In terms of genomic stability, INTS9 displayed a positive correlation with TMB across all subgroups (Fig. 3D-F) and a negative correlation with MSI in both astrocytoma groups (Fig. 3G-H), exhibiting a marginal association in oligodendroglioma (Fig. 3I). The gene discussed is INTS9; the disease is oligodendroglioma.