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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pharmacol.</journal-id>
<journal-title>Frontiers in Pharmacology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pharmacol.</abbrev-journal-title>
<issn pub-type="epub">1663-9812</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1258062</article-id>
<article-id pub-id-type="doi">10.3389/fphar.2023.1258062</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pharmacology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Gut microbiota in alcohol-related liver disease: pathophysiology and gut-brain cross talk</article-title>
<alt-title alt-title-type="left-running-head">Zhu et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphar.2023.1258062">10.3389/fphar.2023.1258062</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Zhu</surname>
<given-names>Lin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2376695/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing&#x2013;original draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Yixuan</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing&#x2013;original draft/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Pan</surname>
<given-names>Calvin Q.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1258312/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/project administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing&#x2013;review and editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Xing</surname>
<given-names>Huichun</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1906224/overview"/>
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<aff id="aff1">
<sup>1</sup>
<institution>Center of Liver Diseases Division 3</institution>, <institution>Beijing Ditan Hospital</institution>, <institution>Capital Medical University</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Division of Gastroenterology and Hepatology</institution>, <institution>BaoJi Central Hospital</institution>, <addr-line>Shaanxi</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Division of Gastroenterology and Hepatology</institution>, <institution>NYU Langone Health</institution>, <institution>New York University School of Medicine</institution>, <addr-line>New York</addr-line>, <addr-line>NY</addr-line>, <country>United States</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Center of Liver Diseases</institution>, <institution>Peking University Ditan Teaching Hospital</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1136942/overview">Zhengsheng Zou</ext-link>, Fifth Medical Center of the PLA General Hospital, China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2378885/overview">Hui Yang</ext-link>, First Hospital of Shanxi Medical University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1705869/overview">Yan Wang</ext-link>, Peking University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Calvin Q. Pan, <email>Panc01@nyu.edu</email>; Huichun Xing, <email>hchxing@sohu.com</email>, <email>hchxing@ccmu.edu. com</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>04</day>
<month>08</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1258062</elocation-id>
<history>
<date date-type="received">
<day>13</day>
<month>07</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>27</day>
<month>07</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Zhu, Wang, Pan and Xing.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Zhu, Wang, Pan and Xing</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Alcohol-related liver disease (ALD) from excessive alcohol intake has a unique gut microbiota profile. The disease progression-free survival in ALD patients has been associated with the degree of gut dysbiosis. The vicious cycles between gut dysbiosis and the disease progression in ALD including: an increase of acetaldehyde production and bile acid secretion, impaired gut barrier, enrichment of circulating microbiota, toxicities of microbiota metabolites, a cascade of pro-inflammatory chemokines or cytokines, and augmentation in the generation of reactive oxygen species. The aforementioned pathophysiology process plays an important role in different disease stages with a spectrum of alcohol hepatitis, ALD cirrhosis, neurological dysfunction, and hepatocellular carcinoma. This review aims to illustrate the pathophysiology of gut microbiota and clarify the gut-brain crosstalk in ALD, which may provide the opportunity of identifying target points for future therapeutic intervention in ALD.</p>
</abstract>
<kwd-group>
<kwd>alcohol-related liver disease</kwd>
<kwd>alcohol-related cirrhosis</kwd>
<kwd>alcohol-related hepatitis</kwd>
<kwd>alcohol use disorder</kwd>
<kwd>gut dysbiosis</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Key Research and Development Program of China<named-content content-type="fundref-id">10.13039/501100012166</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Beijing Municipal Science and Technology Commission<named-content content-type="fundref-id">10.13039/501100009592</named-content>
</contract-sponsor>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Gastrointestinal and Hepatic Pharmacology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Alcohol-related liver disease (ALD) has become an important public health problem with high incidence and mortality (<xref ref-type="bibr" rid="B56">Llopis et al., 2016</xref>; <xref ref-type="bibr" rid="B30">EASL Clinical Practice Guidelines: European Association for the Study of the Liver, 2018</xref>). It has a variety of clinical presentations with a spectrum from alcoholic hepatitis to liver cirrhosis. ALD has become a worldwide public health concern (approximately 4.2% of the population) and caused approximately 5.9% of all deaths every year (2018). However, 2.3 billion people between the ages of 15 and 59 were still active alcohol drinkers (<xref ref-type="bibr" rid="B13">Borrelli et al., 2022</xref>). The economic burden of ALD contributes significantly to the healthcare cost, which has been estimated at 125 billion Euros in the European Union and 249 billion dollars in the United States in 2010 (<xref ref-type="bibr" rid="B6">Axley et al., 2019</xref>).</p>
