CYP27A1, FAR2 and CYP1B1 genes were further considered as hub LMRGs and diagnostic biomarkers in the progression of IDD, which were both highly expressed in other datasets, and were validated by PCA and machine learning model. The gene discussed is CYP27A1; the disease is intervertebral disk degenerative disorder.