Investigation of the gene-gene interaction on the occurence of NAFLD, identified a significant effect of PNPLA3 and AGTR1 interaction (empirical p = 0.007). The gene discussed is PNPLA3; the disease is metabolic dysfunction-associated steatotic liver disease.