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PMID |
|
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TITLE |
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Discovery of the first genome-wide significant risk loci for attention deficit/hyperactivity disorder. |
|
ABSTRACT |
|
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Attention deficit/hyperactivity disorder (ADHD) is a highly heritable childhood behavioral disorder affecting 5% of children and 2.5% of adults. Common genetic variants contribute substantially to ADHD susceptibility, but no variants have been robustly associated with ADHD. We report a genome-wide association meta-analysis of 20,183 individuals diagnosed with ADHD and 35,191 controls that identifies variants surpassing genome-wide significance in 12 independent loci, finding important new information about the underlying biology of ADHD. Associations are enriched in evolutionarily constrained genomic regions and loss-of-function intolerant genes and around brain-expressed regulatory marks. Analyses of three replication studies: a cohort of individuals diagnosed with ADHD, a self-reported ADHD sample and a meta-analysis of quantitative measures of ADHD symptoms in the population, support these findings while highlighting study-specific differences on genetic overlap with educational attainment. Strong concordance with GWAS of quantitative population measures of ADHD symptoms supports that clinical diagnosis of ADHD is an extreme expression of continuous heritable traits. |
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DATE PUBLISHED |
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HISTORY |
|
PUBSTATUS |
PUBSTATUSDATE |
received |
2017/06/13 |
accepted |
2018/09/28 |
pubmed |
2018/11/28 06:00 |
medline |
2019/04/25 06:00 |
entrez |
2018/11/28 06:00 |
|
AUTHORS |
|
NAME |
COLLECTIVENAME |
LASTNAME |
FORENAME |
INITIALS |
AFFILIATION |
AFFILIATIONINFO |
Demontis D |
|
Demontis |
Ditte |
D |
|
Department of Biomedicine - Human Genetics, Aarhus University, Aarhus, Denmark. |
Walters RK |
|
Walters |
Raymond K |
RK |
|
Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA. |
Martin J |
|
Martin |
Joanna |
J |
|
MRC Centre for Neuropsychiatric Genetics & Genomics, School of Medicine, Cardiff University, Cardiff, UK. |
Mattheisen M |
|
Mattheisen |
Manuel |
M |
|
Department of Psychiatry, Psychosomatics and Psychotherapy, University of Wuerzburg, Wuerzburg, Germany. |
Als TD |
|
Als |
Thomas D |
TD |
|
Department of Biomedicine - Human Genetics, Aarhus University, Aarhus, Denmark. |
Agerbo E |
|
Agerbo |
Esben |
E |
|
Centre for Integrated Register-based Research, Aarhus University, Aarhus, Denmark. |
Baldursson G |
|
Baldursson |
Gísli |
G |
|
Department of Child and Adolescent Psychiatry, National University Hospital, Reykjavik, Iceland. |
Belliveau R |
|
Belliveau |
Rich |
R |
|
Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA. |
Bybjerg-Grauholm J |
|
Bybjerg-Grauholm |
Jonas |
J |
|
Center for Neonatal Screening, Department for Congenital Disorders, Statens Serum Institut, Copenhagen, Denmark. |
