However, the previous studies that characterized the associations of BNP with CV outcomes and mortality in patients with CKD did not include cardiac parameters as covariates13–15; therefore, the fact that significant associations of BNP concentrations with adverse outcomes identified in the present study were independent of indices of cardiac structure and function provides valuable additional information. Here, NPPB is linked to chronic kidney disease.