<p>The gut microbiome thrives in our alimentary tract in a symbiotic manner and affects the function of the gastrointestinal tract or liver, and <italic>vice versa</italic> (<xref ref-type="bibr" rid="B38">Gupta et al., 2021</xref>). In the last decade, lots of articles illustrated the pathophysiology of ALD and gut microbiota (<xref ref-type="bibr" rid="B62">Mutlu et al., 2012</xref>; <xref ref-type="bibr" rid="B54">Leclercq et al., 2014b</xref>; <xref ref-type="bibr" rid="B11">Bajaj et al., 2017</xref>; <xref ref-type="bibr" rid="B15">Brandl et al., 2018</xref>; <xref ref-type="bibr" rid="B23">Ciocan et al., 2018</xref>; <xref ref-type="bibr" rid="B22">Chu et al., 2020</xref>; <xref ref-type="bibr" rid="B50">Lang et al., 2020</xref>; <xref ref-type="bibr" rid="B10">Bajaj et al., 2021</xref>). To be specific, the gut microbiota contributed to individual susceptibility to ALD through the metabolic pathway, immune signaling pathway, and gut-brain axis (<xref ref-type="bibr" rid="B67">Queipo-Ortu&#xf1;o et al., 2012</xref>; <xref ref-type="bibr" rid="B56">Llopis et al., 2016</xref>; <xref ref-type="bibr" rid="B8">Bajaj, 2019</xref>). Moreover, alcohol dependence and liver dysfunction have a negative impact on the gut microbiota in ALD patients (<xref ref-type="bibr" rid="B29">Dubinkina et al., 2017</xref>). This current review mainly focused on the pathophysiology of gut microbiota and clarifies the gut-brain cross talk in ALD, which may provide the opportunity of identifying target points for future therapeutic intervention in ALD. We believe that the review will enhance our understanding of the topic and provide clear information for the potential therapeutic intervention through the targeting therapy of gut microbiota.</p>
</sec>
<sec id="s2">
<title>2 Literature search method</title>
<p>The literature search was performed on the PubMed database for studies published between 1/2010 to 6/2022 by using the search strategy shown in the <xref ref-type="sec" rid="s13">Supplementary Material S1</xref>. The current review included data from randomized controlled trials, observational cohort studies, and animal studies. Studies were excluded: 1) All reviews including meta-analysis or the sample size too small in the ALD arm (n &#x3c; 10); 2) Patients or animals co-infected with other liver diseases. 3) Not related to our topic. Based on the keyword search on the aforementioned, a total of 1398 articles were identified, and 69 articles were finally enrolled (<xref ref-type="sec" rid="s13">Supplementary Material S2</xref>). The literature search was performed by 2 authors (LZ and YW). The disagreement on the study selections was arbitrated by the discussions with the corresponding author (HX and CP) and resolved with the group consensus.</p>
</sec>
<sec id="s3">
<title>3 Alcohol effects on gut pathophysiology and microbiota</title>
<p>Alcohol has a direct toxic effect on endoplasmic reticulum structure and function in hepatocytes, also resulting in intestinal stem cell dysregulation and long-lasting intestinal damage (<xref ref-type="bibr" rid="B42">Howarth et al., 2012</xref>; <xref ref-type="bibr" rid="B57">Lu et al., 2017</xref>). Chronic alcohol intake also enhances Tumor Necrosis Factor (TNF)-&#x3b1; expression in the jejunum of mice, human intestinal monocytes, and macrophages (<xref ref-type="bibr" rid="B18">Chen et al., 2015a</xref>). Elevated systemic TNF-&#x3b1; contributed to the activation of TNF receptor I on intestinal epithelial cells and phosphorylation of myosin light chain kinase to redistribute tight junction proteins and increases intestinal permeability (<xref ref-type="bibr" rid="B18">Chen et al., 2015a</xref>). Additionally, alcohol-induced gut leakiness from binging alcohol has been linked to the increase of cytochrome P450-2E1(CYP2E1), apoptosis of enterocytes, and production of nitration followed by ubiquitin-dependent proteolytic degradation of the junctional complex proteins (<xref ref-type="bibr" rid="B1">Abdelmegeed et al., 2013</xref>). Alcohol suppressed antimicrobial-regenerating islet-derived (REG)-3B lectins and REG3G gene and protein expression. REG3B and REG3G, as secreted C-type lectins mainly expressed in the intestinal epithelial and Paneth cells, had bactericidal activity against Gram-positive and Gram-negative bacteria respectively (<xref ref-type="bibr" rid="B84">Wang et al., 2016</xref>). Moreover, alcohol feeding of mice also disrupted the gut mucus layer and diminished mucosal thickness (<xref ref-type="bibr" rid="B37">Grander et al., 2018</xref>). Several studies suggest that intestinal aerobes and facultative anaerobes, like <italic>Ruminococcus</italic>, <italic>Prevotella</italic>, <italic>Collinsella</italic>, <italic>Staphylococcus</italic>, <italic>Corynebacterium, Escherichia</italic>, <italic>Streptococcus</italic>, were responsible for alcohol dehydrogenase-mediated ethanol oxidation under aerobic and even microaerobic conditions (<xref ref-type="bibr" rid="B79">Suen et al., 2011</xref>; <xref ref-type="bibr" rid="B82">Tsuruya et al., 2016</xref>). The accumulation of acetaldehyde further inhibited the expression of tight junction protein and promotes mucosa-associated microbiota translocated through the intestinal barrier to mesenteric lymph nodes and liver (<xref ref-type="bibr" rid="B84">Wang et al., 2016</xref>).</p>
<p>Alcohol can also affect gut bacteria profiles and features directly or change the composition of gut biofilms through bile acid synthesis indirectly. In the presence of alcohol, pathogenic bacteria like A<italic>cinetobacter baumannii</italic> enhanced its virulence significantly correlates with the acidification of bacterial cultures (<xref ref-type="bibr" rid="B64">Nwugo et al., 2012</xref>). Chronic alcohol abuse suppressed the bacterial genes involved in the biosynthesis of saturated long-chain fatty acids (LCFAs), inhibiting the proliferation of <italic>Lactobacilli</italic> which metabolizes saturated LCFA (<xref ref-type="bibr" rid="B19">Chen et al., 2015b</xref>). Primary bile acids such as cholic acid and chenodeoxycholic acid were synthesized through the Cholesterol 7-alpha-hydroxycholesterol (CYP7A1) classical pathway or the Cholesterol 27-hydroxycholesterol (CYP27A1) alternative pathway (<xref ref-type="bibr" rid="B21">Chiang, 2013</xref>). Alcohol upregulated the expression of CYP7A1 and CYP27A1 via the activation of hepatic cannabinoid receptor type 1 and suppressed fibroblast growth factor 15 gene expression to promote the synthesis of bile acids (<xref ref-type="bibr" rid="B89">Xie et al., 2013</xref>). Continued alcohol misuse also induced human fibroblast growth factor 19 gene expression in biliary epithelial cells and ductular cells, followed by total and conjugated bile acids increased significantly (<xref ref-type="bibr" rid="B11">Bajaj et al., 2017</xref>; <xref ref-type="bibr" rid="B15">Brandl et al., 2018</xref>). Bile acids exert a bacteriostatic effect, directly damaging DNA and destroying the bacterial membrane of bacterial. (<xref ref-type="bibr" rid="B59">Merritt and Donaldson, 2009</xref>; <xref ref-type="bibr" rid="B47">Kakiyama et al., 2013</xref>).</p>
