Compared to those without the endpoint, patients with the endpoint were characterized by older age, lower BMI, a higher prevalence of renal dysfunction, higher NYHA class, lower blood pressure, higher NT‐proBNP, lower LVEF, less ACEI/ARB, and more diuretics. Here, NPPB is linked to Abnormal renal physiology.