Cargando…

Systematic integrative analysis of gene expression identifies HNF4A as the central gene in pathogenesis of non-alcoholic steatohepatitis

Non-alcoholic fatty liver disease (NAFLD) is the most common chronic liver disease in the Western world, and encompasses a spectrum from simple steatosis to steatohepatitis (NASH). There is currently no approved pharmacologic therapy against NASH, partly due to an incomplete understanding of its mol...

Descripción completa

Detalles Bibliográficos
Autores principales: Baciu, Cristina, Pasini, Elisa, Angeli, Marc, Schwenger, Katherine, Afrin, Jenifar, Humar, Atul, Fischer, Sandra, Patel, Keyur, Allard, Johane, Bhat, Mamatha
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5720788/
https://www.ncbi.nlm.nih.gov/pubmed/29216278
http://dx.doi.org/10.1371/journal.pone.0189223
_version_ 1783284731214823424
author Baciu, Cristina
Pasini, Elisa
Angeli, Marc
Schwenger, Katherine
Afrin, Jenifar
Humar, Atul
Fischer, Sandra
Patel, Keyur
Allard, Johane
Bhat, Mamatha
author_facet Baciu, Cristina
Pasini, Elisa
Angeli, Marc
Schwenger, Katherine
Afrin, Jenifar
Humar, Atul
Fischer, Sandra
Patel, Keyur
Allard, Johane
Bhat, Mamatha
author_sort Baciu, Cristina
collection PubMed
description Non-alcoholic fatty liver disease (NAFLD) is the most common chronic liver disease in the Western world, and encompasses a spectrum from simple steatosis to steatohepatitis (NASH). There is currently no approved pharmacologic therapy against NASH, partly due to an incomplete understanding of its molecular basis. The goal of this study was to determine the key differentially expressed genes (DEGs), as well as those genes and pathways central to its pathogenesis. We performed an integrative computational analysis of publicly available gene expression data in NASH from GEO (GSE17470, GSE24807, GSE37031, GSE89632). The DEGs were identified using GEOquery, and only the genes present in at least three of the studies, to a total of 190 DEGs, were considered for further analyses. The pathways, networks, molecular interactions, functional analyses were generated through the use of Ingenuity Pathway Analysis (IPA). For selected networks, we computed the centrality using igraph package in R. Among the statistically significant predicted networks (p-val < 0.05), three were of most biological interest: the first is involved in antimicrobial response, inflammatory response and immunological disease, the second in cancer, organismal injury and development and the third in metabolic diseases. We discovered that HNF4A is the central gene in the network of NASH connected to metabolic diseases and that it regulates HNF1A, an additional transcription regulator also involved in lipid metabolism. Therefore, we show, for the first time to our knowledge, that HNF4A is central to the pathogenesis of NASH. This adds to previous literature demonstrating that HNF4A regulates the transcription of genes involved in the progression of NAFLD, and that HNF4A genetic variants play a potential role in NASH progression.
format Online
Article
Text
id pubmed-5720788
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-57207882017-12-15 Systematic integrative analysis of gene expression identifies HNF4A as the central gene in pathogenesis of non-alcoholic steatohepatitis Baciu, Cristina Pasini, Elisa Angeli, Marc Schwenger, Katherine Afrin, Jenifar Humar, Atul Fischer, Sandra Patel, Keyur Allard, Johane Bhat, Mamatha PLoS One Research Article Non-alcoholic fatty liver disease (NAFLD) is the most common chronic liver disease in the Western world, and encompasses a spectrum from simple steatosis to steatohepatitis (NASH). There is currently no approved pharmacologic therapy against NASH, partly due to an incomplete understanding of its molecular basis. The goal of this study was to determine the key differentially expressed genes (DEGs), as well as those genes and pathways central to its pathogenesis. We performed an integrative computational analysis of publicly available gene expression data in NASH from GEO (GSE17470, GSE24807, GSE37031, GSE89632). The