</sec>
<sec id="s4">
<title>4 Microbiota in patients with Alcohol-related liver disease</title>
<p>Alcoholics with dysbiosis had a reduced bacterial diversity, decreased abundance of <italic>Bacteroidetes</italic>, and increased <italic>Proteobacteria</italic> (<xref ref-type="bibr" rid="B62">Mutlu et al., 2012</xref>). The changes of gut microbiotas have been observed at both of the phylum and family levels in patients with alcohol dependence syndrome (ADS) (<xref ref-type="bibr" rid="B54">Leclercq et al., 2014b</xref>; <xref ref-type="bibr" rid="B29">Dubinkina et al., 2017</xref>). At the phylum level, <italic>Bacteroidetes</italic> and <italic>Firmicutes</italic> of alcoholics decreased significantly, whereas <italic>Proteobacteria</italic>, <italic>Fusobacteria</italic>, and <italic>Actinobacteria</italic> increased. At the family level, there was a decrease in <italic>Ruminococcaceae</italic> significantly but an increase in both <italic>Lachnospiraceae</italic> and <italic>Enterobacteriaceae</italic> (<xref ref-type="bibr" rid="B54">Leclercq et al., 2014b</xref>; <xref ref-type="bibr" rid="B29">Dubinkina et al., 2017</xref>). Also observed that <italic>Prevotellaceae</italic> was enriched in alcohol-related cirrhosis (ALC) compared with controls and other etiologies cirrhotics (<xref ref-type="bibr" rid="B20">Chen et al., 2011</xref>). Moreover, Bajaj has summarized articles about alcoholic cirrhosis and microbiota composition or function in humans from 2012 to 2018 (<xref ref-type="bibr" rid="B8">Bajaj, 2019</xref>). There were 2 updated novel-related studies from 2018 to now. It is shown that ALD patients who had a lower fungal diversity with an overgrowth of <italic>Candida</italic> and higher serum anti-Saccharomyces cerevisiae antibodies had increased mortality (<xref ref-type="bibr" rid="B50">Lang et al., 2020</xref>).</p>
<p>Upregulation of systemic inflammation including inflammation in the oral cavity, gut, and liver is postulated to be a motivating factor of ALD (<xref ref-type="bibr" rid="B2">Acharya et al., 2017</xref>). The oral mucosa serves as the first line of defense due to the function of salivary immunoglobulins, agglutinins, histatins, and lysozyme. Enrolled 102 cirrhotics (38% alcohol-related) to analyze salivary and stool microbiomes. They observed that the lower salivary microbiota ratio (calculated by <italic>Lachnospiraceae</italic> &#x2b; <italic>Ruminococcaceae</italic> &#x2b; <italic>Clostridiales Incertae Sedis XIV</italic>/<italic>Streptococcaceae</italic>), the lower cirrhosis dysbiosis ratio (calculated by <italic>Lachnospiraceae</italic> &#x2b; R<italic>uminococcaceae</italic> &#x2b; C<italic>lostridiales Incertae Sedis XIV</italic> &#x2b; V<italic>eillonelllaceae</italic>/<italic>Enterobacteriaceae</italic> &#x2b; <italic>Bacteroidaceae</italic>), indicates oral dysbiosis and gut dysbiosis respectively (<xref ref-type="bibr" rid="B9">Bajaj et al., 2015</xref>). Furthermore, patients marked with salivary dysbiosis confront a higher 90-day liver-related hospitalization rate than those not. The possible cause may be related to oral microbiota invading the gut under the changes in gut pH or bile acid dysregulation of ALD. Patients with ADS had significantly increased oral-oriented microbes like <italic>Lactobacillus salivarius</italic>, <italic>Veillonella parvula</italic>, and <italic>Streptococcus salivarius</italic> (<xref ref-type="bibr" rid="B29">Dubinkina et al., 2017</xref>). When applying periodontal therapy in alcohol-related cirrhotics, the model for end-stage liver disease (MELD) scores were improved as the results of alleviating oral-gut dysbiosis, and decreased endotoxin, lipopolysaccharide-binding protein (<xref ref-type="bibr" rid="B12">Bajaj et al., 2018</xref>).</p>
</sec>
<sec id="s5">
<title>5 Metabolites from microbiota in patients with Alcohol-related liver disease</title>
<p>Gut microbe-derived metabolites mainly included long-chain fatty acids (LCFAs), short-chain fatty acids (SCFAs), mucus, secondary bile acids, indole or phenol derivatives, and vitamin B (<xref ref-type="table" rid="T1">Table 1</xref>) (<xref ref-type="bibr" rid="B35">Fan and Pedersen, 2021</xref>). Methods like integrated analyses of the microbiome and linked metabolomes as well as microbiome-wide association studies can be used to profile the gut metabolome characteristic, including shotgun-based sequencing, various bioinformatic algorithms, strain-level profiling, and so on (<xref ref-type="bibr" rid="B35">Fan and Pedersen, 2021</xref>). Bioinformatics analyses such as the Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis have been applied to identify potential mechanistic links between the gut microbiome and metabolome. KEGG is a database and helpful tool for understanding most of the known metabolic pathways based on sequence similarity to proteins with known functional characteristics. For ALD patients, seven KEGG pathways were significantly increased (Galactose metabolism Porphyrin, chlorophyll metabolism, ABC transporters, phosphotransferase system, fructose or mannose metabolism, glutathione metabolism, and biosynthesis of siderophore group non-ribosomal peptides) (<xref ref-type="bibr" rid="B29">Dubinkina et al., 2017</xref>). Besides, there were significantly lower fecal metabolites focused on bioenergetics (citrate, malate, or phosphate), amino acids (threonine, ornithine, or serine), and pyrimidine intermediates (ribosine, orotic acid, or hexonate) (<xref ref-type="bibr" rid="B47">Kakiyama et al., 2013</xref>; <xref ref-type="bibr" rid="B11">Bajaj et al., 2017</xref>; <xref ref-type="bibr" rid="B15">Brandl et al., 2018</xref>; <xref ref-type="bibr" rid="B23">Ciocan et al., 2018</xref>; <xref ref-type="bibr" rid="B35">Fan and Pedersen, 2021</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Gut metabolites as protective factors in ALD.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th colspan="2" align="left">Microbiota metabolites</th>
