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      Microbiome Signatures Associated with Steatohepatitis and Moderate to Severe Fibrosis in Children With Nonalcoholic Fatty Liver Disease

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          Abstract

          Background & Aims:

          The intestinal microbiome might affect development and severity of nonalcoholic fatty liver disease (NAFLD). We analyzed microbiomes of children with and without NAFLD.

          Methods:

          We performed a prospective, observational, cross-sectional study of 87 children (8–17 years old) with biopsy-proven NAFLD and 37 children with obesity without NAFLD (controls). Fecal samples were collected and microbiome composition and functions were assessed using 16S rRNA amplicon sequencing and metagenomic shotgun sequencing. Microbial taxa were identified using zero-inflated negative binomial modeling. Genes contributing to bacterial pathways were identified using gene set enrichment analysis.

          Results:

          Fecal microbiomes of children with NAFLD had lower α-diversity than controls (3.32 vs 3.52; P=.016). Fecal microbiomes from children with nonalcoholic steatohepatitis (NASH) had lowest α-diversity (controls, 3.52; NAFLD, 3.36; borderline NASH, 3.37; NASH 2.97; P=.001). High abundance of Prevotella copri was associated with more severe fibrosis (P=.036). Genes for lipopolysaccharide biosynthesis were enriched in microbiomes from children NASH ( P<.001). Classification and regression tree model with level of alanine aminotransferase and relative abundance of the lipopolysaccharide pathway gene encoding 3-deoxy-D-manno-octulosonate 8-phosphate-phosphatase identified patients with NASH with an area under the receiver operating characteristic curve value of 0.92. Genes involved in flagellar assembly were enriched in fecal microbiomes of patients with moderate to severe fibrosis ( P<.001). Classification and regression tree models based on level of alanine aminotransferase and abundance of genes encoding flagellar biosynthesis protein had good accuracy for identifying cases with moderate to severe fibrosis (area under the receiver operating characteristic curve, 0.87).

          Conclusions:

          In an analysis of fecal microbiomes of children with NAFLD, we associated NAFLD and NASH with intestinal dysbiosis. NAFLD and its severity were associated with greater abundance of genes encoding inflammatory bacterial products. Alterations to the intestinal microbiome might contribute to pathogenesis of NAFLD and be used as markers of disease or severity.

          Lay summary:

          The intestinal microbiota of children with nonalcoholic liver disease is altered compared to that of children without this chronic liver disease, with increased levels of bacterial proteins that promote inflammation. These microbial features were associated with liver disease severity.

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          Author and article information

          Journal
          0374630
          3841
          Gastroenterology
          Gastroenterology
          Gastroenterology
          0016-5085
          1528-0012
          27 June 2019
          27 June 2019
          October 2019
          01 October 2020
          : 157
          : 4
          : 1109-1122
          Affiliations
          [1. ]Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California, San Diego School of Medicine, La Jolla, CA
          [2. ]Department of Gastroenterology, Rady Children’s Hospital San Diego, San Diego, CA
          [3. ]The Jackson Laboratory for Genomic Medicine, Farmington, CT
          [4. ]Department of Pathology, Sharp Medical Center, San Diego, CA
          [5. ]Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
          [6. ]The McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO
          [7. ]Liver Imaging Group, Department of Radiology, University of California, San Diego, CA
          [8. ]Department of Pediatrics, Division of Gastroenterology; and Center for Microbiome Research, Medical College of Wisconsin, Milwaukee, WI
          [9. ]Department of Pediatrics, Division of Pediatric Gastroenterology, Hepatology and Nutrition, Columbia University, New York NY
          [10. ]Department of Pediatrics, Division of Quantitative Health Sciences; and Center for Microbiome Research, The Medical College of Wisconsin, Milwaukee, WI
          Author notes

          Author contributions

          Study concept and design: Schwimmer, Lavine, Weinstock and Salzman

          Acquisition of data: Schwimmer, Johnson, Angeles, Behling, Bross, Durelle, Goyal, Hamilton, Mitreva, Newton, Sodergren, Tyagi and Weinstock.

          Analysis and interpretation of data: Schwimmer, Johnson, Goyal, Holtz, Newton, Simpson, Sodergren, Weinstock and Salzman.

          Drafting of the manuscript: Schwimmer, Johnson, Angeles, Goyal, Newton, Pan and Simpson.

          Critical revision of the manuscript for important intellectual content : Schwimmer, Johnson, Angeles, Behling, Belt, Borecki, Bross, Durelle, Goyal, Hamilton, Holtz, Lavine, Mitreva, Newton, Pan, Simpson, Sirlin, Sodergren, Tyagi, Yates, Weinstock and Salzman.

          Statistical analysis: Johnson, Pan and Simpson.

          Obtained funding: Schwimmer, Borecki and Salzman.

          Administrative, technical or material support: Angeles, Behling, Belt, Bross, Durelle, Hamilton, Holtz, Lavine, Mitreva, Sirlin, Tyagi and Yates.

          Study supervision: Schwimmer, Borecki, Weinstock and Salzman

          Approval of the final version of the manuscript: Schwimmer, Johnson, Angeles, Behling, Belt, Borecki, Bross, Durelle, Goyal, Hamilton, Holtz, Lavine, Mitreva, Newton, Pan, Simpson, Sirlin, Sodergren, Tyagi, Yates, Weinstock and Salzman.

          [*]

          Jeffrey B. Schwimmer, MD and Jethro S. Johnson, PhD share first authorship

          [†]

          George Weinstock, PhD and Nita H. Salzman, MD, PhD share senior authorship

          Correspondence: Nita Salzman, MD, PhD, nsalzman@ 123456mcw.edu .
          Article
          PMC6756995 PMC6756995 6756995 nihpa1532962
          10.1053/j.gastro.2019.06.028
          6756995
          31255652
          aee11f70-f952-4d1f-a95f-a39963a8fc80
          History
          Categories
          Article

          flagellin,intestinal microbiota,lipopolysaccharide,pediatric

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