(36) found that after adjusting for demographic and biochemical covariates, the ALT/AST ratio≥1 was significantly associated with metabolic syndrome (OR: 1.72, 95% CI: 1.28-2.32 for females, and OR: 2.30, 95% CI: 1.68-3.16 for male). Here, GPT is linked to metabolic syndrome.