At univariate analysis, BNP, β2-MG, cFLCs, and sHMGB1 were significantly associated with the endpoint, whereas diabetes, ferritin, CRP, CD4+/CD8+ ratio, and age failed to reach statistical significance. This evidence concerns the gene CD8A and diabetes mellitus.