Evidence map›Paper›PMID 40772779›Full record

ArticleCancer immunology research2025

Spatial Analysis of the Tumor Microenvironment in Diffuse Large B-cell Lymphoma Reveals Clinically Relevant Cell Interactions and Recurrent Cellular Neighborhoods.

Matias Autio, Suvi-Katri Leivonen, Leo Meriranta, Marja-Liisa Karjalainen-Lindsberg, Teijo Pellinen, Sirpa Leppä

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Article in Cancer immunology research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

  1. Article
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  4. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Matias AutioResearch Programs Unit, Applied Tumor Genomics, University of Helsinki, Helsinki, Finland.ORCID 0000-0002-8548-9962
Suvi-Katri LeivonenResearch Programs Unit, Applied Tumor Genomics, University of Helsinki, Helsinki, Finland.ORCID 0000-0003-3224-0757
Leo MerirantaResearch Programs Unit, Applied Tumor Genomics, University of Helsinki, Helsinki, Finland.ORCID 0000-0002-6378-5381
Marja-Liisa Karjalainen-LindsbergDepartment of Pathology, Helsinki University Hospital, Helsinki, Finland.ORCID 0000-0001-6728-2266
Teijo PellinenInstitute for Molecular Medicine Finland (FIMM), Helsinki, Finland.ORCID 0000-0001-9652-7373
Sirpa LeppäResearch Programs Unit, Applied Tumor Genomics, University of Helsinki, Helsinki, Finland.ORCID 0000-0002-8265-511X

Funding

Biomedicum Helsinki-säätiö (Biomedicum Helsinki Foundation)Finnish Cancer OrganizationsFinska Läkaresällskapet (FLS)Helsinki and Uusimaa Hospital DistrictResearch Council of Finland (AKA)Sigrid Juséliuksen Säätiö (Sigrid Jusélius Stiftelse)Suomen Onkologiayhdistys (Finnish Society of Oncology)University of Helsinki
6 · The paper itself

Abstract

Recent studies have explored the composition of the tumor microenvironment (TME) in diffuse large B-cell lymphoma (DLBCL) However, cell-to-cell interactions, along with the spatial organization of DLBCL TME and their impact on patient outcomes, have remained poorly characterized. We applied multiplex immunofluorescence, cell phenotyping, and neighborhood analysis to investigate 1,218,756 single cells in 99 samples from patients with primary DLBCL. We identified 17 cell phenotypes and 10 recurrent cellular neighborhoods (RCN) across samples, subdividing DLBCLs into immune-poor areas and areas with diverse immune cell infiltrates. Avoidance of B cells and PD-1+ T cells was associated with less aggressive clinical characteristics and favorable survival. Likewise, the proximity of CD8+ T cell-rich and immune-poor RCNs translated to favorable patient outcomes, and the proximity of PD-L1+ B cell-rich and CD8+ T cell-rich RCNs to unfavorable patient outcomes. Our findings provide insights into the spatial interactions and organization of DLBCL TME with implications for patient outcomes.

Indexed as

Cell CommunicationLymphocytes, Tumor-InfiltratingLymphoma, Large B-Cell, DiffuseTumor MicroenvironmentAdultAgedB-LymphocytesCD8-Positive T-LymphocytesFemaleHumansMaleMiddle AgedPrognosisSpatial Analysis

Identifiers

PMID40772779
PMCPMC12485370

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.