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

被引:0
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作者
Tianye Jia
Congying Chu
Yun Liu
Jenny van Dongen
Evangelos Papastergios
Nicola J. Armstrong
Mark E. Bastin
Tania Carrillo-Roa
Anouk den Braber
Mathew Harris
Rick Jansen
Jingyu Liu
Michelle Luciano
Anil P. S. Ori
Roberto Roiz Santiañez
Barbara Ruggeri
Daniil Sarkisyan
Jean Shin
Kim Sungeun
Diana Tordesillas Gutiérrez
Dennis van’t Ent
David Ames
Eric Artiges
Georgy Bakalkin
Tobias Banaschewski
Arun L. W. Bokde
Henry Brodaty
Uli Bromberg
Rachel Brouwer
Christian Büchel
Erin Burke Quinlan
Wiepke Cahn
Greig I. de Zubicaray
Stefan Ehrlich
Tomas J. Ekström
Herta Flor
Juliane H. Fröhner
Vincent Frouin
Hugh Garavan
Penny Gowland
Andreas Heinz
Jacqueline Hoare
Bernd Ittermann
Neda Jahanshad
Jiyang Jiang
John B. Kwok
Nicholas G. Martin
Jean-Luc Martinot
Karen A. Mather
Katie L. McMahon
机构
[1] Psychology & Neuroscience,Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry
[2] King’s College London,Institute of Science and Technology for Brain
[3] Fudan University,Inspired Intelligence
[4] Fudan University,MOE Key Laboratory of Computational Neuroscience and Brain
[5] Zhongshan Hospital,Inspired Intelligence
[6] Fudan University,MOE Key Laboratory of Metabolism and Molecular Medicine, Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences
[7] Vrije Universiteit,Mathematics and Statistics
[8] Amsterdam,Brain Research Imaging Centre, Centre for Clinical Brain Sciences, and Centre for Cognitive Ageing and Cognitive Epidemiology
[9] Dept Biological Psychology,Department of Translational Research in Psychiatry
[10] Murdoch University,Centre for Clinical Brain Sciences and Edinburgh Imaging
[11] University of Edinburgh (MEB),Department of Psychiatry
[12] Max-Planck Institute of Psychiatry,Department of Electrical Engineering
[13] Kraepelinstr,Centre for Cognitive Ageing and Cognitive Epidemiology, Department of Psychology
[14] University of Edinburgh,UCLA Center for Neurobehavioral Genetics
[15] VU University Medical Centre,Department of Psychiatry, University Hospital Marqués de Valdecilla
[16] University of New Mexico,Hospital for Sick Children
[17] University of Edinburgh,Center for Neuroimaging, Department of Radiology and Imaging Sciences
[18] University of California,Center for Computational Biology and Bioinformatics
[19] Los Angeles,Neuroimaging Unit
[20] School of Medicine,Academic Unit for Psychiatry of Old Age
[21] University of Cantabria,Institut National de la Santé et de la Recherche Médicale, INSERM Unit 1000 “Neuroimaging & Psychiatry”
[22] Centro Investigación Biomédica en Red de Salud Mental,Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim
[23] Box 591,Discipline of Psychiatry, School of Medicine and Trinity College Institute of Neuroscience
[24] Uppsala biomedicinska centrum BMC,Centre for Healthy Brain Ageing, School of Psychiatry
[25] Husarg. 3,Dementia Centre for Research Collaboration, School of Psychiatry
[26] 751 24,Department of Psychiatry and Brain Center Rudolf Magnus
[27] University of Toronto,Faculty of Health, Institute of Health and Biomedical Innovation
[28] Indiana University School of Medicine,Division of Psychological and Social Medicine and Developmental Neurosciences
[29] Indiana University School of Medicine,Department of Clinical Neuroscience, Karolinska Institutet, Center for Molecular Medicine
[30] Technological Facilities. Valdecilla Biomedical Research Institute IDIVAL,Department of Cognitive and Clinical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim
[31] National Ageing Research Institute,Department of Psychology, School of Social Sciences
[32] University of Melbourne,Department of Psychiatry and Neuroimaging Center
[33] St George’s Hospital,Departments of Psychiatry and Psychology
[34] University Paris Sud-Paris Saclay,Sir Peter Mansfield Imaging Centre School of Physics and Astronomy
[35] University Paris Descartes,Charité—Universitätsmedizin Berlin, corporate member of Freie Universität Berlin
[36] DIGITEO Labs,Berlin Institute of Health, Department of Psychiatry and Psychotherapy
[37] GH Nord Essonne Psychiatry Department 91G16,Department of Psychiatry and Neuroscience Institute
[38] Heidelberg University,Physikalisch
[39] Square J5,Technische Bundesanstalt (PTB)
[40] Trinity College Dublin,Imaging Genetics Center, Mark and Mary Stevens Neuroimaging & Informatics Institute
[41] University of New South Wales,Central Clinical School—Brain and Mind Centre
[42] University of New South Wales,School of Medical Sciences
[43] University Medical Centre Hamburg-Eppendorf,Maison de Solenn
[44] House W34,Herston Imaging Research Facility, School of Clinical Sciences
[45] University Medical Center Utrecht,Institute for Molecular Bioscience
[46] Queensland University of Technology,Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital and Departments of Psychology and Psychiatry
[47] Faculty of Medicine,Department of Child and Adolescent Psychiatry and Psychotherapy
[48] Karolinska University Hospital,Faculty of Medicine
[49] Heidelberg University,Queensland Brain Institute
[50] Square J5,Department of Developmental Disability Neuropsychiatry, School of Psychiatry
来源
Molecular Psychiatry | 2021年 / 26卷
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摘要
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.
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页码:3884 / 3895
页数:11
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    Netea, Mihai G.
    Moffatt, Miriam F.
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    Bell, Douglas A.
    Vonk, Judith M.
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    Richards, Adam J.
    Bergstrom, Anna
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    Felix, Janine F.
    Bustamante, Mariona
    Gruzieva, Olena
    Maguire, Rachel L.
    Gilliland, Frank
    Baiz, Nour
    Nohr, Ellen A.
    Corpeleijn, Eva
    Sebert, Sylvain
    Karmaus, Wilfried
    Grote, Veit
    Kajantie, Eero
    Magnus, Maria C.
    [J]. JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY, 2019, 143 (06) : 2062 - 2074
  • [9] Epigenome-wide DNA methylation in externalizing behaviours: a review and meta-analysis
    Meijer, M.
    Zayats, T.
    Starnawska, A.
    Kranz, T.
    Hoogman, M.
    Buitelaar, J.
    Reif, A.
    Ribases, M.
    Haavik, J.
    Franke, B.
    Sandi, C.
    Klein, M.
    [J]. EUROPEAN NEUROPSYCHOPHARMACOLOGY, 2021, 53 : S465 - S466
  • [10] Epigenome-wide DNA methylation in externalizing behaviours: a review and meta-analysis
    Meijer, M.
    Zayats, T.
    Starnawska, A.
    Kranz, T.
    Hoogman, M.
    Buitelaar, J.
    Reif, A.
    Ribases, M.
    Haavik, J.
    Franke, B.
    Sandi, C.
    Klein, M.
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