Univariate analysis showed history of HF, CAD, DM, RRT, CKD, anemia, LVEF < 50%, NT‐proBNP >median, and sST2 > 30.14 ng/ml to be predictors of HF or death. The gene discussed is NPPB; the disease is anemia.