1. Hepatic molecular signatures highlight the sexual dimorphism of Non-Alcoholic SteatoHepatitis (NASH)
- Author
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Vandel, Jimmy, Dubois-Chevalier, Julie, Gheeraert, Celine, Derudas, Bruno, Raverdy, Violetta, Thuillier, Dorothée, Van Gaal, Luc, Francque, Sven, Pattou, Francois, Staels, Bart, Eeckhoute, Jérôme, Lefebvre, Philippe, Derudas, Marie-Hélène, Bile acid, immune-metabolism, lipid and glucose homeostasis - ImmunoBile - - H2020-EU.1.1. - EXCELLENT SCIENCE - European Research Council (ERC) 2016-09-01 - 2021-08-31 - 694717 - VALID, Récepteurs nucléaires, maladies cardiovasculaires et diabète - U 1011 (RNMCD), Institut Pasteur de Lille, Réseau International des Instituts Pasteur (RIIP)-Réseau International des Instituts Pasteur (RIIP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Lille-Centre Hospitalier Régional Universitaire [Lille] (CHRU Lille), European Genomic Institute for Diabetes (EGID), Faculté de Médecine-Université de Lille, Droit et Santé, Thérapie cellulaire du diabète, Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Lille, Droit et Santé, Department of Endocrinology, Diabetology and Metabolism [Antwerp, Belgium], Antwerp University Hospital [Edegem] (UZA), Department of Gastroenterology and Hepatology [Antwerp, Belgium], European Project: 694717,H2020-EU.1.1. - EXCELLENT SCIENCE - European Research Council (ERC) ,ImmunoBile(2016), Institut Européen de Génomique du Diabète - European Genomic Institute for Diabetes - FR 3508 (EGID), Réseau International des Instituts Pasteur (RIIP)-Réseau International des Instituts Pasteur (RIIP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Lille-Centre National de la Recherche Scientifique (CNRS), and ANR-16-RHUS-0006,PreciNASH,PreciNASH(2016)
- Subjects
Male ,Transcriptomic signatures ,[SDV]Life Sciences [q-bio] ,Steatohepatitis and Metabolic Liver Disease ,NASH ,nutritional and metabolic diseases ,Random forest Accepted Article ,Original Articles ,Middle Aged ,digestive system ,digestive system diseases ,[SDV] Life Sciences [q-bio] ,Sexual dimorphism ,Sex Factors ,Liver ,Non-alcoholic Fatty Liver Disease ,Risk Factors ,Humans ,Original Article ,Female ,Obesity ,Human medicine ,Transcriptome ,Random forest - Abstract
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.
- Published
- 2020