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From a 2DE-Gel Spot to Protein Function: Lesson Learned From HS1 in Chronic Lymphocytic Leukemia
Published on: October 19, 2014
Single cell profiling reveals malignant states and immune landscapes in PCNSL and systemic DLBCL
Fuqiang Cai1, Xiaofang Wang2, Shunjie Zhang3
1School of Biology and Biological Engineering, South China University of Technology, Guangzhou, China.
Abstract:
Primary central nervous system lymphoma (PCNSL) is a rare, aggressive subtype of diffuse large B-cell lymphoma (DLBCL) with distinct biology. We present the first integrative single-cell transcriptomic atlas comparing PCNSL and systemic DLBCL (sDLBCL), profiling 171,322 cells from 31 patients. We identified five malignant B-cell subtypes with discrete differentiation trajectories. A CNS-enriched progenitor-like B0 subtype with MYC/VEGFA activation predominated in PCNSL and was linked to poor prognosis. PCNSL also exhibited a highly immunosuppressive microenvironment with exhausted cytotoxic T cells, M2-like macrophages, and elevated PD-L1, TIGIT, and BTLA. In contrast, sDLBCL showed more inflammatory signatures. Co-expression network and pharmacogenomic modeling revealed subtype-specific transcriptional modules associated with resistance and outcome. Modules ME7/ME15 were enriched in PCNSL, while ME17 marked drug resistance in sDLBCL. These findings establish PCNSL as a transcriptionally and immunologically distinct entity and provide a rationale for targeted immunotherapy.

