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A systematic review of neuroimaging epigenetic research: calling for an increased focus on development
Epigenetic mechanisms, such as DNA methylation (DNAm), have gained increasing attention as potential biomarkers and mechanisms underlying risk for neurodevelopmental, psychiatric and other brain-based disorders. Yet, surprisingly little is known about the extent to which DNAm is linked to individual...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10615743/ https://www.ncbi.nlm.nih.gov/pubmed/37185958 http://dx.doi.org/10.1038/s41380-023-02067-2 |
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author | Walton, Esther Baltramonaityte, Vilte Calhoun, Vince Heijmans, Bastiaan T. Thompson, Paul M. Cecil, Charlotte A. M. |
author_facet | Walton, Esther Baltramonaityte, Vilte Calhoun, Vince Heijmans, Bastiaan T. Thompson, Paul M. Cecil, Charlotte A. M. |
author_sort | Walton, Esther |
collection | PubMed |
description | Epigenetic mechanisms, such as DNA methylation (DNAm), have gained increasing attention as potential biomarkers and mechanisms underlying risk for neurodevelopmental, psychiatric and other brain-based disorders. Yet, surprisingly little is known about the extent to which DNAm is linked to individual differences in the brain itself, and how these associations may unfold across development – a time of life when many of these disorders emerge. Here, we systematically review evidence from the nascent field of Neuroimaging Epigenetics, combining structural or functional neuroimaging measures with DNAm, and the extent to which the developmental period (birth to adolescence) is represented in these studies. We identified 111 articles published between 2011–2021, out of which only a minority (21%) included samples under 18 years of age. Most studies were cross-sectional (85%), employed a candidate-gene approach (67%), and examined DNAm-brain associations in the context of health and behavioral outcomes (75%). Nearly half incorporated genetic data, and a fourth investigated environmental influences. Overall, studies support a link between peripheral DNAm and brain imaging measures, but there is little consistency in specific findings and it remains unclear whether DNAm markers present a cause, correlate or consequence of brain alterations. Overall, there is large heterogeneity in sample characteristics, peripheral tissue and brain outcome examined as well as the methods used. Sample sizes were generally low to moderate (median n(all) = 98, n(developmental) = 80), and attempts at replication or meta-analysis were rare. Based on the strengths and weaknesses of existing studies, we propose three recommendations on how advance the field of Neuroimaging Epigenetics. We advocate for: (1) a greater focus on developmentally oriented research (i.e. pre-birth to adolescence); (2) the analysis of large, prospective, pediatric cohorts with repeated measures of DNAm and imaging to assess directionality; and (3) collaborative, interdisciplinary science to identify robust signals, triangulate findings and enhance translational potential. |
format | Online Article Text |
id | pubmed-10615743 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-106157432023-11-01 A systematic review of neuroimaging epigenetic research: calling for an increased focus on development Walton, Esther Baltramonaityte, Vilte Calhoun, Vince Heijmans, Bastiaan T. Thompson, Paul M. Cecil, Charlotte A. M. Mol Psychiatry Systematic Review Epigenetic mechanisms, such as DNA methylation (DNAm), have gained increasing attention as potential biomarkers and mechanisms underlying risk for neurodevelopmental, psychiatric and other brain-based disorders. Yet, surprisingly little is known about the extent to which DNAm is linked to individual differences in the brain itself, and how these associations may unfold across development – a time of life when many of these disorders emerge. Here, we systematically review evidence from the nascent field of Neuroimaging Epigenetics, combining structural or functional neuroimaging measures with DNAm, and the extent to which the developmental period (birth to adolescence) is represented in these studies. We identified 111 articles published between 2011–2021, out of which only a minority (21%) included samples under 18 years of age. Most studies were cross-sectional (85%), employed a candidate-gene approach (67%), and examined DNAm-brain associations in the context of health and behavioral outcomes (75%). Nearly half incorporated genetic data, and a fourth investigated environmental influences. Overall, studies support a link between peripheral DNAm and brain imaging measures, but there is little consistency in specific findings and it remains unclear whether DNAm markers present a cause, correlate or consequence of brain alterations. Overall, there is large heterogeneity in sample characteristics, peripheral tissue and brain outcome examined as well as the methods used. Sample sizes were generally low to moderate (median n(all) = 98, n(developmental) = 80), and attempts at replication or meta-analysis were rare. Based on the strengths and weaknesses of existing studies, we propose three recommendations on how advance the field of Neuroimaging Epigenetics. We advocate for: (1) a greater focus on developmentally oriented research (i.e. pre-birth to adolescence); (2) the analysis of large, prospective, pediatric cohorts with repeated measures of DNAm and imaging to assess directionality; and (3) collaborative, interdisciplinary science to identify robust signals, triangulate findings and enhance translational potential. Nature Publishing Group UK 2023-04-25 2023 /pmc/articles/PMC10615743/ /pubmed/37185958 http://dx.doi.org/10.1038/s41380-023-02067-2 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Systematic Review Walton, Esther Baltramonaityte, Vilte Calhoun, Vince Heijmans, Bastiaan T. Thompson, Paul M. Cecil, Charlotte A. M. A systematic review of neuroimaging epigenetic research: calling for an increased focus on development |
title | A systematic review of neuroimaging epigenetic research: calling for an increased focus on development |
title_full | A systematic review of neuroimaging epigenetic research: calling for an increased focus on development |
title_fullStr | A systematic review of neuroimaging epigenetic research: calling for an increased focus on development |
title_full_unstemmed | A systematic review of neuroimaging epigenetic research: calling for an increased focus on development |
title_short | A systematic review of neuroimaging epigenetic research: calling for an increased focus on development |
title_sort | systematic review of neuroimaging epigenetic research: calling for an increased focus on development |
topic | Systematic Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10615743/ https://www.ncbi.nlm.nih.gov/pubmed/37185958 http://dx.doi.org/10.1038/s41380-023-02067-2 |
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