We identified 33 MEMRDEGs and selected 7 key genes (NDUFA6, YWHAZ, DLAT, BDNF, ECI2, ACO1, and ALDH7A1) to construct an IDD diagnostic model. The gene discussed is ECI2; the disease is intervertebral disk degenerative disorder.