Here, we conduct a systematic evaluation of dapagliflozin’s effects on cardiac function indicators, including NT-proBNP, LVEF, LVEDD, and LVESD (26), and the incidence of adverse cardiovascular outcomes such as angina pectoris, heart failure, and rehospitalization due to heart failure. The gene discussed is NPPB; the disease is heart failure.