In order to further verify the expression levels of these 9 characteristic genes, we further conducted the differential expression analysis in the GSE124272 dataset and found that the expression of ASAP1-IT1 and SERINC2 were markedly different between IDD and control samples (p value < 0.05). The gene discussed is HAUS3; the disease is intervertebral disk degenerative disorder.