Additionally, building on previous findings, we identified key hypoxia-related genes, including STAT3, RCOR2, and NOTCH1, which demonstrate diagnostic accuracy through ROC analysis and highlight their potential for early detection of IDD. Here, STAT3 is linked to intervertebral disk degenerative disorder.