Our findings revealed that factors such as male gender, BMI, hypertension, diabetes mellitus, atherosclerosis, Hb, PLT, TP, GLB, ALT, AST, TG, TC, and LDL-c were positively correlated with NAFLD. This evidence concerns the gene GSTM1 and metabolic dysfunction-associated steatotic liver disease.