While ALP, ALB, BUN, serum TG, hepatic TG, Col-1a1 and hallmarks of liver function (such as fibrosis, steatosis, ballooning, inflammation and NAS Score) were significantly correlated to the differential metabolites. The gene discussed is ALB; the disease is steatosis.