Conclusions: We found that PNPLA3 rs738409 GC/GG genotype and FTO rs9939609 AT/AA genotype are strongly associated with an increased risk of MASLD. The gene discussed is PNPLA3; the disease is metabolic dysfunction-associated steatotic liver disease.