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Epigenome-wide meta-analysis of blood DNA methylation and its association with subcortical volumes : findings from the ENIGMA Epigenetics Working Group

Authors :
Jia, Tianye
Chu, Congying
Liu, Yun
van Dongen, Jenny
Papastergios, Evangelos
Armstrong, Nicola J.
Bastin, Mark E.
Carrillo-Roa, Tania
den Braber, Anouk
Harris, Mathew
Jansen, Rick
Liu, Jingyu
Luciano, Michelle
Ori, Anil P. S.
Santianez, Roberto Roiz
Ruggeri, Barbara
Sarkisyan, Daniil
Shin, Jean
Sungeun, Kim
Gutierrez, Diana Tordesillas
van't Ent, Dennis
Ames, David
Artiges, Eric
Bakalkin, Georgy
Banaschewski, Tobias
Bokde, Arun L. W.
Brodaty, Henry
Bromberg, Uli
Brouwer, Rachel
Buchel, Christian
Quinlan, Erin Burke
Cahn, Wiepke
de Zubicaray, Greig, I
Ehrlich, Stefan
Ekstrom, Tomas J.
Flor, Herta
Frohner, Juliane H.
Frouin, Vincent
Garavan, Hugh
Gowland, Penny
Heinz, Andreas
Hoare, Jacqueline
Ittermann, Bernd
Jahanshad, Neda
Jiang, Jiyang
Kwok, John B.
Martin, Nicholas G.
Martinot, Jean-Luc
Mather, Karen A.
McMahon, Katie L.
McRae, Allan F.
Nees, Frauke
Orfanos, Dimitri Papadopoulos
Paus, Tomas
Poustka, Luise
Samann, Philipp G.
Schofield, Peter R.
Smolka, Michael N.
Stein, Dan J.
Strike, Lachlan T.
Teeuw, Jalmar
Thalamuthu, Anbupalam
Trollor, Julian
Walter, Henrik
Wardlaw, Joanna M.
Wen, Wei
Whelan, Robert
Apostolova, Liana G.
Binder, Elisabeth B.
Boomsma, Dorret, I
Calhoun, Vince
Crespo-Facorro, Benedicto
Deary, Ian J.
Pol, Hilleke Hulshoff
Ophoff, Roel A.
Pausova, Zdenka
Sachdev, Perminder S.
Saykin, Andrew
Wright, Margaret J.
Thompson, Paul M.
Schumann, Gunter
Desrivieres, Sylvane
Jia, Tianye
Chu, Congying
Liu, Yun
van Dongen, Jenny
Papastergios, Evangelos
Armstrong, Nicola J.
Bastin, Mark E.
Carrillo-Roa, Tania
den Braber, Anouk
Harris, Mathew
Jansen, Rick
Liu, Jingyu
Luciano, Michelle
Ori, Anil P. S.
Santianez, Roberto Roiz
Ruggeri, Barbara
Sarkisyan, Daniil
Shin, Jean
Sungeun, Kim
Gutierrez, Diana Tordesillas
van't Ent, Dennis
Ames, David
Artiges, Eric
Bakalkin, Georgy
Banaschewski, Tobias
Bokde, Arun L. W.
Brodaty, Henry
Bromberg, Uli
Brouwer, Rachel
Buchel, Christian
Quinlan, Erin Burke
Cahn, Wiepke
de Zubicaray, Greig, I
Ehrlich, Stefan
Ekstrom, Tomas J.
Flor, Herta
Frohner, Juliane H.
Frouin, Vincent
Garavan, Hugh
Gowland, Penny
Heinz, Andreas
Hoare, Jacqueline
Ittermann, Bernd
Jahanshad, Neda
Jiang, Jiyang
Kwok, John B.
Martin, Nicholas G.
Martinot, Jean-Luc
Mather, Karen A.
McMahon, Katie L.
McRae, Allan F.
Nees, Frauke
Orfanos, Dimitri Papadopoulos
Paus, Tomas
Poustka, Luise
Samann, Philipp G.
Schofield, Peter R.
Smolka, Michael N.
Stein, Dan J.
Strike, Lachlan T.
Teeuw, Jalmar
Thalamuthu, Anbupalam
Trollor, Julian
Walter, Henrik
Wardlaw, Joanna M.
Wen, Wei
Whelan, Robert
Apostolova, Liana G.
Binder, Elisabeth B.
Boomsma, Dorret, I
Calhoun, Vince
Crespo-Facorro, Benedicto
Deary, Ian J.
Pol, Hilleke Hulshoff
Ophoff, Roel A.
Pausova, Zdenka
Sachdev, Perminder S.
Saykin, Andrew
Wright, Margaret J.
Thompson, Paul M.
Schumann, Gunter
Desrivieres, Sylvane
Publication Year :
2021

Abstract

DNA methylation, which is modulated by both genetic factors and environmental exposures, may offer a unique opportunity to discover novel biomarkers of disease-related brain phenotypes, even when measured in other tissues than brain, such as blood. A few studies of small sample sizes have revealed associations between blood DNA methylation and neuropsychopathology, however, large-scale epigenome-wide association studies (EWAS) are needed to investigate the utility of DNA methylation profiling as a peripheral marker for the brain. Here, in an analysis of eleven international cohorts, totalling 3337 individuals, we report epigenome-wide meta-analyses of blood DNA methylation with volumes of the hippocampus, thalamus and nucleus accumbens (NAcc)-three subcortical regions selected for their associations with disease and heritability and volumetric variability. Analyses of individual CpGs revealed genome-wide significant associations with hippocampal volume at two loci. No significant associations were found for analyses of thalamus and nucleus accumbens volumes. Cluster-based analyses revealed additional differentially methylated regions (DMRs) associated with hippocampal volume. DNA methylation at these loci affected expression of proximal genes involved in learning and memory, stem cell maintenance and differentiation, fatty acid metabolism and type-2 diabetes. These DNA methylation marks, their interaction with genetic variants and their impact on gene expression offer new insights into the relationship between epigenetic variation and brain structure and may provide the basis for biomarker discovery in neurodegeneration and neuropsychiatric conditions.

Details

Database :
OAIster
Notes :
application/pdf, English
Publication Type :
Electronic Resource
Accession number :
edsoai.on1306620391
Document Type :
Electronic Resource
Full Text :
https://doi.org/10.1038.s41380-019-0605-z