<th align="left">Reference</th>
<th align="left">Trials type</th>
<th align="left">Key findings</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="3" colspan="2" align="left">Bile acids</td>
<td align="left">
<xref ref-type="bibr" rid="B23">Ciocan et al. (2018)</xref>
</td>
<td align="left">Human studies</td>
<td align="left">Bile acids positively correlates with the histological severity of liver inflammation via the activation of various nuclear receptors, such as FXR.</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B56">Llopis et al. (2016)</xref>
</td>
<td align="left">Animal model</td>
<td align="left">CDCA and UDCA of mice were decreased with the progression form non- hepatitis to sAH.</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B46">Kakiyama et al. (2014)</xref>
</td>
<td align="left">Human studies</td>
<td align="left">In ALC patients, the conversion of primary BAs to secondary BAs decreased</td>
</tr>
<tr>
<td rowspan="2" colspan="2" align="left">Arachidonic acid</td>
<td align="left">
<xref ref-type="bibr" rid="B60">Miyamoto et al. (2019)</xref>
</td>
<td align="left">Animal model</td>
<td align="left">Associated with a low level of VLDL and a high level of HDL.</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B96">Zheng et al. (2020)</xref>
</td>
<td align="left">Animal model</td>
<td align="left">
<italic>Lactobacillus</italic> were involved in arachidonic acid metabolism and reverse arachidonic acid-mediated adipose inflammation and liver lipid accumulation</td>
</tr>
<tr>
<td rowspan="2" colspan="2" align="left">Butyrate</td>
<td align="left">
<xref ref-type="bibr" rid="B24">Cresci et al. (2017)</xref>
</td>
<td align="left">Animal model</td>
<td align="left">Protecting the gut barrier in preserving tight junction protein expression</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B70">Roychowdhury et al. (2019)</xref>
</td>
<td align="left">Animal model</td>
<td align="left">Depletion of butyrate producing bacteria is associated with increased endotoxemia, hepatic inflammation, steatosis, and gut permeability</td>
</tr>
<tr>
<td rowspan="4" align="left">Tryptophan</td>
<td align="left">IAA</td>
<td align="left">
<xref ref-type="bibr" rid="B75">Shu et al. (2015)</xref>
</td>
<td align="left">Cell model</td>
<td align="left">
<italic>Acinetobacter baumannii</italic> can degrade IAA.</td>
</tr>
<tr>
<td rowspan="3" align="left">IPA</td>
<td rowspan="2" align="left">
<xref ref-type="bibr" rid="B27">Dodd et al. (2017)</xref>
</td>
<td align="left">Cell model</td>
<td rowspan="2" align="left">IPA is produced by gut symbiont <italic>Clostridium sporogenes</italic>
</td>
</tr>
<tr>
<td align="left">&#x2b;Animal model</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B45">Jennis et al. (2018)</xref>
</td>
<td align="left">Animal model</td>
<td align="left">Regulate intestinal barrier function and decrease intestinal permeability mediated by the pregnane X receptor</td>
</tr>
</tbody>
</table>
</table-wrap>
<sec id="s5-1">
<title>5.1 Bile acids involved in the disease progression</title>
<p>Gut microbiota played a key role in bile acid homeostasis. Several studies found that alcohol-related hepatitis or cirrhosis in patients with ALD had higher total fecal bile acids, total secondary bile acids, deoxycholic acid, lithocholic acid, and a higher concentration of serum conjugated deoxycholic acid (<xref ref-type="bibr" rid="B46">Kakiyama et al., 2014</xref>; <xref ref-type="bibr" rid="B23">Ciocan et al., 2018</xref>). As a choloylglycine hydrolase produced by gut microbiota, bile salt hydrolase (BSHs) can catalyze the hydrolysis of conjugated bile salts into deconjugated bile acids. As a result, the transformation of primary bile acids to secondary bile acids increased. BSHs were distributed in 591 intestinal bacterial strains within 117 genera in human microbiota, mainly distributed in the family <italic>Firmicutes</italic> and <italic>Proteobacteria</italic>, genus <italic>Bacillus</italic>, <italic>Staphylococcus</italic>, <italic>Bacteroides</italic>, <italic>Lactobacillus</italic>, <italic>Enterococcus</italic>, and <italic>Clostridium</italic> (<xref ref-type="bibr" rid="B77">Song et al., 2019</xref>). Gut microbiota, Serving as an important metabolic organ of the host (<xref ref-type="bibr" rid="B20">Chen et al., 2011</xref>), has significant effects on the metabolism of bile acids in patients with ALD. Bile acids positively correlate with the histological severity of liver inflammation via the activation of various nuclear receptors, such as the farnesoid X receptor (FXR) (<xref ref-type="bibr" rid="B23">Ciocan et al., 2018</xref>). In animal studies, under the same drinking state, the fecal chenodeoxycholic acid (CDCA) and ursodeoxycholic acid (UDCA) of mice were decreased with the progression from non-hepatitis to severe AH (sAH) (<xref ref-type="bibr" rid="B56">Llopis et al., 2016</xref>). Ursodeoxycholic acid (UDCA), a hydrophilic bile acid that is the hepatoprotective metabolite of CDCA could induce the production of class I alcohol dehydrogenase (ADH1) and accelerate the transformation and metabolism of ethanol. Alcohol dehydrogenase 1 (ADH1) gene polymorphism may be one of the reasons for the different susceptibility to ALD (<xref ref-type="bibr" rid="B31">Ehlers et al., 2012</xref>).</p>
</sec>
<sec id="s5-2">
<title>5.2 Other gut metabolites served as the protective factors in Alcohol-related liver disease</title>
<p>Some gut microbe-derived metabolites involving SCFAs, LCFAs, mucus, indole derivatives, and vitamin B had protective effects on the gut and liver (<xref ref-type="bibr" rid="B60">Miyamoto et al., 2019</xref>; <xref ref-type="bibr" rid="B96">Zheng et al., 2020</xref>). <italic>Lactobacillus</italic> was involved in arachidonic acid metabolism and can reverse arachidonic acid-mediated adipose inflammation and liver lipid accumulation, thus exerting protective effects on ALD liver steatosis (<xref ref-type="bibr" rid="B60">Miyamoto et al., 2019</xref>; <xref ref-type="bibr" rid="B96">Zheng et al., 2020</xref>). Moreover, arachidonic acid can be transformed into potent bioactive compounds like lipoxins, prostaglandin E1, and prostaglandin I2, exerting anti-inflammatory effects in ALD (<xref ref-type="bibr" rid="B26">Das, 2019</xref>). Butyrate, as the major fuel source for the colonocyte and one of three predominant SCFAs (acetate, propionate, and butyrate), has a protective effect on the gut barrier in preserving tight junction protein expression (<xref ref-type="bibr" rid="B24">Cresci et al., 2017</xref>; <xref ref-type="bibr" rid="B70">Roychowdhury et al., 2019</xref>). Thus, the butyrate-producing bacteria <italic>Faecalibacterium prausnitzii</italic>, a dominant member of the <italic>Clostridium leptum</italic> subgroup, possessed anti-inflammatory and mucosal protective properties to mitigate ethanol-induced gut-liver injury (<xref ref-type="bibr" rid="B68">Rios-Covian et al., 2015</xref>).</p>
