Finally, five independent risk factors were settled, including Killip class III/IV [odds ratio (OR) = 2.409, 95% confidence interval (CI): 1.246–4.657, p = 0.009], T2DM [OR = 1.888, 95% CI: 1.005–3.546, p = 0.048], CS [OR = 3.443, 95% CI: 1.463–8.089, p = 0.005], FDP [OR = 1.029, 95% CI: 1.009–1.049, p = 0.003] and Pro-BNP [OR = 1.000, 95% CI: 1.000–1.000, p = 0.002] (Table 2). This evidence concerns the gene NPPB and type 2 diabetes mellitus.