The severity of nonalcoholic fatty liver disease is associated with gut dysbiosis and shift in the metabolic function of the gut microbiota
Several animal studies have emphasized the role of gut microbiota in nonalcoholic fatty liver disease (NAFLD). However, data about gut dysbiosis in human NAFLD remain scarce in the literature, especially studies including the whole spectrum of NAFLD lesions. We aimed to evaluate the association betw...
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creator | Boursier, Jérôme Mueller, Olaf Barret, Matthieu Machado, Mariana Fizanne, Lionel Araujo‐Perez, Felix Guy, Cynthia D. Seed, Patrick C. Rawls, John F. David, Lawrence A. Hunault, Gilles Oberti, Frédéric Calès, Paul Diehl, Anna Mae |
description | Several animal studies have emphasized the role of gut microbiota in nonalcoholic fatty liver disease (NAFLD). However, data about gut dysbiosis in human NAFLD remain scarce in the literature, especially studies including the whole spectrum of NAFLD lesions. We aimed to evaluate the association between gut dysbiosis and severe NAFLD lesions, that is, nonalcoholic steatohepatitis (NASH) and fibrosis, in a well‐characterized population of adult NAFLD. Fifty‐seven patients with biopsy‐proven NAFLD were enrolled. Taxonomic composition of gut microbiota was determined using 16S ribosomal RNA gene sequencing of stool samples. Thirty patients had F0/F1 fibrosis stage at liver biopsy (10 with NASH), and 27 patients had significant F≥2 fibrosis (25 with NASH). Bacteroides abundance was significantly increased in NASH and F≥2 patients, whereas Prevotella abundance was decreased. Ruminococcus abundance was significantly higher in F≥2 patients. By multivariate analysis, Bacteroides abundance was independently associated with NASH and Ruminococcus with F≥2 fibrosis. Stratification according to the abundance of these two bacteria generated three patient subgroups with increasing severity of NAFLD lesions. Based on imputed metagenomic profiles, Kyoto Encyclopedia of Genes and Genomes pathways significantly related to NASH and fibrosis F≥2 were mostly related to carbohydrate, lipid, and amino acid metabolism. Conclusion: NAFLD severity associates with gut dysbiosis and a shift in metabolic function of the gut microbiota. We identified Bacteroides as independently associated with NASH and Ruminococcus with significant fibrosis. Thus, gut microbiota analysis adds information to classical predictors of NAFLD severity and suggests novel metabolic targets for pre‐/probiotics therapies. (Hepatology 2016;63:764–775) |
doi_str_mv | 10.1002/hep.28356 |
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However, data about gut dysbiosis in human NAFLD remain scarce in the literature, especially studies including the whole spectrum of NAFLD lesions. We aimed to evaluate the association between gut dysbiosis and severe NAFLD lesions, that is, nonalcoholic steatohepatitis (NASH) and fibrosis, in a well‐characterized population of adult NAFLD. Fifty‐seven patients with biopsy‐proven NAFLD were enrolled. Taxonomic composition of gut microbiota was determined using 16S ribosomal RNA gene sequencing of stool samples. Thirty patients had F0/F1 fibrosis stage at liver biopsy (10 with NASH), and 27 patients had significant F≥2 fibrosis (25 with NASH). Bacteroides abundance was significantly increased in NASH and F≥2 patients, whereas Prevotella abundance was decreased. Ruminococcus abundance was significantly higher in F≥2 patients. By multivariate analysis, Bacteroides abundance was independently associated with NASH and Ruminococcus with F≥2 fibrosis. Stratification according to the abundance of these two