Significant accumulation of rare alleles in PNPLA3 in NAFLD patients and marginal accumulation of rare variants of MTTP in non-NAFLD subjects suggested a potential contribution of rare alleles of these genes to the development of NAFLD. Here, PNPLA3 is linked to metabolic dysfunction-associated steatotic liver disease.