This phenomenon may be attributed to the irreversible loss of renal function, CKD exacerbation, elevated serum IS concentrations, decreased Klotho protein levels, and disturbances in calcium, phosphorus, and PTH, ultimately culminating in vascular calcification. Here, PTH is linked to calcification.