Vitamin D deficiency, compounded by genetic factors affecting vitamin D receptor function, lower supplementation rates, and darker skin pigmentation may further impair calcium absorption and bone strength, exacerbating fracture risk [65,66]. The gene discussed is VDR; the disease is vitamin D deficiency.