These finding could be explained by the fact that the degree of chronic kidney disease (71.2% vs 41.4%), HFrEF (32.2% vs 14.8%), higher median BNP (4100 vs 593 pg/ml) and creatinine, thus possibly depicting patients with advanced HF with cardio-renal syndrome. Here, NPPB is linked to chronic kidney disease.