These mRNAs were also upregulated in the IDD tissues of validation dataset compared with those in the control tissues, among which the differences in ACVR1B, FOXO1, SMAD2 and TGFB1 were significant (P < 0.05) in GSE34095. Here, TGFB1 is linked to intervertebral disk degenerative disorder.