Stepwise backward regression analysis using all variables from the univariate cox regression analysis revealed diabetes, hypercholesterolemia, atrial fibrillation, NT-proBNP, and peripheral artery disease as independent predictors of death in men (Table 7, Panel A). The gene discussed is NPPB; the disease is diabetes mellitus.