This study systematically unveils the dual mechanistic roles of BST2 and DIRAS3 in gliomagenesis and progression: (1) As independent prognostic factors, their aberrant overexpression significantly correlates with CD8+ T-cell-mediated immune evasion and poor clinical outcomes in glioma patients. The gene discussed is DIRAS3; the disease is central nervous system cancer.