Genetic and environmental influences interact with age and sex in shaping the human methylome

Jenny van Dongen(Academic Center for Dentistry Amsterdam), Michel G. Nivard(Academic Center for Dentistry Amsterdam), Gonneke Willemsen(Academic Center for Dentistry Amsterdam), Jouke‐Jan Hottenga(Academic Center for Dentistry Amsterdam), Quinta Helmer(Academic Center for Dentistry Amsterdam), Conor V. Dolan(Academic Center for Dentistry Amsterdam), Erik A. Ehli(Avera Health), Gareth E. Davies(Avera Health), Maarten van Iterson(Leiden University Medical Center), Charles E. Breeze(University College London), Stephan Beck(University College London), Peter A.C. ’t Hoen(Leiden University Medical Center), René Pool(Vrije Universiteit Amsterdam), Marleen M. J. van Greevenbroek(University Medical Center), Coen D.A. Stehouwer(University Medical Center), Carla Kallen(University Medical Center), Casper G. Schalkwijk(University Medical Center), Cisca Wijmenga(University Medical Center Groningen), Sasha Zhernakova(University Medical Center Groningen), Ettje F. Tigchelaar(University Medical Center Groningen), Marian Beekman(Leiden University Medical Center), Joris Deelen(Leiden University Medical Center), Diana van Heemst(Leiden University Medical Center), Jan H. Veldink(University Medical Center Utrecht), Leonard H. van den Berg(University Medical Center Utrecht), Cornelia M. van Duijn(Erasmus MC), Bert A. Hofman(Erasmus MC), André G. Uitterlinden(Erasmus MC), P. Mila Jhamai(Erasmus MC), Michaël Verbiest(Erasmus MC), Marijn Verkerk(Erasmus MC), Ruud van der Breggen(Leiden University Medical Center), Jeroen van Rooij(Erasmus MC), Nico Lakenberg(Leiden University Medical Center), Hailiang Mei(Leiden University Medical Center), Jan Bot(SURFsara (Netherlands)), Dasha V. Zhernakova(University Medical Center Groningen), Peter van’t Hof(Leiden University Medical Center), Patrick Deelen(University Medical Center Groningen), Irene Nooren(SURFsara (Netherlands)), Matthijs Moed(Leiden University Medical Center), Martijn Vermaat(Leiden University Medical Center), René Luijk(Leiden University Medical Center), Marc Jan Bonder(University Medical Center Groningen), Freerk van Dijk(University Medical Center Groningen), Michiel van Galen(Leiden University Medical Center), Wibowo Arindrarto(Leiden University Medical Center), Szymon M. Kiełbasa(Leiden University Medical Center), Morris A. Swertz(University Medical Center Groningen), Erik W. van Zwet(Leiden University Medical Center), Aaron Isaacs(Erasmus MC), Lude Franke(University Medical Center Groningen), H. Eka D. Suchiman(Leiden University Medical Center), Rick Jansen(Amsterdam UMC Location Vrije Universiteit Amsterdam), Joyce B. J. van Meurs(Erasmus MC), Bastiaan T. Heijmans(Leiden University Medical Center), P. Eline Slagboom(Leiden University Medical Center), Dorret I. Boomsma(Academic Center for Dentistry Amsterdam)
Nature Communications
April 7, 2016
Cited by 434Open Access
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Abstract

The methylome is subject to genetic and environmental effects. Their impact may depend on sex and age, resulting in sex- and age-related physiological variation and disease susceptibility. Here we estimate the total heritability of DNA methylation levels in whole blood and estimate the variance explained by common single nucleotide polymorphisms at 411,169 sites in 2,603 individuals from twin families, to establish a catalogue of between-individual variation in DNA methylation. Heritability estimates vary across the genome (mean=19%) and interaction analyses reveal thousands of sites with sex-specific heritability as well as sites where the environmental variance increases with age. Integration with previously published data illustrates the impact of genome and environment across the lifespan at methylation sites associated with metabolic traits, smoking and ageing. These findings demonstrate that our catalogue holds valuable information on locations in the genome where methylation variation between people may reflect disease-relevant environmental exposures or genetic variation.


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