The mutation rate of MTTP rs2306986 and SLC6A2 rs3743788 was significantly higher in NAFLD subjects than in non-NAFLD subjects (OR: 3.879; P = 0.004; OR: 6.667, P = 0.005). The gene discussed is MT-TP; the disease is metabolic dysfunction-associated steatotic liver disease.