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PMID |
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TITLE |
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Genomic and phenotypic insights from an atlas of genetic effects on DNA methylation. |
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ABSTRACT |
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Characterizing genetic influences on DNA methylation (DNAm) provides an opportunity to understand mechanisms underpinning gene regulation and disease. In the present study, we describe results of DNAm quantitative trait locus (mQTL) analyses on 32,851 participants, identifying genetic variants associated with DNAm at 420,509 DNAm sites in blood. We present a database of >270,000 independent mQTLs, of which 8.5% comprise long-range (trans) associations. Identified mQTL associations explain 15-17% of the additive genetic variance of DNAm. We show that the genetic architecture of DNAm levels is highly polygenic. Using shared genetic control between distal DNAm sites, we constructed networks, identifying 405 discrete genomic communities enriched for genomic annotations and complex traits. Shared genetic variants are associated with both DNAm levels and complex diseases, but only in a minority of cases do these associations reflect causal relationships from DNAm to trait or vice versa, indicating a more complex genotype-phenotype map than previously anticipated. |
© 2021. The Author(s), under exclusive licence to Springer Nature America, Inc. |
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DATE PUBLISHED |
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HISTORY |
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PUBSTATUS |
PUBSTATUSDATE |
received |
2020/10/13 |
accepted |
2021/07/12 |
entrez |
2021/09/08 06:49 |
pubmed |
2021/09/09 06:00 |
medline |
2021/09/09 06:00 |
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AUTHORS |
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NAME |
COLLECTIVENAME |
LASTNAME |
FORENAME |
INITIALS |
AFFILIATION |
AFFILIATIONINFO |
Min JL |
|
Min |
Josine L |
JL |
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Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK. josine.min@bristol.ac.uk. |
Hemani G |
|
Hemani |
Gibran |
G |
|
Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK. |
Hannon E |
|
Hannon |
Eilis |
E |
|
University of Exeter Medical School, College of Medicine and Health, University of Exeter, Exeter, UK. |
Dekkers KF |
|
Dekkers |
Koen F |
KF |
|
Molecular Epidemiology, Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, the Netherlands. |
Castillo-Fernandez J |
|
Castillo-Fernandez |
Juan |
J |
|
Department of Twin Research and Genetic Epidemiology, King's College London, London, UK. |
Luijk R |
|
Luijk |
René |
R |
|
Molecular Epidemiology, Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, the Netherlands. |
Carnero-Montoro E |
|
Carnero-Montoro |
Elena |
E |
|
Pfizer-University of Granada-Andalusian Government Center for Genomics and Oncological Research, Granada, Spain. |
Lawson DJ |
|
Lawson |
Daniel J |
DJ |
|
Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK. |
Burrows K |
|
Burrows |
Kimberley |
K |
|
Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK. |
Suderman M |
|
Suderman |
Matthew |
M |
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Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK. |
Bretherick AD |
|
Bretherick |
Andrew D |
AD |
|
MRC Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK. |
Richardson TG |
|
Richardson |
Tom G |
TG |
|
Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK. |
Klughammer J |
|
Klughammer |
Johanna |
J |
|
CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria. |
Iotchkova V |
|
Iotchkova |
Valentina |
V |
|
MRC Weatherall Institute of Molecular Medicine, Oxford, UK. |
Sharp G |
|
Sharp |
Gemma |
G |
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Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK. |
Al Khleifat A |
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Al Khleifat |
Ahmad |
A |
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Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, London, UK. |
Shatunov A |
|
Shatunov |
Aleksey |
A |
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Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, London, UK. |
Iacoangeli A |
|
Iacoangeli |
Alfredo |
A |
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Department of Biostatistics and Health Informatics, King's College London, London, UK. |
McArdle WL |
|
McArdle |
Wendy L |
WL |
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Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK. |
Ho KM |
|
Ho |
Karen M |
KM |
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Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK. |
Kumar A |
|
Kumar |
Ashish |
A |
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University of Basel, Basel, Switzerland. |
Söderhäll C |
|
Söderhäll |
Cilla |
C |
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Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden. |
Soriano-Tárraga C |
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Soriano-Tárraga |
Carolina |
C |
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Neurology Department, Hospital del Mar, Institut Hospital del Mar d'Investigacions Mèdiques, Barcelona, Spain. |
