Primary central nervous system diffuse large B-cell lymphoma (PCNSL-DLBCL) is a highly aggressive malignancy accounting for over 80% of primary CNS lymphomas, with an annual incidence of 0.4-0.6 per 100,000 people globally and a rising trend in immunocompetent patients. First-line high-dose methotrexate-based chemotherapy causes severe toxicities and nearly 50% of patients relapse within 1-2 years, developing relapsed/refractory (R/R) disease. Treatment options for R/R PCNSL are scarce, with low response rates, median survival of only 3-6 months, and 5-year survival below 5%. The blood-brain
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