bacteria generated three patient subgroups with increasing severity of NAFLD lesions. Based on imputed metagenomic profiles, Kyoto Encyclopedia of Genes and Genomes pathways significantly related to NASH and fibrosis F≥2 were mostly related to carbohydrate, lipid, and amino acid metabolism. Conclusion: NAFLD severity associates with gut dysbiosis and a shift in metabolic function of the gut microbiota. We identified Bacteroides as independently associated with NASH and Ruminococcus with significant fibrosis. Thus, gut microbiota analysis adds information to classical predictors of NAFLD severity and suggests novel metabolic targets for pre‐/probiotics therapies. (Hepatology 2016;63:764–775)</description><identifier>ISSN: 0270-9139</identifier><identifier>EISSN: 1527-3350</identifier><identifier>DOI: 10.1002/hep.28356</identifier><identifier>PMID: 26600078</identifier><identifier>CODEN: HPTLD9</identifier><language>eng</language><publisher>United States: Wolters Kluwer Health, Inc</publisher><subject>Abundance ; Aged ; Amino acids ; Bacteroides ; Biopsy ; Dysbacteriosis ; Dysbiosis - complications ; Dysbiosis - microbiology ; Fatty liver ; Feces - microbiology ; Female ; Fibrosis ; Gastrointestinal Microbiome ; Genomes ; Hepatology ; Humans ; Intestinal microflora ; Life Sciences ; Lipid metabolism ; Liver - pathology ; Liver diseases ; Male ; Metabolism ; Metagenome ; Microbiota ; Middle Aged ; Multivariate analysis ; Non-alcoholic Fatty Liver Disease - complications ; Non-alcoholic Fatty Liver Disease - microbiology ; Non-alcoholic Fatty Liver Disease - pathology ; Prevotella ; Probiotics ; rRNA 16S ; Ruminococcus</subject><ispartof>Hepatology (Baltimore, Md.), 2016-03, Vol.63 (3), p.764-775</ispartof><rights>2015 by the American Association for the Study of Liver Diseases</rights><rights>2015 by the American Association for the Study of Liver Diseases.</rights><rights>2016 by the American Association for the Study of Liver Diseases</rights><rights>Distributed under a Creative Commons Attribution 4.0 International License</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4836-b95a84f91f6c8e54eb8b1c162e8bd109edc40c74cf44ae9247bf74b7b048bcec3</citedby><cites>FETCH-LOGICAL-c4836-b95a84f91f6c8e54eb8b1c162e8bd109edc40c74cf44ae9247bf74b7b048bcec3</cites><orcidid>0000-0002-7633-8476 ; 0000-0003-4866-5274</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fhep.28356$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fhep.28356$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>230,314,776,780,881,1411,27901,27902,45550,45551</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/26600078$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://univ-angers.hal.science/hal-02516681$$DView record in HAL$$Hfree_for_read</backlink></links><search><creatorcontrib>Boursier, Jérôme</creatorcontrib><creatorcontrib>Mueller, Olaf</creatorcontrib><creatorcontrib>Barret, Matthieu</creatorcontrib><creatorcontrib>Machado, Mariana</creatorcontrib><creatorcontrib>Fizanne, Lionel</creatorcontrib><creatorcontrib>Araujo‐Perez, Felix</creatorcontrib><creatorcontrib>Guy, Cynthia D.</creatorcontrib><creatorcontrib>Seed, Patrick C.</creatorcontrib><creatorcontrib>Rawls, John F.</creatorcontrib><creatorcontrib>David, Lawrence A.</creatorcontrib><creatorcontrib>Hunault, Gilles</creatorcontrib><creatorcontrib>Oberti, Frédéric</creatorcontrib><creatorcontrib>Calès, Paul</creatorcontrib><creatorcontrib>Diehl, Anna Mae</creatorcontrib><title>The severity of nonalcoholic fatty liver disease is associated with gut dysbiosis and shift in the metabolic function of the gut microbiota</title><title>Hepatology (Baltimore, Md.)