VDR and osteoporosis: The vitamin D receptor (VDR) gene is thought to be a candidate gene for osteoporosis.11 Research shows that proper supply of multi-role of vitamin D in combination with a diet rich in calcium can be crucial in the prevention of osteoporosis.