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.
Authors
- Artur Oziȩbło
- Paulina Kober (ORCID: https://orcid.org/0000-0002-7735-8137)
- Szymon Baluszek
- Izabella Myśliwy (ORCID: https://orcid.org/0000-0002-7789-3869)
- Mateusz Bujko (ORCID: https://orcid.org/0000-0001-5826-8446)
- Tomasz Mandat (ORCID: https://orcid.org/0000-0003-3480-0412)
- Mateusz Jezewski
Institutions
- The Maria Sklodowska-Curie National Research Institute of Oncology (PL)
Publication Details
- 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
Funders
- Narodowym Centrum Nauki