Older age, CAD, hypertension, hyperlipidemia, CRF, AF, decreased LVEF, absence of cardiac devices, creatinine, elevated NT-pro-BNP, troponin I, decreased hemoglobin, and higher CAR were predictors of all-cause mortality based on univariate analysis. The gene discussed is NPPB; the disease is atrial fibrillation.