The findings revealed that the expression of the crucial gene YWHAZ exhibited notably greater usefulness in the diagnostic model for IDD compared with that of other variables, whereas the expression of the key gene, ALDH7A1, showed significantly lower utility for the diagnosis model of IDD compared to other variables. Here, ALDH7A1 is linked to intervertebral disk degenerative disorder.