Patients with high death and MACE risks were commonly old, suffered from diabetes, high aspartate aminotransferase, SYNTAX scores, N-terminal-pro brain natriuretic peptide (proBNP) and LVMI, and low estimated glomerular filtration rate and LVEF, see Additional file 1: Table S1. The gene discussed is NPPB; the disease is diabetes mellitus.