
<label>35</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>D</given-names>
</name>
<name>
<surname>Thayer</surname> <given-names>TC</given-names>
</name>
<name>
<surname>Wen</surname> <given-names>L</given-names>
</name>
<name>
<surname>Wong</surname> <given-names>FS</given-names>
</name>
</person-group>. <article-title>Mouse models of autoimmune diabetes: The nonobese diabetic (NOD) mouse</article-title>. <source>Methods Mol Biol</source> (<year>2020</year>) <volume>2128</volume>:<fpage>87</fpage>&#x2013;<lpage>92</lpage>. doi: <pub-id pub-id-type="doi">10.1007/978-1-0716-0385-7_6</pub-id>
</citation>
</ref>
<ref id="B36">
<label>36</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname> <given-names>AS</given-names>
</name>
<name>
<surname>Gibson</surname> <given-names>DL</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Sham</surname> <given-names>HP</given-names>
</name>
<name>
<surname>Vallance</surname> <given-names>BA</given-names>
</name>
<name>
<surname>Dutz</surname> <given-names>JP</given-names>
</name>
</person-group>. <article-title>Gut barrier disruption by an enteric bacterial pathogen accelerates insulitis in NOD mice</article-title>. <source>Diabetologia</source> (<year>2010</year>) <volume>53</volume>(<issue>4</issue>):<page-range>741&#x2013;8</page-range>. doi: <pub-id pub-id-type="doi">10.1007/s00125-009-1626-y</pub-id>
</citation>
</ref>
<ref id="B37">
<label>37</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wood</surname> <given-names>DE</given-names>
</name>
<name>
<surname>Salzberg</surname> <given-names>SL</given-names>
</name>
</person-group>. <article-title>Kraken: ultrafast metagenomic sequence classification using exact alignments</article-title>. <source>Genome Biol</source> (<year>2014</year>) <volume>15</volume>(<issue>3</issue>):<fpage>R46</fpage>. doi: <pub-id pub-id-type="doi">10.1186/gb-2014-15-3-r46</pub-id>
</citation>
</ref>
<ref id="B38">
<label>38</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Love</surname> <given-names>MI</given-names>
</name>
<name>
<surname>Huber</surname> <given-names>W</given-names>
</name>
<name>
<surname>Anders</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2</article-title>. <source>Genome Biol</source> (<year>2014</year>) <volume>15</volume>(<issue>12</issue>):<fpage>550</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s13059-014-0550-8</pub-id>
</citation>
</ref>
<ref id="B39">
<label>39</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wickham</surname> <given-names>H</given-names>
</name>
<name>
<surname>Hofmann</surname> <given-names>H</given-names>
</name>
</person-group>. <article-title>Product plots</article-title>. <source>IEEE Trans Vis Comput Graph</source> (<year>2011</year>) <volume>17</volume>(<issue>12</issue>):<page-range>2223&#x2013;30</page-range>. doi: <pub-id pub-id-type="doi">10.1109/TVCG.2011.227</pub-id>
</citation>
</ref>
<ref id="B40">
<label>40</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Das</surname> <given-names>S</given-names>
</name>
<name>
<surname>Rachagani</surname> <given-names>S</given-names>
</name>
<name>
<surname>Sheinin</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Smith</surname> <given-names>LM</given-names>
</name>
<name>
<surname>Gurumurthy</surname> <given-names>CB</given-names>
</name>
<name>
<surname>Roy</surname> <given-names>HK</given-names>
</name>
<etal/>
</person-group>. <article-title>Mice deficient in Muc4 are resistant to experimental colitis and colitis-associated colorectal cancer</article-title>. <source>Oncogene</source> (<year>2016</year>) <volume>35</volume>(<issue>20</issue>):<page-range>2645&#x2013;54</page-range>. doi: <pub-id pub-id-type="doi">10.1038/onc.2015.327</pub-id>
</citation>
</ref>
<ref id="B41">
<label>41</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Derrien</surname> <given-names>M</given-names>
</name>
<name>