DEGs were identified using GEOquery, and only the genes present in at least three of the studies, to a total of 190 DEGs, were considered for further analyses. The pathways, networks, molecular interactions, functional analyses were generated through the use of Ingenuity Pathway Analysis (IPA). For selected networks, we computed the centrality using igraph package in R. Among the statistically significant predicted networks (p-val < 0.05), three were of most biological interest: the first is involved in antimicrobial response, inflammatory response and immunological disease, the second in cancer, organismal injury and development and the third in metabolic diseases. We discovered that HNF4A is the central gene in the network of NASH connected to metabolic diseases and that it regulates HNF1A, an additional transcription regulator also involved in lipid metabolism. Therefore, we show, for the first time to our knowledge, that HNF4A is central to the pathogenesis of NASH. This adds to previous literature demonstrating that HNF4A regulates the transcription of genes involved in the progression of NAFLD, and that HNF4A genetic variants play a potential role in NASH progression. Public Library of Science 2017-12-07 /pmc/articles/PMC5720788/ /pubmed/29216278 http://dx.doi.org/10.1371/journal.pone.0189223 Text en © 2017 Baciu et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Baciu, Cristina
Pasini, Elisa
Angeli, Marc
Schwenger, Katherine
Afrin, Jenifar
Humar, Atul
Fischer, Sandra
Patel, Keyur
Allard, Johane
Bhat, Mamatha
Systematic integrative analysis of gene expression identifies HNF4A as the central gene in pathogenesis of non-alcoholic steatohepatitis
title Systematic integrative analysis of gene expression identifies HNF4A as the central gene in pathogenesis of non-alcoholic steatohepatitis
title_full Systematic integrative analysis of gene expression identifies HNF4A as the central gene in pathogenesis of non-alcoholic steatohepatitis
title_fullStr Systematic integrative analysis of gene expression identifies HNF4A as the central gene in pathogenesis of non-alcoholic steatohepatitis
title_full_unstemmed Systematic integrative analysis of gene expression identifies HNF4A as the central gene in pathogenesis of non-alcoholic steatohepatitis
title_short Systematic integrative analysis of gene expression identifies HNF4A as the central gene in pathogenesis of non-alcoholic steatohepatitis
title_sort systematic integrative analysis of gene expression identifies hnf4a as the central gene in pathogenesis of non-alcoholic steatohepatitis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5720788/
https://www.ncbi.nlm.nih.gov/pubmed/29216278
http://dx.doi.org/10.1371/journal.pone.0189223
work_keys_str_mv AT baciucristina systematicintegrativeanalysisofgeneexpressionidentifieshnf4aasthecentralgeneinpathogenesisofnonalcoholicsteatohepatitis
AT pasinielisa systematicintegrativeanalysisofgeneexpressionidentifieshnf4aasthecentralgeneinpathogenesisofnonalcoholicsteatohepatitis
AT angelimarc systematicintegrativeanalysisofgeneexpressionidentifieshnf4aasthecentralgeneinpathogenesisofnonalcoholicsteatohepatitis
AT schwengerkatherine systematicintegrativeanalysisofgeneexpressionidentifieshnf4aasthecentralgeneinpathogenesisofnonalcoholicsteatohepatitis
AT afrinjenifar systematicintegrativeanalysisofgeneexpressionidentifieshnf4aasthecentralgeneinpathogenesisofnonalcoholicsteatohepatitis
AT humaratul systematicintegrativeanalysisofgeneexpressionidentifieshnf4aasthecentralgeneinpathogenesisofnonalcoholicsteatohepatitis
AT fischersandra systematicintegrativeanalysisofgeneexpressionidentifieshnf4aasthecentralgeneinpathogenesisofnonalcoholicsteatohepatitis
AT patelkeyur systematicintegrativeanalysisofgeneexpressionidentifieshnf4aasthecentralgeneinpathogenesisofnonalcoholicsteatohepatitis
AT allardjohane systematicintegrativeanalysisofgeneexpressionidentifieshnf4aasthecentralgeneinpathogenesisofnonalcoholicsteatohepatitis
AT bhatmamatha systematicintegrativeanalysisofgeneexpressionidentifieshnf4aasthecentralgeneinpathogenesisofnonalcoholicsteatohepatitis