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Circulating cell-free DNA methylation mirrors alterations in cerebral patterns in epilepsy
BACKGROUND: DNA methylation profiling of circulating cell-free DNA (cfDNA) has rapidly become a promising strategy for biomarker identification and development. The cell-type-specific nature of DNA methylation patterns and the direct relationship between cfDNA and apoptosis can potentially be used n...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9795776/ https://www.ncbi.nlm.nih.gov/pubmed/36575526 http://dx.doi.org/10.1186/s13148-022-01416-2 |
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author | Martins-Ferreira, Ricardo Leal, Bárbara Chaves, João Ciudad, Laura Samões, Raquel Martins da Silva, António Pinho Costa, Paulo Ballestar, Esteban |
author_facet | Martins-Ferreira, Ricardo Leal, Bárbara Chaves, João Ciudad, Laura Samões, Raquel Martins da Silva, António Pinho Costa, Paulo Ballestar, Esteban |
author_sort | Martins-Ferreira, Ricardo |
collection | PubMed |
description | BACKGROUND: DNA methylation profiling of circulating cell-free DNA (cfDNA) has rapidly become a promising strategy for biomarker identification and development. The cell-type-specific nature of DNA methylation patterns and the direct relationship between cfDNA and apoptosis can potentially be used non-invasively to predict local alterations. In addition, direct detection of altered DNA methylation patterns performs well as a biomarker. In a previous study, we demonstrated marked DNA methylation alterations in brain tissue from patients with mesial temporal lobe epilepsy with hippocampal sclerosis (MTLE–HS). RESULTS: We performed DNA methylation profiling in cfDNA isolated from the serum of MTLE patients and healthy controls using BeadChip arrays followed by systematic bioinformatic analysis including deconvolution analysis and integration with DNase accessibility data sets. Differential cfDNA methylation analysis showed an overrepresentation of gene ontology terms and transcription factors related to central nervous system function and regulation. Deconvolution analysis of the DNA methylation data sets ruled out the possibility that the observed differences were due to changes in the proportional contribution of cortical neurons in cfDNA. Moreover, we found no overrepresentation of neuron- or glia-specific patterns in the described cfDNA methylation patterns. However, the MTLE–HS cfDNA methylation patterns featured a significant overrepresentation of the epileptic DNA methylation alterations previously observed in the hippocampus. CONCLUSIONS: Our results support the use of cfDNA methylation profiling as a rational approach to seeking non-invasive and reproducible epilepsy biomarkers. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-022-01416-2. |
format | Online Article Text |
id | pubmed-9795776 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-97957762022-12-29 Circulating cell-free DNA methylation mirrors alterations in cerebral patterns in epilepsy Martins-Ferreira, Ricardo Leal, Bárbara Chaves, João Ciudad, Laura Samões, Raquel Martins da Silva, António Pinho Costa, Paulo Ballestar, Esteban Clin Epigenetics Research BACKGROUND: DNA methylation profiling of circulating cell-free DNA (cfDNA) has rapidly become a promising strategy for biomarker identification and development. The cell-type-specific nature of DNA methylation patterns and the direct relationship between cfDNA and apoptosis can potentially be used non-invasively to predict local alterations. In addition, direct detection of altered DNA methylation patterns performs well as a biomarker. In a previous study, we demonstrated marked DNA methylation alterations in brain tissue from patients with mesial temporal lobe epilepsy with hippocampal sclerosis (MTLE–HS). RESULTS: We performed DNA methylation profiling in cfDNA isolated from the serum of MTLE patients and healthy controls using BeadChip arrays followed by systematic bioinformatic analysis including deconvolution analysis and integration with DNase accessibility data sets. Differential cfDNA methylation analysis showed an overrepresentation of gene ontology terms and transcription factors related to central nervous system function and regulation. Deconvolution analysis of the DNA methylation data sets ruled out the possibility that the observed differences were due to changes in the proportional contribution of cortical neurons in cfDNA. Moreover, we found no overrepresentation of neuron- or glia-specific patterns in the described cfDNA methylation patterns. However, the MTLE–HS cfDNA methylation patterns featured a significant overrepresentation of the epileptic DNA methylation alterations previously observed in the hippocampus. CONCLUSIONS: Our results support the use of cfDNA methylation profiling as a rational approach to seeking non-invasive and reproducible epilepsy biomarkers. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-022-01416-2. BioMed Central 2022-12-28 /pmc/articles/PMC9795776/ /pubmed/36575526 http://dx.doi.org/10.1186/s13148-022-01416-2 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Martins-Ferreira, Ricardo Leal, Bárbara Chaves, João Ciudad, Laura Samões, Raquel Martins da Silva, António Pinho Costa, Paulo Ballestar, Esteban Circulating cell-free DNA methylation mirrors alterations in cerebral patterns in epilepsy |
title | Circulating cell-free DNA methylation mirrors alterations in cerebral patterns in epilepsy |
title_full | Circulating cell-free DNA methylation mirrors alterations in cerebral patterns in epilepsy |
title_fullStr | Circulating cell-free DNA methylation mirrors alterations in cerebral patterns in epilepsy |
title_full_unstemmed | Circulating cell-free DNA methylation mirrors alterations in cerebral patterns in epilepsy |
title_short | Circulating cell-free DNA methylation mirrors alterations in cerebral patterns in epilepsy |
title_sort | circulating cell-free dna methylation mirrors alterations in cerebral patterns in epilepsy |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9795776/ https://www.ncbi.nlm.nih.gov/pubmed/36575526 http://dx.doi.org/10.1186/s13148-022-01416-2 |
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