CXCL16 was investigated by GSVA to promote disc degeneration in IDD mainly by affecting fatty acid metabolism, as demonstrated by diagnostic biomarker and immune cell correlation analysis, revealing that CXCL16 promotes disc degeneration by regulating T helper 17 cell infiltration. The gene discussed is CXCL16; the disease is intervertebral disk degenerative disorder.