Background: Primary central nervous system lymphoma (PCNSL) is a rare aggressive extra-nodal non-Hodgkin lymphoma (NHL) of which over 90% are diffuse large B-cell lymphoma (DLBCL). High-dose methotrexate (HD-MTX)-based regimens are the dominant therapy for newly diagnosed PCNSL, but the patients' complete remission rate (CRR) is merely about 50%. Bruton tyrosine kinase (BTK), a critical kinase in the B cell receptor (BCR) signaling pathway, contributes to the degradation of FOXO3a and promotes abnormal B cell proliferation. Recent studies revealed that BTK inhibitors (BTKi) play a role in various B cell lymphomas, including DLBCL, and have also shown promising efficacy in PCNSL. However, the clinical management of PCNSL is still challenging for its limited treatment options and poor prognosis, especially when patients developed acquired resistance to BTKi. Selinexor (KPT-330) is a first-ever oral small molecule Exportin-1 (nuclear output protein XPO1) inhibitor with a molecular weight of 443.31 Da, which can efficiently cross the blood-brain barrier. Currently Selinexor was found to promote the aggregation of FOXO3a and could synergistically inhibit PI3K/AKT and NF-κB pathways with BTKi to overcome acquired BTKi resistance. To investigate the therapeutic potential of Selinexor and BTKi in PCNSL, we examined the combination both in DLBCL cells and A20 transplantation mice, and further explored the clinical efficacy in PCNSL patients. Methods and Results: ABC-DLBCL cell lines (OCI-LY3 and OCI-LY10) were treated with Selinexor for 48 hours. Western blot analysis showed that Selinexor inhibited NF-κB, P-STAT3, and NFATc1 signaling pathways in DLBCL in vitro. Combining Selinexor(1μM) with ICP-022(2μM), a BTKi, resulted in more notable inhibition of the above tumor signaling pathways. A20 murine B-cell lymphoma transplantation models were divided into a control group, Selinexor monotherapy group, ICP-022 monotherapy group, and combination group. Tumor volume was measured after 30 days (Figures 1A), and the number of CD4+ T cells and CD8+ T cells and the corresponding cellular expression of PD-1 and TIM-3 in the spleen and tumor tissues of mice were detected. The results showed that the tumor volume in the combination group was minimized, and the number of CD4+ T cells and CD8+ T cells in spleens and tumors in this group was significantly increased, while PD-1 and TIM-3 expression was downregulated (Figures 1B-C). Based on these results, a prospective, open-label, single-arm, multicenter study was conducted with MSZ regimen (MTX, BTKi, Selinexor) for the treatment of PCNSL (Trial Registration Number: ChiCTR2200062154). Newly diagnosed primary and secondary central DLBCL patients (18-80 years old) received a 6-cycle MSZ regimen (HDMTX 3.5 g/m 2 3-h infusion d1, Zanubrutinib 160 mg Bid po, Selinexor 40 mg Biw po, 3 weeks per cycle) and evaluated by MRI/PET. 5 patients (2 GCB-DLBCL, 3 ABC-DLBCL) were enrolled, with a median age of 65 years (range: 54-73 years), 100% achieved metabolic remission (Figure 2A) and maintained long-term efficacy. 4 patients achieved early deep remissions of over 75% reduction with 1 cycle of treatment, and 1 patient had a complete remission after 2 cycles of treatment (Figures 2B). 3 patients chose radiation therapy as consolidation after the end of induction chemotherapy. 2 others were on maintenance therapy with Selinexor combined with Zanubrutinib, one of them has completed the two-year maintenance treatment and maintained sustained remission till now. Only 1 patient experienced several grade 3 adverse events (AEs) including anemia, decreased white blood cell and platelet counts, and elevated alanine aminotransferase.1 patient developed mild renal insufficiency, which recovered 6 months after the end of treatment. Patients were generally well-tolerated and there were no treatment-related deaths. Conclusion: This is the first report describing that Selinexor combined with BTKi can synergistically inhibit the DLBCL tumor signaling pathway and repairing the immune microenvironment. Correspondingly, in treatment of central DLBCL patients, the novel therapeutic strategy of MSZ regimen has achieved impressive results, with a CRR of 100%. Most patients attained early and rapid deep remissions with durable efficacy. This study provides theoretical support and preliminary clinical data for the combined application of Selinexor and BTK inhibitors.