<surname>Van Baarlen</surname> <given-names>P</given-names>
</name>
<name>
<surname>Hooiveld</surname> <given-names>G</given-names>
</name>
<name>
<surname>Norin</surname> <given-names>E</given-names>
</name>
<name>
<surname>Muller</surname> <given-names>M</given-names>
</name>
<name>
<surname>de Vos</surname> <given-names>WM</given-names>
</name>
</person-group>. <article-title>Modulation of mucosal immune response, tolerance, and proliferation in mice colonized by the mucin-degrader akkermansia muciniphila</article-title>. <source>Front Microbiol</source> (<year>2011</year>) <volume>2</volume>:<elocation-id>166</elocation-id>.doi: <pub-id pub-id-type="doi">10.3389/fmicb.2011.00166</pub-id>
</citation>
</ref>
<ref id="B42">
<label>42</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname> <given-names>S</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>W</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Shi</surname> <given-names>J</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>W</given-names>
</name>
<etal/>
</person-group>. <article-title>Akkermansia muciniphila improves metabolic profiles by reducing inflammation in chow diet-fed mice</article-title>. <source>J Mol Endocrinol</source> (<year>2017</year>) <volume>58</volume>(<issue>1</issue>):<fpage>1</fpage>&#x2013;<lpage>14</lpage>.doi: <pub-id pub-id-type="doi">10.1530/JME-16-0054</pub-id>
</citation>
</ref>
<ref id="B43">
<label>43</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhai</surname> <given-names>R</given-names>
</name>
<name>
<surname>Xue</surname> <given-names>X</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>L</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>L</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>C</given-names>
</name>
</person-group>. <article-title>Strain-specific anti-inflammatory properties of two akkermansia muciniphila strains on chronic colitis in mice</article-title>. <source>Front Cell Infect Microbiol</source> (<year>2019</year>) <volume>9</volume>:<elocation-id>239</elocation-id>.doi: <pub-id pub-id-type="doi">10.3389/fcimb.2019.00239</pub-id>
</citation>
</ref>
<ref id="B44">
<label>44</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cheng</surname> <given-names>D</given-names>
</name>
<name>
<surname>Xie</surname> <given-names>MZ</given-names>
</name>
</person-group>. <article-title>A review of a potential and promising probiotic candidate-akkermansia muciniphila</article-title>. <source>J Appl Microbiol</source> (<year>2021</year>) <volume>130</volume>(<issue>6</issue>):<page-range>1813&#x2013;22</page-range>.doi: <pub-id pub-id-type="doi">10.1111/jam.14911</pub-id>
</citation>
</ref>
<ref id="B45">
<label>45</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dong</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>C</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Zheng</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Dai</surname> <given-names>Z</given-names>
</name>
</person-group>. <article-title>Docosapentaenoic acid (DPA, 22:5n-3) alleviates ulcerative colitis via modification of gut microbiota and their metabolism</article-title>. <source>Nutrients</source> (<year>2022</year>) <volume>14</volume>(<issue>19</issue>):<page-range>4204</page-range>.doi: <pub-id pub-id-type="doi">10.3390/nu14194204</pub-id>
</citation>
</ref>
<ref id="B46">
<label>46</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Marton</surname> <given-names>LT</given-names>
</name>
<name>
<surname>Goulart</surname> <given-names>RA</given-names>
</name>
<name>
<surname>Carvalho</surname> <given-names>ACA</given-names>
</name>
<name>
<surname>Barbalho</surname> <given-names>SM</given-names>
</name>
</person-group>. <article-title>Omega fatty acids and inflammatory bowel diseases: An overview</article-title>. <source>Int J Mol Sci</source> (<year>2019</year>) <volume>20</volume>(<issue>19</issue>):<page-range>4851</page-range>. doi: <pub-id pub-id-type="doi">10.3390/ijms20194851</pub-id>
