IBSP and intervertebral disk degenerative disorder: Besides, we observed that osteogenesis related genes like IBSP, RSPO3, SOX4 and OGN are also potential regulators that were included in the degeneration related network, which indicated a vital role of ossification or osteogenesis related genes during the IDD pathogenesis.