Notably, this study delineated 9 genes (ANGPTL4, FABP7, FADS1, FGF21, GOT1, LDLR, GK, STAT3 and PKLR) as signature markers for predicting drug-induced steatosis. This evidence concerns the gene FADS1 and steatosis.