It was found that the top 10 genes related to IDD in each Topological Features (Degrees, Meso-centricity, Proximity-centricity) including CD63, PAM, SSR4 and RPS19 (Fig. 3B). Here, RPS19 is linked to intervertebral disk degenerative disorder.