Aquaporin-4 and MicroRNA Expression in Meningiomas: A Tissue-Level Exploratory Analysis
Abstract
1. Introduction
2. Materials and Methods
2.1. Ethics Statement
2.2. Study Population
2.3. Immunohistochemistry
2.4. RNA Isolation and Quantitative Reverse Transcription PCR
2.5. Rationale for microRNA Selection
2.6. Statistical Analysis
3. Results
3.1. Patient Characteristics
3.2. Molecular Biomarker Expression
3.3. Immunohistochemical Findings
3.4. Comparison Between Patient and Control Groups
3.5. Correlation Analysis
3.6. ROC Analysis
4. Discussion
5. Conclusions
Author Contributions
Funding
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Ostrom, Q.T.; Cioffi, G.; Gittleman, H.; Patil, N.; Waite, K.; Kruchko, C.; Barnholtz-Sloan, J.S. CBTRUS statistical report: Primary brain and other central nervous system tumors diagnosed in the United States in 2012–2016. Neuro-Oncology 2019, 21, v1–v100. [Google Scholar] [CrossRef]
- Wiemels, J.; Wrensch, M.; Claus, E.B. Epidemiology and etiology of meningioma. J. Neuro-Oncol. 2010, 99, 307–314. [Google Scholar] [CrossRef] [PubMed]
- Sahm, F.; Schrimpf, D.; Stichel, D.; Jones, D.T.W.; Hielscher, T.; Schefzyk, S.; Okonechnikov, K.; Koelsche, C.; Reuss, D.E.; Capper, D.; et al. DNA methylation-based classification and grading system for meningioma: A multicentre, retrospective analysis. Lancet Oncol. 2017, 18, 682–694. [Google Scholar] [CrossRef]
- Driver, J.; Hoffman, S.E.; Tavakol, S.; Woodward, E.; Maury, E.A.; Bhave, V.; Greenwald, N.F.; Nassiri, F.; Aldape, K.; Zadeh, G.; et al. A molecularly integrated grade for meningioma. Neuro-Oncology 2022, 24, 796–808. [Google Scholar] [CrossRef]
- Osborn, A.G.; Louis, D.N.; Poussaint, T.Y.; Linscott, L.L.; Salzman, K.L. The 2021 World Health Organization classification of tumors of the central nervous system: What neuroradiologists need to know. Am. J. Neuroradiol. 2022, 43, 928–937. [Google Scholar] [CrossRef]
- Louis, D.N.; Perry, A.; Wesseling, P.; Brat, D.J.; Cree, I.A.; Figarella-Branger, D.; Hawkins, C.; Ng, H.K.; Pfister, S.M.; Reifenberger, G.; et al. The 2021 WHO classification of tumors of the central nervous system: A summary. Neuro-Oncology 2021, 23, 1231–1251. [Google Scholar] [CrossRef]
- Sievers, P.; Hentschel, B.; Schrimpf, D.; Stichel, D.; Reuss, D.E.; Wefers, A.K.; Reinhardt, A.; Koch, A.; Schüller, U.; Mawrin, C.; et al. Molecular alterations in meningioma: Prognostic markers and therapeutic targets. Cancers 2021, 13, 5987. [Google Scholar]
- Papadopoulos, M.C.; Verkman, A.S. Aquaporin water channels in the nervous system. Nat. Rev. Neurosci. 2013, 14, 265–277. [Google Scholar] [CrossRef] [PubMed]
- Peng, S.; Liu, J.; Liang, C.; Yang, L.; Wang, G. Aquaporin-4 in the glymphatic system and its implication for central nervous system disorders. Neurobiol. Dis. 2023, 180, 106125. [Google Scholar] [CrossRef]
- Verkman, A.S. Aquaporins. Curr. Biol. 2013, 23, R52–R55. [Google Scholar] [CrossRef]
- Nico, B.; Mangieri, D.; Tamma, R.; Longo, V.; Annese, T.; Crivellato, E.; Pollo, B.; Maderna, E.; Ribatti, D.; Salmaggi, A. Aquaporin-4 contributes to the resolution of peritumoural brain oedema in human glioblastoma multiforme after combined chemotherapy and radiotherapy. Eur. J. Cancer 2009, 45, 3315–3325. [Google Scholar] [CrossRef] [PubMed]
- Nemeth, K.; Bayraktar, R.; Calin, G.A. Non-coding RNAs in disease: From mechanisms to therapeutics. Nat. Rev. Genet. 2024, 25, 83–103. [Google Scholar] [CrossRef] [PubMed]
- Jurj, A.; Dragomir, M.P.; Li, Z.Y.; Calin, G.A. MicroRNAs in oncology: A translational perspective in the era of AI. Nat. Rev. Clin. Oncol. 2025, 23, 239–259. [Google Scholar] [CrossRef] [PubMed]
- Slack, F.J.; Chinnaiyan, A.M. The role of non-coding RNAs in oncology. Cell 2019, 179, 1033–1055. [Google Scholar] [CrossRef]
- Kliese, N.; Gobrecht, P.; Pachow, D.; Andrae, N.; Wilisch-Neumann, A.; Kirches, E.; Riek-Burchardt, M.; Angenstein, F.; Reifenberger, G.; Riemenschneider, M.J.; et al. miRNA-145 is downregulated in atypical and anaplastic meningiomas and negatively regulates motility and proliferation. Oncogene 2013, 32, 4712–4720. [Google Scholar] [CrossRef]
