The relationship between MCP-1 and carotid atherosclerosis is particularly noteworthy, as systemic inflammation in CKD can lead to oxidative stress and endothelial dysfunction, both of which are critical in the pathogenesis of atherosclerosis [34]. This evidence concerns the gene CCL2 and carotid atherosclerosis.