And Based on our results, the prediction accuracy of NAFLD using TPA and PAI-1 as predictors was higher than that using TC, HDL-C, LDL-C, and ALT/AST as predictors. This evidence concerns the gene SERPINE1 and metabolic dysfunction-associated steatotic liver disease.