Determining the Biological Features of Aggressive Meningioma Growth with Transcriptomic Profiling

<b>Background</b>: Meningiomas are common intracranial tumors in adults. Most are benign WHO grade I (GI) tumors, while approximately 20% are diagnosed as more aggressive WHO grade II (GII) and grade III (GIII) meningiomas. The study aimed to identify genes with tumor grade-related expression and to assess their functional relevance. <b>Methods</b>: RNA sequencing (RNA-seq) was performed to analyze transcriptomes of benign meningothelial (<i>n</i> = 19) and fibrous (<i>n</i> = 11), atypical (<i>n</i> = 18) and anaplastic (<i>n</i> = 12) meningiomas. The data were analyzed for differential genes expression and Gene Set Enrichment Analysis (GSEA). A deposited scRNA-seq dataset was used to define meningioma cellular composition and cell type-specific gene expression enabling deconvolution of RNA-seq data. <b>Results</b>: Unsupervised analysis revealed three tumor clusters corresponding to the histological subtypes of meningothelial (GI), fibrous (GI) and atypical/anaplastic (GII/GIII) meningiomas. Differential analysis identified 5518 protein-coding genes with grade-related changes in expression. GSEA showed that high-grade meningiomas were enriched for processes of cell proliferation, ribosome biogenesis, and metabolism, whereas benign tumors were enriched for cell morphogenesis, transmembrane ion transport, and immune regulation. <i>PGK1</i> was the most significantly grade-related gene and increased expression of phosphoglycerate kinase 1 in GII and GIII tumors was confirmed by immunohistochemistry. Deconvolution of RNA-seq data revealed grade-related changes in the tumor microenvironment, notably a progressive decrease in border-associated macrophages from WHO GI to GIII tumors. <b>Conclusions</b>: In our study, we characterized key genes and processes dysregulated in high-grade meningiomas, including less understood mechanisms such as metabolic reprogramming, disrupted ion transport, altered immune regulation, and differences in the tumor microenvironment between benign and aggressive tumors.

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Journal
Cancers
Published
2025-10-15
DOI
https://doi.org/10.3390/cancers17203324
Primary Topic
Meningioma and schwannoma management
Type
article
Field-Weighted Citation Impact
0.00

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article

Determining the Biological Features of Aggressive Meningioma Growth with Transcriptomic Profiling

Artur Oziȩbło, Paulina Kober, Szymon Baluszek, Izabella Myśliwy et al.
Cancers
Meningioma and schwannoma management
article

Determining the Biological Features of Aggressive Meningioma Growth with Transcriptomic Profiling

Artur Oziȩbło, Paulina Kober, Szymon Baluszek, Izabella Myśliwy, Mateusz Bujko, Tomasz Mandat, Mateusz Jezewski
article en

Abstract

<b>Background</b>: Meningiomas are common intracranial tumors in adults. Most are benign WHO grade I (GI) tumors, while approximately 20% are diagnosed as more aggressive WHO grade II (GII) and grade III (GIII) meningiomas. The study aimed to identify genes with tumor grade-related expression and to assess their functional relevance. <b>Methods</b>: RNA sequencing (RNA-seq) was performed to analyze transcriptomes of benign meningothelial (<i>n</i> = 19) and fibrous (<i>n</i> = 11), atypical (<i>n</i> = 18) and anaplastic (<i>n</i> = 12) meningiomas. The data were analyzed for differential genes expression and Gene Set Enrichment Analysis (GSEA). A deposited scRNA-seq dataset was used to define meningioma cellular composition and cell type-specific gene expression enabling deconvolution of RNA-seq data. <b>Results</b>: Unsupervised analysis revealed three tumor clusters corresponding to the histological subtypes of meningothelial (GI), fibrous (GI) and atypical/anaplastic (GII/GIII) meningiomas. Differential analysis identified 5518 protein-coding genes with grade-related changes in expression. GSEA showed that high-grade meningiomas were enriched for processes of cell proliferation, ribosome biogenesis, and metabolism, whereas benign tumors were enriched for cell morphogenesis, transmembrane ion transport, and immune regulation. <i>PGK1</i> was the most significantly grade-related gene and increased expression of phosphoglycerate kinase 1 in GII and GIII tumors was confirmed by immunohistochemistry. Deconvolution of RNA-seq data revealed grade-related changes in the tumor microenvironment, notably a progressive decrease in border-associated macrophages from WHO GI to GIII tumors. <b>Conclusions</b>: In our study, we characterized key genes and processes dysregulated in high-grade meningiomas, including less understood mechanisms such as metabolic reprogramming, disrupted ion transport, altered immune regulation, and differences in the tumor microenvironment between benign and aggressive tumors.

CancersVol. 17(20)
The Maria Sklodowska-Curie National Research Institute of Oncology (PL)
Narodowym Centrum Nauki
Openalex Percentile: Top 61%
Meningioma and schwannoma management
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