PNPLA3 and hepatocellular carcinoma: Additionally, some studies have found that certain variants are associated with the risk of developing ALD, such as PNPLA3, which was found to modulate the evolution of steatosis, necroinflammation, fibrosis, and HCC in alcoholics (29).