Giralt-Steinhauer E |
|
Giralt-Steinhauer |
Eva |
E |
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Neurology Department, Hospital del Mar, Institut Hospital del Mar d'Investigacions Mèdiques, Barcelona, Spain. |
Kazmi N |
|
Kazmi |
Nabila |
N |
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Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK. |
Mason D |
|
Mason |
Dan |
D |
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Bradford Institute for Health Research, Bradford, UK. |
McRae AF |
|
McRae |
Allan F |
AF |
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Institute for Molecular Bioscience, University of Queensland, Brisbane, Australia. |
Corcoran DL |
|
Corcoran |
David L |
DL |
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Center for Genomic and Computational Biology, Duke University, Durham, NC, USA. |
Sugden K |
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Sugden |
Karen |
K |
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Department of Psychology and Neuroscience, Duke University, Durham, NC, USA. |
Kasela S |
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Kasela |
Silva |
S |
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Estonian Genome Center, Institute of Genomics, University of Tartu, Tartu, Estonia. |
Cardona A |
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Cardona |
Alexia |
A |
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Department of Genetics, University of Cambridge, Cambridge, UK. |
Day FR |
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Day |
Felix R |
FR |
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MRC Epidemiology Unit, School of Clinical Medicine, Institute of Metabolic Science, University of Cambridge, Cambridge, UK. |
Cugliari G |
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Cugliari |
Giovanni |
G |
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Italian Institute for Genomic Medicine, Turin, Italy. |
Viberti C |
|
Viberti |
Clara |
C |
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Italian Institute for Genomic Medicine, Turin, Italy. |
Guarrera S |
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Guarrera |
Simonetta |
S |
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Italian Institute for Genomic Medicine, Turin, Italy. |
Lerro M |
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Lerro |
Michael |
M |
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Dalla Lana School of Public Health, University of Toronto, Toronto, Canada. |
Gupta R |
|
Gupta |
Richa |
R |
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Department of Public Health, Faculty of Medicine, University of Helsinki, Helsinki, Finland. |
Bollepalli S |
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Bollepalli |
Sailalitha |
S |
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Department of Public Health, Faculty of Medicine, University of Helsinki, Helsinki, Finland. |
Mandaviya P |
|
Mandaviya |
Pooja |
P |
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Department of Internal Medicine, Erasmus University Medical Center, Rotterdam, the Netherlands. |
Zeng Y |
|
Zeng |
Yanni |
Y |
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Guangdong Province Key Laboratory of Brain Function and Disease, Zhongshan School of Medicine, Sun Yat-Sen University, Guangzhou, China. |
Clarke TK |
|
Clarke |
Toni-Kim |
TK |
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Division of Psychiatry, Royal Edinburgh Hospital, University of Edinburgh, Edinburgh, UK. |
Walker RM |
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Walker |
Rosie M |
RM |
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Centre for Cognitive Ageing and Cognitive Epidemiology, Department of Psychology, University of Edinburgh, Edinburgh, UK. |
Schmoll V |
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Schmoll |
Vanessa |
V |
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Department of Translational Research in Psychiatry, Max-Planck-Institute of Psychiatry, Munich, Germany. |
Czamara D |
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Czamara |
Darina |
D |
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Department of Translational Research in Psychiatry, Max-Planck-Institute of Psychiatry, Munich, Germany. |
Ruiz-Arenas C |
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Ruiz-Arenas |
Carlos |
C |
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CIBER Epidemiología y Salud Pública, Madrid, Spain. |
Rezwan FI |
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Rezwan |
Faisal I |
FI |
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Department of Computer Science, Aberystwyth University, Aberystwyth, UK. |
Marioni RE |
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Marioni |
Riccardo E |
RE |
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Centre for Cognitive Ageing and Cognitive Epidemiology, Department of Psychology, University of Edinburgh, Edinburgh, UK. |
Lin T |
|
Lin |
Tian |
T |
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Institute for Molecular Bioscience, University of Queensland, Brisbane, Australia. |
Awaloff Y |
|
Awaloff |
Yvonne |
Y |
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Department of Translational Research in Psychiatry, Max-Planck-Institute of Psychiatry, Munich, Germany. |
