PTH and hyperphosphatemia: Hyperphosphatemia contributes to CAC development through multiple mechanisms: Elevated serum phosphorus directly stimulates parathyroid hormone (PTH) secretion, promotes osteoblast differentiation, and facilitates pathological calcium-phosphorus deposition in the vascular wall [47].