Bækvad-Hansen M |
|
Bækvad-Hansen |
Marie |
M |
|
Center for Neonatal Screening, Department for Congenital Disorders, Statens Serum Institut, Copenhagen, Denmark. |
Cerrato F |
|
Cerrato |
Felecia |
F |
|
Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA. |
Chambert K |
|
Chambert |
Kimberly |
K |
|
Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA. |
Churchhouse C |
|
Churchhouse |
Claire |
C |
|
Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA. |
Dumont A |
|
Dumont |
Ashley |
A |
|
Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA. |
Eriksson N |
|
Eriksson |
Nicholas |
N |
|
23andMe, Inc, Mountain View, CA, USA. |
Gandal M |
|
Gandal |
Michael |
M |
|
Department of Psychiatry, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA, USA. |
Goldstein JI |
|
Goldstein |
Jacqueline I |
JI |
|
Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA. |
Grasby KL |
|
Grasby |
Katrina L |
KL |
|
QIMR Berghofer Medical Research Institute, Brisbane, Australia. |
Grove J |
|
Grove |
Jakob |
J |
|
Bioinformatics Research Centre, Aarhus University, Aarhus, Denmark. |
Gudmundsson OO |
|
Gudmundsson |
Olafur O |
OO |
|
Faculty of Medicine, University of Iceland, Reykjavík, Iceland. |
Hansen CS |
|
Hansen |
Christine S |
CS |
|
Institute of Biological Psychiatry, MHC Sct. Hans, Mental Health Services Copenhagen, Roskilde, Denmark. |
Hauberg ME |
|
Hauberg |
Mads Engel |
ME |
|
Department of Biomedicine - Human Genetics, Aarhus University, Aarhus, Denmark. |
Hollegaard MV |
|
Hollegaard |
Mads V |
MV |
|
Center for Neonatal Screening, Department for Congenital Disorders, Statens Serum Institut, Copenhagen, Denmark. |
Howrigan DP |
|
Howrigan |
Daniel P |
DP |
|
Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA. |
Huang H |
|
Huang |
Hailiang |
H |
|
Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA. |
Maller JB |
|
Maller |
Julian B |
JB |
|
Genomics plc, Oxford, UK. |
Martin AR |
|
Martin |
Alicia R |
AR |
|
Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA. |
Martin NG |
|
Martin |
Nicholas G |
NG |
|
QIMR Berghofer Medical Research Institute, Brisbane, Australia. |
Moran J |
|
Moran |
Jennifer |
J |
|
Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA. |
Pallesen J |
|
Pallesen |
Jonatan |
J |
|
Department of Biomedicine - Human Genetics, Aarhus University, Aarhus, Denmark. |
Palmer DS |
|
Palmer |
Duncan S |
DS |
|
Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA. |
Pedersen CB |
|
Pedersen |
Carsten Bøcker |
CB |
|
Centre for Integrated Register-based Research, Aarhus University, Aarhus, Denmark. |
Pedersen MG |
|
Pedersen |
Marianne Giørtz |
MG |
|
Centre for Integrated Register-based Research, Aarhus University, Aarhus, Denmark. |
Poterba T |
|
Poterba |
Timothy |
T |
|
Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA. |
Poulsen JB |
|
Poulsen |
Jesper Buchhave |
JB |
|
Center for Neonatal Screening, Department for Congenital Disorders, Statens Serum Institut, Copenhagen, Denmark. |
Ripke S |
|
Ripke |
Stephan |
S |
|
Department of Psychiatry and Psychotherapy, Charité - Universitätsmedizin, Berlin, Germany. |
