The present study showed that the depression rates increased dramatically in patients with New York Heart Association (NYHA) class III and class IV, we also found that the predictors of severity of heart failure, such as New York Heart Association (NYHA) classification, BNP, and EF were all significantly correlated with HAM-D24 score (all p < .001). The gene discussed is NPPB; the disease is major depressive disorder.