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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
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 PS
Roiz Santiañez, Roberto
Ruggeri, Barbara
Sarkisyan, Daniil
Shin, Jean
Sungeun, Kim
Tordesillas Gutiérrez, Diana
Van't Ent, Dennis
Ames, David
Artiges, Eric
Bakalkin, Georgy
Banaschewski, Tobias
Bokde, Arun LW
Brodaty, Henry
Bromberg, Uli
Brouwer, Rachel
Büchel, Christian
Burke Quinlan, Erin
Cahn, Wiepke
de Zubicaray, Greig I
Ehrlich, Stefan
Ekström, Tomas J
Flor, Herta
Fröhner, 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
Papadopoulos Orfanos, Dimitri
Paus, Tomáš
Poustka, Luise
Sämann, 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
Hulshoff Pol, Hilleke
Ophoff, Roel A
Pausova, Zdenka
Sachdev, Perminder S
Saykin, Andrew
Wright, Margaret J
Thompson, Paul M
Schumann, Gunter
Desrivières, Sylvane
Jia, Tianye
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 PS
Roiz Santiañez, Roberto
Ruggeri, Barbara
Sarkisyan, Daniil
Shin, Jean
Sungeun, Kim
Tordesillas Gutiérrez, Diana
Van't Ent, Dennis
Ames, David
Artiges, Eric
Bakalkin, Georgy
Banaschewski, Tobias
Bokde, Arun LW
Brodaty, Henry
Bromberg, Uli
Brouwer, Rachel
Büchel, Christian
Burke Quinlan, Erin
Cahn, Wiepke
de Zubicaray, Greig I
Ehrlich, Stefan
Ekström, Tomas J
Flor, Herta
Fröhner, 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
Papadopoulos Orfanos, Dimitri
Paus, Tomáš
Poustka, Luise
Sämann, 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
Hulshoff Pol, Hilleke
Ophoff, Roel A
Pausova, Zdenka
Sachdev, Perminder S
Saykin, Andrew
Wright, Margaret J
Thompson, Paul M
Schumann, Gunter
Desrivières, Sylvane
Source :
Molecular psychiatry; vol 26, iss 8, 3884-3895; 1359-4184
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
Journal :
Molecular psychiatry; vol 26, iss 8, 3884-3895; 1359-4184
Notes :
application/pdf, Molecular psychiatry vol 26, iss 8, 3884-3895 1359-4184
Publication Type :
Electronic Resource
Accession number :
edsoai.on1287291296
Document Type :
Electronic Resource