</citation>
</ref>
<ref id="B47">
<label>47</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ungaro</surname> <given-names>F</given-names>
</name>
<name>
<surname>Rubbino</surname> <given-names>F</given-names>
</name>
<name>
<surname>Danese</surname> <given-names>S</given-names>
</name>
<name>
<surname>D'Alessio</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Actors and factors in the resolution of intestinal inflammation: Lipid mediators as a new approach to therapy in inflammatory bowel diseases</article-title>. <source>Front Immunol</source> (<year>2017</year>) <volume>8</volume>:<elocation-id>1331</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fimmu.2017.01331</pub-id>
</citation>
</ref>
<ref id="B48">
<label>48</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Isselbacher</surname> <given-names>KJ</given-names>
</name>
</person-group>. <article-title>The role of arachidonic acid metabolites in gastrointestinal homeostasis</article-title>. <source>Biochemical histological Clin gastrointestinal effects. Drugs</source> (<year>1987</year>) <volume>33 Suppl 1</volume>:<fpage>38</fpage>&#x2013;<lpage>46</lpage>.doi: <pub-id pub-id-type="doi">10.2165/00003495-198700331-00007</pub-id>
</citation>
</ref>
<ref id="B49">
<label>49</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bi</surname> <given-names>X</given-names>
</name>
<name>
<surname>Li</surname> <given-names>F</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>S</given-names>
</name>
<name>
<surname>Jin</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>T</given-names>
</name>
<etal/>
</person-group>. <article-title>Omega-3 polyunsaturated fatty acids ameliorate type 1 diabetes and autoimmunity</article-title>. <source>J Clin Invest</source> (<year>2017</year>) <volume>127</volume>(<issue>5</issue>):<page-range>1757&#x2013;71</page-range>. doi: <pub-id pub-id-type="doi">10.1172/JCI87388</pub-id>
</citation>
</ref>
<ref id="B50">
<label>50</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Norris</surname> <given-names>JM</given-names>
</name>
<name>
<surname>Yin</surname> <given-names>X</given-names>
</name>
<name>
<surname>Lamb</surname> <given-names>MM</given-names>
</name>
<name>
<surname>Barriga</surname> <given-names>K</given-names>
</name>
<name>
<surname>Seifert</surname> <given-names>J</given-names>
</name>
<name>
<surname>Hoffman</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Omega-3 polyunsaturated fatty acid intake and islet autoimmunity in children at increased risk for type 1 diabetes</article-title>. <source>JAMA</source> (<year>2007</year>) <volume>298</volume>(<issue>12</issue>):<page-range>1420&#x2013;8</page-range>. doi: <pub-id pub-id-type="doi">10.1001/jama.298.12.1420</pub-id>
</citation>
</ref>
<ref id="B51">
<label>51</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Marino</surname> <given-names>E</given-names>
</name>
<name>
<surname>Richards</surname> <given-names>JL</given-names>
</name>
<name>
<surname>McLeod</surname> <given-names>KH</given-names>
</name>
<name>
<surname>Stanley</surname> <given-names>D</given-names>
</name>
<name>
<surname>Yap</surname> <given-names>YA</given-names>
</name>
<name>
<surname>Knight</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Gut microbial metabolites limit the frequency of autoimmune T cells and protect against type 1 diabetes</article-title>. <source>Nat Immunol</source> (<year>2017</year>) <volume>18</volume>(<issue>5</issue>):<page-range>552&#x2013;62</page-range>. doi: <pub-id pub-id-type="doi">10.1038/ni.3713</pub-id>
</citation>
</ref>
<ref id="B52">
<label>52</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Calabrese</surname> <given-names>CM</given-names>
</name>
<name>
<surname>Valentini</surname> <given-names>A</given-names>
</name>
<name>
<surname>Calabrese</surname> <given-names>G</given-names>
