Predictive modeling results in Table 8 identified advanced age (>60 years) (HR = 1.70, p = 0.030), cardiovascular disease (HR = 2.45, p = 0.015), and elevated IL-6 (HR = 1.35, p = 0.012) and TNF-α levels (HR = 1.25, p = 0.045) as the strongest predictors of long-term complications. Here, IL6 is linked to cardiovascular disorder.