Among them, single-nucleotide polymorphisms (SNPs) in the patatin-like phospholipase domain containing 3 (PNPLA3) gene have been documented as the primary genetic variants associated with MASLD from simple steatosis to cirrhosis and HCC [7]. Here, PNPLA3 is linked to hepatocellular carcinoma.