</name>
</person-group>. <article-title>Gut microbiota and type 1 diabetes mellitus: The effect of Mediterranean diet</article-title>. <source>Front Nutr</source> (<year>2020</year>) <volume>7</volume>:<elocation-id>612773</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fnut.2020.612773</pub-id>
</citation>
</ref>
<ref id="B53">
<label>53</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chairatana</surname> <given-names>P</given-names>
</name>
<name>
<surname>Nolan</surname> <given-names>EM</given-names>
</name>
</person-group>. <article-title>Defensins, lectins, mucins, and secretory immunoglobulin a: microbe-binding biomolecules that contribute to mucosal immunity in the human gut</article-title>. <source>Crit Rev Biochem Mol Biol</source> (<year>2017</year>) <volume>52</volume>(<issue>1</issue>):<fpage>45</fpage>&#x2013;<lpage>56</lpage>. doi: <pub-id pub-id-type="doi">10.1080/10409238.2016.1243654</pub-id>
</citation>
</ref>
<ref id="B54">
<label>54</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tai</surname> <given-names>N</given-names>
</name>
<name>
<surname>Peng</surname> <given-names>J</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>F</given-names>
</name>
<name>
<surname>Gulden</surname> <given-names>E</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>X</given-names>
</name>
<etal/>
</person-group>. <article-title>Microbial antigen mimics activate diabetogenic CD8 T cells in NOD mice</article-title>. <source>J Exp Med</source> (<year>2016</year>) <volume>213</volume>(<issue>10</issue>):<page-range>2129&#x2013;46</page-range>. doi: <pub-id pub-id-type="doi">10.1084/jem.20160526</pub-id>
</citation>
</ref>
<ref id="B55">
<label>55</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Girdhar</surname> <given-names>K</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Chow</surname> <given-names>IT</given-names>
</name>
<name>
<surname>Vatanen</surname> <given-names>T</given-names>
</name>
<name>
<surname>Brady</surname> <given-names>C</given-names>
</name>
<name>
<surname>Raisingani</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>A gut microbial peptide and molecular mimicry in the pathogenesis of type 1 diabetes</article-title>. <source>Proc Natl Acad Sci U.S.A.</source> (<year>2022</year>) <volume>119</volume>(<issue>31</issue>):<fpage>e2120028119</fpage>. doi: <pub-id pub-id-type="doi">10.1073/pnas.2120028119</pub-id>
</citation>
</ref>
<ref id="B56">
<label>56</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vatanen</surname> <given-names>T</given-names>
</name>
<name>
<surname>Kostic</surname> <given-names>AD</given-names>
</name>
<name>
<surname>d'Hennezel</surname> <given-names>E</given-names>
</name>
<name>
<surname>Siljander</surname> <given-names>H</given-names>
</name>
<name>
<surname>Franzosa</surname> <given-names>EA</given-names>
</name>
<name>
<surname>Yassour</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Variation in microbiome LPS immunogenicity contributes to autoimmunity in humans</article-title>. <source>Cell</source> (<year>2016</year>) <volume>165</volume>(<issue>4</issue>):<page-range>842&#x2013;53</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.cell.2016.04.007</pub-id>
</citation>
</ref>
<ref id="B57">
<label>57</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wen</surname> <given-names>L</given-names>
</name>
<name>
<surname>Ley</surname> <given-names>RE</given-names>
</name>
<name>
<surname>Volchkov</surname> <given-names>PY</given-names>
</name>
<name>
<surname>Stranges</surname> <given-names>PB</given-names>
</name>
<name>
<surname>Avanesyan</surname> <given-names>L</given-names>
</name>
<name>
<surname>Stonebraker</surname> <given-names>AC</given-names>
</name>
<etal/>
