PTH and vitamin D deficiency: Vitamin D insufficiency is associated with high levels of BTMs (including OC, β-CTX, P1NP, and PTH) in young individuals, so we also examined the 25(OH)D levels in our 35- to 45-year-old subjects to avoid its effect on BTMs.