Among the markers of inflammation associated with cardiovascular diseases in pre-dialysis CKD patients, the role of cytokines such as interleukin 1 beta (IL-1 beta) [42] is known, but their relationship with NT-proBNP or hormonal status has not been studied. This evidence concerns the gene NPPB and chronic kidney disease.