Cellular experiments confirmed BPI and CTSG upregulation in TNF-α-induced NPCs.<h4>Conclusion</h4>This study constructed a diagnostic model and identified BPI and CTSG as potential biomarkers for IDD, providing new insights into IDD treatment. The gene discussed is BPI; the disease is intervertebral disk degenerative disorder.