The present disclosure relates to treatment of central nervous system (CNS) cancers (e.g., malignant glioma, glioblastoma, or CNS-multiple myeloma) using marizomib. The disclosure further relates to uses of synergistic combinations of marizomib with additional therapeutic agents such as bevacizumab, daratumumab, temozolomide, pomalidomide, and radiotherapy.