ALB and diabetes mellitus: Subsequently, univariate and multivariate logistic regression analyses were performed to further refine the variable selection, and 9 independent predictors were ultimately identified: diabetes, ALT, ALB, A/G, HDL-C, TyG-BMI, BMI, SBP, and height (Table 3).