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Hepatic Molecular Signatures Highlight the Sexual Dimorphism of Nonalcoholic Steatohepatitis (NASH)
BACKGROUND AND AIMS: Nonalcoholic steatohepatitis (NASH) is considered as a pivotal stage in nonalcoholic fatty liver disease (NAFLD) progression, given that it paves the way for severe liver injuries such as fibrosis and cirrhosis. The etiology of human NASH is multifactorial, and identifying relia...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8048532/ https://www.ncbi.nlm.nih.gov/pubmed/32394476 http://dx.doi.org/10.1002/hep.31312 |
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author | Vandel, Jimmy Dubois‐Chevalier, Julie Gheeraert, Céline Derudas, Bruno Raverdy, Violetta Thuillier, Dorothée Gaal, Luc Francque, Sven Pattou, François Staels, Bart Eeckhoute, Jérôme Lefebvre, Philippe |
author_facet | Vandel, Jimmy Dubois‐Chevalier, Julie Gheeraert, Céline Derudas, Bruno Raverdy, Violetta Thuillier, Dorothée Gaal, Luc Francque, Sven Pattou, François Staels, Bart Eeckhoute, Jérôme Lefebvre, Philippe |
author_sort | Vandel, Jimmy |
collection | PubMed |
description | BACKGROUND AND AIMS: Nonalcoholic steatohepatitis (NASH) is considered as a pivotal stage in nonalcoholic fatty liver disease (NAFLD) progression, given that it paves the way for severe liver injuries such as fibrosis and cirrhosis. The etiology of human NASH is multifactorial, and identifying reliable molecular players and/or biomarkers has proven difficult. Together with the inappropriate consideration of risk factors revealed by epidemiological studies (altered glucose homeostasis, obesity, ethnicity, sex, etc.), the limited availability of representative NASH cohorts with associated liver biopsies, the gold standard for NASH diagnosis, probably explains the poor overlap between published “omics”‐defined NASH signatures. APPROACH AND RESULTS: Here, we have explored transcriptomic profiles of livers starting from a 910‐obese‐patient cohort, which was further stratified based on stringent histological characterization, to define “NoNASH” and “NASH” patients. Sex was identified as the main factor for data heterogeneity in this cohort. Using powerful bootstrapping and random forest (RF) approaches, we identified reliably differentially expressed genes participating in distinct biological processes in NASH as a function of sex. RF‐calculated gene signatures identified NASH patients in independent cohorts with high accuracy. CONCLUSIONS: This large‐scale analysis of transcriptomic profiles from human livers emphasized the sexually dimorphic nature of NASH and its link with fibrosis, calling for the integration of sex as a major determinant of liver responses to NASH progression and responses to drugs. |
format | Online Article Text |
id | pubmed-8048532 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-80485322021-04-19 Hepatic Molecular Signatures Highlight the Sexual Dimorphism of Nonalcoholic Steatohepatitis (NASH) Vandel, Jimmy Dubois‐Chevalier, Julie Gheeraert, Céline Derudas, Bruno Raverdy, Violetta Thuillier, Dorothée Gaal, Luc Francque, Sven Pattou, François Staels, Bart Eeckhoute, Jérôme Lefebvre, Philippe Hepatology Original Articles BACKGROUND AND AIMS: Nonalcoholic steatohepatitis (NASH) is considered as a pivotal stage in nonalcoholic fatty liver disease (NAFLD) progression, given that it paves the way for severe liver injuries such as fibrosis and cirrhosis. The etiology of human NASH is multifactorial, and identifying reliable molecular players and/or biomarkers has proven difficult. Together with the inappropriate consideration of risk factors revealed by epidemiological studies (altered glucose homeostasis, obesity, ethnicity, sex, etc.), the limited availability of representative NASH cohorts with associated liver biopsies, the gold standard for NASH diagnosis, probably explains the poor overlap between published “omics”‐defined NASH signatures. APPROACH AND RESULTS: Here, we have explored transcriptomic profiles of livers starting from a 910‐obese‐patient cohort, which was further stratified based on stringent histological characterization, to define “NoNASH” and “NASH” patients. Sex was identified as the main factor for data heterogeneity in this cohort. Using powerful bootstrapping and random forest (RF) approaches, we identified reliably differentially expressed genes participating in distinct biological processes in NASH as a function of sex. RF‐calculated gene signatures identified NASH patients in independent cohorts with high accuracy. CONCLUSIONS: This large‐scale analysis of transcriptomic profiles from human livers emphasized the sexually dimorphic nature of NASH and its link with fibrosis, calling for the integration of sex as a major determinant of liver responses to NASH progression and responses to drugs. John Wiley and Sons Inc. 2020-12-18 2021-03 /pmc/articles/PMC8048532/ /pubmed/32394476 http://dx.doi.org/10.1002/hep.31312 Text en © 2020 The Authors. Hepatology published by Wiley Periodicals LLC on behalf of American Association for the Study of Liver Diseases. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Original Articles Vandel, Jimmy Dubois‐Chevalier, Julie Gheeraert, Céline Derudas, Bruno Raverdy, Violetta Thuillier, Dorothée Gaal, Luc Francque, Sven Pattou, François Staels, Bart Eeckhoute, Jérôme Lefebvre, Philippe Hepatic Molecular Signatures Highlight the Sexual Dimorphism of Nonalcoholic Steatohepatitis (NASH) |
title | Hepatic Molecular Signatures Highlight the Sexual Dimorphism of Nonalcoholic Steatohepatitis (NASH) |
title_full | Hepatic Molecular Signatures Highlight the Sexual Dimorphism of Nonalcoholic Steatohepatitis (NASH) |
title_fullStr | Hepatic Molecular Signatures Highlight the Sexual Dimorphism of Nonalcoholic Steatohepatitis (NASH) |
title_full_unstemmed | Hepatic Molecular Signatures Highlight the Sexual Dimorphism of Nonalcoholic Steatohepatitis (NASH) |
title_short | Hepatic Molecular Signatures Highlight the Sexual Dimorphism of Nonalcoholic Steatohepatitis (NASH) |
title_sort | hepatic molecular signatures highlight the sexual dimorphism of nonalcoholic steatohepatitis (nash) |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8048532/ https://www.ncbi.nlm.nih.gov/pubmed/32394476 http://dx.doi.org/10.1002/hep.31312 |
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