These 8 SNPs were all variants close to PNPLA3 on chromosome 22, and did not retain significance after rs738409 was accounted for, and haplotype analysis suggested that PNPLA3 was significantly associated with NAFLD pathogenesis. Here, PNPLA3 is linked to metabolic dysfunction-associated steatotic liver disease.