Since ERS has been shown to be crucial to the onset of IDD, it may be targeted for the therapeutic treatment of the disorder.[35,36] This study employed ML methods that identified the diagnostic biomarker KCNQ1, which is linked to ERS in IDD. This evidence concerns the gene KCNQ1 and intervertebral disk degenerative disorder.