Evidence map›Paper›PMID 37884531›Full record

ArticleNPJ genomic medicine2023

CNS tumor stroma transcriptomics identify perivascular fibroblasts as predictors of immunotherapy resistance in glioblastoma patients.

Maksym Zarodniuk, Alexander Steele, Xin Lu, Jun Li, Meenal Datta

Open access · goldAbstract read
In one paragraph

Article in NPJ genomic medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.

0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed
5.8field-weighted citation impact, top 4% 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

21 citing papers in PubMed, 20 citations in OpenAlex.

  1. FAPExperimental & molecular medicine · 2026
    Article
  2. Immunotherapy for Glioma: A compartmental framework for resistance and rational combination design.Neurotherapeutics : the journal of the American Society for Experimental NeuroTherapeutics · 2026
    Review
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  19. Downregulation ofFrontiers in oncology · 2025
    Article
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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

5 authors at 1 institution in 1 country.

Maksym ZarodniukDepartment of Aerospace and Mechanical Engineering, University of Notre Dame, Notre Dame, IN, USA.ORCID http://orcid.org/0000-0002-3953-315X
Alexander SteeleDepartment of Electrical Engineering, University of Notre Dame, Notre Dame, IN, USA.ORCID http://orcid.org/0009-0000-0607-325X
Xin LuDepartment of Biological Sciences, University of Notre Dame, Notre Dame, IN, USA.
Jun LiDepartment of Applied and Computational Mathematics and Statistics, University of Notre Dame, Notre Dame, IN, USA.
Meenal DattaDepartment of Aerospace and Mechanical Engineering, University of Notre Dame, Notre Dame, IN, USA. mdatta@nd.edu.
University of Notre Dame · US

Funding

Converting Cold to Hot Tumor Microenvironment in Prostate Cancer by Targeting Chromatin EffectorR01CA248033 · NCI · UNIVERSITY OF NOTRE DAME · PI LU, XIN · 2020 to 2024
$1.8M
Targeting abnormal immunomechanics in the glioblastoma microenvironment to improve therapeutic responseK22CA258410 · NCI · UNIVERSITY OF NOTRE DAME · PI DATTA, MEENAL · 2021 to 2023
$573k
NCI NIH HHS K22 CA258410NCI NIH HHS R01 CA248033
6 · The paper itself

Abstract

Excessive deposition of extracellular matrix (ECM) is a hallmark of solid tumors; however, it remains poorly understood which cellular and molecular components contribute to the formation of ECM stroma in central nervous system (CNS) tumors. Here, we undertake a pan-CNS analysis of retrospective gene expression datasets to characterize inter- and intra-tumoral heterogeneity of ECM remodeling signatures in both adult and pediatric CNS disease. We find that CNS lesions - glioblastoma in particular - can be divided into two ECM-based subtypes (ECM

Identifiers

PMID37884531
PMCPMC10603041
OpenAlexW4387966175

What OpenQuestion holds

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LicenceCC BY
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.