Additional predictors included insulin use (AUC = 0.66, p < 0.001), ΔTriglyceride (AUC = 0.65, p < 0.001), BMI (AUC = 0.63, p = 0.002), diabetes duration >10 years (AUC = 0.62, p = 0.004), and ΔHDL (AUC = 0.61, p = 0.016), each providing more modest predictive value. Here, INS is linked to diabetes mellitus.