Analysis of core target gene expression across these subpopulations showed that MMP9 was primarily expressed in monocytes, KLRB1 in T cells, and UCHL1 predominantly in chondrocytes, highlighting their potential cell type-specific contributions to IDD pathogenesis (Supplementary Figure S1F). This evidence concerns the gene MMP9 and intervertebral disk degenerative disorder.