Cardiovascular Disease: The persistent inflammatory state, driven by chronic immune activation and pro-inflammatory cytokine release (e.g., IL-6, TNF-α), is a well-established, powerful driver of atherosclerosis and cardiovascular mortality in dialysis patients [24]. This evidence concerns the gene TNF and cardiovascular disorder.