Multivariate analysis showed that male gender (OR=2.34), age (OR=1.04), presence of metabolic syndrome (OR=2.19), insulin resistance (OR=6) and elevated serum ALT (OR=4.21) were risk factors of NAFLD. This evidence concerns the gene GPT and Insulin resistance.