Ontology highlight
ABSTRACT:
SUBMITTER: Chiappini F
PROVIDER: S-EPMC5402394 | biostudies-literature | 2017 Apr
REPOSITORIES: biostudies-literature
Chiappini Franck F Coilly Audrey A Kadar Hanane H Gual Philippe P Tran Albert A Desterke Christophe C Samuel Didier D Duclos-Vallée Jean-Charles JC Touboul David D Bertrand-Michel Justine J Brunelle Alain A Guettier Catherine C Le Naour François F
Scientific reports 20170424
Nonalcoholic steatohepatitis (NASH) is a condition which can progress to cirrhosis and hepatocellular carcinoma. Markers for NASH diagnosis are still lacking. We performed a comprehensive lipidomic analysis on human liver biopsies including normal liver, nonalcoholic fatty liver and NASH. Random forests-based machine learning approach allowed characterizing a signature of 32 lipids discriminating NASH with 100% sensitivity and specificity. Furthermore, we validated this signature in an independe ...[more]