CCL2 and chronic kidney disease: To investigate the role of P2Y12 in chronic kidney disease (CKD)-related AVF failure, we initially assessed the expression of P2Y12 and related genes such as TGF-β1, MCP-1, and CD68 in the stenotic venous tissues of the experimental group and the cephalic veins of the control group.