Robinson EB |
|
Robinson |
Elise B |
EB |
|
Department of Epidemiology, Harvard Chan School of Public Health, Boston, MA, USA. |
Satterstrom FK |
|
Satterstrom |
F Kyle |
FK |
|
Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA. |
Stefansson H |
|
Stefansson |
Hreinn |
H |
|
deCODE genetics/Amgen, Reykjavík, Iceland. |
Stevens C |
|
Stevens |
Christine |
C |
|
Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA. |
Turley P |
|
Turley |
Patrick |
P |
|
Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA. |
Walters GB |
|
Walters |
G Bragi |
GB |
|
Faculty of Medicine, University of Iceland, Reykjavík, Iceland. |
Won H |
|
Won |
Hyejung |
H |
|
Center for Autism Research and Treatment and Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA, USA. |
Wright MJ |
|
Wright |
Margaret J |
MJ |
|
Queensland Brain Institute, University of Queensland, Brisbane, Australia. |
|
ADHD Working Group of the Psychiatric Genomics Consortium (PGC) |
|
|
|
|
|
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Early Lifecourse & Genetic Epidemiology (EAGLE) Consortium |
|
|
|
|
|
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23andMe Research Team |
|
|
|
|
|
Andreassen OA |
|
Andreassen |
Ole A |
OA |
|
NORMENT KG Jebsen Centre for Psychosis Research, Division of Mental Health and Addiction, University of Oslo and Oslo University Hospital, Oslo, Norway. |
Asherson P |
|
Asherson |
Philip |
P |
|
Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK. |
Burton CL |
|
Burton |
Christie L |
CL |
|
Psychiatry, Neurosciences and Mental Health, The Hospital for Sick Children, University of Toronto, Toronto, Canada. |
Boomsma DI |
|
Boomsma |
Dorret I |
DI |
|
EMGO Institute for Health and Care Research, Amsterdam, The Netherlands. |
Cormand B |
|
Cormand |
Bru |
B |
|
Institut de Recerca Sant Joan de Déu (IRSJD), Esplugues de Llobregat, Barcelona, Catalonia, Spain. |
Dalsgaard S |
|
Dalsgaard |
Søren |
S |
|
National Centre for Register-Based Research, Aarhus University, Aarhus, Denmark. |
Franke B |
|
Franke |
Barbara |
B |
|
Departments of Human Genetics (855) and Psychiatry, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, The Netherlands. |
Gelernter J |
|
Gelernter |
Joel |
J |
|
Veterans Affairs Connecticut Healthcare Center, West Haven, CT, USA. |
Geschwind D |
|
Geschwind |
Daniel |
D |
|
Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA. |
Hakonarson H |
|
Hakonarson |
Hakon |
H |
|
The Center for Applied Genomics, The Children´s Hospital of Philadelphia, The Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA. |
Haavik J |
|
Haavik |
Jan |
J |
|
Haukeland University Hospital, Bergen, Norway. |
Kranzler HR |
|
Kranzler |
Henry R |
HR |
|
Veterans Integrated Service Network (VISN4) Mental Illness Research, Education, and Clinical Center (MIRECC), Crescenz VA Medical Center, Philadephia, PA, USA. |
Kuntsi J |
|
Kuntsi |
Jonna |
J |
|
Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK. |
Langley K |
|
Langley |
Kate |
K |
|
School of Psychology, Cardiff University, Cardiff, UK. |
