Evidence map›Paper›PMID 42083511›Full record

ArticleBrain pathology (Zurich, Switzerland)2026

Patient-derived surgical samples reveal the cellular and molecular signatures of glioblastoma infiltration in distinct radiological zones.

Olaya de Dios, Juan Romero, María de Los Ángeles Ramírez-González, Beatriz Herranz, Alicia Avis-Bodas, Juliana Manosalva, Diego Megías, Ana Ramos, Juan Manuel Sepúlveda-Sánchez, Ricardo Gargini and 9 more

Abstract read
In one paragraph

Article in Brain pathology (Zurich, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

19 authors.

Olaya de DiosNeurooncology Unit, Chronic Disease Department (UFIEC), Instituto de Salud Carlos III, Madrid, Spain.ORCID https://orcid.org/0000-0003-4839-0071
Juan RomeroDepartment of Radiology, Hospital Universitario 12 de Octubre, Madrid, Spain.ORCID https://orcid.org/0009-0002-8411-2861
María de Los Ángeles Ramírez-GonzálezNeurooncology Unit, Chronic Disease Department (UFIEC), Instituto de Salud Carlos III, Madrid, Spain.ORCID https://orcid.org/0000-0001-6040-6916
Beatriz HerranzMedical School, Universidad Francisco de Vitoria, Madrid, Spain.ORCID https://orcid.org/0000-0002-7847-7058
Alicia Avis-BodasNeurooncology Unit, Chronic Disease Department (UFIEC), Instituto de Salud Carlos III, Madrid, Spain.ORCID https://orcid.org/0000-0002-9275-5413
Juliana ManosalvaAdvanced Microscopy Unit, Instituto de Salud Carlos III, Madrid, Spain.ORCID https://orcid.org/0009-0008-3064-6351
Diego MegíasAdvanced Microscopy Unit, Instituto de Salud Carlos III, Madrid, Spain.ORCID https://orcid.org/0000-0003-0755-0518
Ana RamosDepartment of Radiology, Hospital Universitario 12 de Octubre, Madrid, Spain.
Juan Manuel Sepúlveda-SánchezNeurooncology Unit, Instituto de Investigaciones Biomédicas I+12, Hospital 12 de Octubre, Madrid, Spain.ORCID https://orcid.org/0000-0003-3548-9961
Ricardo GarginiNeurooncology Unit, Instituto de Investigaciones Biomédicas I+12, Hospital 12 de Octubre, Madrid, Spain.ORCID https://orcid.org/0000-0003-4032-0095
Berta Segura-CollarNeurooncology Unit, Instituto de Investigaciones Biomédicas I+12, Hospital 12 de Octubre, Madrid, Spain.ORCID https://orcid.org/0000-0001-8507-7434
Gabriel VelillaNeurooncology Unit, Instituto de Investigaciones Biomédicas I+12, Hospital 12 de Octubre, Madrid, Spain.ORCID https://orcid.org/0000-0002-6367-4892
Bárbara MeléndezMolecular Pathology Research Unit, Hospital Universitario de Toledo and Fundación Hospital Nacional de Parapléjicos, Toledo, Spain.ORCID https://orcid.org/0000-0001-5004-8895
Pedro GonzálezDepartment of Neurosurgery, Hospital Universitario 12 de Octubre, Department of Surgery, Medical School, Universidad Complutense de Madrid, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid, Spain.
Luis Jiménez-RoldánDepartment of Neurosurgery, Hospital Universitario 12 de Octubre, Department of Surgery, Medical School, Universidad Complutense de Madrid, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid, Spain.ORCID https://orcid.org/0000-0002-9864-0385
Guillermo García-PosadasDepartment of Neurosurgery, Hospital Universitario 12 de Octubre, Department of Surgery, Medical School, Universidad Complutense de Madrid, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid, Spain.ORCID https://orcid.org/0000-0002-7763-4322
Aurelio Hernández-LaínNeurooncology Unit, Instituto de Investigaciones Biomédicas I+12, Hospital 12 de Octubre, Madrid, Spain.ORCID https://orcid.org/0000-0003-1642-4505
Ángel Pérez-NúñezDepartment of Neurosurgery, Hospital Universitario 12 de Octubre, Department of Surgery, Medical School, Universidad Complutense de Madrid, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid, Spain.ORCID https://orcid.org/0000-0002-2391-6586
Pilar Sánchez-GómezNeurooncology Unit, Chronic Disease Department (UFIEC), Instituto de Salud Carlos III, Madrid, Spain.ORCID https://orcid.org/0000-0002-0709-4973

Funding

American Brain Tumor Association ARC2300007Fundación Científica Asociación Española Contra el Cáncer TRNSC235658SANCInstituto de Salud Carlos III AC23CIII_1-00003Instituto de Salud Carlos III CP21/00116Ministerio de Ciencia, Innovación y Universidades P2022/BMD-7344Ministerio de Ciencia, Innovación y Universidades PI21/01168Ministerio de Ciencia, Innovación y Universidades PI21/01406Ministerio de Ciencia, Innovación y Universidades PI21CIII/00002Ministerio de Ciencia, Innovación y Universidades PI22/01171Ministerio de Ciencia, Innovación y Universidades TED2021-132318B-I00
6 · The paper itself

Abstract

Glioblastoma (GBM) is one of the deadliest cancers, largely due to its nearly inevitable recurrence driven by residual tumor cells. Recent evidence suggests that performing supratotal resections that extend into non-contrast-enhancing (nCE) tumor regions may prolong survival. However, tumor infiltration in these areas has not been fully characterized. Our goal was to define the cellular landscape of the GBM periphery and its clinical relevance. To accomplish this, we prospectively collected 161 biopsies from 45 GBM patients. The samples were classified using magnetic resonance imaging (MRI) as either enhancing tumor, nCE tumor, vasogenic edema, or radiologically normal tissue. We performed immunohistochemistry with MIB1 staining to detect proliferative cells and measure cell density. We also performed transcriptional profiling, selecting immune, glial, and vascular markers from single-cell RNA sequencing data. We analyzed the associations with the extent of resection and patient outcomes. Most nCE tumor biopsies displayed neoplastic features, including high cellularity, proliferative markers, and loss of oligodendrocyte signatures. However, some regions labeled as edema by MRI also contained infiltrating tumor cells and were associated with disease progression. Therefore, although MRI-based classification of nCE tumor regions is generally accurate, it underestimates infiltration within edema-labeled areas. Furthermore, in patients who underwent gross-total resection, high peripheral cellularity predicted earlier local recurrence. This suggests that assessing cell density in the periphery can improve recurrence risk prediction. Regarding the tumor microenvironment analysis, immune-related phenotypes were associated with a worse prognosis only after complete resection of the enhancing tumor. Furthermore, our gene panel, particularly the oligodendrocyte markers, provides prognostic insights depending on both biopsy location and resection extent. These findings support the integration of histological and molecular evaluations of the tumor periphery into surgical and therapeutic decision-making processes. This approach offers a path to better patient stratification and outcome prediction in GBM.

Indexed as

Brain NeoplasmsGlioblastomaAdultAgedBiopsyFemaleHumansMagnetic Resonance ImagingMaleMiddle AgedNeoplasm Recurrence, Localextent of resectionnon‐enhancing tumorperitumoral glioblastomasupratotal resectionstumor microenvironment

Identifiers

PMID42083511
PMCPMC13630856

What Socratic holds

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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 Socratic graph.