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author Sammallahti, Sara
Koopman-Verhoeff, M. Elisabeth
Binter, Anne-Claire
Mulder, Rosa H.
Cabré-Riera, Alba
Kvist, Tuomas
Malmberg, Anni L. K.
Pesce, Giancarlo
Plancoulaine, Sabine
Heiss, Jonathan A.
Rifas-Shiman, Sheryl L.
Röder, Stefan W.
Starling, Anne P.
Wilson, Rory
Guerlich, Kathrin
Haftorn, Kristine L.
Page, Christian M.
Luik, Annemarie I.
Tiemeier, Henning
Felix, Janine F.
Raikkonen, Katri
Lahti, Jari
Relton, Caroline L.
Sharp, Gemma C.
Waldenberger, Melanie
Grote, Veit
Heude, Barbara
Annesi-Maesano, Isabella
Hivert, Marie-France
Zenclussen, Ana C.
Herberth, Gunda
Dabelea, Dana
Grazuleviciene, Regina
Vafeiadi, Marina
Håberg, Siri E.
London, Stephanie J.
Guxens, Mònica
Richmond, Rebecca C.
Cecil, Charlotte A. M.
author_facet Sammallahti, Sara
Koopman-Verhoeff, M. Elisabeth
Binter, Anne-Claire
Mulder, Rosa H.
Cabré-Riera, Alba
Kvist, Tuomas
Malmberg, Anni L. K.
Pesce, Giancarlo
Plancoulaine, Sabine
Heiss, Jonathan A.
Rifas-Shiman, Sheryl L.
Röder, Stefan W.
Starling, Anne P.
Wilson, Rory
Guerlich, Kathrin
Haftorn, Kristine L.
Page, Christian M.
Luik, Annemarie I.
Tiemeier, Henning
Felix, Janine F.
Raikkonen, Katri
Lahti, Jari
Relton, Caroline L.
Sharp, Gemma C.
Waldenberger, Melanie
Grote, Veit
Heude, Barbara
Annesi-Maesano, Isabella
Hivert, Marie-France
Zenclussen, Ana C.
Herberth, Gunda
Dabelea, Dana
Grazuleviciene, Regina
Vafeiadi, Marina
Håberg, Siri E.
London, Stephanie J.
Guxens, Mònica
Richmond, Rebecca C.
Cecil, Charlotte A. M.
author_sort Sammallahti, Sara
collection PubMed
description BACKGROUND: Sleep is important for healthy functioning in children. Numerous genetic and environmental factors, from conception onwards, may influence this phenotype. Epigenetic mechanisms such as DNA methylation have been proposed to underlie variation in sleep or may be an early-life marker of sleep disturbances. We examined if DNA methylation at birth or in school age is associated with parent-reported and actigraphy-estimated sleep outcomes in children. METHODS: We meta-analysed epigenome-wide association study results. DNA methylation was measured from cord blood at birth in 11 cohorts and from peripheral blood in children (4–13 years) in 8 cohorts. Outcomes included parent-reported sleep duration, sleep initiation and fragmentation problems, and actigraphy-estimated sleep duration, sleep onset latency and wake-after-sleep-onset duration. RESULTS: We found no associations between DNA methylation at birth and parent-reported sleep duration (n = 3658), initiation problems (n = 2504), or fragmentation (n = 1681) (p values above cut-off 4.0 × 10(–8)). Lower methylation at cg24815001 and cg02753354 at birth was associated with longer actigraphy-estimated sleep duration (p = 3.31 × 10(–8), n = 577) and sleep onset latency (p = 8.8 × 10(–9), n = 580), respectively. DNA methylation in childhood was not cross-sectionally associated with any sleep outcomes (n = 716–2539). CONCLUSION: DNA methylation, at birth or in childhood, was not associated with parent-reported sleep. Associations observed with objectively measured sleep outcomes could be studied further if additional data sets become available. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-022-01298-4.
