We compared the prediction accuracy for NAFLD diagnosis based on fibrinolytic indicators (TPA and PAI-1) with the prediction accuracy based on metabolic indicators (TC, HDL-C, LDL-C, ALT/AST), screened the more accurate one. The gene discussed is SERPINE1; the disease is metabolic dysfunction-associated steatotic liver disease.