- Garofalo, M.; Quintavalle, C.; Romano, G.; Croce, C.M.; Condorelli, G. miR-221/222 in cancer: Their role in tumor progression and response to therapy. Curr. Mol. Med. 2012, 12, 27–33. [Google Scholar] [CrossRef]
- Wang, J.; Li, Y.; Ding, M.; Zhang, H.; Xu, X.; Tang, J. Molecular mechanisms and clinical applications of miR-22 in regulating malignant progression in human cancer. Int. J. Oncol. 2017, 50, 345–355. [Google Scholar] [CrossRef]
- Zhi, F.; Zhou, G.; Wang, S.; Shi, Y.; Peng, Y.; Shao, N.; Liang, C.; Wang, R.; Xue, L.; Deng, D.; et al. MicroRNA expression analysis for the prognosis of human meningioma. Front. Oncol. 2020, 10, 579599. [Google Scholar]
- Xiong, W.; Ran, J.; Jiang, R.; Guo, P.; Shi, X.; Li, H.; Lv, X.T.; Li, J.; Chen, D.L. miRNA-320a inhibits glioma cell invasion and migration by directly targeting aquaporin-4. Oncol. Rep. 2018, 39, 1939–1947. [Google Scholar] [CrossRef]
- Guo, T.; Feng, Y.; Liu, Q.; Yang, X.; Jiang, T.; Chen, Y.; Zhang, Q.G. MicroRNA-320a suppresses glioblastoma cell functions by targeting IGF-1R. Tumour Biol. 2014, 35, 11269–11275. [Google Scholar] [CrossRef]
- Livak, K.J.; Schmittgen, T.D. Analysis of relative gene expression data using real-time quantitative PCR and the 2−ΔΔCT method. Methods 2001, 25, 402–408. [Google Scholar] [CrossRef]




| Variable | Control (n = 13) | Low-Grade (n = 37) | High-Grade (n = 28) | p-Value |
|---|---|---|---|---|
| Age (years), median (range) | 58 (34–86) | 60 (36–84) | 60 (4–86) | 0.87 |
| Biomarker | Control Median (Range) | Low-Grade Median (Range) | High-Grade Median (Range) | p-Value |
|---|---|---|---|---|
| LINC00461 | 0.40 (0.01–187.60) | 2.41 (0.01–93.15) | 0.36 (0.00–79.43) | 0.41 |
| AQP4 | 1.29 (0.03–6.34) | 0.28 (0.01–7.80) | 0.25 (0.04–3.56) | 0.02 |
| miR-320a | 1.71 (0.03–7.66) | 1.63 (0.07–37.21) | 0.88 (0.05–14.90) | 0.25 |
| miR-216a | 1.84 (0.01–60.19) | 0.92 (0.01–99.15) | 0.39 (0.00–99.84) | 0.32 |
| Biomarker | Control Median (Range) | Meningioma Median (Range) | Z | p-Value |
|---|---|---|---|---|
| LINC00461 | 0.40 (0.01–187.60) | 1.35 (0.00–93.15) | 0.40 | 0.687 |
| AQP4 | 1.29 (0.03–6.34) | 0.27 (0.01–7.80) | 2.75 | 0.006 |
| miR-320a | 1.71 (0.03–7.66) | 1.27 (0.05–37.21) | 0.26 | 0.794 |
| miR-216a | 1.84 (0.01–60.19) | 0.79 (0.00–99.84) | 0.40 | 0.683 |
| LINC00461 | AQP4 | miR-320a | miR-216a | |
|---|---|---|---|---|
| LINC00461 | – | r = 0.203, p = 0.074 | r = −0.124, p = 0.278 | r = −0.048, p = 0.678 |
| AQP4 | r = 0.203, p = 0.074 | – | r = −0.105, p = 0.360 | r = 0.272, p = 0.016 |
| miR-320a | r = −0.124, p = 0.278 | r = −0.105, p = 0.360 | – | r = 0.366, p = 0.001 |
| miR-216a | r = −0.048, p = 0.678 | r = 0.272, p = 0.016 | r = 0.366, p = 0.001 | – |
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Keskin, H.O.; Ozkara, E.; Erzurumluoglu, E.; Ozbek, Z.; Yilmaz, E.; Canaz, F.; Arslantas, D.; Artan, S.; Arslantas, A. Aquaporin-4 and MicroRNA Expression in Meningiomas: A Tissue-Level Exploratory Analysis. Biomedicines 2026, 14, 1125. https://doi.org/10.3390/biomedicines14051125
Keskin HO, Ozkara E, Erzurumluoglu E, Ozbek Z, Yilmaz E, Canaz F, Arslantas D, Artan S, Arslantas A. Aquaporin-4 and MicroRNA Expression in Meningiomas: A Tissue-Level Exploratory Analysis. Biomedicines. 2026; 14(5):1125. https://doi.org/10.3390/biomedicines14051125
Chicago/Turabian StyleKeskin, Huseyin Omer, Emre Ozkara, Ebru Erzurumluoglu, Zuhtu Ozbek, Evrim Yilmaz, Funda Canaz, Didem Arslantas, Sevilhan Artan, and Ali Arslantas. 2026. "Aquaporin-4 and MicroRNA Expression in Meningiomas: A Tissue-Level Exploratory Analysis" Biomedicines 14, no. 5: 1125. https://doi.org/10.3390/biomedicines14051125
APA StyleKeskin, H. O., Ozkara, E., Erzurumluoglu, E., Ozbek, Z., Yilmaz, E., Canaz, F., Arslantas, D., Artan, S., & Arslantas, A. (2026). Aquaporin-4 and MicroRNA Expression in Meningiomas: A Tissue-Level Exploratory Analysis. Biomedicines, 14(5), 1125. https://doi.org/10.3390/biomedicines14051125