<p>The mucus barrier integrity is the first line of the intestinal tract. <italic>Akkermansia muciniphila</italic>, a mucin-degrading anaerobic bacterium that resides in the gut mucus layer, can utilize mucins as carbon and nitrogen source to restore mucus thickening and control the host mucus turnover (<xref ref-type="bibr" rid="B34">Everard et al., 2013</xref>; <xref ref-type="bibr" rid="B37">Grander et al., 2018</xref>). Moreover, <italic>Gegus Roseburia</italic> isolated from the gut can recover gut mucus integrity through upregulation of the protein occludin and MUC2(<xref ref-type="bibr" rid="B37">Grander et al., 2018</xref>). Restoration of mucus barrier function decreased expression of pro-inflammatory cytokines and dissemination of endotoxins in ALD (<xref ref-type="bibr" rid="B37">Grander et al., 2018</xref>).</p>
<p>Diverse bacterial species have been reported to produce tryptophan catabolites (<xref ref-type="bibr" rid="B40">Hendrikx et al., 2019</xref>). Indole-3-acetic acid (IAA), as a tryptophan catabolite and a microbiota-derived ligand of the aryl hydrocarbon receptor (AHR) which regulates AhR-dependent IL22 and Reg3g expression, strengthened the integrity of intestinal mucosa and reduced alcoholic-related liver inflammation (<xref ref-type="bibr" rid="B69">Roager and Licht, 2018</xref>). IAA degradation by a common pathogenic pathogen of ALD, such as <italic>Acinetobacter baumannii</italic>, via the indole-3-pyruvate (IPyA) pathway, which primarily involves IAA catabolic sites, catechol-degrading genes, and phenylacetic acid degrading genes, may be linked to the significant reduction of IAA levels in feces of patients with alcoholic hepatitis (<xref ref-type="bibr" rid="B75">Shu et al., 2015</xref>; <xref ref-type="bibr" rid="B55">Lin et al., 2018</xref>). Indolepropionic acid (IPA) is another tryptophan catabolite produced by gut symbiont <italic>Clostridium sporogenes</italic>, a bacteria from the phylum <italic>Firmicutes</italic>. <italic>Clostridium sporogenes</italic> can generate aromatic amino acid (tryptophan, phenylalanine, and tyrosine) metabolites via aromatic amino acid aminotransferase reductive pathways (<xref ref-type="bibr" rid="B27">Dodd et al., 2017</xref>). IPA can regulate intestinal barrier function and decrease intestinal permeability mediated by the pregnane X receptor (<xref ref-type="bibr" rid="B45">Jennis et al., 2018</xref>). The vitamin B was able to regulate the methionine metabolic cycle in the liver and essential for the production of glutathione, the antioxidant against oxidative liver injury (<xref ref-type="bibr" rid="B39">Halsted, 2013</xref>). Some related species of <italic>Bifidobacterium</italic> and <italic>Lactobacillus</italic> (like <italic>Bifidobacterium longum</italic> and <italic>Lactobacillus reuteri</italic>), normally existing in the human gut, were involved in the <italic>denovo</italic> synthesis process of folate and vitamin B12. These species may have a vital role in the treatment of ALD (<xref ref-type="bibr" rid="B51">LeBlanc et al., 2013</xref>).</p>
</sec>
</sec>
<sec id="s6">
<title>6 Gut microbiota and immune response</title>
<p>The appropriate immune response in the liver is dependent on the pattern recognition receptors expressed by liver sinusoidal endothelial cells, hepatocytes, Kupffer cells, dendritic cells, and liver-resident lymphocytes through the activation of receptors like Toll-like receptors (TLRs) (<xref ref-type="bibr" rid="B44">Jenne and Kubes, 2013</xref>). In ALD patients, gut microbiota can get across the intestinal barrier and circulate to the liver through the portal vein to interact with the liver (<xref ref-type="bibr" rid="B16">Bruellman and Llorente, 2021</xref>). As a result, a prolonged inflammatory immune response is activated, as shown in <xref ref-type="fig" rid="F1">Figure 1</xref>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>The pathogens or components interact with the liver in ALD patients Gut microbes can get across the intestinal barrier then interact with the liver. The pathogens or components like lipopolysaccharide (LPS), peptidoglycan (PGN), flagellin, cytolysin, &#x3b2;-glucan, or candidalysin, prolonged inflammatory immune response may contribute to fibrosis even cirrhosis. Abbreviations: LPS, lipopolysaccharide; PGN, peptidoglycan.</p>
</caption>
<graphic xlink:href="fphar-14-1258062-g001.tif"/>
</fig>
<sec id="s6-1">
<title>6.1 Mechanism of gut microbiota aggravating liver injury</title>
<p>Recently, the pathophysiology of several bacteria or their products triggering liver immune injury has been studied extensively. Gram-negative bacteria were surrounded by a thin PGN cell wall. Muramyl dipeptide, the minimal bioactive cytosolic structure of PGN, can not only stimulate TLR2 receptors on lymphocytes and monocytes but also interact with Nod-like receptor proteins NOD2 or NLRP3 (<xref ref-type="bibr" rid="B52">Leclercq et al., 2014a</xref>). The MyD88-dependent pathway in lymphocytes or monocytes was activated, which lead to the production of TNF-&#x3b1;, IL-6, IL-1&#x3b2;, and IL-18 (<xref ref-type="bibr" rid="B73">Schroder and Tschopp, 2010</xref>). In a recent study on alcohol-dependence patients, there were pieces of evidence that PGN may also cross the gut barrier and contribute to the high concentration of PGN in the plasma (<xref ref-type="bibr" rid="B52">Leclercq et al., 2014a</xref>). As an antigen from Gram-negative bacteria surface, the LPS can bind into the pattern-recognition receptors such as TLR4 of the Kupffer cells in the liver and trigger the production of proinflammatory mediators including TNF&#x3b1; (<xref ref-type="bibr" rid="B61">Mukherjee