Notably, RCOR2, STAT3, and NOTCH1 exhibited enhanced diagnostic efficacy, highlighting the relevance of HRDEGs in the identification of IDD patients and presenting new therapeutic targets for early diagnosis and intervention. Here, RCOR2 is linked to intervertebral disk degenerative disorder.