For males, the significant risk factors related to an NAFLD included the presence of hypertension (yes vs. no, OR = 1.37, 95%CI: 1.04-1.93), a higher BMI (yes vs. no, OR = 1.44, 95%CI: 1.37-1.52), hyperuricemia (yes vs. no, OR = 1.73, 95%CI: 1.07-2.89), higher AST (yes vs. no, OR = 2.70, 95%CI: 1.43-5.00), higher ALT (yes vs. no, OR = 2.83, 95%CI: 1.86-4.30), hypertriglyceridemia (yes vs. no, OR = 2.22, 95%CI: 1.54-3.20), and higher FPG (yes vs. no, OR = 2.23, 95%CI: 1.31-3.79). Here, GPT is linked to hyperuricemia.