By binary logistic regression analysis, W/H ratio, BMI and SSFT, liver echogenicity, insulin, C-peptide, and cholesterol were all good predictors for NAFLD in univariate analysis. Here, INS is linked to metabolic dysfunction-associated steatotic liver disease.