Based on Table 7, we analyzed the results of the multivariate logistic regression (Table 8), which revealed abnormal serum phosphorus levels (hyperphosphatemia), age (≥65 years), CURB-65 score (intermediate risk), albumin levels (<35 g/L), CHD, and heart failure as risk factors for mortality. This evidence concerns the gene ALB and hyperphosphatemia.