NPPB and diabetes mellitus: Harrell's C-index and the likelihood ratio test demonstrated incremental prognostic value of HE4 ≥130 pmol/L over the nested model (diabetes, COPD, atrial fibrillation, CAD, LVEF <50%, and NT-ProBNP ratio >3) for all-cause mortality.