Germain M |
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Germain |
Marine |
M |
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INSERM UMR_S 1219, Bordeaux Population Health Center, University of Bordeaux, Bordeaux, France. |
Aïssi D |
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Aïssi |
Dylan |
D |
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Department of General and Interventional Cardiology, University Heart Center Hamburg, Hamburg, Germany. |
Zwamborn R |
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Zwamborn |
Ramona |
R |
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Department of Neurology, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, the Netherlands. |
van Eijk K |
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van Eijk |
Kristel |
K |
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Department of Neurology, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, the Netherlands. |
Dekker A |
|
Dekker |
Annelot |
A |
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Department of Neurology, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, the Netherlands. |
van Dongen J |
|
van Dongen |
Jenny |
J |
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Department of Biological Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands. |
Hottenga JJ |
|
Hottenga |
Jouke-Jan |
JJ |
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Department of Biological Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands. |
Willemsen G |
|
Willemsen |
Gonneke |
G |
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Department of Biological Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands. |
Xu CJ |
|
Xu |
Cheng-Jian |
CJ |
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CiiM and TWINCORE, Hannover Medical School and Helmholtz Centre for Infection Research, Hannover, Germany. |
Barturen G |
|
Barturen |
Guillermo |
G |
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Pfizer-University of Granada-Andalusian Government Center for Genomics and Oncological Research, Granada, Spain. |
Català-Moll F |
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Català-Moll |
Francesc |
F |
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Chromatin and Disease Group, Cancer Epigenetics and Biology Programme, Bellvitge Biomedical Research Institute, Barcelona, Spain. |
Kerick M |
|
Kerick |
Martin |
M |
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Instituto de Parasitología y Biomedicina López Neyra, CSIC, Granada, Spain. |
Wang C |
|
Wang |
Carol |
C |
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School of Medicine and Public Health, College of Health, Medicine and Wellbeing, University of Newcastle, Newcastle, Australia. |
Melton P |
|
Melton |
Phillip |
P |
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School of Pharmacy and Biomedical Sciences, Faculty of Health Sciences, Curtin University, Perth, Australia. |
Elliott HR |
|
Elliott |
Hannah R |
HR |
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Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK. |
Shin J |
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Shin |
Jean |
J |
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The Hospital for Sick Children, University of Toronto, Toronto, Canada. |
Bernard M |
|
Bernard |
Manon |
M |
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The Hospital for Sick Children, University of Toronto, Toronto, Canada. |
Yet I |
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Yet |
Idil |
I |
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Department of Bioinformatics, Institute of Health Sciences, Hacettepe University, Ankara, Turkey. |
Smart M |
|
Smart |
Melissa |
M |
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Institute for Social and Economic Research, University of Essex, Colchester, UK. |
Gorrie-Stone T |
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Gorrie-Stone |
Tyler |
T |
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School of Life Sciences, University of Essex, Colchester, UK. |
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BIOS Consortium |
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Shaw C |
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Shaw |
Chris |
C |
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Department of Neurology, King's College Hospital, London, UK. |
Al Chalabi A |
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Al Chalabi |
Ammar |
A |
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United Kingdom Dementia Research Institute, King's College London, London, UK. |
Ring SM |
|
Ring |
Susan M |
SM |
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Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK. |
Pershagen G |
|
Pershagen |
Göran |
G |
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Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden. |
Melén E |
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Melén |
Erik |
E |
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Department of Clinical Science and Education, Södersjukhuset, Karolinska Institutet, Stockholm, Sweden. |
Jiménez-Conde J |
|
Jiménez-Conde |
Jordi |
J |
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Neurology Department, Hospital del Mar, Institut Hospital del Mar d'Investigacions Mèdiques, Barcelona, Spain. |
