Integrated genomic and tumor microenvironment subtyping refines risk stratification in primary central nervous system lymphoma

Abstract Purpose: Primary CNS lymphoma (PCNSL) remains a therapeutic challenge due to limited precision medicine approaches and suboptimal risk stratification. We aimed to establish an integrated classification framework by combining genomic and tumor microenvironment (TME) profiling. Experimental Design: Whole-genome sequencing (WGS) and multiplex immunofluorescence (mIF) were performed on 68 treatment-naïve PCNSL patients. Unsupervised clustering of 271 genomic features (mutations, structural variants, and copy number variations) defined molecular subtypes. TME classification leveraged CD8⁺T/M2 macrophage ratios. Results: We identified four genomic subtypes with distinct driver alterations: C1 (DNA repair defects: BRIP1/MTAP mutations and 3p/16q amps), C2 (apoptotic dysregulation: BCL2/IRF4 mutations), C3 (BCR- MAPK hyperactivation: CD79A/CARD11/EGFR mutations), and C4 (epigenetic dysregulation and mismatch repair deficiency: KMT2A/TET2/MSH6 mutations). These subtypes stratified overall survival (OS, p=0.02), with C4 exhibiting the poorest median OS (26 months). TME classification by CD8⁺T/M2 ratio revealed three groups: High (>1.5), Intermediate (0.8–1.5), and Low (<0.8). Unexpectedly, the Intermediate group showed the worst outcomes (5-year OS: 10% vs. 75% in High and 43% in Low; p=0.005). Integration exposed a lethal C4/Intermediate-TME subgroup (n=6, 9.8%) with catastrophic median OS of 3.0 months (HR=7.24, p=0.006). Multivariate analysis confirmed both systems as independent prognostic factors. Nomograms incorporating genomic/TME subtypes, Han's classification, and progression of disease within 24 months (POD24) achieved robust prediction (C-index >0.78). Conclusions: Our integrated classification reveals a high-risk biology in C4/Intermediate-TME PCNSL and provides a clinically deployable framework for risk-adapted therapy. The CD8⁺T/M2 ratio refines TME evaluation beyond conventional paradigms, enabling biomarker-driven trials.

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Publication Details

Journal
Blood
Published
2025-11-03
DOI
https://doi.org/10.1182/blood-2025-5304
Primary Topic
CNS Lymphoma Diagnosis and Treatment
Type
article
Field-Weighted Citation Impact
0.00
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article

Integrated genomic and tumor microenvironment subtyping refines risk stratification in primary central nervous system lymphoma

Teng Yu, Wen Lei, Shumei Wei, Kathy Qian Luo et al.
Blood
CNS Lymphoma Diagnosis and Treatment
article

Integrated genomic and tumor microenvironment subtyping refines risk stratification in primary central nervous system lymphoma

Teng Yu, Wen Lei, Shumei Wei, Kathy Qian Luo, Xueli Jin, Xianggui Yuan, Yun Liang, Shanshan Guo, Xian Li, Baizhou Li, Chaoyi Li, Wenbin Qian, Qunyi Guo, Yurong Huang, Aiqi Zhao, Jiefeng Tong
article en

Abstract

Abstract Purpose: Primary CNS lymphoma (PCNSL) remains a therapeutic challenge due to limited precision medicine approaches and suboptimal risk stratification. We aimed to establish an integrated classification framework by combining genomic and tumor microenvironment (TME) profiling. Experimental Design: Whole-genome sequencing (WGS) and multiplex immunofluorescence (mIF) were performed on 68 treatment-naïve PCNSL patients. Unsupervised clustering of 271 genomic features (mutations, structural variants, and copy number variations) defined molecular subtypes. TME classification leveraged CD8⁺T/M2 macrophage ratios. Results: We identified four genomic subtypes with distinct driver alterations: C1 (DNA repair defects: BRIP1/MTAP mutations and 3p/16q amps), C2 (apoptotic dysregulation: BCL2/IRF4 mutations), C3 (BCR- MAPK hyperactivation: CD79A/CARD11/EGFR mutations), and C4 (epigenetic dysregulation and mismatch repair deficiency: KMT2A/TET2/MSH6 mutations). These subtypes stratified overall survival (OS, p=0.02), with C4 exhibiting the poorest median OS (26 months). TME classification by CD8⁺T/M2 ratio revealed three groups: High (>1.5), Intermediate (0.8–1.5), and Low (<0.8). Unexpectedly, the Intermediate group showed the worst outcomes (5-year OS: 10% vs. 75% in High and 43% in Low; p=0.005). Integration exposed a lethal C4/Intermediate-TME subgroup (n=6, 9.8%) with catastrophic median OS of 3.0 months (HR=7.24, p=0.006). Multivariate analysis confirmed both systems as independent prognostic factors. Nomograms incorporating genomic/TME subtypes, Han's classification, and progression of disease within 24 months (POD24) achieved robust prediction (C-index >0.78). Conclusions: Our integrated classification reveals a high-risk biology in C4/Intermediate-TME PCNSL and provides a clinically deployable framework for risk-adapted therapy. The CD8⁺T/M2 ratio refines TME evaluation beyond conventional paradigms, enabling biomarker-driven trials.

BloodVol. 146(Supplement 1)
Zhejiang University of Science and Technology (CN), Wenzhou Medical University (CN), Second Affiliated Hospital of Zhejiang University (CN), Zhejiang Taizhou Hospital (CN)
Openalex Percentile: Top 47%
CNS Lymphoma Diagnosis and Treatment
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