Evidence map›Paper›PMID 42296327›Full record

ArticleNeuro-oncology2026

Multi-sampling allows intra-tumoral heterogeneity querying and vulnerability profiling in glioblastoma.

Diogo Moniz Garcia, Wan-Hsin Lin, Daniel P Wickland, Erik Jessen, Erik H Middlebrooks, Lauren E Haydu, Mieu Brooks, Ryan W Feathers, Lindsey Kinsella, Chris Sereduk and 5 more

Abstract read
In one paragraph

Article in Neuro-oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

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

15 authors.

Diogo Moniz GarciaDepartment of Neurosurgery, Mayo Clinic, Florida, Jacksonville, FL, USA.
Wan-Hsin LinDepartment of Cancer Biology, Mayo Clinic, Florida, Jacksonville, FL, USA.ORCID 0000-0002-1807-5815
Daniel P WicklandDepartment of Quantitative Health Sciences, Mayo Clinic, Florida, Jacksonville, FL, USA.ORCID 0000-0001-5313-6276
Erik JessenDepartment of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA.ORCID 0000-0001-9851-6897
Erik H MiddlebrooksDepartment of Radiology, Mayo Clinic, Florida, Jacksonville, FL, USA.ORCID 0000-0002-4418-9605
Lauren E HayduDepartment of Quantitative Health Sciences, Mayo Clinic, Florida, Jacksonville, FL, USA.ORCID 0000-0002-6360-0199
Mieu BrooksDepartment of Neurosurgery, Mayo Clinic, Florida, Jacksonville, FL, USA.ORCID 0009-0006-3103-1522
Lindsey KinsellaDepartment of Cancer Biology, Mayo Clinic, Florida, Jacksonville, FL, USA.ORCID 0009-0006-9240-2999
Chris SeredukDepartment of Cancer Biology, Mayo Clinic, Arizona, Phoenix, AZ, USA.
Steven S RosenfeldDepartment of Neurology, Mayo Clinic, Florida, Jacksonville, FL, USA.
Nhan L TranDepartment of Cancer Biology, Mayo Clinic, Arizona, Phoenix, AZ, USA.ORCID 0000-0003-0908-9964
Kaisorn L ChaichanaDepartment of Neurosurgery, Mayo Clinic, Florida, Jacksonville, FL, USA.ORCID 0000-0002-9775-8912
Panos Z AnastasiadisDepartment of Neurosurgery, Mayo Clinic, Florida, Jacksonville, FL, USA.ORCID 0000-0003-4436-9435
Alfredo Quiñones-HinojosaDepartment of Neurosurgery, Mayo Clinic, Florida, Jacksonville, FL, USA.ORCID 0000-0003-4262-5968

Funding

Women's Cancer ProgramP30CA015083 · NCI · MAYO CLINIC ROCHESTER · PI Lila J. Rutten · 1985 to 2026
$151.3M
Role of the Syx-RhoA signaling axis in glioma cell growth and disseminationR01NS101721 · NINDS · MAYO CLINIC JACKSONVILLE · PI ANASTASIADIS, PANAGIOTIS Z. · 2018 to 2022
$1.4M
Distinguished Mayo Clinic Investigator AwardFlorida Department of Health Cancer Research ChairJacquie Lorraine Goldman FundMayo Clinic Center for Individualized MedicineNCI NIH HHS P30 CA015083NIH HHS P30 CA15083NINDS NIH HHS R01 NS101721Richard and Lauralee Uihlein Neuro-oncology Research
6 · The paper itself

Abstract

backgroundGlioblastoma (GBM) remains a devastating cancer with limited treatment options, largely due to its heterogeneity. While supramaximal resection has recently provided survival benefits, therapeutic profiling of different tumor compartments, particularly its infiltrative edge remains largely unexplored.

methodsHere, we leveraged magnetic resonance imaging (MRI)-guided multi-sampling, collecting 2 cores and 2 margins per case, to query GBM heterogeneity. Whole-exome and RNA-seq with drug testing in two patient-derived 3D models were used to reveal similarities and differences in genomic and transcriptomic makeups, cellular compositions, and drug responses across cores and margins. Bioinformatics interrogations further identified response biomarkers.

resultsMutation analysis showed that oncogenes exhibited a higher degree of spatial heterogeneity than tumor suppressor genes, regardless of MRI status. While the mesenchymal transcriptional subtype with extracellular matrix remodeling, stress response, and immune programs were preferentially enriched in enhancing cores, proneural tumors with neurological processes favored non-enhancing margins. Using a 15-drug GBM-targeted panel, ERK (ulixertinib) and PI3K pathway (paxalisib, CC-115) inhibitors showed preferential efficacy in enhancing cores and non-enhancing margins, respectively. The anti-apoptosis, pan-Bcl2 agent navitoclax and the epigenetic drug trotabresib represented the most effective, tumor-wide monotherapies. Importantly, drug combinations generally outperformed single agents across all regions.

conclusionsThis work demonstrates the regional heterogeneity of therapeutic vulnerabilities in GBM ex vivo, showing various drugs with tumor-wide or MRI-enhancement informed activity. These findings offer preclinical bases of numerous monotherapies and drug combinations for future clinical trial design.

Indexed as

Biomarkers, TumorBrain NeoplasmsGlioblastomaAntineoplastic AgentsGene Expression ProfilingHumansMagnetic Resonance ImagingMutationAntineoplastic AgentsBiomarkers, Tumor3D patient-derived modelsdrug testingglioblastomaIDH-wildtypemolecular and therapeutic heterogeneityMRI enhancing status

Identifiers

PMID42296327
PMCPMC13550674

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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.