</person-group>. <article-title>Innate immunity and intestinal microbiota in the development of type 1 diabetes</article-title>. <source>Nature</source> (<year>2008</year>) <volume>455</volume>(<issue>7216</issue>):<page-range>1109&#x2013;13</page-range>. doi: <pub-id pub-id-type="doi">10.1038/nature07336</pub-id>
</citation>
</ref>
<ref id="B58">
<label>58</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Knip</surname> <given-names>M</given-names>
</name>
<name>
<surname>Siljander</surname> <given-names>H</given-names>
</name>
</person-group>. <article-title>The role of the intestinal microbiota in type 1 diabetes mellitus</article-title>. <source>Nat Rev Endocrinol</source> (<year>2016</year>) <volume>12</volume>(<issue>3</issue>):<page-range>154&#x2013;67</page-range>. doi: <pub-id pub-id-type="doi">10.1038/nrendo.2015.218</pub-id>
</citation>
</ref>
<ref id="B59">
<label>59</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Png</surname> <given-names>CW</given-names>
</name>
<name>
<surname>Linden</surname> <given-names>SK</given-names>
</name>
<name>
<surname>Gilshenan</surname> <given-names>KS</given-names>
</name>
<name>
<surname>Zoetendal</surname> <given-names>EG</given-names>
</name>
<name>
<surname>McSweeney</surname> <given-names>CS</given-names>
</name>
<name>
<surname>Sly</surname> <given-names>LI</given-names>
</name>
<etal/>
</person-group>. <article-title>Mucolytic bacteria with increased prevalence in IBD mucosa augment <italic>in vitro</italic> utilization of mucin by other bacteria</article-title>. <source>Am J Gastroenterol</source> (<year>2010</year>) <volume>105</volume>(<issue>11</issue>):<page-range>2420&#x2013;8</page-range>. doi: <pub-id pub-id-type="doi">10.1038/ajg.2010.281</pub-id>
</citation>
</ref>
<ref id="B60">
<label>60</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hansen</surname> <given-names>CH</given-names>
</name>
<name>
<surname>Krych</surname> <given-names>L</given-names>
</name>
<name>
<surname>Nielsen</surname> <given-names>DS</given-names>
</name>
<name>
<surname>Vogensen</surname> <given-names>FK</given-names>
</name>
<name>
<surname>Hansen</surname> <given-names>LH</given-names>
</name>
<name>
<surname>Sorensen</surname> <given-names>SJ</given-names>
</name>
<etal/>
</person-group>. <article-title>Early life treatment with vancomycin propagates akkermansia muciniphila and reduces diabetes incidence in the NOD mouse</article-title>. <source>Diabetologia</source> (<year>2012</year>) <volume>55</volume>(<issue>8</issue>):<page-range>2285&#x2013;94</page-range>. doi: <pub-id pub-id-type="doi">10.1007/s00125-012-2564-7</pub-id>
</citation>
</ref>
<ref id="B61">
<label>61</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hanninen</surname> <given-names>A</given-names>
</name>
<name>
<surname>Toivonen</surname> <given-names>R</given-names>
</name>
<name>
<surname>Poysti</surname> <given-names>S</given-names>
</name>
<name>
<surname>Belzer</surname> <given-names>C</given-names>
</name>
<name>
<surname>Plovier</surname> <given-names>H</given-names>
</name>
<name>
<surname>Ouwerkerk</surname> <given-names>JP</given-names>
</name>
<etal/>
</person-group>. <article-title>Akkermansia muciniphila induces gut microbiota remodelling and controls islet autoimmunity in NOD mice</article-title>. <source>Gut</source> (<year>2018</year>) <volume>67</volume>(<issue>8</issue>):<page-range>1445&#x2013;53</page-range>. doi: <pub-id pub-id-type="doi">10.1136/gutjnl-2017-314508</pub-id>
</citation>
</ref>
<ref id="B62">
<label>62</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rooks</surname> <given-names>MG</given-names>
</name>
<name>
<surname>Garrett</surname> <given-names>WS</given-names>
</name>
</person-group>. <article-title>Gut microbiota, metabolites and host immunity</article-title>. <source>Nat Rev Immunol</source> (<year>2016</year>) <volume>16</volume>(<issue>6</issue>):<page-range>341&#x2013;52</page-range>. doi: <pub-id pub-id-type="doi">10.1038/nri.2016.42</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>