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An investigation into DNA methylation patterns associated with risk preference in older individuals
Risk preference is a complex trait governed by psycho-social, environmental and genetic determinants. We aimed to examine how an individual’s risk preference associates with their epigenetic profile. Risk preferences were ascertained by asking participants of the Northern Ireland COhort for the Long...
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/PMC9542846/ https://www.ncbi.nlm.nih.gov/pubmed/34696705 http://dx.doi.org/10.1080/15592294.2021.1992910 |
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author | Smyth, Laura J. Cruise, Sharon M. Tang, Jianjun Young, Ian McGuinness, Bernadette Kee, Frank McKnight, Amy Jayne |
author_facet | Smyth, Laura J. Cruise, Sharon M. Tang, Jianjun Young, Ian McGuinness, Bernadette Kee, Frank McKnight, Amy Jayne |
author_sort | Smyth, Laura J. |
collection | PubMed |
description | Risk preference is a complex trait governed by psycho-social, environmental and genetic determinants. We aimed to examine how an individual’s risk preference associates with their epigenetic profile. Risk preferences were ascertained by asking participants of the Northern Ireland COhort for the Longitudinal study of Ageing to make a series of choices between hypothetical income scenarios. From these, four risk preference categories were derived, ranging from risk-averse to risk-seeking. Illumina’s Infinium High-Density Methylation Assay was used to evaluate the status of 862,927 CpGs. Risk preference and DNA methylation data were obtained for 1,656 individuals. The distribution of single-site DNA methylation levels between risk-averse and risk-seeking individuals was assessed whilst adjusting for age, sex and peripheral white cell counts. In this discovery cohort, 55 CpGs were identified with significantly different levels of methylation (p≤x10(−5)) between risk-averse and risk-seeking individuals when adjusting for the maximum number of covariates. No CpGs were significantly differentially methylated in any of the risk preference groups at an epigenome-wide association level (p<9x10(−8)) following covariate adjustment. Protein-coding genes NWD1 and LRP1 were among the genes in which the top-ranked dmCpGs were located for all analyses conducted. Mutations in these genes have previously been linked to neurological conditions. Epigenetic modifications have not previously been linked to risk-aversion using a population cohort, but may represent important biomarkers of accumulated, complex determinants of this trait. Several striking results from this study support further analysis of DNA methylation as an important link between measurable biomarkers and health behaviours. |
format | Online Article Text |
id | pubmed-9542846 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Taylor & Francis |
record_format | MEDLINE/PubMed |
spelling | pubmed-95428462022-10-08 An investigation into DNA methylation patterns associated with risk preference in older individuals Smyth, Laura J. Cruise, Sharon M. Tang, Jianjun Young, Ian McGuinness, Bernadette Kee, Frank McKnight, Amy Jayne Epigenetics Research Paper Risk preference is a complex trait governed by psycho-social, environmental and genetic determinants. We aimed to examine how an individual’s risk preference associates with their epigenetic profile. Risk preferences were ascertained by asking participants of the Northern Ireland COhort for the Longitudinal study of Ageing to make a series of choices between hypothetical income scenarios. From these, four risk preference categories were derived, ranging from risk-averse to risk-seeking. Illumina’s Infinium High-Density Methylation Assay was used to evaluate the status of 862,927 CpGs. Risk preference and DNA methylation data were obtained for 1,656 individuals. The distribution of single-site DNA methylation levels between risk-averse and risk-seeking individuals was assessed whilst adjusting for age, sex and peripheral white cell counts. In this discovery cohort, 55 CpGs were identified with significantly different levels of methylation (p≤x10(−5)) between risk-averse and risk-seeking individuals when adjusting for the maximum number of covariates. No CpGs were significantly differentially methylated in any of the risk preference groups at an epigenome-wide association level (p<9x10(−8)) following covariate adjustment. Protein-coding genes NWD1 and LRP1 were among the genes in which the top-ranked dmCpGs were located for all analyses conducted. Mutations in these genes have previously been linked to neurological conditions. Epigenetic modifications have not previously been linked to risk-aversion using a population cohort, but may represent important biomarkers of accumulated, complex determinants of this trait. Several striking results from this study support further analysis of DNA methylation as an important link between measurable biomarkers and health behaviours. Taylor & Francis 2021-10-30 /pmc/articles/PMC9542846/ /pubmed/34696705 http://dx.doi.org/10.1080/15592294.2021.1992910 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 Smyth, Laura J. Cruise, Sharon M. Tang, Jianjun Young, Ian McGuinness, Bernadette Kee, Frank McKnight, Amy Jayne An investigation into DNA methylation patterns associated with risk preference in older individuals |
title | An investigation into DNA methylation patterns associated with risk preference in older individuals |
title_full | An investigation into DNA methylation patterns associated with risk preference in older individuals |
title_fullStr | An investigation into DNA methylation patterns associated with risk preference in older individuals |
title_full_unstemmed | An investigation into DNA methylation patterns associated with risk preference in older individuals |
title_short | An investigation into DNA methylation patterns associated with risk preference in older individuals |
title_sort | investigation into dna methylation patterns associated with risk preference in older individuals |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9542846/ https://www.ncbi.nlm.nih.gov/pubmed/34696705 http://dx.doi.org/10.1080/15592294.2021.1992910 |
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