et al., 2014</xref>; <xref ref-type="bibr" rid="B56">Llopis et al., 2016</xref>). Furthermore, this can induce the activation of mitogen-activated protein kinase and nuclear transcription factor kappa B(NF-&#x3ba;B) pathway and lead to reactive oxygen species and persistent liver inflammation in ALD (<xref ref-type="bibr" rid="B61">Mukherjee et al., 2014</xref>; <xref ref-type="bibr" rid="B56">Llopis et al., 2016</xref>). As a main component of the bacterial flagellum, flagellin plays an important role in bacterial motility. In an animal study, liver injury was observed in mice because of increased levels of flagellin (<xref ref-type="bibr" rid="B93">Yoon et al., 2012</xref>). The injury was thought to be an immune injury triggered by the activation of TLR5 in the antimicrobial peptide-secreting paneth cells, which had the unique protein-binding TLR for the flagellin component in b- and g-Proteobacteria. The activation of TLR5 further initiated the MyD88-dependent signaling pathway and promoted the proinflammatory transcription factor NF-&#x3ba;B, leading to immune clearance against flagellated bacteria (<xref ref-type="bibr" rid="B92">Yang and Yan, 2017</xref>). Since rapid immune responses to flagellin have been observed in hepatocytes, epithelial cells, monocytes, and DCs, and increased <italic>Proteobacteria</italic> were found in ALD-related studies, this has led to the disease progression in patients with ALD (<xref ref-type="bibr" rid="B20">Chen et al., 2011</xref>; <xref ref-type="bibr" rid="B32">Engen et al., 2015</xref>; <xref ref-type="bibr" rid="B53">Leclercq et al., 2020</xref>). Cytolysin is a two-subunit exotoxin secreted by <italic>Enterococcus faecalis</italic>. Cytolysin may use lipid II as a docking molecule to lyse target cell membranes such as bacteria, erythrocytes, or eukaryotic cells. However, it can prevent self-lysis through the activity of the immunity factor CyII and the pheromone quorum signaling pathway (<xref ref-type="bibr" rid="B83">Van Tyne et al., 2013</xref>). A study showed that alcoholic hepatitis patients had increased fecal numbers of <italic>E. faecalis</italic> (<xref ref-type="bibr" rid="B28">Duan et al., 2019</xref>), and the presence of cytolysin-positive (cytolytic) <italic>E. faecalis</italic> correlated with severe liver damage and high mortality in patients with ALD (<xref ref-type="bibr" rid="B28">Duan et al., 2019</xref>).</p>
<p>There are three predominant commensal fungal species in the human gut, which include <italic>Candida</italic>, <italic>Saccharomyces cerevisiae</italic>, and <italic>Malassezia</italic> (<xref ref-type="bibr" rid="B87">Wang et al., 2014</xref>). Alcohol-dependent patients displayed decreased gut fungal diversity and overgrowth of <italic>Candida</italic>. &#x3b2;-glucan is a cell wall polysaccharide found in most fungi like <italic>Candida</italic>. As a result of <italic>candida</italic> overgrowth, a higher concentration of &#x3b2;-glucan circulated to the liver and induced hepatic inflammation via a receptor of the C-type lectin domain family 7 member A (CLEC7A) on Kupffer cells (<xref ref-type="bibr" rid="B91">Yang et al., 2017</xref>). More specifically, the CLEC7A signaling pathway activates NLR family pyrin domain-containing 3 and caspase recruitment domain family member 9, leading to the production of mature IL-1&#x3b2;. IL-1&#x3b2; secretion contributed to hepatocyte injury and the development of ALD (<xref ref-type="bibr" rid="B25">Dambuza and Brown, 2015</xref>). Candidalysin is a cytolytic peptide toxin secreted by <italic>Candida</italic>, and associated with liver disease severity and mortality in alcohol-related hepatitis (AH) patients via participation in neutrophil recruitment and Type 17 immunity (<xref ref-type="bibr" rid="B63">Naglik et al., 2019</xref>).</p>
</sec>
<sec id="s6-2">
<title>6.2 Mechanism of gut microbiota attenuating liver injury</title>
<p>In contrast, the attenuating effect on hepatic injury has been associated with several microbiota in the gut. Study showed that <italic>L. reuteri</italic> promoted the expression of the anti-inflammatory cytokine IL-10 by suppressing NF-&#x3ba;B signaling pathways (<xref ref-type="bibr" rid="B43">Hsu et al., 2017</xref>). They also decreased the expression levels of hepatic IL-1&#x3b2;, IL-6, and TNF-&#x3b1; leading to the reduction of necro-inflammation in hepatocytes (<xref ref-type="bibr" rid="B43">Hsu et al., 2017</xref>). Besides, <italic>Lactobacillus rhamnosus GG</italic> inhibited CYP2E1 expression, p38 MAP kinase phosphorylation, TLR4/TLR5, and NF&#x3ba;B activation, which upregulated Nrf2 protein levels and attenuated the production of proinflammatory TNF&#x3b1; in C57BL/6N mice of chronic liver injury from alcohol (<xref ref-type="bibr" rid="B86">Wang et al., 2013</xref>). In addition, the protective effects of <italic>L. rhamnosus GG</italic> in ALD were also documented. The mechanism was speculated as a process of up-regulating multiple inducers and stabilizers including intestinal trefoil factor for the mucus layer (<xref ref-type="bibr" rid="B86">Wang et al., 2013</xref>). Regarding the effects of <italic>A. muciniphila</italic>, the presence of the bacteria not only reduce IL-1&#x3b2; and TNF-&#x3b1; expression but also reduces infiltration of myeloperoxidase and neutrophils in ALD (<xref ref-type="bibr" rid="B37">Grander et al., 2018</xref>). In terms of restoring intestinal barrier function, it is worth noting that some butyrate-producing bacteria such as <italic>Roseburia intestinalis</italic> can possibly enhance the expression of IL-22 and REG3g through their flagellin binding with TLR5 and attenuated the hepatic expression of TNF-a and IL-1b as well as lipid transport factors (<xref ref-type="bibr" rid="B74">Seo et al., 2020</xref>), such as PPAR-g and CD36. Restoring intestinal barriers help ameliorate ALD (<xref ref-type="bibr" rid="B74">Seo et al., 2020</xref>). The protective effects were summarized in <xref ref-type="fig" rid="F2">Figure 2</xref>. Flagellin is a double-edged sword that have some protective immune effects and the potential of inducing further liver injury, which depended on the bacterial density. Thus, caution should be taken when interpreting the study results or reviewing the contradictory data.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Protective commensal bacteria protect the liver by regulating the immune system. There were also some protective commensal bacteria such as <italic>Lactobacillus</italic>, Akkermansia muciniphila, and Roseburia can also protect the liver by regulating the immune system.Abbreviations: IL-1&#x3b2;, interleukin-1 beta; IL-6, interleukin-6; IL-10, interleukin-10; p38 MAPK, P38 mitogen-activated protein kinase; Nrf2 protein, nuclear factor erythroid 2-related factor 2 protein; REG3g, regenerating islet-derived protein 3 gamma; PPAR-g, Peroxisome proliferative activated receptor gamma; TLR, toll-like receptor; CD36, fatty acid transporter/CD36 molecule; NF-&#x3ba;B, nuclear transcription factor kappa B; CYP2E1, cytochrome P450-2E1.</p>
