Following adjustment for age, gender, BMI, γ-GT, ALT, hsCRP, and presence of diabetes (all P < 0.05) selected by stepwise regression, showed that serum FFA levels were an independent factor predicting advanced fibrosis (FIB-4 ≥ 1.3) in NAFLD participants. This evidence concerns the gene GPT and diabetes mellitus.