In this study, the ROC curve and AUC values were used to verify the effectiveness of the IDD diagnostic model, confirming that the BDNF and DLAT genes are highly reliable in distinguishing between high- and low-risk groups of patients with IDD. Here, BDNF is linked to intervertebral disk degenerative disorder.