Integrated analysis of environmental and genetic influences on cord blood DNA methylation in new-borns.
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Author
Czamara, DarinaEraslan, Gökçen
Page, Christian M
Lahti, Jari
Lahti-Pulkkinen, Marius
Hämäläinen, Esa
Kajantie, Eero
Laivuori, Hannele
Villa, Pia M
Reynolds, Rebecca M
Nystad, Wenche
Håberg, Siri E
London, Stephanie J
O'Donnell, Kieran J
Garg, Elika
Meaney, Michael J
Entringer, Sonja
Wadhwa, Pathik D
Buss, Claudia
Jones, Meaghan J
Lin, David T S
MacIsaac, Julie L
Kobor, Michael S
Koen, Nastassja
Zar, Heather J
Koenen, Karestan C
Dalvie, Shareefa
Stein, Dan J
Kondofersky, Ivan
Müller, Nikola S
Theis, Fabian J
Räikkönen, Katri
Binder, Elisabeth B
Journal title
Nature communicationsDate Published
2019-06-11Publication Volume
10Publication Issue
1Publication Begin page
2548
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Show full item recordAbstract
Epigenetic processes, including DNA methylation (DNAm), are among the mechanisms allowing integration of genetic and environmental factors to shape cellular function. While many studies have investigated either environmental or genetic contributions to DNAm, few have assessed their integrated effects. Here we examine the relative contributions of prenatal environmental factors and genotype on DNA methylation in neonatal blood at variably methylated regions (VMRs) in 4 independent cohorts (overall n = 2365). We use Akaike's information criterion to test which factors best explain variability of methylation in the cohort-specific VMRs: several prenatal environmental factors (E), genotypes in cis (G), or their additive (G + E) or interaction (GxE) effects. Genetic and environmental factors in combination best explain DNAm at the majority of VMRs. The CpGs best explained by either G, G + E or GxE are functionally distinct. The enrichment of genetic variants from GxE models in GWAS for complex disorders supports their importance for disease risk.Citation
Czamara D, Eraslan G, Page CM, Lahti J, Lahti-Pulkkinen M, Hämäläinen E, Kajantie E, Laivuori H, Villa PM, Reynolds RM, Nystad W, Håberg SE, London SJ, O'Donnell KJ, Garg E, Meaney MJ, Entringer S, Wadhwa PD, Buss C, Jones MJ, Lin DTS, MacIsaac JL, Kobor MS, Koen N, Zar HJ, Koenen KC, Dalvie S, Stein DJ, Kondofersky I, Müller NS, Theis FJ; Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium; Räikkönen K, Binder EB. Integrated analysis of environmental and genetic influences on cord blood DNA methylation in new-borns. Nat Commun. 2019 Jun 11;10(1):2548. doi: 10.1038/s41467-019-10461-0. PMID: 31186427; PMCID: PMC6559955.DOI
10.1038/s41467-019-10461-0ae974a485f413a2113503eed53cd6c53
10.1038/s41467-019-10461-0
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Except where otherwise noted, this item's license is described as Attribution-NonCommercial-NoDerivatives 4.0 International