For the male population, age, BMI, central obesity, hypertension, IFG/DM, TG, LDL-C, HDL-C, hyperuricemia, ALT, and cholelithiasis were significantly associated with NAFLD risk. This evidence concerns the gene GPT and Abdominal obesity.