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. Here, CD4 is linked to diabetes mellitus.