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Correlation between DNA Methylation and Cell Proliferation Identifies New Candidate Predictive Markers in Meningioma
- Source :
- Cancers, Cancers, 2022, 14 (24), pp.6227. ⟨10.3390/cancers14246227⟩, Cancers; Volume 14; Issue 24; Pages: 6227
- Publication Year :
- 2022
- Publisher :
- MDPI AG, 2022.
-
Abstract
- International audience; Meningiomas are the most common primary tumors of the central nervous system. Based on the 2021 WHO classification, they are classified into three grades reflecting recurrence risk and aggressiveness. However, the WHO’s histopathological criteria defining these grades are somewhat subjective. Together with reliable immunohistochemical proliferation indices, other molecular markers such as those studied with genome-wide epigenetics promise to revamp the current prognostic classification. In this study, 48 meningiomas of various grades were randomly included and explored for DNA methylation with the Infinium MethylationEPIC microarray over 850k CpG sites. We conducted differential and correlative analyses on grade and several proliferation indices and markers, such as mitotic index and Ki-67 or MCM6 immunohistochemistry. We also set up Cox proportional hazard models for extensive associations between CpG methylation and survival. We identified loci highly correlated with cell growth and a targeted methylation signature of regulatory regions persistently associated with proliferation, grade, and survival. Candidate genes under the control of these regions include SMC4, ESRRG, PAX6, DOK7, VAV2, OTX1, and PCDHA-PCDHB-PCDHG, i.e., the protocadherin gene clusters. This study highlights the crucial role played by epigenetic mechanisms in shaping dysregulated cellular proliferation and provides potential biomarkers bearing prognostic and therapeutic value for the clinical management of meningioma.
- Subjects :
- [SDV.GEN]Life Sciences [q-bio]/Genetics
Cancer Research
epigenetics
proliferation
biomarkers
biostatistics
[SDV.CAN]Life Sciences [q-bio]/Cancer
bioinformatics
Oncology
genome-wide DNA methylation
meningioma
methylome
proliferation signature
survival
Ki-67
MCM6
epigenomics
[SDV.MHEP.AHA]Life Sciences [q-bio]/Human health and pathology/Tissues and Organs [q-bio.TO]
progression
[INFO.INFO-BI]Computer Science [cs]/Bioinformatics [q-bio.QM]
Meningioma
WHO grade
Subjects
Details
- ISSN :
- 20726694
- Volume :
- 14
- Database :
- OpenAIRE
- Journal :
- Cancers
- Accession number :
- edsair.doi.dedup.....e6d85748d80426690b0e1b449a81be62
- Full Text :
- https://doi.org/10.3390/cancers14246227