In the Pre-MS group, univariate analysis showed that gender, age, BMI, WC, hypertension, HDL-C, dyslipidemia, FPG, HbA1c, UA, AST, and GGT were significantly associated with NAFLD having elevation of ALT. This evidence concerns the gene GPT and metabolic dysfunction-associated steatotic liver disease.