In univariate analysis, the results showed that age, BMI, TC, TG, LDL, SBP, DBP, AST, ALT, ALP, BUN, Cr, UA and FBG were positively correlated with the probability of NAFLD. The gene discussed is GPT; the disease is metabolic dysfunction-associated steatotic liver disease.