Roquer J |
|
Roquer |
Jaume |
J |
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Neurology Department, Hospital del Mar, Institut Hospital del Mar d'Investigacions Mèdiques, Barcelona, Spain. |
Lawlor DA |
|
Lawlor |
Deborah A |
DA |
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Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK. |
Wright J |
|
Wright |
John |
J |
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Bradford Institute for Health Research, Bradford, UK. |
Martin NG |
|
Martin |
Nicholas G |
NG |
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QIMR Berghofer Medical Research Institute, Brisbane, Australia. |
Montgomery GW |
|
Montgomery |
Grant W |
GW |
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Institute for Molecular Bioscience, University of Queensland, Brisbane, Australia. |
Moffitt TE |
|
Moffitt |
Terrie E |
TE |
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Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK. |
Poulton R |
|
Poulton |
Richie |
R |
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Dunedin Multidisciplinary Health and Development Research Unit, Department of Psychology, University of Otago, Dunedin, New Zealand. |
Esko T |
|
Esko |
Tõnu |
T |
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Program in Medical and Population Genetics, Broad Institute, Cambridge, MA, USA. |
Milani L |
|
Milani |
Lili |
L |
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Estonian Genome Center, Institute of Genomics, University of Tartu, Tartu, Estonia. |
Metspalu A |
|
Metspalu |
Andres |
A |
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Estonian Genome Center, Institute of Genomics, University of Tartu, Tartu, Estonia. |
Perry JRB |
|
Perry |
John R B |
JRB |
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MRC Epidemiology Unit, School of Clinical Medicine, Institute of Metabolic Science, University of Cambridge, Cambridge, UK. |
Ong KK |
|
Ong |
Ken K |
KK |
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MRC Epidemiology Unit, School of Clinical Medicine, Institute of Metabolic Science, University of Cambridge, Cambridge, UK. |
Wareham NJ |
|
Wareham |
Nicholas J |
NJ |
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MRC Epidemiology Unit, School of Clinical Medicine, Institute of Metabolic Science, University of Cambridge, Cambridge, UK. |
Matullo G |
|
Matullo |
Giuseppe |
G |
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Italian Institute for Genomic Medicine, Turin, Italy. |
Sacerdote C |
|
Sacerdote |
Carlotta |
C |
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Piemonte Centre for Cancer Prevention, Turin, Italy. |
Panico S |
|
Panico |
Salvatore |
S |
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Dipartimento Di Medicina Clinica E Chirurgia, Federico II University, Naples, Italy. |
Caspi A |
|
Caspi |
Avshalom |
A |
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Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK. |
Arseneault L |
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Arseneault |
Louise |
L |
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Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK. |
Gagnon F |
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Gagnon |
France |
F |
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Dalla Lana School of Public Health, University of Toronto, Toronto, Canada. |
Ollikainen M |
|
Ollikainen |
Miina |
M |
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Department of Public Health, Faculty of Medicine, University of Helsinki, Helsinki, Finland. |
Kaprio J |
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Kaprio |
Jaakko |
J |
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Department of Public Health, Faculty of Medicine, University of Helsinki, Helsinki, Finland. |
Felix JF |
|
Felix |
Janine F |
JF |
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Department of Pediatrics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands. |
Rivadeneira F |
|
Rivadeneira |
Fernando |
F |
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Department of Internal Medicine, Erasmus University Medical Center, Rotterdam, the Netherlands. |
Tiemeier H |
|
Tiemeier |
Henning |
H |
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Department of Social and Behavioral Science, Harvard TH Chan School of Public Health, Boston, MA, USA. |
van IJzendoorn MH |
|
van IJzendoorn |
Marinus H |
MH |
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Department of Clinical, Educational and Health Psychology, Division on Psychology and Language Sciences, Faculty of Brain Sciences, University College London, London, UK. |
Uitterlinden AG |
|
Uitterlinden |
André G |
AG |
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Department of Internal Medicine, Erasmus University Medical Center, Rotterdam, the Netherlands. |
Jaddoe VWV |
|
Jaddoe |
Vincent W V |
VWV |
|
Department of Pediatrics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands. |
Haley C |
|
Haley |
Chris |
C |
|
MRC Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK. |
McIntosh AM |
|
McIntosh |
Andrew M |
AM |
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Centre for Cognitive Ageing and Cognitive Epidemiology, Department of Psychology, University of Edinburgh, Edinburgh, UK. |
Evans KL |
|
Evans |
Kathryn L |
KL |