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spelling pubmed-92582022022-07-07 Longitudinal associations of DNA methylation and sleep in children: a meta-analysis Sammallahti, Sara Koopman-Verhoeff, M. Elisabeth Binter, Anne-Claire Mulder, Rosa H. Cabré-Riera, Alba Kvist, Tuomas Malmberg, Anni L. K. Pesce, Giancarlo Plancoulaine, Sabine Heiss, Jonathan A. Rifas-Shiman, Sheryl L. Röder, Stefan W. Starling, Anne P. Wilson, Rory Guerlich, Kathrin Haftorn, Kristine L. Page, Christian M. Luik, Annemarie I. Tiemeier, Henning Felix, Janine F. Raikkonen, Katri Lahti, Jari Relton, Caroline L. Sharp, Gemma C. Waldenberger, Melanie Grote, Veit Heude, Barbara Annesi-Maesano, Isabella Hivert, Marie-France Zenclussen, Ana C. Herberth, Gunda Dabelea, Dana Grazuleviciene, Regina Vafeiadi, Marina Håberg, Siri E. London, Stephanie J. Guxens, Mònica Richmond, Rebecca C. Cecil, Charlotte A. M. Clin Epigenetics Research BACKGROUND: Sleep is important for healthy functioning in children. Numerous genetic and environmental factors, from conception onwards, may influence this phenotype. Epigenetic mechanisms such as DNA methylation have been proposed to underlie variation in sleep or may be an early-life marker of sleep disturbances. We examined if DNA methylation at birth or in school age is associated with parent-reported and actigraphy-estimated sleep outcomes in children. METHODS: We meta-analysed epigenome-wide association study results. DNA methylation was measured from cord blood at birth in 11 cohorts and from peripheral blood in children (4–13 years) in 8 cohorts. Outcomes included parent-reported sleep duration, sleep initiation and fragmentation problems, and actigraphy-estimated sleep duration, sleep onset latency and wake-after-sleep-onset duration. RESULTS: We found no associations between DNA methylation at birth and parent-reported sleep duration (n = 3658), initiation problems (n = 2504), or fragmentation (n = 1681) (p values above cut-off 4.0 × 10(–8)). Lower methylation at cg24815001 and cg02753354 at birth was associated with longer actigraphy-estimated sleep duration (p = 3.31 × 10(–8), n = 577) and sleep onset latency (p = 8.8 × 10(–9), n = 580), respectively. DNA methylation in childhood was not cross-sectionally associated with any sleep outcomes (n = 716–2539). CONCLUSION: DNA methylation, at birth or in childhood, was not associated with parent-reported sleep. Associations observed with objectively measured sleep outcomes could be studied further if additional data sets become available. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-022-01298-4. BioMed Central 2022-07-05 /pmc/articles/PMC9258202/ /pubmed/35790973 http://dx.doi.org/10.1186/s13148-022-01298-4 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://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
Sammallahti, Sara
Koopman-Verhoeff, M. Elisabeth
Binter, Anne-Claire
Mulder, Rosa H.
Cabré-Riera, Alba
Kvist, Tuomas
Malmberg, Anni L. K.
Pesce, Giancarlo
Plancoulaine, Sabine
Heiss, Jonathan A.
Rifas-Shiman, Sheryl L.
Röder, Stefan W.
Starling, Anne P.
Wilson, Rory
Guerlich, Kathrin
Haftorn, Kristine L.
Page, Christian M.
Luik, Annemarie I.
Tiemeier, Henning
Felix, Janine F.
Raikkonen, Katri
Lahti, Jari
Relton, Caroline L.
Sharp, Gemma C.
Waldenberger, Melanie
Grote, Veit
Heude, Barbara
Annesi-Maesano, Isabella
Hivert, Marie-France
Zenclussen, Ana C.
Herberth, Gunda
Dabelea, Dana
Grazuleviciene, Regina
Vafeiadi, Marina
Håberg, Siri E.
London, Stephanie J.
Guxens, Mònica
Richmond, Rebecca C.
Cecil, Charlotte A. M.
Longitudinal associations of DNA methylation and sleep in children: a meta-analysis
title Longitudinal associations of DNA methylation and sleep in children: a meta-analysis
title_full Longitudinal associations of DNA methylation and sleep in children: a meta-analysis
title_fullStr Longitudinal associations of DNA methylation and sleep in children: a meta-analysis
title_full_unstemmed Longitudinal associations of DNA methylation and sleep in children: a meta-analysis
title_short Longitudinal associations of DNA methylation and sleep in children: a meta-analysis
title_sort longitudinal associations of dna methylation and sleep in children: a meta-analysis
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9258202/
https://www.ncbi.nlm.nih.gov/pubmed/35790973
http://dx.doi.org/10.1186/s13148-022-01298-4
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