The present study's first finding was that both peak VO2 and AT VO2 in HF patients with T2DM were lower than those in patients without T2DM after adjusting for age, sex, BMI, log NT-proBNP, LVEF, hemoglobin, renal function, coronary heart disease and hypertension. The gene discussed is NPPB; the disease is Hypertension.