Evidence map›Paper›PMID 32743548›Full record

ArticleNeuro-oncology advances

Temporospatial genomic profiling in glioblastoma identifies commonly altered core pathways underlying tumor progression.

Mylan R Blomquist, Shannon Fortin Ensign, Fulvio D'Angelo, Joanna J Phillips, Michele Ceccarelli, Sen Peng, Rebecca F Halperin, Francesca P Caruso, Luciano Garofano, Sara A Byron and 9 more

Open access · goldAbstract read
In one paragraph

Article in Neuro-oncology advances. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
1.5field-weighted citation impact, top 17% 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

14 citing papers in PubMed, 31 citations in OpenAlex.

  1. The Role of RAS in CNS Tumors: A Key Player or an Overlooked Oncogene?International journal of molecular sciences · 2025
    Review
  2. Review
  3. Article
  4. Review
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Review
  11. Article
  12. Article
  13. Review
  14. 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

19 authors at 9 institutions in 2 countries.

Mylan R BlomquistDepartment of Cancer Biology, Mayo Clinic Arizona, Scottsdale, Arizona, USA.
Shannon Fortin EnsignDepartment of Hematology and Oncology, Mayo Clinic Arizona, Phoenix, Arizona, USA.
Fulvio D'AngeloInstitute for Cancer Genetics, Columbia University Medical Center, New York, New York, USA.
Joanna J PhillipsDepartment of Pathology, University of California, San Francisco, San Francisco, California, USA.
Michele CeccarelliBIOGEM, Ariano Irpino, Italy.
Sen PengCancer and Cell Biology Division, Translational Genomics Research Institute, Phoenix, Arizona, USA.
Rebecca F HalperinIntegrated Cancer Genomics Division, The Translational Genomics Research Institute, Phoenix, Arizona, USA.
Francesca P CarusoDepartment of Science and Technology, Università degli Studi del Sannio, Benevento, Italy.
Luciano GarofanoInstitute for Cancer Genetics, Columbia University Medical Center, New York, New York, USA.
Sara A ByronIntegrated Cancer Genomics Division, The Translational Genomics Research Institute, Phoenix, Arizona, USA.
Winnie S LiangIntegrated Cancer Genomics Division, The Translational Genomics Research Institute, Phoenix, Arizona, USA.
David W CraigDepartment of Translational Genomics, University of Southern California Keck School of Medicine, Los Angeles, California, USA.
John D CarptenDepartment of Translational Genomics, University of Southern California Keck School of Medicine, Los Angeles, California, USA.
Michael D PradosDepartment of Neurological Surgery, University of California, San Francisco, San Francisco, California, USA.
Jeffrey M TrentIntegrated Cancer Genomics Division, The Translational Genomics Research Institute, Phoenix, Arizona, USA.
Michael E BerensCancer and Cell Biology Division, Translational Genomics Research Institute, Phoenix, Arizona, USA.
Antonio IavaroneInstitute for Cancer Genetics, Columbia University Medical Center, New York, New York, USA.
Harshil DhruvCancer and Cell Biology Division, Translational Genomics Research Institute, Phoenix, Arizona, USA.
Nhan L TranDepartment of Cancer Biology, Mayo Clinic Arizona, Scottsdale, Arizona, USA.
Translational Genomics Research Institute · USColumbia University Irving Medical Center · USMayo Clinic in Arizona · USUniversity of California, San Francisco · USUniversity of Southern California · USBiogem · ITCancer Genetics (United States) · USMayo Clinic Hospital · USUniversity of Sannio · IT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundTumor heterogeneity underlies resistance and disease progression in glioblastoma (GBM), and tumors most commonly recur adjacent to the surgical resection margins in contrast non-enhancing (NE) regions. To date, no targeted therapies have meaningfully altered overall patient survival in the up-front setting. The aim of this study was to characterize intratumoral heterogeneity in recurrent GBM using bulk samples from primary resection and recurrent samples taken from contrast-enhancing (EN) and contrast NE regions.

methodsWhole exome and RNA sequencing were performed on matched bulk primary and multiple recurrent EN and NE tumor samples from 16 GBM patients who received standard of care treatment alone or in combination with investigational clinical trial regimens.

resultsPrivate mutations emerge across multi-region sampling in recurrent tumors. Genomic clonal analysis revealed increased enrichment in gene alterations regulating the G2M checkpoint, Kras signaling, Wnt signaling, and DNA repair in recurrent disease. Subsequent functional studies identified augmented PI3K/AKT transcriptional and protein activity throughout progression, validated by phospho-protein levels. Moreover, a mesenchymal transcriptional signature was observed in recurrent EN regions, which differed from the proneural signature in recurrent NE regions.

conclusionsSubclonal populations observed within bulk resected primary GBMs transcriptionally evolve across tumor recurrence (EN and NE regions) and exhibit aberrant gene expression of common signaling pathways that persist despite standard or targeted therapy. Our findings provide evidence that there are both adaptive and clonally mediated dependencies of GBM on key pathways, such as the PI3K/AKT axis, for survival across recurrences.

Indexed as

clonal evolutioncontrast enhancementglioblastomaPI3K signalingtemporospatial heterogeneity

Identifiers

PMID32743548
PMCPMC7388612
OpenAlexW3036154696

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.