People with a genetic predisposition are more likely to develop osteoporosis, even if they have enough calcium or vitamin D3 in their bodies.5,6 Vitamin D receptor (VDR) has a significant role in the development of osteoporosis. This evidence concerns the gene VDR and osteoporosis.