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. This evidence concerns the gene KL and chronic kidney disease.