Taken together, our results show that the variants of the PON2, ADCY3, PCSK9, and GCKR, together with dyslipidemia, regular intake of eggs and sweets, and hypertension, increased the risk of NAFLD. The gene discussed is PON2; the disease is metabolic dysfunction-associated steatotic liver disease.