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DNA methylation outlier burden, health, and ageing in Generation Scotland and the Lothian Birth Cohorts of 1921 and 1936

BACKGROUND: DNA methylation outlier burden has been suggested as a potential marker of biological age. An outlier is typically defined as DNA methylation levels at any one CpG site that are three times beyond the inter-quartile range from the 25th or 75th percentiles compared to the rest of the popu...

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Autores principales: Seeboth, Anne, McCartney, Daniel L., Wang, Yunzhang, Hillary, Robert F., Stevenson, Anna J., Walker, Rosie M., Campbell, Archie, Evans, Kathryn L., McIntosh, Andrew M., Hägg, Sara, Deary, Ian J., Marioni, Riccardo E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7098133/
https://www.ncbi.nlm.nih.gov/pubmed/32216821
http://dx.doi.org/10.1186/s13148-020-00838-0
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author Seeboth, Anne
McCartney, Daniel L.
Wang, Yunzhang
Hillary, Robert F.
Stevenson, Anna J.
Walker, Rosie M.
Campbell, Archie
Evans, Kathryn L.
McIntosh, Andrew M.
Hägg, Sara
Deary, Ian J.
Marioni, Riccardo E.
author_facet Seeboth, Anne
McCartney, Daniel L.
Wang, Yunzhang
Hillary, Robert F.
Stevenson, Anna J.
Walker, Rosie M.
Campbell, Archie
Evans, Kathryn L.
McIntosh, Andrew M.
Hägg, Sara
Deary, Ian J.
Marioni, Riccardo E.
author_sort Seeboth, Anne
collection PubMed
description BACKGROUND: DNA methylation outlier burden has been suggested as a potential marker of biological age. An outlier is typically defined as DNA methylation levels at any one CpG site that are three times beyond the inter-quartile range from the 25th or 75th percentiles compared to the rest of the population. DNA methylation outlier burden (the number of such outlier sites per individual) increases exponentially with age. However, these findings have been observed in small samples. RESULTS: Here, we showed an association between age and log(10)-transformed DNA methylation outlier burden in a large cross-sectional cohort, the Generation Scotland Family Health Study (N = 7010, β = 0.0091, p < 2 × 10(−16)), and in two longitudinal cohort studies, the Lothian Birth Cohorts of 1921 (N = 430, β = 0.033, p = 7.9 × 10(−4)) and 1936 (N = 898, β = 0.0079, p = 0.074). Significant confounders of both cross-sectional and longitudinal associations between outlier burden and age included white blood cell proportions, body mass index (BMI), smoking, and batch effects. In Generation Scotland, the increase in epigenetic outlier burden with age was not purely an artefact of an increase in DNA methylation level variability with age (epigenetic drift). Log(10)-transformed DNA methylation outlier burden in Generation Scotland was not related to self-reported, or family history of, age-related diseases, and it was not heritable (SNP-based heritability of 4.4%, p = 0.18). Finally, DNA methylation outlier burden was not significantly related to survival in either of the Lothian Birth Cohorts individually or in the meta-analysis after correction for multiple testing (HR(meta) = 1.12; 95% CI(meta) = [1.02; 1.21]; p(meta) = 0.021). CONCLUSIONS: These findings suggest that, while it does not associate with ageing-related health outcomes, DNA methylation outlier burden does track chronological ageing and may also relate to survival. DNA methylation outlier burden may thus be useful as a marker of biological ageing.
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spelling pubmed-70981332020-03-27 DNA methylation outlier burden, health, and ageing in Generation Scotland and the Lothian Birth Cohorts of 1921 and 1936 Seeboth, Anne McCartney, Daniel L. Wang, Yunzhang Hillary, Robert F. Stevenson, Anna J. Walker, Rosie M. Campbell, Archie Evans, Kathryn L. McIntosh, Andrew M. Hägg, Sara Deary, Ian J. Marioni, Riccardo E. Clin Epigenetics Research BACKGROUND: DNA methylation outlier burden has been suggested as a potential marker of biological age. An outlier is typically defined as DNA methylation levels at any one CpG site that are three times beyond the inter-quartile range from the 25th or 75th percentiles compared to the rest of the population. DNA methylation outlier burden (the number of such outlier sites per individual) increases exponentially with age. However, these findings have been observed in small samples. RESULTS: Here, we showed an association between age and log(10)-transformed DNA methylation outlier burden in a large cross-sectional cohort, the Generation Scotland Family Health Study (N = 7010, β = 0.0091, p < 2 × 10(−16)), and in two longitudinal cohort studies, the Lothian Birth Cohorts of 1921 (N = 430, β = 0.033, p = 7.9 × 10(−4)) and 1936 (N = 898, β = 0.0079, p = 0.074). Significant confounders of both cross-sectional and longitudinal associations between outlier burden and age included white blood cell proportions, body mass index (BMI), smoking, and batch effects. In Generation Scotland, the increase in epigenetic outlier burden with age was not purely an artefact of an increase in DNA methylation level variability with age (epigenetic drift). Log(10)-transformed DNA methylation outlier burden in Generation Scotland was not related to self-reported, or family history of, age-related diseases, and it was not heritable (SNP-based heritability of 4.4%, p = 0.18). Finally, DNA methylation outlier burden was not significantly related to survival in either of the Lothian Birth Cohorts individually or in the meta-analysis after correction for multiple testing (HR(meta) = 1.12; 95% CI(meta) = [1.02; 1.21]; p(meta) = 0.021). CONCLUSIONS: These findings suggest that, while it does not associate with ageing-related health outcomes, DNA methylation outlier burden does track chronological ageing and may also relate to survival. DNA methylation outlier burden may thus be useful as a marker of biological ageing. BioMed Central 2020-03-26 /pmc/articles/PMC7098133/ /pubmed/32216821 http://dx.doi.org/10.1186/s13148-020-00838-0 Text en © The Author(s) 2020 Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Seeboth, Anne
McCartney, Daniel L.
Wang, Yunzhang
Hillary, Robert F.
Stevenson, Anna J.
Walker, Rosie M.
Campbell, Archie
Evans, Kathryn L.
McIntosh, Andrew M.
Hägg, Sara
Deary, Ian J.
Marioni, Riccardo E.
DNA methylation outlier burden, health, and ageing in Generation Scotland and the Lothian Birth Cohorts of 1921 and 1936
title DNA methylation outlier burden, health, and ageing in Generation Scotland and the Lothian Birth Cohorts of 1921 and 1936
title_full DNA methylation outlier burden, health, and ageing in Generation Scotland and the Lothian Birth Cohorts of 1921 and 1936
title_fullStr DNA methylation outlier burden, health, and ageing in Generation Scotland and the Lothian Birth Cohorts of 1921 and 1936
title_full_unstemmed DNA methylation outlier burden, health, and ageing in Generation Scotland and the Lothian Birth Cohorts of 1921 and 1936
title_short DNA methylation outlier burden, health, and ageing in Generation Scotland and the Lothian Birth Cohorts of 1921 and 1936
title_sort dna methylation outlier burden, health, and ageing in generation scotland and the lothian birth cohorts of 1921 and 1936
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7098133/
https://www.ncbi.nlm.nih.gov/pubmed/32216821
http://dx.doi.org/10.1186/s13148-020-00838-0
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