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A Meta-Analysis of Brain DNA Methylation Across Sex, Age, and Alzheimer's Disease Points for Accelerated Epigenetic Aging in Neurodegeneration
Alzheimer's disease (AD) is characterized by specific alterations of brain DNA methylation (DNAm) patterns. Age and sex, two major risk factors for AD, are also known to largely affect the epigenetic profiles in brain, but their contribution to AD-associated DNAm changes has been poorly investi...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8006465/ https://www.ncbi.nlm.nih.gov/pubmed/33790779 http://dx.doi.org/10.3389/fnagi.2021.639428 |
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author | Pellegrini, Camilla Pirazzini, Chiara Sala, Claudia Sambati, Luisa Yusipov, Igor Kalyakulina, Alena Ravaioli, Francesco Kwiatkowska, Katarzyna M. Durso, Danielle F. Ivanchenko, Mikhail Monti, Daniela Lodi, Raffaele Franceschi, Claudio Cortelli, Pietro Garagnani, Paolo Bacalini, Maria Giulia |
author_facet | Pellegrini, Camilla Pirazzini, Chiara Sala, Claudia Sambati, Luisa Yusipov, Igor Kalyakulina, Alena Ravaioli, Francesco Kwiatkowska, Katarzyna M. Durso, Danielle F. Ivanchenko, Mikhail Monti, Daniela Lodi, Raffaele Franceschi, Claudio Cortelli, Pietro Garagnani, Paolo Bacalini, Maria Giulia |
author_sort | Pellegrini, Camilla |
collection | PubMed |
description | Alzheimer's disease (AD) is characterized by specific alterations of brain DNA methylation (DNAm) patterns. Age and sex, two major risk factors for AD, are also known to largely affect the epigenetic profiles in brain, but their contribution to AD-associated DNAm changes has been poorly investigated. In this study we considered publicly available DNAm datasets of four brain regions (temporal, frontal, entorhinal cortex, and cerebellum) from healthy adult subjects and AD patients, and performed a meta-analysis to identify sex-, age-, and AD-associated epigenetic profiles. In one of these datasets it was also possible to distinguish 5-methylcytosine (5mC) and 5-hydroxymethylcytosine (5hmC) profiles. We showed that DNAm differences between males and females tend to be shared between the four brain regions, while aging differently affects cortical regions compared to cerebellum. We found that the proportion of sex-dependent probes whose methylation is modified also during aging is higher than expected, but that differences between males and females tend to be maintained, with only a few probes showing age-by-sex interaction. We did not find significant overlaps between AD- and sex-associated probes, nor disease-by-sex interaction effects. On the contrary, we found that AD-related epigenetic modifications are significantly enriched in probes whose DNAm varies with age and that there is a high concordance between the direction of changes (hyper or hypo-methylation) in aging and AD, supporting accelerated epigenetic aging in the disease. In summary, our results suggest that age-associated DNAm patterns concur to the epigenetic deregulation observed in AD, providing new insights on how advanced age enables neurodegeneration. |
format | Online Article Text |
id | pubmed-8006465 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-80064652021-03-30 A Meta-Analysis of Brain DNA Methylation Across Sex, Age, and Alzheimer's Disease Points for Accelerated Epigenetic Aging in Neurodegeneration Pellegrini, Camilla Pirazzini, Chiara Sala, Claudia Sambati, Luisa Yusipov, Igor Kalyakulina, Alena Ravaioli, Francesco Kwiatkowska, Katarzyna M. Durso, Danielle F. Ivanchenko, Mikhail Monti, Daniela Lodi, Raffaele Franceschi, Claudio Cortelli, Pietro Garagnani, Paolo Bacalini, Maria Giulia Front Aging Neurosci Neuroscience Alzheimer's disease (AD) is characterized by specific alterations of brain DNA methylation (DNAm) patterns. Age and sex, two major risk factors for AD, are also known to largely affect the epigenetic profiles in brain, but their contribution to AD-associated DNAm changes has been poorly investigated. In this study we considered publicly available DNAm datasets of four brain regions (temporal, frontal, entorhinal cortex, and cerebellum) from healthy adult subjects and AD patients, and performed a meta-analysis to identify sex-, age-, and AD-associated epigenetic profiles. In one of these datasets it was also possible to distinguish 5-methylcytosine (5mC) and 5-hydroxymethylcytosine (5hmC) profiles. We showed that DNAm differences between males and females tend to be shared between the four brain regions, while aging differently affects cortical regions compared to cerebellum. We found that the proportion of sex-dependent probes whose methylation is modified also during aging is higher than expected, but that differences between males and females tend to be maintained, with only a few probes showing age-by-sex interaction. We did not find significant overlaps between AD- and sex-associated probes, nor disease-by-sex interaction effects. On the contrary, we found that AD-related epigenetic modifications are significantly enriched in probes whose DNAm varies with age and that there is a high concordance between the direction of changes (hyper or hypo-methylation) in aging and AD, supporting accelerated epigenetic aging in the disease. In summary, our results suggest that age-associated DNAm patterns concur to the epigenetic deregulation observed in AD, providing new insights on how advanced age enables neurodegeneration. Frontiers Media S.A. 2021-03-11 /pmc/articles/PMC8006465/ /pubmed/33790779 http://dx.doi.org/10.3389/fnagi.2021.639428 Text en Copyright © 2021 Pellegrini, Pirazzini, Sala, Sambati, Yusipov, Kalyakulina, Ravaioli, Kwiatkowska, Durso, Ivanchenko, Monti, Lodi, Franceschi, Cortelli, Garagnani and Bacalini. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Pellegrini, Camilla Pirazzini, Chiara Sala, Claudia Sambati, Luisa Yusipov, Igor Kalyakulina, Alena Ravaioli, Francesco Kwiatkowska, Katarzyna M. Durso, Danielle F. Ivanchenko, Mikhail Monti, Daniela Lodi, Raffaele Franceschi, Claudio Cortelli, Pietro Garagnani, Paolo Bacalini, Maria Giulia A Meta-Analysis of Brain DNA Methylation Across Sex, Age, and Alzheimer's Disease Points for Accelerated Epigenetic Aging in Neurodegeneration |
title | A Meta-Analysis of Brain DNA Methylation Across Sex, Age, and Alzheimer's Disease Points for Accelerated Epigenetic Aging in Neurodegeneration |
title_full | A Meta-Analysis of Brain DNA Methylation Across Sex, Age, and Alzheimer's Disease Points for Accelerated Epigenetic Aging in Neurodegeneration |
title_fullStr | A Meta-Analysis of Brain DNA Methylation Across Sex, Age, and Alzheimer's Disease Points for Accelerated Epigenetic Aging in Neurodegeneration |
title_full_unstemmed | A Meta-Analysis of Brain DNA Methylation Across Sex, Age, and Alzheimer's Disease Points for Accelerated Epigenetic Aging in Neurodegeneration |
title_short | A Meta-Analysis of Brain DNA Methylation Across Sex, Age, and Alzheimer's Disease Points for Accelerated Epigenetic Aging in Neurodegeneration |
title_sort | meta-analysis of brain dna methylation across sex, age, and alzheimer's disease points for accelerated epigenetic aging in neurodegeneration |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8006465/ https://www.ncbi.nlm.nih.gov/pubmed/33790779 http://dx.doi.org/10.3389/fnagi.2021.639428 |
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