非酒精性脂肪肝
生物
肝硬化
脂肪性肝炎
非酒精性脂肪性肝炎
生物信息学
纤维化
脂肪肝
医学
内科学
疾病
作者
Jimmy Vandel,Julie Dubois‐Chevalier,Céline Gheeraert,Bruno Derudas,Violetta Raverdy,Dorothée Thuillier,L. Van Gaal,Sven Francque,François Pattou,Bart Staels,Jérôme Eeckhoute,Philippe Lefèbvre
出处
期刊:Hepatology
[Lippincott Williams & Wilkins]
日期:2020-12-18
卷期号:73 (3): 920-936
被引量:41
摘要
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.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.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.
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