Evidence map›Paper›PMID 42608612›Full record

ArticleJournal of neuro-oncology2026

Differential expression of TGF-β1, TGF-β2, and TGF-β3 across WHO grades in meningioma: convergent evidence from mRNA, methylation, miRNA, and protein analysis.

Mateusz Miller, Damian Strojny, Dawid Sobański, Rafał Staszkiewicz, Paweł Gogol, Wiktoria Kucybała, Beniamin Oskar Grabarek

Abstract read
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Article in Journal of neuro-oncology, 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

7 authors.

Mateusz MillerCollegium Medicum, WSB University, Dabrowa Gornicza, 41-300, Poland. drmateuszmiller@gmail.com.
Damian StrojnyCollegium Medicum, WSB University, Dabrowa Gornicza, 41-300, Poland.
Dawid SobańskiDepartment of Neurosurgery, Szpital sw. Rafala in Cracow, Cracow, 30-693, Poland.
Rafał StaszkiewiczDepartment of Neurosurgery, 5th Military Clinical Hospital with the SP ZOZ Polyclinic in Krakow, Krakow, 30-901, Poland.
Paweł GogolDepartment of Neurosurgery, Faculty of Medicine in Zabrze, Academy of Silesia, Katowice, 40-555, Poland.
Wiktoria KucybałaCollegium Medicum, Andrzej Frycz Modrzewski Krakow University, Kraków, 30-705, Poland.
Beniamin Oskar GrabarekCollegium Medicum, WSB University, Dabrowa Gornicza, 41-300, Poland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeMeningiomas show biological heterogeneity not captured by WHO grading alone. TGF-β signaling has been implicated in meningioma pathobiology, yet a systematic, grade-stratified, isoform-resolved characterization of TGF-β1, TGF-β2, and TGF-β3 across transcriptional, epigenetic, post-transcriptional, and protein levels had not been performed.

methodsWe prospectively enrolled 154 patients undergoing resection of WHO CNS5 grade 1 meningothelial (n = 124) or grade 2 atypical (n = 30) meningioma across two neurosurgical centers. TGF-β1-3 mRNA and six bioinformatically prioritized targeting microRNAs were quantified by RT-qPCR; promoter methylation was assessed by methylation-specific PCR; protein abundance was measured by ELISA, Western blotting, and immunohistochemistry.

resultsTGF-β2 and TGF-β3 mRNA were markedly upregulated in grade 2 (fold-change 5.68 and 5.23, respectively), corroborated by higher ELISA and IHC signal, though not by Western blot. TGF-β1 mRNA expression was markedly reduced in grade 2 (fold-change 0.039) with reduced protein, despite a predominantly unmethylated promoter (76.7% unmethylated). Nearly all grade 1 specimens showed hypermethylated TGF-β1-3 promoters (95-97%), whereas most grade 2 specimens showed an unmethylated promoter (73-77%). All six candidate microRNAs, notably miR-200a-3p/miR-141-3p, were coordinately downregulated in grade 2.

conclusionThese findings show a grade-dependent, isoform-specific pattern of TGF-β dysregulation in meningioma: transcriptional, epigenetic, and post-transcriptional signals converge at the TGF-β2/TGF-β3 axis, alongside a paradoxical reduction in TGF-β1 mRNA that methylation status alone does not explain. This profile nominates TGF-β2/TGF-β3 and the miR-200 family as candidate biomarkers in atypical meningioma, while identifying TGF-β1 regulation as a distinct question for functional follow-up.

Indexed as

DNA MethylationMeningeal NeoplasmsMeningiomaTransforming Growth Factor beta1Transforming Growth Factor beta2Transforming Growth Factor beta3AdultAgedBiomarkers, TumorFemaleGene Expression Regulation, NeoplasticHumansMaleMicroRNAsMiddle AgedNeoplasm GradingBiomarkers, TumorMicroRNAsRNA, MessengerTGFB1 protein, humanTGFB3 protein, humanTransforming Growth Factor beta1Transforming Growth Factor beta2Transforming Growth Factor beta3DNA methylationMeningiomaMessenger RNAmicroRNAMolecular markerTransforming growth factor beta

Identifiers

PMID42608612
PMCPMC13481414

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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.