We identified 33 MEMRDEGs and selected 7 key genes (NDUFA6, YWHAZ, DLAT, BDNF, ECI2, ACO1, and ALDH7A1) to construct an IDD diagnostic model. Here, BDNF is linked to intervertebral disk degenerative disorder.