At a threshold of 18 ng/mL, leptin demonstrated a sensitivity and specificity of 40% each in predicting the presence of fibrosis in NAFLD and the curve showed limited discriminatory power when distinguishing between steatosis and fibrosis (AUROC = 0.52 and p-value = 0.76). Here, LEP is linked to metabolic dysfunction-associated steatotic liver disease.