PNPLA3 and Other metabolic disease: Several studies have found that mutation in the genes associated with hepatic lipid metabolism, including PNPLA3, predispose to the development of NAFLD, hepatic fibrosis, and HCC in the presence of a metabolic disorder condition24,25.