TNF and stage 5 chronic kidney disease: Some studies have shown a correlation between IL-6 levels and vascular (coronary) calcifications in patients with CKD but not with TNF-α levels; however, other studies have found a significant, albeit weak, correlation between TNF-α levels and the presence of carotid plaques in patients with end-stage renal disease [3,41].