In conclusion, we confirmed the significant association between both the PNPLA3 I148M and TM6SF2 E167K variants and the risk of NAFLD in a Qingdao Han Population cohort. The gene discussed is PNPLA3; the disease is metabolic dysfunction-associated steatotic liver disease.