Multivariate Cox proportional-hazards regression analysis showed that only TNFRSF13B (HR = 1.53; 95% CI: 1.16–2.01; p = 0.002), CCL3 (HR = 1.40; 95% CI: 1.07–1.85; p = 0.01), DCN (HR = 1.43; 95% CI: 1.05–1.96; p = 0.02), FGF-23 (HR = 1.45; 95% CI: 1.08–1.93; p = 0.01), and TNFRSF10A (HR = 1.52; 95% CI: 1.05–2.18; p = 0.02) were associated with MACE independent of age, sex, diabetes mellitus, or eGFR (Table 3). Here, CCL3 is linked to diabetes mellitus.