PTH and vitamin D deficiency: By examining correlations with biochemical markers such as parathyroid hormone (PTH), alkaline phosphatase, and serum phosphate, the researchers recommended lower, population-specific thresholds—designating vitamin D insufficiency at levels under 13.5 ng/mL and deficiency at levels below 7 ng/mL.