AHSG and endothelial dysfunction: In addition, another study in non-diabetic patients with CKD stage 1–5 demonstrated that endothelial dysfunction worsened in parallel to the reduction in the estimated glomerular filtration rate and it was independently associated with serum fetuin-A levels [28].