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. Here, FAR2 is linked to intervertebral disk degenerative disorder.