The PPAR signaling pathway was represented by 14/102 molecules in the MAD-3 (p = 0.08; FDR<0.3), and 2 IDD genes were associated with this pathway (PPARG and SLC27A2). This evidence concerns the gene SMAD3 and intervertebral disk degenerative disorder.