After adjusting for age, BMI, hypertension, diabetes mellitus, HR, BNP and Scr, the TyG index as a categorical variable was still an independent hazard factor for a mid/high SYNTAX score (OR, 2.645; 95% CI 1.902–3.679; P < 0.001). Here, NPPB is linked to diabetes mellitus.