Lesch KP |
|
Lesch |
Klaus-Peter |
KP |
|
Laboratory of Psychiatric Neurobiology, Institute of Molecular Medicine, I.M. Sechenov First Moscow State Medical University, Moscow, Russia. |
Middeldorp C |
|
Middeldorp |
Christel |
C |
|
Child and Youth Mental Health Service, Children's Health Queensland Hospital and Health Service, Brisbane, Australia. |
Reif A |
|
Reif |
Andreas |
A |
|
Department of Psychiatry, Psychosomatic Medicine and Psychotherapy, University Hospital Frankfurt, Frankfurt am Main, Germany. |
Rohde LA |
|
Rohde |
Luis Augusto |
LA |
|
ADHD Outpatient Clinic, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil. |
Roussos P |
|
Roussos |
Panos |
P |
|
Mental Illness Research Education and Clinical Center (MIRECC), James J. Peters VA Medical Center, Bronx, New York, USA. |
Schachar R |
|
Schachar |
Russell |
R |
|
Psychiatry, Neurosciences and Mental Health, The Hospital for Sick Children, University of Toronto, Toronto, Canada. |
Sklar P |
|
Sklar |
Pamela |
P |
|
Friedman Brain Institute, Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA. |
Sonuga-Barke EJS |
|
Sonuga-Barke |
Edmund J S |
EJS |
|
Institute of Psychiatry, Psychology & Neuroscience, Kings College, London, UK. |
Sullivan PF |
|
Sullivan |
Patrick F |
PF |
|
Departments of Genetics and Psychiatry, University of North Carolina, Chapel Hill, NC, USA. |
Thapar A |
|
Thapar |
Anita |
A |
|
MRC Centre for Neuropsychiatric Genetics & Genomics, School of Medicine, Cardiff University, Cardiff, UK. |
Tung JY |
|
Tung |
Joyce Y |
JY |
|
23andMe, Inc, Mountain View, CA, USA. |
Waldman ID |
|
Waldman |
Irwin D |
ID |
|
Department of Psychology, Emory University, Atlanta, GA, USA. |
Medland SE |
|
Medland |
Sarah E |
SE |
|
QIMR Berghofer Medical Research Institute, Brisbane, Australia. |
Stefansson K |
|
Stefansson |
Kari |
K |
|
Faculty of Medicine, University of Iceland, Reykjavík, Iceland. |
Nordentoft M |
|
Nordentoft |
Merete |
M |
|
Mental Health Services in the Capital Region of Denmark, Mental Health Center Copenhagen, University of Copenhagen, Copenhagen, Denmark. |
Hougaard DM |
|
Hougaard |
David M |
DM |
|
Center for Neonatal Screening, Department for Congenital Disorders, Statens Serum Institut, Copenhagen, Denmark. |
Werge T |
|
Werge |
Thomas |
T |
|
Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark. |
Mors O |
|
Mors |
Ole |
O |
|
Psychosis Research Unit, Aarhus University Hospital, Risskov, Denmark. |
Mortensen PB |
|
Mortensen |
Preben Bo |
PB |
|
Centre for Integrated Register-based Research, Aarhus University, Aarhus, Denmark. |
Daly MJ |
|
Daly |
Mark J |
MJ |
|
Institute for Molecular Medicine Finland (FIMM), Helsinki, Finland. |
Faraone SV |
|
Faraone |
Stephen V |
SV |
|
Departments of Psychiatry and Neuroscience and Physiology, SUNY Upstate Medical University, Syracuse, NY, USA. sfaraone@childpsychresearch.org. |
Børglum AD |
|
Børglum |
Anders D |
AD |
|
Department of Biomedicine - Human Genetics, Aarhus University, Aarhus, Denmark. anders@biomed.au.dk. |
Neale BM |
|
Neale |
Benjamin M |
BM |
|
Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA. bneale@broadinstitute.org. |
|
INVESTIGATORS |
|
LASTNAME |
FORENAME |
INITIALS |
AFFILIATION |
Albayrak |
Özgür |
Ö |
|
Anney |
Richard J L |
RJL |
|
Arranz |
Maria Jesús |
MJ |
|
Banaschewski |
Tobias J |
TJ |
|
Bau |
Claiton |
C |
|
Biederman |
Joseph |
J |
|
Buitelaar |
Jan K |
JK |
|
Casas |
Miguel |
M |
|
Charach |
Alice |
A |
|
Crosbie |
Jennifer |
J |
|
Dempfle |
Astrid |
A |
|
Doyle |
Alysa E |
AE |
|
Ebstein |
Richard P |
RP |
|
Elia |
Josephine |
J |
|
Freitag |
Christine |
C |
|
Föcker |
Manuel |
M |
|
Gill |
Michael |
M |
|
Grevet |
Eugenio |
E |
|
Hawi |
Ziarih |
Z |
|
Hebebrand |
Johannes |
J |
|
Herpertz-Dahlmann |
Beate |
B |
|
Hervas |
Amaia |
A |
|
Hinney |
Anke |
A |
|
Hohmann |
Sarah |
S |
|
Holmans |
Peter |
P |
|
Hutz |
Mara |
M |
|
Ickowitz |
Abel |
A |
|
Johansson |
Stefan |
S |
|
Kent |
Lindsey |
L |
|
Kittel-Schneider |
Sarah |
S |
|
Lambregts-Rommelse |
Nanda |
N |
|
Lehmkuhl |
Gerd |
G |
|
Loo |
Sandra K |
SK |
|
McGough |
James J |
JJ |
|
Meyer |
Jobst |
J |
|
Mick |
Eric |
E |
|
Middletion |
Frank |
F |
|
Miranda |
Ana |
A |
|
Mota |
Nina Roth |
NR |
|
Mulas |
Fernando |
F |
|
Mulligan |
Aisling |
A |
|
Nelson |
Freimer |
F |
|
Nguyen |
T Trang |
TT |
|
Oades |
Robert D |
RD |
|
O'Donovan |
Michael C |
MC |
|
Owen |
Michael J |
MJ |
|
Palmason |
Haukur |
H |
|
Ramos-Quiroga |
Josep Antoni |
JA |
|
Renner |
Tobias J |
TJ |
|
Ribasés |
Marta |
M |
|
Rietschel |
Marcella |
M |
|
Rivero |
Olga |
O |
|
Romanos |
Jasmin |
J |
|
Romanos |
Marcel |
M |
|
Rothenberger |
Aribert |
A |
|
Royers |
Herbert |
H |
|
Sánchez-Mora |
Christina |
C |
|
Scherag |
André |
A |
|
Schimmelmann |
Benno G |
BG |
|
Schäfer |
Helmut |
H |
|
Sergeant |
Joseph |
J |
|
Sinzig |
Judith |
J |
|
Smalley |
Susan L |
SL |
|
Steinhausen |
Hans-Christoph |
HC |
|
Thompson |
Margaret |
M |
|
Todorov |
Alexandre |
A |
|
Vasquez |
Alejandro Arias |
AA |
|
Walitza |
Susanne |
S |
|
Wang |
Yufeng |
Y |
|
Warnke |
Andreas |
A |
|
Williams |
Nigel |
N |
|
Witt |
Stephanie H |
SH |
|
Yang |
Li |
L |
|
Zayats |
Tetyana |
T |
|
Zhang-James |
Yanli |
Y |
|
Smith |
George Davey |
GD |
|
Davies |
Gareth E |
GE |
|
Ehli |
Erik A |
EA |
|
Evans |
David M |
DM |
|
Fedko |
Iryna O |
IO |
|
Greven |
Corina U |
CU |
|
Groen-Blokhuis |
Maria M |
MM |
|
Guxens |
Monica |
M |
|
Hammerschlag |
Anke R |
AR |
|
Hartman |
Catharina A |
CA |
|
Heinrich |
Joachim |
J |
|
Jan Hottenga |
Jouke |
J |
|
Hudziak |
James |
J |
|
Jugessur |
Astanand |
A |
|
Kemp |
John P |
JP |
|
Krapohl |
Eva |
E |
|
Murcia |
Mario |
M |
|
Myhre |
Ronny |
R |
|
Nolte |
Ilja M |
IM |
|
Nyholt |
Dale R |
DR |
|
Ormel |
Johan |
J |
|
Ouwens |
Klaasjan G |
KG |
|
Pappa |
Irene |
I |
|
Pennell |
Craig E |
CE |
|
Plomin |
Robert |
R |
|
Ring |
Susan |
S |
|
Standl |
Marie |
M |
|
Stergiakouli |
Evie |
E |
|
Pourcain |
Beate St |
BS |
|
Stoltenberg |
Camilla |
C |
|
Sunyer |
Jordi |
J |
|
Thiering |
Elisabeth |
E |
|
Tiemeier |
Henning |
H |
|
Tiesler |
Carla M T |
CMT |
|
Timpson |
Nicholas J |
NJ |
|
Trzaskowski |
Maciej |
M |
|
van der Most |
Peter Johannes |
PJ |
|
Vilor-Tejedor |
