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Epigenome-wide association study of global cortical volumes in generation Scotland: Scottish family health study

A complex interplay of genetic and environmental risk factors influence global brain structural alterations associated with brain health and disease. Epigenome-wide association studies (EWAS) of global brain imaging phenotypes have the potential to reveal the mechanisms of brain health and disease a...

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Autores principales: Barbu, Miruna Carmen, Harris, Mat, Shen, Xueyi, Aleks, Stolicyn, Green, Claire, Amador, Carmen, Walker, Rosie, Morris, Stewart, Adams, Mark, Sandu, Anca, McNeil, Christopher, Waiter, Gordon, Evans, Kathryn, Campbell, Archie, Wardlaw, Joanna, Steele, Douglas, Murray, Alison, Porteous, David, McIntosh, Andrew, Whalley, Heather
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9542280/
https://www.ncbi.nlm.nih.gov/pubmed/34738878
http://dx.doi.org/10.1080/15592294.2021.1997404
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author Barbu, Miruna Carmen
Harris, Mat
Shen, Xueyi
Aleks, Stolicyn
Green, Claire
Amador, Carmen
Walker, Rosie
Morris, Stewart
Adams, Mark
Sandu, Anca
McNeil, Christopher
Waiter, Gordon
Evans, Kathryn
Campbell, Archie
Wardlaw, Joanna
Steele, Douglas
Murray, Alison
Porteous, David
McIntosh, Andrew
Whalley, Heather
author_facet Barbu, Miruna Carmen
Harris, Mat
Shen, Xueyi
Aleks, Stolicyn
Green, Claire
Amador, Carmen
Walker, Rosie
Morris, Stewart
Adams, Mark
Sandu, Anca
McNeil, Christopher
Waiter, Gordon
Evans, Kathryn
Campbell, Archie
Wardlaw, Joanna
Steele, Douglas
Murray, Alison
Porteous, David
McIntosh, Andrew
Whalley, Heather
author_sort Barbu, Miruna Carmen
collection PubMed
description A complex interplay of genetic and environmental risk factors influence global brain structural alterations associated with brain health and disease. Epigenome-wide association studies (EWAS) of global brain imaging phenotypes have the potential to reveal the mechanisms of brain health and disease and can lead to better predictive analytics through the development of risk scores. We perform an EWAS of global brain volumes in Generation Scotland using peripherally measured whole blood DNA methylation (DNAm) from two assessments, (i) at baseline recruitment, ~6 years prior to MRI assessment (N = 672) and (ii) concurrent with MRI assessment (N=565). Four CpGs at baseline were associated with global cerebral white matter, total grey matter, and whole-brain volume (Bonferroni p≤7.41×10(−8), β(range) = −1.46x10(−6) to 9.59 × 10(−7)). These CpGs were annotated to genes implicated in brain-related traits, including psychiatric disorders, development, and ageing. We did not find significant associations in the meta-analysis of the EWAS of the two sets concurrent with imaging at the corrected level. These findings reveal global brain structural changes associated with DNAm measured ~6 years previously, indicating a potential role of early DNAm modifications in brain structure. Although concurrent DNAm was not associated with global brain structure, the nominally significant findings identified here present a rationale for future investigation of associations between DNA methylation and structural brain phenotypes in larger population-based samples.
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spelling pubmed-95422802022-10-08 Epigenome-wide association study of global cortical volumes in generation Scotland: Scottish family health study Barbu, Miruna Carmen Harris, Mat Shen, Xueyi Aleks, Stolicyn Green, Claire Amador, Carmen Walker, Rosie Morris, Stewart Adams, Mark Sandu, Anca McNeil, Christopher Waiter, Gordon Evans, Kathryn Campbell, Archie Wardlaw, Joanna Steele, Douglas Murray, Alison Porteous, David McIntosh, Andrew Whalley, Heather Epigenetics Research Paper A complex interplay of genetic and environmental risk factors influence global brain structural alterations associated with brain health and disease. Epigenome-wide association studies (EWAS) of global brain imaging phenotypes have the potential to reveal the mechanisms of brain health and disease and can lead to better predictive analytics through the development of risk scores. We perform an EWAS of global brain volumes in Generation Scotland using peripherally measured whole blood DNA methylation (DNAm) from two assessments, (i) at baseline recruitment, ~6 years prior to MRI assessment (N = 672) and (ii) concurrent with MRI assessment (N=565). Four CpGs at baseline were associated with global cerebral white matter, total grey matter, and whole-brain volume (Bonferroni p≤7.41×10(−8), β(range) = −1.46x10(−6) to 9.59 × 10(−7)). These CpGs were annotated to genes implicated in brain-related traits, including psychiatric disorders, development, and ageing. We did not find significant associations in the meta-analysis of the EWAS of the two sets concurrent with imaging at the corrected level. These findings reveal global brain structural changes associated with DNAm measured ~6 years previously, indicating a potential role of early DNAm modifications in brain structure. Although concurrent DNAm was not associated with global brain structure, the nominally significant findings identified here present a rationale for future investigation of associations between DNA methylation and structural brain phenotypes in larger population-based samples. Taylor & Francis 2021-11-23 /pmc/articles/PMC9542280/ /pubmed/34738878 http://dx.doi.org/10.1080/15592294.2021.1997404 Text en © 2021 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Paper
Barbu, Miruna Carmen
Harris, Mat
Shen, Xueyi
Aleks, Stolicyn
Green, Claire
Amador, Carmen
Walker, Rosie
Morris, Stewart
Adams, Mark
Sandu, Anca
McNeil, Christopher
Waiter, Gordon
Evans, Kathryn
Campbell, Archie
Wardlaw, Joanna
Steele, Douglas
Murray, Alison
Porteous, David
McIntosh, Andrew
Whalley, Heather
Epigenome-wide association study of global cortical volumes in generation Scotland: Scottish family health study
title Epigenome-wide association study of global cortical volumes in generation Scotland: Scottish family health study
title_full Epigenome-wide association study of global cortical volumes in generation Scotland: Scottish family health study
title_fullStr Epigenome-wide association study of global cortical volumes in generation Scotland: Scottish family health study
title_full_unstemmed Epigenome-wide association study of global cortical volumes in generation Scotland: Scottish family health study
title_short Epigenome-wide association study of global cortical volumes in generation Scotland: Scottish family health study
title_sort epigenome-wide association study of global cortical volumes in generation scotland: scottish family health study
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9542280/
https://www.ncbi.nlm.nih.gov/pubmed/34738878
http://dx.doi.org/10.1080/15592294.2021.1997404
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