Multivariate regression analysis showed hyperuricemia was associated with higher odds of serious hepatic steatosis (2.02[1.14–3.57]) and elevated ALT (2.27[1.37–3.76])) in obese NAFLD, not in non-obese subjects. This evidence concerns the gene GPT and fatty liver disease.