In a multivariate model including NT-proBNP, age, prior CHF, anemia and renal insufficiency the best predictor of CHF was prior CHF, odds ratio (OR) = 45; 95% CI: 23-88. The gene discussed is NPPB; the disease is anemia (phenotype).