When the logistic regression analysis was performed using the significant parameters, the fasting glucose level and HSI were significantly associated with hepatic steatosis using criterion (a), while the ALT/AST ratio and HSI were significantly associated with hepatic steatosis using criteria (b) and (c). The gene discussed is GPT; the disease is Hepatic steatosis.