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Record W4407866806 · doi:10.1158/2326-6074.io2025-a060

Abstract A060: Reactive oligodendrocytes promote glioblastoma progression through CCL5/CCR5-mediated glioma stem cell maintenance

2025· article· en· W4407866806 on OpenAlexaff
Jason Moffat

Bibliographic record

VenueCancer Immunology Research · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicMicroRNA in disease regulation
Canadian institutionsHospital for Sick Children
Fundersnot available
KeywordsGlioblastomaGliomaStem cellCancer researchCCL5TemozolomideMedicineBiologyT cellImmunologyImmune systemCell biology

Abstract

fetched live from OpenAlex

Abstract Glioblastoma (GBM) thrives in an ecosystem that is shaped by intricate intercellular interactions that contribute to tumor progression and treatment resistance. Recent studies have shown that the oligodendrocyte lineage (OL) is abundantly enriched in the GBM tumor microenvironment. In this study, we utilized single-cell RNA sequencing (scRNA-seq) profiles from 120 primary and recurrent GBM tumors, spatial transcriptomics, immunohistochemistry, cytokine profiling, and in vitro migration assays to demonstrate that OLs are selectively recruited to the GBM tumor border, and subsequently incorporated into the tumor mass at recurrence. Using a pan-disease single-cell human OL meta-atlas, we identified a population of malignancy-associated reactive OLs, akin to those seen in demyelinating inflammatory and traumatic conditions. The interferon-mediated induction of this population was validated using in vivo GL261 and CT2A syngeneic mouse models. Cytokine profiling and ligand-receptor (LR) interaction analyses identified several pro-tumorigenic cytokines secreted by reactive OLs, including CCL5. Moreover, we found that CCR5, the CCL5 receptor, was preferentially expressed in glioma stem-like cells (GSCs) and upregulated at recurrence. Targeting CCR5 in GBM tumor cells with genetic knockdown or pharmacological inhibition impaired GSC stemness and prolonged the survival of mice bearing GBM tumors. Our work highlights the functional interplay between OLs and GBM cells and positions the CCL5/CCR5 axis as a druggable target for GBM. Citation Format: Jason Moffat. Reactive oligodendrocytes promote glioblastoma progression through CCL5/CCR5-mediated glioma stem cell maintenance [abstract]. In: Proceedings of the AACR IO Conference: Discovery and Innovation in Cancer Immunology: Revolutionizing Treatment through Immunotherapy; 2025 Feb 23-26; Los Angeles, CA. Philadelphia (PA): AACR; Cancer Immunol Res 2025;13(2 Suppl):Abstract nr A060.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.007
Threshold uncertainty score0.024

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0070.002

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.022
GPT teacher head0.353
Teacher spread0.331 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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