Evidence map›Paper›PMID 42643588›Full record

ArticleFrontiers in immunology2026

Single-cell analysis identifies a VIM+ glioma stem-like vascular-immune state linked to myeloid OSM signaling and CEBPD activity.

Qingbao Xiao, Bo Chen, Junhao Yan, Cheng Li, Jian Xu, Mingrui Luo, Bin Wang, Yuan Zhu

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

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Qingbao Xiao *Department of Neurosurgery, Wuhan Third Hospital, Tongren Hospital of Wuhan University, Wuhan, Hubei, China.
Bo Chen *Department of Neurosurgery, Wuhan Third Hospital, Tongren Hospital of Wuhan University, Wuhan, Hubei, China.
Junhao Yan *The Third Clinical College, Henan Medical University, Xinxiang, China.
Cheng LiDepartment of Neurosurgery, Wuhan Third Hospital, Tongren Hospital of Wuhan University, Wuhan, Hubei, China.
Jian XuDepartment of Neurosurgery, Wuhan Third Hospital, Tongren Hospital of Wuhan University, Wuhan, Hubei, China.
Mingrui LuoDepartment of Neurosurgery, Wuhan Third Hospital, Tongren Hospital of Wuhan University, Wuhan, Hubei, China.
Bin WangDepartment of Neurosurgery, First Affiliated Hospital of Anhui Medical University, Hefei, China.
Yuan ZhuDepartment of Neurosurgery, Wuhan Third Hospital, Tongren Hospital of Wuhan University, Wuhan, Hubei, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Gliomas show intertumoral and intratumoral heterogeneity, and isocitrate dehydrogenase (IDH) status is linked to biological behavior and clinical aggressiveness. Evidence suggests glioma progression depends on reciprocal crosstalk between glioma stem-like tumor cells (GSTCs) and the tumor microenvironment, where immune and vascular remodeling promote plasticity, invasion, and immune evasion. However, GSTC state architecture across IDH backgrounds and its links to vascular-immune cues remain unclear. We aimed to define IDH-associated GSTC states and their functional and regulatory features. Methods: Single-cell RNA-sequencing data from 33 glioma patients (GSE278456) were analyzed using Seurat integration, clustering, differential expression analysis, and inferCNV-assisted malignant cell identification. Reclustered GSTCs were assessed by Gene Ontology (GO)/Hallmark enrichment, Area Under the Curve-based Cell-wise Gene Set Enrichment Analysis (AUCell), CytoTRACE, Monocle, Slingshot, CellChat, and pySCENIC to characterize states, developmental trajectories, cell-cell communication, and regulatory networks. After CEBPD silencing in U251 and LN229 cells, quantitative real-time PCR (qRT-PCR), Cell Counting Kit-8 (CCK-8), colony formation, Transwell migration, and apoptosis assays were performed. Results: Six cell populations and five GSTC subgroups were identified. A VIM+ GSTC state (C0), enriched in IDH-wild-type tumors, highly expressed CHI3L1, VIM, LGALS3, VEGFA, and SEC61G. Compared with other states, C0 showed stronger angiogenesis, hypoxia, IL6/JAK/STAT3 signaling, and epithelial-mesenchymal transition-related activities, with enrichment of oxidative phosphorylation, focal adhesion, cell-substrate junction, and actin/cadherin-binding programs. Trajectory analyses placed C0 at an early-to-intermediate node linked to divergent later states, indicating plasticity distinct from a purely proliferative state. CellChat suggested prominent myeloid-to-C0 communication, with OSM as a candidate input and LIFR/IL6ST as the receptor basis. pySCENIC identified a C0-preferential regulon landscape centered on CEBPD, RUNX2, POU2F3, TEAD3, and TEAD4, plus an M2 regulon module associated with stress adaptation and intracellular homeostasis. CEBPD knockdown reduced proliferation, colony formation, and migration while increasing apoptosis. Conclusion: We identify an IDH-wild-type-enriched VIM+ glioma stem-like state with angiogenic, hypoxic, mesenchymal-like, and inflammatory features, and nominate myeloid-derived OSM signaling and CEBPD as candidate mediators of this vascular-immune-linked malignant phenotype. These findings provide a hypothesis-generating, state-based perspective on glioma progression across IDH backgrounds and highlight candidate biomarkers and mechanistic entry points for validation and therapeutic stratification.

Indexed as

Brain NeoplasmsGliomaNeoplastic Stem CellsCell Line, TumorGene Expression Regulation, NeoplasticHumansIsocitrate DehydrogenaseMyeloid CellsSignal TransductionSingle-Cell AnalysisTumor MicroenvironmentIsocitrate DehydrogenaseCEBPDgliomaglioma stem-like tumor cellsIDH-wild-typevascular–immune crosstalk

Identifiers

PMID42643588
PMCPMC13503575

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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 Socratic graph.