Evidence map›Paper›PMID 33130898›Full record

ArticleNeuro-oncology2021

DNA methylation based glioblastoma subclassification is related to tumoral T-cell infiltration and patient survival.

Joost Dejaegher, Lien Solie, Zoé Hunin, Raf Sciot, David Capper, Christin Siewert, Sofie Van Cauter, Guido Wilms, Johan van Loon, Nadine Ectors and 4 more

Open access · bronzeAbstract read
In one paragraph

Article in Neuro-oncology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 50 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
50citing papers in PubMed, 1 pooled it
3.7field-weighted citation impact, top 6% of its field
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

50 citing papers in PubMed, 1 synthesis or guideline pooled it, 53 citations in OpenAlex.

  1. Pooled it
  2. Cell-based therapies for malignant glioma.Stem cells translational medicine · 2026
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  11. Loss ofJournal of Cancer · 2026
    Article
  12. Article
  13. Review
  14. Review
  15. Article
  16. Review
  17. Article
  18. Neurooncology: 2025 update.Free neuropathology · 2025
    Review
  19. Review
  20. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

14 authors at 6 institutions in 2 countries.

Joost DejaegherResearch Group Experimental Neurosurgery and Neuroanatomy, KU Leuven, Leuven, Belgium and Leuven Brain Institute, Leuven, Belgium.
Lien SolieResearch Group Experimental Neurosurgery and Neuroanatomy, KU Leuven, Leuven, Belgium and Leuven Brain Institute, Leuven, Belgium.
Zoé HuninResearch Group Experimental Neurosurgery and Neuroanatomy, KU Leuven, Leuven, Belgium and Leuven Brain Institute, Leuven, Belgium.
Raf SciotDepartment of Pathology, University Hospitals Leuven, Leuven, Belgium.
David CapperCharité‒Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin; Berlin Institute of Health, Department of Neuropathology, Berlin, Germany.
Christin SiewertGerman Cancer Consortium, Partner Site Berlin, German Cancer Research Center, Heidelberg, Germany.
Sofie Van CauterDepartment of Radiology, University Hospitals Leuven, Leuven, Belgium.
Guido WilmsDepartment of Radiology, University Hospitals Leuven, Leuven, Belgium.
Johan van LoonResearch Group Experimental Neurosurgery and Neuroanatomy, KU Leuven, Leuven, Belgium and Leuven Brain Institute, Leuven, Belgium.
Nadine EctorsBiobank, University Hospitals Leuven, Leuven, Belgium.
Steffen FieuwsInteruniversity Center for Biostatistics and Statistical Bioinformatics, KU Leuven, University of Leuven and University of Hasselt, Leuven, Belgium.
Stefan M PfisterHopp Children's Cancer Center Heidelberg, German Cancer Research Center and German Cancer Consortium, and University Hospital Heidelberg, Heidelberg, Germany.
Stefaan W Van GoolImmun-Onkologisches Zentrum Köln, Köln, Germany.
Steven De VleeschouwerGerman Cancer Consortium, Partner Site Berlin, German Cancer Research Center, Heidelberg, Germany.
German Cancer Research Center · DEVIB-KU Leuven Center for Brain & Disease Research · BEKU Leuven · BECentrum für Integrierte Onkologie · DENational Bank of Belgium · BEZiekenhuis Oost-Limburg · BE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHistologically classified glioblastomas (GBM) can have different clinical behavior and response to therapy, for which molecular subclassifications have been proposed. We evaluated the relationship of epigenetic GBM subgroups with immune cell infiltrations, systemic immune changes during radiochemotherapy, and clinical outcome.

methods450K genome-wide DNA methylation was assessed on tumor tissue from 93 patients with newly diagnosed GBM, treated with standard radiochemotherapy and experimental immunotherapy. Tumor infiltration of T cells, myeloid cells, and Programmed cell death protein 1 (PD-1) expression were evaluated. Circulating immune cell populations and selected cytokines were assessed on blood samples taken before and after radiochemotherapy.

resultsForty-two tumors had a mesenchymal, 27 a receptor tyrosine kinase (RTK) II, 17 RTK I, and 7 an isocitrate dehydrogenase (IDH) DNA methylation pattern. Mesenchymal tumors had the highest amount of tumor-infiltrating CD3+ and CD8+ T cells and IDH tumors the lowest. There were no significant differences for CD68+ cells, FoxP3+ cells, and PD-1 expression between groups. Systemically, there was a relative increase of CD8+ T cells and CD8+ PD-1 expression and a relative decrease of CD4+ T cells after radiochemotherapy in all subgroups except IDH tumors. Overall survival was the longest in the IDH group (median 36 mo), intermediate in RTK II tumors (27 mo), and significantly lower in mesenchymal and RTK I groups (15.5 and 16 mo, respectively).

conclusionsMethylation based stratification of GBM is related to T-cell infiltration and survival, with IDH and mesenchymal tumors representing both ends of a spectrum. DNA methylation profiles could be useful in stratifying patients for immunotherapy trials.

Indexed as

Brain NeoplasmsGlioblastomaDNA MethylationHumansIsocitrate DehydrogenasePromoter Regions, GeneticIsocitrate DehydrogenaseDNA methylationglioblastomaimmune infiltrationtumor microenvironment

Identifiers

PMID33130898
PMCPMC7906065
OpenAlexW3097653525

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.