</title><addtitle>Hepatology</addtitle><description>Several animal studies have emphasized the role of gut microbiota in nonalcoholic fatty liver disease (NAFLD). However, data about gut dysbiosis in human NAFLD remain scarce in the literature, especially studies including the whole spectrum of NAFLD lesions. We aimed to evaluate the association between gut dysbiosis and severe NAFLD lesions, that is, nonalcoholic steatohepatitis (NASH) and fibrosis, in a well‐characterized population of adult NAFLD. Fifty‐seven patients with biopsy‐proven NAFLD were enrolled. Taxonomic composition of gut microbiota was determined using 16S ribosomal RNA gene sequencing of stool samples. Thirty patients had F0/F1 fibrosis stage at liver biopsy (10 with NASH), and 27 patients had significant F≥2 fibrosis (25 with NASH). Bacteroides abundance was significantly increased in NASH and F≥2 patients, whereas Prevotella abundance was decreased. Ruminococcus abundance was significantly higher in F≥2 patients. By multivariate analysis, Bacteroides abundance was independently associated with NASH and Ruminococcus with F≥2 fibrosis. Stratification according to the abundance of these two bacteria generated three patient subgroups with increasing severity of NAFLD lesions. Based on imputed metagenomic profiles, Kyoto Encyclopedia of Genes and Genomes pathways significantly related to NASH and fibrosis F≥2 were mostly related to carbohydrate, lipid, and amino acid metabolism. Conclusion: NAFLD severity associates with gut dysbiosis and a shift in metabolic function of the gut microbiota. We identified Bacteroides as independently associated with NASH and Ruminococcus with significant fibrosis. Thus, gut microbiota analysis adds information to classical predictors of NAFLD severity and suggests novel metabolic targets for pre‐/probiotics therapies. (Hepatology 2016;63:764–775)</description><subject>Abundance</subject><subject>Aged</subject><subject>Amino acids</subject><subject>Bacteroides</subject><subject>Biopsy</subject><subject>Dysbacteriosis</subject><subject>Dysbiosis - complications</subject><subject>Dysbiosis - microbiology</subject><subject>Fatty liver</subject><subject>Feces - microbiology</subject><subject>Female</subject><subject>Fibrosis</subject><subject>Gastrointestinal Microbiome</subject><subject>Genomes</subject><subject>Hepatology</subject><subject>Humans</subject><subject>Intestinal microflora</subject><subject>Life Sciences</subject><subject>Lipid metabolism</subject><subject>Liver - pathology</subject><subject>Liver diseases</subject><subject>Male</subject><subject>Metabolism</subject><subject>Metagenome</subject><subject>Microbiota</subject><subject>Middle Aged</subject><subject>Multivariate analysis</subject><subject>Non-alcoholic Fatty Liver Disease - complications</subject><subject>Non-alcoholic Fatty Liver Disease - microbiology</subject><subject>Non-alcoholic Fatty Liver Disease - pathology</subject><subject>Prevotella</subject><subject>Probiotics</subject><subject>rRNA 16S</subject><subject>Ruminococcus</subject><issn>0270-9139</issn><issn>1527-3350</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqNksFu1DAQhi0EokvhwAsgS1zgkNZ2HNs5VlVhkVaih3K2bGdCXCXxEjut9hn60jikFAmpVe2DNTPf_NaMfoTeU3JCCWGnHexPmCor8QJtaMVkUZYVeYk2hElS1LSsj9CbGK8JITVn6jU6YkLkQKoNurvqAEe4gcmnAw4tHsNoehe60HuHW5Nytve5jBsfwUTAPmITY3DeJGjwrU8d_jkn3Byi9SEu1bHBsfNtwn7EKcsPkIxd9ebRJR_G5aOlsjQO3k0htybzFr1qTR_h3f17jH58ubg63xa771-_nZ_tCsdVKQpbV0bxtqatcAoqDlZZ6qhgoGxDSQ2N48RJ7lrODdSMS9tKbqUlXFkHrjxGn1fdzvR6P_nBTAcdjNfbs51ecoRVVAhFb2hmP63sfgq_ZohJDz466HszQpijplKKfCr1HFTImlYlFRn9-B96HeYpLz5qRkRFaEnyfYJatIiiRNT_pslrjHGC9mEkSvRiD53tof_YI7Mf7hVnO0DzQP71QwZOV-DW93B4XElvLy5Xyd8xdcPv</recordid><startdate>201603</startdate><enddate>201603</enddate><creator>Boursier, Jérôme</creator><creator>Mueller, Olaf</creator><creator>Barret, Matthieu</creator><creator>Machado, Mariana</creator><creator>Fizanne, Lionel</creator><creator>Araujo‐Perez, Felix</creator><creator>Guy, Cynthia D.