Circulating cell-free DNA methylation mirrors alterations in cerebral patterns in epilepsy

Detalhes bibliográficos
Autor(a) principal: Martins-Ferreira, Ricardo
Data de Publicação: 2022
Outros Autores: Leal, Bárbara, Chaves, João, Ciudad, Laura, Samões, Raquel, Martins da Silva, António, Pinho Costa, Paulo, Ballestar, Esteban
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.18/8548
Resumo: 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.
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spelling Circulating cell-free DNA methylation mirrors alterations in cerebral patterns in epilepsyCell-free DNABiomarkerDNA MethylationEpilepsyDoenças GenéticasBackground: 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.This study has been supported by R+D+i project PID2020-117212RB-I00 funded by MCIN/AEI/10.13039/501100011033. This work has also been par‑ tially supported by a BICE Tecnifar Grant. RM-F is funded by an FCT (Fundação para a Ciência e Tecnologia) fellowship (SFRH/BD/137900/2018). UMIB is funded by FCT Portugal (UIDB/00215/2020 and UIDP/00215/2020) and ITR (LA/P/006/2020).BMCRepositório Científico do Instituto Nacional de SaúdeMartins-Ferreira, RicardoLeal, BárbaraChaves, JoãoCiudad, LauraSamões, RaquelMartins da Silva, AntónioPinho Costa, PauloBallestar, Esteban2023-03-08T14:34:53Z2022-12-282022-12-28T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.18/8548engClin Epigenetics. 2022 Dec 28;14(1):188. doi: 10.1186/s13148-022-01416-2.1868-708310.1186/s13148-022-01416-2info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-20T15:42:38Zoai:repositorio.insa.pt:10400.18/8548Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T18:43:11.296327Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv 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
spellingShingle Circulating cell-free DNA methylation mirrors alterations in cerebral patterns in epilepsy
Martins-Ferreira, Ricardo
Cell-free DNA
Biomarker
DNA Methylation
Epilepsy
Doenças Genéticas
title_short 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_sort Circulating cell-free DNA methylation mirrors alterations in cerebral patterns in epilepsy
author Martins-Ferreira, Ricardo
author_facet Martins-Ferreira, Ricardo
Leal, Bárbara
Chaves, João
Ciudad, Laura
Samões, Raquel
Martins da Silva, António
Pinho Costa, Paulo
Ballestar, Esteban
author_role author
author2 Leal, Bárbara
Chaves, João
Ciudad, Laura
Samões, Raquel
Martins da Silva, António
Pinho Costa, Paulo
Ballestar, Esteban
author2_role author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Repositório Científico do Instituto Nacional de Saúde
dc.contributor.author.fl_str_mv Martins-Ferreira, Ricardo
Leal, Bárbara
Chaves, João
Ciudad, Laura
Samões, Raquel
Martins da Silva, António
Pinho Costa, Paulo
Ballestar, Esteban
dc.subject.por.fl_str_mv Cell-free DNA
Biomarker
DNA Methylation
Epilepsy
Doenças Genéticas
topic Cell-free DNA
Biomarker
DNA Methylation
Epilepsy
Doenças Genéticas
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.
publishDate 2022
dc.date.none.fl_str_mv 2022-12-28
2022-12-28T00:00:00Z
2023-03-08T14:34:53Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.18/8548
url http://hdl.handle.net/10400.18/8548
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Clin Epigenetics. 2022 Dec 28;14(1):188. doi: 10.1186/s13148-022-01416-2.
1868-7083
10.1186/s13148-022-01416-2
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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dc.publisher.none.fl_str_mv BMC
publisher.none.fl_str_mv BMC
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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