Finally, gender, age (quartile), smoking, drinking, diabetes, HLP, QTcd, Tp-e/QT (quartile), SDNN, NT-proBNP (quartile), cTnT, Ca2+, LVEF, and LAV were selected for the Cox regression model. The gene discussed is NPPB; the disease is diabetes mellitus.