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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...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taylor & Francis
2021
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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. |
format | Online Article Text |
id | pubmed-9542280 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Taylor & Francis |
record_format | MEDLINE/PubMed |
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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