Natalia |
N |
|
Wang |
Carol A |
CA |
|
Whitehouse |
Andrew J O |
AJO |
|
Zhao |
Huiying |
H |
|
Agee |
Michelle |
M |
|
Alipanahi |
Babak |
B |
|
Auton |
Adam |
A |
|
Bell |
Robert K |
RK |
|
Bryc |
Katarzyna |
K |
|
Elson |
Sarah L |
SL |
|
Fontanillas |
Pierre |
P |
|
Furlotte |
Nicholas A |
NA |
|
Hinds |
David A |
DA |
|
Hromatka |
Bethann S |
BS |
|
Huber |
Karen E |
KE |
|
Kleinman |
Aaron |
A |
|
Litterman |
Nadia K |
NK |
|
McIntyre |
Matthew H |
MH |
|
Mountain |
Joanna L |
JL |
|
Northover |
Carrie A M |
CAM |
|
Pitts |
Steven J |
SJ |
|
Sathirapongsasuti |
J Fah |
JF |
|
Sazonova |
Olga V |
OV |
|
Shelton |
Janie F |
JF |
|
Shringarpure |
Suyash |
S |
|
Tian |
Chao |
C |
|
Vacic |
Vladimir |
V |
|
Wilson |
Catherine H |
CH |
|
|
JOURNAL |
|
VOLUME: 51 |
ISSUE: 1 |
TITLE: Nature genetics |
ISOABBREVIATION: Nat Genet |
YEAR: 2019 |
MONTH: 01 |
DAY: |
MEDLINEDATE: |
SEASON: |
CITEDMEDIUM: Internet |
ISSN: 1546-1718 |
ISSNTYPE: Electronic |
|
MEDLINE JOURNAL |
|
MEDLINETA: Nat Genet |
COUNTRY: United States |
ISSNLINKING: 1061-4036 |
NLMUNIQUEID: 9216904 |
|
PUBLICATION TYPE |
|
PUBLICATIONTYPE TEXT |
Journal Article |
Meta-Analysis |
Research Support, N.I.H., Extramural |
Research Support, Non-U.S. Gov't |
|
COMMENTS AND CORRECTIONS |
|
REFTYPE |
REFSOURCE |
REFPMID |
NOTE |
CommentIn |
Nat Rev Neurol. 2019 Jan;15(1):4 |
30531819 |
|
CommentIn |
Nat Rev Genet. 2019 Feb;20(2):69 |
30532079 |
|
|
GRANTS |
|
GRANTID |
AGENCY |
COUNTRY |
G0300189 |
Medical Research Council |
United Kingdom |
R01 MH094469 |
NIMH NIH HHS |
United States |
R00 MH113823 |
NIMH NIH HHS |
United States |
K01 DK114379 |
NIDDK NIH HHS |
United States |
MC_UU_00011/1 |
Medical Research Council |
United Kingdom |
S10 OD018522 |
NIH HHS |
United States |
R01 MH101519 |
NIMH NIH HHS |
United States |
R01 MH107649 |
NIMH NIH HHS |
United States |
G19/2 |
Medical Research Council |
United Kingdom |
U01 MH109536 |
NIMH NIH HHS |
United States |
|
Wellcome Trust |
United Kingdom |
U01 MH109539 |
NIMH NIH HHS |
United States |
U01 MH094432 |
NIMH NIH HHS |
United States |
MR/L010305/1 |
Medical Research Council |
United Kingdom |
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GENERAL NOTE |
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KEYWORDS |
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MESH HEADINGS |
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DESCRIPTORNAME |
QUALIFIERNAME |
Adolescent |
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Attention Deficit Disorder with Hyperactivity |
genetics |
Brain |
physiology |
Child |
physiology |
Child, Preschool |
physiology |
Cohort Studies |
physiology |
Female |
physiology |
Gene Expression Regulation |
genetics |
Genetic Loci |
genetics |
Genetic Predisposition to Disease |
genetics |
Genome-Wide Association Study |
methods |
Humans |
methods |
Male |
methods |
Polymorphism, Single Nucleotide |
genetics |
Risk |
genetics |
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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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