</caption>
<graphic xlink:href="fphar-14-1258062-g002.tif"/>
</fig>
</sec>
</sec>
<sec id="s7">
<title>7 Gut-brain axis in Alcohol-related liver disease</title>
<p>The changes in gut microbiota also influence the function of the brain. The gut microbiota communicates with the brain via the neuroendocrine or neuroimmune mechanisms, known as the gut-brain axis. Gut microbiota can produce neurotransmitters, precursors like 5-hydroxytryptamine(5-HT), dopamine, noradrenaline, L-glutamic acid, &#x3b3;-and aminobutyric acid (GABA), which can regulate the function of the central nervous system (<xref ref-type="bibr" rid="B74">Seo et al., 2020</xref>). In addition, other metabolites of gut microbiota, such as acetate, may affect the levels of 5-HT or other neurotransmitters and therefore influence human behavior (<xref ref-type="bibr" rid="B41">Holzer et al., 2012</xref>). Recently, <xref ref-type="bibr" rid="B66">Qamar et al., 2019</xref> used the Ingenuity Pathway Analysis Software to identify the alteration in neurotransmitters associated with alcohol consumption.</p>
<p>Several bacteria such as <italic>Streptococcus</italic>, <italic>Acinetobacter</italic>, <italic>Escherichia coli</italic>, and <italic>Clostridia</italic> can produce 5-HT directly or generate it via a bacteria-mediated tryptophan metabolism pathway (<xref ref-type="bibr" rid="B88">Williams et al., 2014</xref>; <xref ref-type="bibr" rid="B94">Zhang et al., 2021</xref>). The 5-HT levels were always significantly increased in ALD patients when compared with those in non-ALD patients (<xref ref-type="bibr" rid="B88">Williams et al., 2014</xref>; <xref ref-type="bibr" rid="B94">Zhang et al., 2021</xref>). The activation of 5-HT receptors promoted dopamine release in the reward circuitry and increased the risk of alcohol addiction (<xref ref-type="bibr" rid="B33">Enoch et al., 2011</xref>). In addition, central noradrenergic neurons can convert dopamine to norepinephrine (<xref ref-type="bibr" rid="B33">Enoch et al., 2011</xref>). Norepinephrine can affect the growth of <italic>Prevotella</italic> and other anaerobic bacteria as it can increase virulence gene expression and enhance iron acquisition in <italic>Clostridium</italic> (<xref ref-type="bibr" rid="B14">Boyanova, 2017</xref>). Furthermore, several bacteria strains have been reported to be able to produce dopamine and norepinephrine. They included <italic>E. coli</italic>, <italic>Proteus vulgaris</italic>, <italic>Staphylococcus aureus</italic>, and <italic>Bacillus subtilis</italic> (<xref ref-type="bibr" rid="B78">Strandwitz, 2018</xref>). Noradrenergic neurons also can be regulated by transmitters like glutamate and GABA. The GABA was produced through the &#x3b1;-decarboxylation of glutamate by the enzyme glutamate decarboxylase (<xref ref-type="bibr" rid="B72">Sarasa et al., 2020</xref>). Chronic alcohol exposure increased the extracellular glutamate concentration and suppressed GABA activity, leading to decrease glutamatergic synaptic transmission and further alcohol consumption. However, acute alcohol exposure resulted in the opposite effects (<xref ref-type="bibr" rid="B3">Alasmari et al., 2018</xref>). As GABA-producing bacteria and neuroactive bacteria, <italic>L. reuteri</italic> and <italic>L. rhamnosus</italic>, act on intrinsic primary afferent neurons in the mouse model (<xref ref-type="bibr" rid="B58">Mao et al., 2013</xref>; <xref ref-type="bibr" rid="B65">Pokusaeva et al., 2017</xref>; <xref ref-type="bibr" rid="B81">Tsai et al., 2020</xref>; <xref ref-type="bibr" rid="B96">Zheng et al., 2020</xref>), which transmit microbial messages to the brain via the vagus nerve. As a result, alcohol-induced hepatitis was alleviated.</p>
<p>The anxiety/depression-like behaviors in patients with chronic alcohol intake have been associated with the increase (<xref ref-type="bibr" rid="B95">Zhao et al., 2020</xref>) of pathogenic colonies like <italic>Actinobacteria</italic> and <italic>Adlercreutzia</italic>, which drive changes in inflammatory signaling and cytokine release, leading to GABA-1 receptor changes in the prefrontal cortex and the brain-derived neurotrophic factor/&#x3b1;1 subunit of &#x3b3;-aminobutyric acid A (<xref ref-type="bibr" rid="B49">Kelly et al., 2016</xref>; <xref ref-type="bibr" rid="B90">Xu et al., 2019</xref>), and finally influenced people&#x2019;s emotions. For example, at the withdrawal affect stage, microbiome-immune disruptions have been identified as potential mediators of front-limbic anomalies and derived emotional dysregulation in the alcohol addiction cycle (<xref ref-type="bibr" rid="B36">Gorky and Schwaber, 2016</xref>). On the one hand, the &#x201c;leaky gut&#x201d; allows inflammatory molecules to leak outside of the gut into the blood to generate peripheral inflammation, further activating microglia and causing a neuroinflammatory response (<xref ref-type="bibr" rid="B76">Skinner et al., 2009</xref>; <xref ref-type="bibr" rid="B48">Keita and S&#xf6;derholm, 2010</xref>). On the other hand, such alterations may prime the vagus nerve to alter its neuroprotective afferent signals or promote vagal signals that are in some harmful way (<xref ref-type="bibr" rid="B36">Gorky and Schwaber, 2016</xref>; <xref ref-type="bibr" rid="B17">Carbia et al., 2021</xref>). With the brain primed by vagal afferent alterations, it may be more susceptible to influence from the peripheral inflammatory response that occurs in response to alcohol withdrawal (<xref ref-type="fig" rid="F3">Figure 3</xref> and <xref ref-type="sec" rid="s13">Suplementary Material S3</xref>). Another common brain disorder among ALD patients is dementia which mostly occurs in women and may triple the risk of death (<xref