The mechanism proposed for increased incidences of cardiac failure hospitalization was related to elevated concentration of the DPP4 substrates, substance P and Neuropeptide Y, both of which increase heart rate by increasing sympathetic activity. This evidence concerns the gene NPY and heart failure.