The TNF signaling pathway, which had a well-established association with IDD, was found to be activated in KEGG pathway analysis of upregulated genes and TNFR1 and TNFR2 signaling activation was identified by IPA (Risbud and Shapiro, 2014). Here, TNF is linked to intervertebral disk degenerative disorder.