ref-type="bibr" rid="B7">Bahorik et al., 2021</xref>). Gut microbiota dysbiosis such as the increase of <italic>Muribaculaceae</italic> and the decrease of <italic>Lactobacillus</italic> can lead to the peripheral accumulation of phenylalanine and isoleucine, which stimulates the proliferation of pro-inflammatory T helper 1 cells, contributing to dementia-associated neuroinflammation (<xref ref-type="bibr" rid="B71">Sahlman et al., 2016</xref>). Gut-resident <italic>Cyanobacteria</italic>-generated neurotoxins involving &#x3b2;-N-methylamino-l-alanine and saxitoxin may further aggravate neurodegenerative disease (<xref ref-type="bibr" rid="B4">Alkasir et al., 2017</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>The role of the gut-brain cross talk in alcohol withdrawal reaction.The whole mechanism of associations between the gut-brain cross-talk and the mental and neurological abnormal manifestations in the alcohol withdrawal reaction. <bold>(A)</bold> The vagus afferent nerve senses change in relative bacterial abundance through two pathways: one route of communication may be through direct interactions between vagal afferent neurons and bacteria or their metabolic products. Another route includes the effects of paracrine signaling from enterochromaffin (EC) cells and from enteroendocrine (EE) cells that interact with the gut lumen causing secretion of factors that affect nearby cells in the gut wall. <bold>(B)</bold> The state of the gut microbiome is reported to the brain via vagal projections to the nucleus tractus solitarius (NTS) by changes in the activity of the vagus nerve and in the neurochemical phenotype of the vagal afferent neurons in the nodose ganglia and their targets in the NTS. The NTS in turn has viscerosensory projections to the central nucleus of the amygdala (CeA) that involves norepinephrine (NE). Neuroinflammation in regions like the central nucleus of the amygdala (CeA) and others can contribute to emotional dysregulation seen in withdrawal. <bold>(C)</bold> Neurons expressing glucagon-like peptide 1 (GLP-1) and glutamate have been described to participate in these NTS viscerosensory projections to the CeA. Abbreviations: EE Cell, enteroendocrine cells; EC Cell, enterochromaffin cells; NTS, nucleus tractus solitarius; CeA, central nucleus of the amygdala; GLP-1, glucagon-like peptide 1; NE, norepinephrine.</p>
</caption>
<graphic xlink:href="fphar-14-1258062-g003.tif"/>
</fig>
<p>Hepatic encephalopathy (HE) is one of the end-stage manifestations of ALD, characterized by disturbances in mental status and neurological function. In cirrhosis, ammonia crossed the blood-brain barrier and led to astrocyte swelling and reactive oxygen species formation (<xref ref-type="bibr" rid="B5">Alsahhar and Rahimi, 2019</xref>). The increased <italic>Klebsiella</italic>, <italic>Proteus</italic>, and <italic>E. coli</italic> were related to the increased plasma levels of ammonia and endotoxin, contributing to the occurrence of hepatic encephalopathy in ALD (<xref ref-type="bibr" rid="B85">Wang et al., 2019</xref>). Moreover, the gut microbiota diversity was decreased during acute episodes of overt HE, and the relative abundances of <italic>Alistipes</italic>, <italic>Bacteroides</italic>, and <italic>Phascolarctobacterium</italic> were respectively associated with HE recurrence and overall survival during the subsequent 1-year follow-up (<xref ref-type="bibr" rid="B80">Sung et al., 2019</xref>).</p>
</sec>
<sec sec-type="conclusion" id="s8">
<title>8 Conclusion</title>
<p>The gut microbiota dysbiosis in ALD was initiated by oral-gut dysbiosis, followed by gut microbes&#x2019; colonization and circulating microbiota change. The factors that persistently aggravate disease progression in ALD patients have been explored in recent studies, which included Alcohol intake, gut microbiota change, gut metabolic dysregulation, activated inflammatory immune response, and neurological or behavioral deficits, giving a better understanding of the pathophysiology of gut dysbiosis in ALD and the pathway of the gut-brain cross talk. Further investigations into the pathogenic of dysbiosis and the mechanisms of certain protective bacteria in ALD may provide the therapeutic targeting points for the treatment of ALD and aid in selecting effective regimens with a favorable safety profile.</p>
</sec>
</body>
<back>
<sec sec-type="author-contributions" id="s9">
<title>Author contributions</title>
<p>LZ: Writing&#x2013;original draft. YW: Writing&#x2013;original draft. CP: Investigation, Project administration, Supervision, Writing&#x2013;review and editing. HX: Investigation, Project administration, Supervision, Writing&#x2013;review and editing. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s10">
<title>Funding</title>
<p>This work was supported by National Key R&#x26;D Program of China (2022YFC2304500); National Key R&#x26;D Program of China (2021YFC2301801); The Beijing Municipal of Science and Technology Major Project (20220383ky); Capital&#x2019;s Funds for Health Improvement and Research of China (CFH 2020-1-2171). The authors declare financial support was received for the research, authorship, and/or publication of this article.</p>
</sec>
<sec sec-type="COI-statement" id="s11">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s12">
<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="s13">
<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/fphar.2023.1258062/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fphar.2023.1258062/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.docx" id="SM1" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<sec id="s14">
<title>Abbreviations</title>
<p>AH, Alcohol-related Hepatitis; AHR, Aryl Hydrocarbon Receptor; ALD, Alcohol-related Liver Disease; BSHs, Bile Salt Hydrolase; CDCA, Chenodeoxycholic Acid; CYP2E1, Cytochrome P450-2E1; FXR,farnesoid X receptor; GABA, &#x3b3;-Aminobutyric Acid; HE, Hepatic Encephalopathy; IAA, Indole-3-acetic Acid; IPA, Indolepropionic Acid; KEGG, Kyoto Encyclopedia of Genes and Genomes; LCFAs, Long-Chain Fatty Acids; LPS, Lipopolysaccharide; NF-&#x3ba;B, Nuclear Transcription Factor Kappa B; PGN, Peptidoglycan; REG3B, Antimicrobial-regener; TNF, Tumor Necrosis Factor; 5HT, 5-Hydroxytryptamine.</p>
</sec>
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<title>References</title>
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