Furthermore, this inflammation is a key pathological link between immune dysfunction and the vastly elevated cardiovascular risk in ESRD, as pro-inflammatory cytokines like IL-6 and TNF-α promote endothelial dysfunction, atherosclerosis, and vascular calcification [23]. The gene discussed is TNF; the disease is atherosclerosis.