Diabetes (p = 0.007), Charlson comorbidity index (p = 0.001), NT-proBNP (p = 0.04), and ST2 (p < 0.001) were associated with HF-related rehospitalization (Additional file 2: Table S2). The gene discussed is NPPB; the disease is diabetes mellitus.