Indeed, Taiwan has the highest incidence and prevalence rates of end stage renal disease and a high prevalence of CKD [23], making renal insufficiency a likely cause of the comparatively high average BNP levels in our cohort. This evidence concerns the gene NPPB and Renal insufficiency.