In the univariate analysis, the variables associated with all-cause mortality were age, smoking, hypertension, previous MI, previous stroke, LVEF, hemoglobin, SHR, TC, hs-CRP, NT-proBNP, creatinine, LM disease, aspirin, and statins. The gene discussed is NPPB; the disease is Hypertension.