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Relationship Between Hepatic Gene Expression, Intestinal Microbiota, and Inferred Functional Metagenomic Analysis in NAFLD
INTRODUCTION: We previously reported a lower fecal abundance of Ruminococcus spp., Faecalibacterium prausnitzii, and Coprococcus spp. in nonalcoholic fatty liver disease (NAFLD). In this article, we assess the associations between hepatic gene expression, the specific taxa, and bacterial pathways. M...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wolters Kluwer
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10476782/ https://www.ncbi.nlm.nih.gov/pubmed/35166723 http://dx.doi.org/10.14309/ctg.0000000000000466 |
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author | Pettinelli, Paulina Arendt, Bianca M. Schwenger, Katherine J.P. Sivaraj, Saranya Bhat, Mamatha Comelli, Elena M. Lou, Wendy Allard, Johane P. |
author_facet | Pettinelli, Paulina Arendt, Bianca M. Schwenger, Katherine J.P. Sivaraj, Saranya Bhat, Mamatha Comelli, Elena M. Lou, Wendy Allard, Johane P. |
author_sort | Pettinelli, Paulina |
collection | PubMed |
description | INTRODUCTION: We previously reported a lower fecal abundance of Ruminococcus spp., Faecalibacterium prausnitzii, and Coprococcus spp. in nonalcoholic fatty liver disease (NAFLD). In this article, we assess the associations between hepatic gene expression, the specific taxa, and bacterial pathways. METHODS: The relationships between hepatic genes that were differentially expressed in patients with NAFLD vs healthy controls (HC) and the abundance of these specific taxa were studied. Inferred functional metagenomic analysis using Piphillin was also performed to investigate associations with bacterial pathways. RESULTS: Fifteen patients with NAFLD and 6 HC participated. Of 728 hepatic genes examined, 176 correlated with the abundance of Ruminococcus spp., 138 with F. prausnitzii, and 92 with Coprococcus spp. For Ruminococcus spp., genes were enriched in gene ontology (GO) terms related to apoptotic process, response to external and cytokine stimuli, and regulation of signaling. Several genes related to the Kyoto Encyclopedia of Genes and Genomes pathway insulin resistance were correlated with F. prausnitzii. The hepatic genes associated with F. prausnitzii were enriched in GO terms related to cellular response to different stimuli, apoptotic process, and regulation of metabolic pathways. For Coprococcus spp., only the GO term response to external stimulus was enriched. There was a distinct pattern of associations between hepatic genes and bacterial taxa in NAFLD vs HC. For bacterial pathways, 65 and 18 hepatic genes correlated with bacterial metabolic functions in NAFLD and HC, respectively. DISCUSSION: Hepatic gene expression related to insulin resistance, inflammation, external stimuli, and apoptosis correlated with bacterial taxa. Patients with NAFLD showed a higher presence of bacterial pathways associated with lipid metabolism. |
format | Online Article Text |
id | pubmed-10476782 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Wolters Kluwer |
record_format | MEDLINE/PubMed |
spelling | pubmed-104767822023-09-05 Relationship Between Hepatic Gene Expression, Intestinal Microbiota, and Inferred Functional Metagenomic Analysis in NAFLD Pettinelli, Paulina Arendt, Bianca M. Schwenger, Katherine J.P. Sivaraj, Saranya Bhat, Mamatha Comelli, Elena M. Lou, Wendy Allard, Johane P. Clin Transl Gastroenterol Article INTRODUCTION: We previously reported a lower fecal abundance of Ruminococcus spp., Faecalibacterium prausnitzii, and Coprococcus spp. in nonalcoholic fatty liver disease (NAFLD). In this article, we assess the associations between hepatic gene expression, the specific taxa, and bacterial pathways. METHODS: The relationships between hepatic genes that were differentially expressed in patients with NAFLD vs healthy controls (HC) and the abundance of these specific taxa were studied. Inferred functional metagenomic analysis using Piphillin was also performed to investigate associations with bacterial pathways. RESULTS: Fifteen patients with NAFLD and 6 HC participated. Of 728 hepatic genes examined, 176 correlated with the abundance of Ruminococcus spp., 138 with F. prausnitzii, and 92 with Coprococcus spp. For Ruminococcus spp., genes were enriched in gene ontology (GO) terms related to apoptotic process, response to external and cytokine stimuli, and regulation of signaling. Several genes related to the Kyoto Encyclopedia of Genes and Genomes pathway insulin resistance were correlated with F. prausnitzii. The hepatic genes associated with F. prausnitzii were enriched in GO terms related to cellular response to different stimuli, apoptotic process, and regulation of metabolic pathways. For Coprococcus spp., only the GO term response to external stimulus was enriched. There was a distinct pattern of associations between hepatic genes and bacterial taxa in NAFLD vs HC. For bacterial pathways, 65 and 18 hepatic genes correlated with bacterial metabolic functions in NAFLD and HC, respectively. DISCUSSION: Hepatic gene expression related to insulin resistance, inflammation, external stimuli, and apoptosis correlated with bacterial taxa. Patients with NAFLD showed a higher presence of bacterial pathways associated with lipid metabolism. Wolters Kluwer 2022-02-10 /pmc/articles/PMC10476782/ /pubmed/35166723 http://dx.doi.org/10.14309/ctg.0000000000000466 Text en © 2022 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of The American College of Gastroenterology https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (CCBY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) , where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal. |
spellingShingle | Article Pettinelli, Paulina Arendt, Bianca M. Schwenger, Katherine J.P. Sivaraj, Saranya Bhat, Mamatha Comelli, Elena M. Lou, Wendy Allard, Johane P. Relationship Between Hepatic Gene Expression, Intestinal Microbiota, and Inferred Functional Metagenomic Analysis in NAFLD |
title | Relationship Between Hepatic Gene Expression, Intestinal Microbiota, and Inferred Functional Metagenomic Analysis in NAFLD |
title_full | Relationship Between Hepatic Gene Expression, Intestinal Microbiota, and Inferred Functional Metagenomic Analysis in NAFLD |
title_fullStr | Relationship Between Hepatic Gene Expression, Intestinal Microbiota, and Inferred Functional Metagenomic Analysis in NAFLD |
title_full_unstemmed | Relationship Between Hepatic Gene Expression, Intestinal Microbiota, and Inferred Functional Metagenomic Analysis in NAFLD |
title_short | Relationship Between Hepatic Gene Expression, Intestinal Microbiota, and Inferred Functional Metagenomic Analysis in NAFLD |
title_sort | relationship between hepatic gene expression, intestinal microbiota, and inferred functional metagenomic analysis in nafld |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10476782/ https://www.ncbi.nlm.nih.gov/pubmed/35166723 http://dx.doi.org/10.14309/ctg.0000000000000466 |
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