TY - JOUR
T1 - Epigenome-wide Association Study of Attention-Deficit/Hyperactivity Disorder Symptoms in Adults
AU - BIOS Consortium
AU - van Dongen, Jenny
AU - Zilhão, Nuno R.
AU - Sugden, Karen
AU - Heijmans, Bastiaan T.
AU - ’t Hoen, Peter A.C.
AU - van Meurs, Joyce
AU - Isaacs, Aaron
AU - Jansen, Rick
AU - Franke, Lude
AU - Boomsma, Dorret I.
AU - Pool, René
AU - Hottenga, Jouke J.
AU - van Greevenbroek, Marleen M.J.
AU - Stehouwer, Coen D.A.
AU - van der Kallen, Carla J.H.
AU - Schalkwijk, Casper G.
AU - Wijmenga, Cisca
AU - Zhernakova, Sasha
AU - Tigchelaar, Ettje F.
AU - Slagboom, P. Eline
AU - Beekman, Marian
AU - Deelen, Joris
AU - van Heemst, Diana
AU - Veldink, Jan H.
AU - van den Berg, Leonard H.
AU - van Duijn, Cornelia M.
AU - Hofman, Bert A.
AU - Uitterlinden, André G.
AU - Jhamai, P. Mila
AU - Verbiest, Michael
AU - Suchiman, H. Eka D.
AU - Verkerk, Marijn
AU - van der Breggen, Ruud
AU - van Rooij, Jeroen
AU - Lakenberg, Nico
AU - Mei, Hailiang
AU - van Iterson, Maarten
AU - van Galen, Michiel
AU - Bot, Jan
AU - Zhernakova, Dasha V.
AU - Hof, Peter van ’t
AU - Deelen, Patrick
AU - Nooren, Irene
AU - Moed, Matthijs
AU - Vermaat, Martijn
AU - Luijk, René
AU - Bonder, Marc Jan
AU - van Dijk, Freerk
AU - Arindrarto, Wibowo
AU - Kielbasa, Szymon M.
N1 - Publisher Copyright:
© 2019 Society of Biological Psychiatry
PY - 2019/10/15
Y1 - 2019/10/15
N2 - Background: Previous studies have reported associations between attention-deficit/hyperactivity disorder symptoms and DNA methylation in children. We report the first epigenome-wide association study meta-analysis of adult attention-deficit/hyperactivity disorder symptoms, based on peripheral blood DNA methylation (Infinium HumanMethylation450K array) in three population-based adult cohorts. Methods: An epigenome-wide association study was performed in the Netherlands Twin Register (N = 2258, mean age 37 years), Dunedin Multidisciplinary Health and Development Study (N = 800, age 38 years), and Environmental Risk Longitudinal Twin Study (N = 1631, age 18 years), and results were combined through meta-analysis (total sample size N = 4689). Region-based analyses accounting for the correlation between nearby methylation sites were also performed. Results: One epigenome-wide significant differentially methylated position was detected in the Dunedin study, but meta-analysis did not detect differentially methylated positions that were robustly associated across cohorts. In region-based analyses, six significant differentially methylation regions (DMRs) were identified in the Netherlands Twin Register, 19 in the Dunedin study, and none in the Environmental Risk Longitudinal Twin Study. Of these DMRs, 92% were associated with methylation quantitative trait loci, and 68% showed moderate to large blood-brain correlations for DNA methylation levels. DMRs included six nonoverlapping DMRs (three in the Netherlands Twin Register, three in the Dunedin study) in the major histocompatibility complex, which were associated with expression of genes in the major histocompatibility complex, including C4A and C4B, previously implicated in schizophrenia. Conclusions: Our findings point at new candidate loci involved in immune and neuronal functions that await further replication. Our work also illustrates the need for further research to examine to what extent epigenetic associations with psychiatric traits depend on characteristics such as age, comorbidities, exposures, and genetic background.
AB - Background: Previous studies have reported associations between attention-deficit/hyperactivity disorder symptoms and DNA methylation in children. We report the first epigenome-wide association study meta-analysis of adult attention-deficit/hyperactivity disorder symptoms, based on peripheral blood DNA methylation (Infinium HumanMethylation450K array) in three population-based adult cohorts. Methods: An epigenome-wide association study was performed in the Netherlands Twin Register (N = 2258, mean age 37 years), Dunedin Multidisciplinary Health and Development Study (N = 800, age 38 years), and Environmental Risk Longitudinal Twin Study (N = 1631, age 18 years), and results were combined through meta-analysis (total sample size N = 4689). Region-based analyses accounting for the correlation between nearby methylation sites were also performed. Results: One epigenome-wide significant differentially methylated position was detected in the Dunedin study, but meta-analysis did not detect differentially methylated positions that were robustly associated across cohorts. In region-based analyses, six significant differentially methylation regions (DMRs) were identified in the Netherlands Twin Register, 19 in the Dunedin study, and none in the Environmental Risk Longitudinal Twin Study. Of these DMRs, 92% were associated with methylation quantitative trait loci, and 68% showed moderate to large blood-brain correlations for DNA methylation levels. DMRs included six nonoverlapping DMRs (three in the Netherlands Twin Register, three in the Dunedin study) in the major histocompatibility complex, which were associated with expression of genes in the major histocompatibility complex, including C4A and C4B, previously implicated in schizophrenia. Conclusions: Our findings point at new candidate loci involved in immune and neuronal functions that await further replication. Our work also illustrates the need for further research to examine to what extent epigenetic associations with psychiatric traits depend on characteristics such as age, comorbidities, exposures, and genetic background.
KW - ADHD
KW - CAARS
KW - DNA methylation
KW - Epigenetic
KW - EWAS
KW - Meta-analysis
UR - http://www.scopus.com/inward/record.url?scp=85064245734&partnerID=8YFLogxK
U2 - 10.1016/j.biopsych.2019.02.016
DO - 10.1016/j.biopsych.2019.02.016
M3 - Article
C2 - 31003786
AN - SCOPUS:85064245734
SN - 0006-3223
VL - 86
SP - 599
EP - 607
JO - Biological Psychiatry
JF - Biological Psychiatry
IS - 8
ER -