NPPB and Hyponatremia: Its findings show that hyponatremia, elevated BNP/NT-proBNPlevels, anemia, and an increased left atrial internal diameter are independentrisk factors for a poor prognosis in patients with heart failure and areconsistent with the results of previous studies [31, 32, 33, 34, 35].