Patients with higher tertiles of BNP had more cardiovascular risk factors and comorbidities, including hypertension, diabetes mellitus, ischemic and hemorrhagic stroke, coronary artery disease, heart failure, chronic kidney disease, and end-stage renal disease, than patients with the lowest tertile of BNP. This evidence concerns the gene NPPB and stage 5 chronic kidney disease.