Because AIP, age, GGT, ALT, ALB, eGFR, DBIL, UA, FPG, LDL-c and BMI were independent risk factors for NAFLD, their diagnostic performance for NAFLD were evaluated. This evidence concerns the gene GPT and metabolic dysfunction-associated steatotic liver disease.