This investigation represents the inaugural study to uncover the involvement of INTS9 in glioma through the integration of comprehensive genomic (TCGA, CGGA), longitudinal analyses, single-cell, ATAC-sequencing datasets, and functional validation. The gene discussed is INTS9; the disease is glioma.