</creator><creator>Seed, Patrick C.</creator><creator>Rawls, John F.</creator><creator>David, Lawrence A.</creator><creator>Hunault, Gilles</creator><creator>Oberti, Frédéric</creator><creator>Calès, Paul</creator><creator>Diehl, Anna Mae</creator><general>Wolters Kluwer Health, Inc</general><general>Wiley-Blackwell</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7T5</scope><scope>7TM</scope><scope>7TO</scope><scope>7U9</scope><scope>H94</scope><scope>K9.</scope><scope>7X8</scope><scope>1XC</scope><orcidid>https://orcid.org/0000-0002-7633-8476</orcidid><orcidid>https://orcid.org/0000-0003-4866-5274</orcidid></search><sort><creationdate>201603</creationdate><title>The severity of nonalcoholic fatty liver disease is associated with gut dysbiosis and shift in the metabolic function of the gut microbiota</title><author>Boursier, Jérôme ; Mueller, Olaf ; Barret, Matthieu ; Machado, Mariana ; Fizanne, Lionel ; Araujo‐Perez, Felix ; Guy, Cynthia D. ; Seed, Patrick C. ; Rawls, John F. ; David, Lawrence A. ; Hunault, Gilles ; Oberti, Frédéric ; Calès, Paul ; Diehl, Anna Mae</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4836-b95a84f91f6c8e54eb8b1c162e8bd109edc40c74cf44ae9247bf74b7b048bcec3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Abundance</topic><topic>Aged</topic><topic>Amino acids</topic><topic>Bacteroides</topic><topic>Biopsy</topic><topic>Dysbacteriosis</topic><topic>Dysbiosis - complications</topic><topic>Dysbiosis - microbiology</topic><topic>Fatty liver</topic><topic>Feces - microbiology</topic><topic>Female</topic><topic>Fibrosis</topic><topic>Gastrointestinal Microbiome</topic><topic>Genomes</topic><topic>Hepatology</topic><topic>Humans</topic><topic>Intestinal microflora</topic><topic>Life Sciences</topic><topic>Lipid metabolism</topic><topic>Liver - pathology</topic><topic>Liver diseases</topic><topic>Male</topic><topic>Metabolism</topic><topic>Metagenome</topic><topic>Microbiota</topic><topic>Middle Aged</topic><topic>Multivariate analysis</topic><topic>Non-alcoholic Fatty Liver Disease - complications</topic><topic>Non-alcoholic Fatty Liver Disease - microbiology</topic><topic>Non-alcoholic Fatty Liver Disease - pathology</topic><topic>Prevotella</topic><topic>Probiotics</topic><topic>rRNA 16S</topic><topic>Ruminococcus</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Boursier, Jérôme</creatorcontrib><creatorcontrib>Mueller, Olaf</creatorcontrib><creatorcontrib>Barret, Matthieu</creatorcontrib><creatorcontrib>Machado, Mariana</creatorcontrib><creatorcontrib>Fizanne, Lionel</creatorcontrib><creatorcontrib>Araujo‐Perez, Felix</creatorcontrib><creatorcontrib>Guy, Cynthia D.</creatorcontrib><creatorcontrib>Seed, Patrick C.</creatorcontrib><creatorcontrib>Rawls, John F.</creatorcontrib><creatorcontrib>David, Lawrence A.</creatorcontrib><creatorcontrib>Hunault, Gilles</creatorcontrib><creatorcontrib>Oberti, Frédéric</creatorcontrib><creatorcontrib>Calès, Paul</creatorcontrib><creatorcontrib>Diehl, Anna Mae</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Immunology Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Oncogenes and Growth Factors Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>MEDLINE - Academic</collection><collection>Hyper Article en Ligne (HAL)</collection><jtitle>Hepatology (Baltimore, Md.)