HbA1c (odds ratio, OR9.50, 95% CI 6.23–14.49, p < 0.001), BNP (OR 1.93, 95% CI1.33–2.79, p = 0.001), D-dimer (OR 1.77, 95% CI 1.25–2.50, p= 0.001), ApoB (OR 2.02, 95% CI 1.14–3.61, p = 0.017), TBA (OR 0.56,95% CI 0.40–0.78, p = 0.001), angina (OR 1.75, 95% CI 1.09–2.79,p = 0.019), and Fg (OR 1.31, 95% CI 0.90–1.92, p = 0.161)were identified as significant predictors (Fig. 2C). Here, NPPB is linked to angina pectoris.