Combined with PPI network identification, we selected six genes as the hub genes, that is MAPK8, CTSB, PRKCD, SNCA, CAPN1, and EGFR. The expression of these six hub genes in the original raw data was significantly different between the control and IDD samples. The gene discussed is CAPN1; the disease is intervertebral disk degenerative disorder.