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Centre for Cognitive Ageing and Cognitive Epidemiology, Department of Psychology, University of Edinburgh, Edinburgh, UK. |
Murray A |
|
Murray |
Alison |
A |
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Institute of Medical Sciences, University of Aberdeen, Aberdeen, UK. |
Räikkönen K |
|
Räikkönen |
Katri |
K |
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Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland. |
Lahti J |
|
Lahti |
Jari |
J |
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Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland. |
Nohr EA |
|
Nohr |
Ellen A |
EA |
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Centre of Women's, Family and Child Health, University of South-Eastern Norway, Kongsberg, Norway. |
Sørensen TIA |
|
Sørensen |
Thorkild I A |
TIA |
|
Department of Public Health (Section of Epidemiology), Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark. |
Hansen T |
|
Hansen |
Torben |
T |
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The Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark. |
Morgen CS |
|
Morgen |
Camilla S |
CS |
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The National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark. |
Binder EB |
|
Binder |
Elisabeth B |
EB |
|
Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA. |
Lucae S |
|
Lucae |
Susanne |
S |
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Department of Translational Research in Psychiatry, Max-Planck-Institute of Psychiatry, Munich, Germany. |
Gonzalez JR |
|
Gonzalez |
Juan Ramon |
JR |
|
CIBER Epidemiología y Salud Pública, Madrid, Spain. |
Bustamante M |
|
Bustamante |
Mariona |
M |
|
Center for Genomic Regulation, Barcelona Institute of Science and Technology, Barcelona, Spain. |
Sunyer J |
|
Sunyer |
Jordi |
J |
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Hospital del Mar Medical Research Institute, Barcelona, Spain. |
Holloway JW |
|
Holloway |
John W |
JW |
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Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK. |
Karmaus W |
|
Karmaus |
Wilfried |
W |
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Division of Epidemiology, Biostatistics, and Environmental Health Sciences, School of Public Health, University of Memphis, Memphis, TN, USA. |
Zhang H |
|
Zhang |
Hongmei |
H |
|
Division of Epidemiology, Biostatistics, and Environmental Health Sciences, School of Public Health, University of Memphis, Memphis, TN, USA. |
Deary IJ |
|
Deary |
Ian J |
IJ |
|
Centre for Cognitive Ageing and Cognitive Epidemiology, Department of Psychology, University of Edinburgh, Edinburgh, UK. |
Wray NR |
|
Wray |
Naomi R |
NR |
|
Queensland Brain Institute, University of Queensland, Brisbane, Australia. |
Starr JM |
|
Starr |
John M |
JM |
|
Alzheimer Scotland Dementia Research Centre, University of Edinburgh, Edinburgh, UK. |
Beekman M |
|
Beekman |
Marian |
M |
|
Molecular Epidemiology, Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, the Netherlands. |
van Heemst D |
|
van Heemst |
Diana |
D |
|
Department of Gerontology and Geriatrics, Leiden University Medical Center, Leiden, the Netherlands. |
Slagboom PE |
|
Slagboom |
P Eline |
PE |
|
Molecular Epidemiology, Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, the Netherlands. |
Morange PE |
|
Morange |
Pierre-Emmanuel |
PE |
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C2VN, Aix-Marseille University, INSERM, INRAE, Marseille, France. |
Trégouët DA |
|
Trégouët |
David-Alexandre |
DA |
|
INSERM UMR_S 1219, Bordeaux Population Health Center, University of Bordeaux, Bordeaux, France. |
Veldink JH |
|
Veldink |
Jan H |
JH |
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Department of Neurology, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, the Netherlands. |
Davies GE |
|
Davies |
Gareth E |
GE |
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Avera Institute for Human Genetics, Sioux Falls, SD, USA. |
de Geus EJC |
|
de Geus |
Eco J C |
EJC |
|
Department of Biological Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands. |
Boomsma DI |
|
Boomsma |
Dorret I |
DI |
|
Department of Biological Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands. |
Vonk JM |
|
Vonk |
Judith M |
JM |
|
University of Groningen, University Medical Center Groningen, Department of Epidemiology, GRIAC Research Institute Groningen, Groningen, the Netherlands. |
Brunekreef B |
|
Brunekreef |
Bert |
B |
|
Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands. |
Koppelman GH |
|
Koppelman |
Gerard H |
GH |
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University of Groningen, University Medical Center Groningen, Department of Pediatric Pulmonology and Pediatric Allergology, Beatrix Children's Hospital, GRIAC Research Institute Groningen, Groningen, the Netherlands. |
Alarcón-Riquelme ME |
|
Alarcón-Riquelme |
Marta E |
ME |
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Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden. |
Huang RC |
|
Huang |
Rae-Chi |
RC |
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Telethon Kids Institute, University of Western Australia, Perth, Australia. |
Pennell CE |
|
Pennell |
Craig E |
CE |
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School of Medicine and Public Health, College of Health, Medicine and Wellbeing, University of Newcastle, Newcastle, Australia. |
