A number of retrospective studies have also demonstrated associations between HCC and genetic variants including PNPLA3, TM6SF2, and HSD17B13,24,,120–122 mostly in cohorts with cirrhosis from any cause, though some of the studies conducted subgroup analyses in MASLD-related cirrhosis. Here, PNPLA3 is linked to hepatocellular carcinoma.