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Boursier, Jérôme</au><au>Mueller, Olaf</au><au>Barret, Matthieu</au><au>Machado, Mariana</au><au>Fizanne, Lionel</au><au>Araujo‐Perez, Felix</au><au>Guy, Cynthia D.</au><au>Seed, Patrick C.</au><au>Rawls, John F.</au><au>David, Lawrence A.</au><au>Hunault, Gilles</au><au>Oberti, Frédéric</au><au>Calès, Paul</au><au>Diehl, Anna Mae</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The severity of nonalcoholic fatty liver disease is associated with gut dysbiosis and shift in the metabolic function of the gut microbiota</atitle><jtitle>Hepatology (Baltimore, Md.)</jtitle><addtitle>Hepatology</addtitle><date>2016-03</date><risdate>2016</risdate><volume>63</volume><issue>3</issue><spage>764</spage><epage>775</epage><pages>764-775</pages><issn>0270-9139</issn><eissn>1527-3350</eissn><coden>HPTLD9</coden><abstract>Several animal studies have emphasized the role of gut microbiota in nonalcoholic fatty liver disease (NAFLD). However, data about gut dysbiosis in human NAFLD remain scarce in the literature, especially studies including the whole spectrum of NAFLD lesions. We aimed to evaluate the association between gut dysbiosis and severe NAFLD lesions, that is, nonalcoholic steatohepatitis (NASH) and fibrosis, in a well‐characterized population of adult NAFLD. Fifty‐seven patients with biopsy‐proven NAFLD were enrolled. Taxonomic composition of gut microbiota was determined using 16S ribosomal RNA gene sequencing of stool samples. Thirty patients had F0/F1 fibrosis stage at liver biopsy (10 with NASH), and 27 patients had significant F≥2 fibrosis (25 with NASH). Bacteroides abundance was significantly increased in NASH and F≥2 patients, whereas Prevotella abundance was decreased. Ruminococcus abundance was significantly higher in F≥2 patients. By multivariate analysis, Bacteroides abundance was independently associated with NASH and Ruminococcus with F≥2 fibrosis. Stratification according to the abundance of these two bacteria generated three patient subgroups with increasing severity of NAFLD lesions. Based on imputed metagenomic profiles, Kyoto Encyclopedia of Genes and Genomes pathways significantly related to NASH and fibrosis F≥2 were mostly related to carbohydrate, lipid, and amino acid metabolism. Conclusion: NAFLD severity associates with gut dysbiosis and a shift in metabolic function of the gut microbiota. We identified Bacteroides as independently associated with NASH and Ruminococcus with significant fibrosis. Thus, gut microbiota analysis adds information to classical predictors of NAFLD severity and suggests novel metabolic targets for pre‐/probiotics therapies. (Hepatology 2016;63:764–775)</abstract><cop>United States</cop><pub>Wolters Kluwer Health, Inc</pub><pmid>26600078</pmid><doi>10.1002/hep.28356</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0002-7633-8476</orcidid><orcidid>https://orcid.org/0000-0003-4866-5274</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Abundance Aged Amino acids Bacteroides Biopsy Dysbacteriosis Dysbiosis - complications Dysbiosis - microbiology Fatty liver Feces - microbiology Female Fibrosis Gastrointestinal Microbiome Genomes Hepatology Humans Intestinal microflora Life Sciences Lipid metabolism Liver - pathology Liver diseases Male Metabolism Metagenome Microbiota Middle Aged Multivariate analysis Non-alcoholic Fatty Liver Disease - complications Non-alcoholic Fatty Liver Disease - microbiology Non-alcoholic Fatty Liver Disease - pathology Prevotella Probiotics rRNA 16S Ruminococcus |
title | The severity of nonalcoholic fatty liver disease is associated with gut dysbiosis and shift in the metabolic function of the gut microbiota |
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