To the best of our knowledge, this is the first time investigating the relationship between APOC3, GCKR, PNPLA3 gene polymorphisms with NAFLD and clinical parameters in the Chinese Han elderly. The gene discussed is PNPLA3; the disease is metabolic dysfunction-associated steatotic liver disease.