Evidence map›Paper›PMID 42543809›Full record

ReviewBrain tumor research and treatment2026

Longitudinal Evolution and Cellular Plasticity in Meningioma: Insights From Single-Cell Transcriptomics.

Ji Yoon Lee, Jason K Sa, Harim Koo

Abstract readReview
In one paragraph

Review in Brain tumor research and treatment, 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

3 authors.

Ji Yoon LeeDepartment of Biomedical Informatics, Korea University College of Medicine, Seoul, Korea.ORCID https://orcid.org/0009-0001-3180-7953
Jason K SaDepartment of Biomedical Informatics, Korea University College of Medicine, Seoul, Korea.ORCID https://orcid.org/0000-0002-3251-5004
Harim KooDepartment of Medical Science Convergence, Graduate School of Medical Science, University of Ulsan, Ulsan, Korea. harimkoo@ulsan.ac.kr.ORCID https://orcid.org/0000-0002-6444-2436

Funding

University of Ulsan 2026-0344
6 · The paper itself

Abstract

Meningiomas are the most common primary intracranial tumors and exhibit a broad spectrum of clinical behavior, ranging from indolent growth to repeated recurrence and aggressive progression. Over the past decade, genomic, epigenomic, bulk transcriptomic, and single-cell studies have refined meningioma classification and identified molecular features associated with recurrence risk. However, recurrence is increasingly recognized as a dynamic process shaped by tumor-intrinsic plasticity, subtype redistribution, treatment-related selection, and remodeling of the tumor microenvironment. Recent longitudinal single-nucleus RNA sequencing of matched primary and recurrent meningiomas has extended this framework by demonstrating enrichment of proliferative, DNA repair, and extracellular matrix programs in recurrent disease, together with multidirectional transcriptional trajectories rather than simple linear progression. These findings complement earlier methylation- and transcriptome-based risk models, as well as cross-sectional single-cell studies that have highlighted neoplastic heterogeneity, macrophage interactions, and immune-state diversity across meningioma grades. Among recurrence-associated genes,

Indexed as

COL6A3Longitudinal studiesMeningiomaPlasticity

Identifiers

PMID42543809
PMCPMC13447025

What OpenQuestion 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 OpenQuestion graph.