The multifactorial pathogenesis of osteoporosis involves complex interactions between genetic factors and vitamin D metabolism, particularly involving key genes such as the vitamin D receptor (VDR), CYP27B1 and CYP24A1. Here, CYP24A1 is linked to osteoporosis.