van Meurs J |
|
van Meurs |
Joyce |
J |
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Department of Internal Medicine, Erasmus University Medical Center, Rotterdam, the Netherlands. |
Ikram MA |
|
Ikram |
M Arfan |
MA |
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Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands. |
Hughes AD |
|
Hughes |
Alun D |
AD |
|
UCL Institute of Cardiovascular Science, London, UK. |
Tillin T |
|
Tillin |
Therese |
T |
|
UCL Institute of Cardiovascular Science, London, UK. |
Chaturvedi N |
|
Chaturvedi |
Nish |
N |
|
UCL Institute of Cardiovascular Science, London, UK. |
Pausova Z |
|
Pausova |
Zdenka |
Z |
|
The Hospital for Sick Children, University of Toronto, Toronto, Canada. |
Paus T |
|
Paus |
Tomas |
T |
|
Departments of Psychology and Psychiatry, University of Toronto, Toronto, Canada. |
Spector TD |
|
Spector |
Timothy D |
TD |
|
Department of Twin Research and Genetic Epidemiology, King's College London, London, UK. |
Kumari M |
|
Kumari |
Meena |
M |
|
Institute for Social and Economic Research, University of Essex, Colchester, UK. |
Schalkwyk LC |
|
Schalkwyk |
Leonard C |
LC |
|
School of Life Sciences, University of Essex, Colchester, UK. |
Visscher PM |
|
Visscher |
Peter M |
PM |
|
Queensland Brain Institute, University of Queensland, Brisbane, Australia. |
Davey Smith G |
|
Davey Smith |
George |
G |
|
Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK. |
Bock C |
|
Bock |
Christoph |
C |
|
Institute of Artificial Intelligence and Decision Support, Center for Medical Statistics, Informatics, and Intelligent Systems, Medical University of Vienna, Vienna, Austria. |
Gaunt TR |
|
Gaunt |
Tom R |
TR |
|
Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK. |
Bell JT |
|
Bell |
Jordana T |
JT |
|
Department of Twin Research and Genetic Epidemiology, King's College London, London, UK. |
Heijmans BT |
|
Heijmans |
Bastiaan T |
BT |
|
Molecular Epidemiology, Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, the Netherlands. |
Mill J |
|
Mill |
Jonathan |
J |
|
University of Exeter Medical School, College of Medicine and Health, University of Exeter, Exeter, UK. |
Relton CL |
|
Relton |
Caroline L |
CL |
|
Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK. |
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INVESTIGATORS |
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JOURNAL |
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VOLUME: 53 |
ISSUE: 9 |
TITLE: Nature genetics |
ISOABBREVIATION: Nat Genet |
YEAR: 2021 |
MONTH: Sep |
DAY: |
MEDLINEDATE: |
SEASON: |
CITEDMEDIUM: Internet |
ISSN: 1546-1718 |
ISSNTYPE: Electronic |
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MEDLINE JOURNAL |
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MEDLINETA: Nat Genet |
COUNTRY: United States |
ISSNLINKING: 1061-4036 |
NLMUNIQUEID: 9216904 |
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PUBLICATION TYPE |
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PUBLICATIONTYPE TEXT |
Journal Article |
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COMMENTS AND CORRECTIONS |
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GRANTS |
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GRANTID |
AGENCY |
COUNTRY |
529051021 |
ZonMw (Netherlands Organisation for Health Research and Development) |
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MR/R005176/1 |
RCUK | Medical Research Council (MRC) |
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208806/Z/17/Z |
Wellcome Trust (Wellcome) |
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doc fellowship |
Österreichischen Akademie der Wissenschaften (Austrian Academy of Sciences) |
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ES/N000404/1 |
RCUK | Economic and Social Research Council (ESRC) |
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MC_UU_00011/1 |
RCUK | Medical Research Council (MRC) |
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C18281/A191169 |
Cancer Research UK (CRUK) |
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MC_UU_00011/4 |
RCUK | Medical Research Council (MRC) |
|
MC_UU_00011/5 |
RCUK | Medical Research Council (MRC) |
|
BB/S020845/1 |
RCUK | Biotechnology and Biological Sciences Research Council (BBSRC) |
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MR/M008924/1 |
RCUK | Medical Research Council (MRC) |
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MR/K013807/1 |
RCUK | Medical Research Council (MRC) |
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208806/Z/17/Z |
Royal Society |
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204979/Z/16/Z |
Wellcome Trust (Wellcome) |
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208806/Z/17/Z |
Wellcome Trust |
United Kingdom |
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GENERAL NOTE |
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KEYWORDS |
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MESH HEADINGS |
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SUPPLEMENTARY MESH |
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GENE SYMBOLS |
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CHEMICALS |
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OTHER ID's |
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