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

Jenny van Dongen, Michel G. Nivard, Gonneke Willemsen, Jouke‐Jan Hottenga, Quinta Helmer, Conor V. Dolan, Erik A. Ehli, Gareth E. Davies, Maarten van Iterson, Charles E. Breeze, Stephan Beck, Peter A.C. ’t Hoen, René Pool, Marleen M. J. van Greevenbroek, Coen D.A. Stehouwer

Nature Communications · 2016 · ▲ 438 citations

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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Provenance

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OpenAlex
DOI
10.1038/ncomms11115
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2026-07-22 MST

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APA
Dongen, J.V., Nivard, M.G., Willemsen, G., Hottenga, J., Helmer, Q., Dolan, C.V., Ehli, E.A., Davies, G.E., Iterson, M.V., Breeze, C.E., Beck, S., Hoen, P.A.�., Pool, R., Greevenbroek, M.M.J.V., Stehouwer, C.D., Kallen, C., Schalkwijk, C.G., Wijmenga, C., Zhernakova, S., &amp; Tigchelaar, E.F. (2016). Genetic and environmental influences interact with age and sex in shaping the human methylome. <em>Nature Communications</em>. https://doi.org/10.1038/ncomms11115
Vancouver
Dongen JV, Nivard MG, Willemsen G, Hottenga J, Helmer Q, Dolan CV, et al. Genetic and environmental influences interact with age and sex in shaping the human methylome. Nature Communications. 2016. doi:10.1038/ncomms11115.
BibTeX
@article{jenny2016Geneti, title = {Genetic and environmental influences interact with age and sex in shaping the human methylome}, author = {Jenny van Dongen and Michel G. Nivard and Gonneke Willemsen and Jouke‐Jan Hottenga and Quinta Helmer and Conor V. Dolan and Erik A. Ehli and Gareth E. Davies and Maarten van Iterson and Charles E. Breeze and Stephan Beck and Peter A.C. ’t Hoen and René Pool and Marleen M. J. van Greevenbroek and Coen D.A. Stehouwer and Carla Kallen and Casper G. Schalkwijk and Cisca Wijmenga and Sasha Zhernakova and Ettje F. Tigchelaar and Marian Beekman and Joris Deelen and Diana van Heemst and Jan H. Veldink and Leonard H. van den Berg}, journal = {Nature Communications}, year = {2016}, doi = {10.1038/ncomms11115}, }

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