PTH and Hypocalcemia: In SHPT, disrupted mineral metabolism (phosphate retention, vitamin D deficiency, and hypocalcemia due to renal failure) triggers compensatory parathyroid hyperplasia and excessive parathyroid hormone (PTH) release, driving abnormally high bone turnover.