NPPB and Hyponatremia: Previous studies have demonstrated that several clinical parameters—including high BMI [36], ventricular dysfunction and increased chamber volumes [37], reduced LVEF [38,39], higher NYHA class [36,40,41,42], elevated BNP levels [38,42], and hyponatremia [42]—are significant risk factors for mortality.