Evidence map›Paper›PMID 40759029›Full record

ArticleCancer research2025

Spatial Multiomics Defines a Shared Tumor Infiltrative Signature at the Resection Margin in High-Grade Gliomas.

Balagopal Pai, Susana Isabel Ramos, Wan Sze Cheng, Tanvi Joshi, Emine Özen, Lakshmi Shree Kulumani Mahadevan, Thenzing J Silva-Hurtado, Gabrielle A Price, Jessica Tome-Garcia, German Nudelman and 6 more

Abstract read
In one paragraph

Article in Cancer research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing 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

15 citing papers in PubMed.

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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

16 authors.

Balagopal PaiDepartment of Pathology, Molecular and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York.ORCID 0000-0003-3196-055X
Susana Isabel RamosDepartment of Pathology, Molecular and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York.ORCID 0000-0003-2886-6781
Wan Sze ChengDepartment of Neurology, Icahn School of Medicine at Mount Sinai, New York, New York.ORCID 0000-0002-1557-0140
Tanvi JoshiDepartment of Pathology, Molecular and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York.ORCID 0000-0001-7436-4673
Emine ÖzenDepartment of Biomedical Engineering, Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University in the City of New York, New York, New York.ORCID 0009-0008-4131-4563
Lakshmi Shree Kulumani MahadevanDepartment of Pathology, Molecular and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York.ORCID 0000-0003-4701-252X
Thenzing J Silva-HurtadoDepartment of Pathology, Molecular and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York.ORCID 0000-0002-4697-6055
Gabrielle A PriceDepartment of Pathology, Molecular and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York.ORCID 0000-0001-6054-2395
Jessica Tome-GarciaDepartment of Pathology, Molecular and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York.ORCID 0000-0003-0554-8676
German NudelmanDepartment of Neurology, Icahn School of Medicine at Mount Sinai, New York, New York.ORCID 0000-0002-5344-5981
Sanjana ShroffDepartment of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York.ORCID 0000-0003-2839-0322
Kristin G BeaumontDepartment of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York.ORCID 0000-0003-3075-9977
Raymund L YongDepartment of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York.ORCID 0000-0002-7585-4153
Robert P SebraDepartment of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York.ORCID 0000-0001-9267-2426
Elena ZaslavskyDepartment of Neurology, Icahn School of Medicine at Mount Sinai, New York, New York.ORCID 0000-0002-4828-7771
Nadejda M TsankovaDepartment of Pathology, Molecular and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York.ORCID 0000-0002-5333-312X

Funding

Resolving SARS-Cov-2 tropism and COVID19 pathology in the brainR01NS106229 · NINDS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI Nadejda Mincheva Tsankova · 2019 to 2026
$3.5M
Chromatin Plasticity, Transcriptional Activity and Kinetics in Developing and Adult Human Astrocyte and Oligodendroglial LineagesRF1DA048810 · NIDA · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI TSANKOVA, NADEJDA MINCHEVA · 2019 to 2019
$1.8M
Intramural Research Program (IRP) RF1DA048810National Institute of Neurological Disorders and Stroke (NINDS) R01NS106229NIDA NIH HHS RF1 DA048810NINDS NIH HHS R01 NS106229
6 · The paper itself

Abstract

Despite genomic heterogeneity, most high-grade gliomas (HGG), including IDH wild-type glioblastoma, display diffusely infiltrative growth, which impedes complete surgical resection and leads to inevitable recurrence. Understanding of HGG biology comes predominantly from studies using resected "core" tissue. Paradoxically, chemoradiation targets residual disease at the resection margin, which remains poorly defined. To address this, we generated a high-throughput single-nucleus RNA sequencing (snRNA-seq) and single-nucleus assay for transposase-accessible chromatin using sequencing (snATAC-seq) multiomic dataset from matching "core" and "margin" dissections in four distinct grade 4 HGG (36,811 snRNA-seq and 30,705 snATAC-seq nuclei after filtering from EGFR amplified, NF1 mutant, FGFR3-TACC3 fused, and IDH1 mutant HGG) and combined it with new spatial transcriptomics data from two additional HGG (EGFR amplified and CDK4 amplifed) to evaluate "core-to-margin" transition. Computational analyses included functional enrichment, comparison with prior HGG datasets, differential analyses in core versus margin cell types or regions of interest for genes, chromatin accessibility peaks, cell-cell interactions, transcription factor motif activity and associated regulon targets, and reconstruction of core-to-margin transition using RNA velocity and pseudotime. Contrasting tumor-specific biology in matching core and margin dissections defined a unique, shared "glioma infiltration" signature near the margin. EGFR was prioritized as a top differentially expressed and accessible tumor margin marker across HGG subtypes that showed dynamic expression along a core-to-margin infiltration trajectory. CRISPR/Cas9-mediated deletion of EGFR in two patient-derived models validated its role in migration, and combined snATAC-seq with chromatin immunoprecipitation sequencing studies suggested a role for TEAD1 as a transcriptional regulator of EGFR at the margin. This multiomic resource will enable further studies into residual disease biology of tumors and the microenvironment at the infiltrative margin. SIGNIFICANCE: Characterization of infiltrating tumor-margin cells across human high-grade gliomas advances the understanding of residual disease biology at the surgical margin, identifies mechanisms of therapy resistance and recurrence, and elucidates targetable molecular features.

Indexed as

Brain NeoplasmsGliomaMargins of ExcisionBiomarkers, TumorGene Expression Regulation, NeoplasticHumansMultiomicsNeoplasm GradingTranscriptomeBiomarkers, Tumor

Identifiers

PMID40759029
PMCPMC12603948

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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 OpenQuestion graph.