PARP (poly(ADP-ribose) polymerase) inhibitors have demonstrated promising clinical activity in multiple homologous recombination (HR) deficiency tumors. However, glioblastoma (GBM) patients have obtained little benefit from PARP inhibitors alone. PARP inhibition shows considerable promise when used together with other therapeutic agents. Thus, novel combination therapies may enhance PARP inhibitor efficacy and overcome resistance mechanisms in GBM. Herein, we report that concurrent treatment with the PARP inhibitor olaparib and XPO1 (exportin 1) inhibitor KPT330 showed synergetic anticancer effects on GBM cells. Mechanistically, in the nucleus, we show that KPT330 induced the nuclear retention of SQSTM1 (sequestosome 1) and further inhibited the ubiquitination of the DNA repair signal H2AX (H2A.X variant histone) mediated by olaparib, thus inhibiting DNA damage response and repair in GBM. Moreover, in the cytoplasm, KPT330 blocked the activation of autophagic flux caused by olaparib reagent, downregulated the expression of LAPTM4B (lysosomal protein transmembrane 4 beta) and induced the dysfunction of lysosomes, thereby preventing the degradation of autophagosome, and ultimately promoted cell death. Furthermore, in the LN229-luc mouse orthotopic xenograft model, combination treatment showed significantly increased antitumor efficacy compared to each monotherapy. These data illustrate the application prospects of combined oral administration of olaparib and KPT330 for the treatment of glioblastoma.