The ENIGMA Consortium: large-scale collaborative analyses of neuroimaging and genetic data

P.M. Thompson; J.L. Stein; S.E. Medland; D.P. Hibar; A.A. Vasquez; M.E. Renteria; R. Toro; N. Jahanshad; G. Schumann; B. Franke; M.J. Wright; N.G. Martin; I. Agartz; M. Alda; S. Alhusaini; L. Almasy; J. Almeida; K. Alpert; N.C. Andreasen; O.A. Andreassen; L.G. Apostolova; K. Appel; N.J. Armstrong; B. Aribisala; M.E. Bastin; M. Bauer; C.E. Bearden; O. Bergmann; E.B. Binder; J. Blangero; H.J. Bockholt; E. Boen; C. Bois; D.I. Boomsma; T. Booth; I.J. Bowman; J. Bralten; R.M. Brouwer; H.G. Brunner; D.G. Brohawn; R.L. Buckner; J. Buitelaar; K. Bulayeva; J.R. Bustillo; V.D. Calhoun; D.M. Cannon; R.M. Cantor; M.A. Carless; X. Caseras; G.L. Cavalleri; M.M. Chakravarty; K.D. Chang; C.R. Ching; A. Christoforou; S. Cichon; V.P. Clark; P. Conrod; G. Coppola; B. Crespo-Facorro; J.E. Curran; M. Czisch; I.J. Deary; E.J. de Geus; A. den Braber; G. Delvecchio; C. Depondt; L. de Haan; G.I. de Zubicaray; D. Dima; R. Dimitrova; S. Djurovic; H. Dong; G. Donohoe; R. Duggirala; T.D. Dyer; S. Ehrlich; C.J. Ekman; T. Elvsashagen; L. Emsell; S. Erk; T. Espeseth; J. Fagerness; S. Fears; I. Fedko; G. Fernandez; S.E. Fisher; T. Foroud; P.T. Fox; C. Francks; S. Frangou; E.M. Frey; T. Frodl; V. Frouin; H. Garavan; S. Giddaluru; D.C. Glahn; B. Godlewska; R.Z. Goldstein; R.L. Gollub; H.J. Grabe; O. Grimm; O. Gruber; T. Guadalupe; R.E. Gur; R.C. Gur; H.H. Goring; S. Hagenaars; T. Hajek; G.B. Hall; J. Hall; J. Hardy; C.A. Hartman; J. Hass; S.N. Hatton; U.K. Haukvik; K. Hegenscheid; A. Heinz; I.B. Hickie; B.C. Ho; D. Hoehn; P.J. Hoekstra; M. Hollinshead; A.J. Holmes; G. Homuth; M. Hoogman; L.E. Hong; N. Hosten; J.J. Hottenga; H.E. Hulshoff Pol; K.S. Hwang; C.R. Jack; M. Jenkinson; C. Johnston; E.G. Jonsson; R.S. Kahn; D. Kasperaviciute; S. Kelly; S. Kim; P. Kochunov; L. Koenders; B. Kramer; J.B. Kwok; J. Lagopoulos; G. Laje; M. Landen; B.A. Landman; J. Lauriello; S.M. Lawrie; P.H. Lee; S. Le Hellard; H. Lemaitre; C.D. Leonardo; C.S. Li; B. Liberg; D.C. Liewald; X. Liu; L.M. Lopez; E. Loth; A. Lourdusamy; M. Luciano; F. Macciardi; M.W. Machielsen; G.M. Macqueen; U.F. Malt; R. Mandl; D.S. Manoach; J.L. Martinot; M. Matarin; K.A. Mather; M. Mattheisen; M. Mattingsdal; A. Meyer-Lindenberg; C. McDonald; A.M. McIntosh; F.J. McMahon; K.L. McMahon; E. Meisenzahl; I. Melle; Y. Milaneschi; S. Mohnke; G.W. Montgomery; D.W. Morris; E.K. Moses; B.A. Mueller; S. Munoz Maniega; T.W. Muhleisen; B. Muller-Myhsok; B. Mwangi; M. Nauck; K. Nho; T.E. Nichols; L.G. Nilsson; A.C. Nugent; L. Nyberg; R.L. Olvera; J. Oosterlaan; R.A. Ophoff; M. Pandolfo; M. Papalampropoulou-Tsiridou; M. Papmeyer; T. Paus; Z. Pausova; G.D. Pearlson; B.W. Penninx; C.P. Peterson; A. Pfennig; M. Phillips; G.B. Pike; J.B. Poline; S.G. Potkin; B. Putz; A. Ramasamy; J. Rasmussen; M. Rietschel; M. Rijpkema; S.L. Risacher; J.L. Roffman; R. Roiz-Santianez; N. Romanczuk-Seiferth; E.J. Rose; N.A. Royle; D. Rujescu; M. Ryten; P.S. Sachdev; A. Salami; T.D. Satterthwaite; J. Savitz; A.J. Saykin; C. Scanlon; L. Schmaal; H.G. Schnack; A.J. Schork; S.C. Schulz; R. Schur; L. Seidman; L. Shen; J.M. Shoemaker; A. Simmons; S.M. Sisodiya; C. Smith; J.W. Smoller; J.C. Soares; S.R. Sponheim; E. Sprooten; J.M. Starr; V.M. Steen; S. Strakowski; L. Strike; J. Sussmann; P.G. Samann; A. Teumer; A.W. Toga; D. Tordesillas-Gutierrez; D. Trabzuni; S. Trost; J. Turner; M. Van den Heuvel; N.J. van der Wee; K. van Eijk; T.G. van Erp; N.E. van Haren; D. van 't Ent; M.J. van Tol; M.C. Valdes Hernandez; D.J. Veltman; A. Versace; H. Volzke; R. Walker; H. Walter; L. Wang; J.M. Wardlaw; M.E. Weale; M.W. Weiner; W. Wen; L.T. Westlye; H.C. Whalley; C.D. Whelan; T. White; A.M. Winkler; K. Wittfeld; G. Woldehawariat; C. Wolf; D. Zilles; M.P. Zwiers; A. Thalamuthu; P.R. Schofield; N.B. Freimer; N.S. Lawrence; W. Drevets

doi:10.1007/s11682-013-9269-5

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The ENIGMA Consortium: large-scale collaborative analyses of neuroimaging and genetic data

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The ENIGMA Consortium: large-scale collaborative analyses of neuroimaging and genetic data

P.M. Thompson, J.L. Stein, S.E. Medland, D.P. Hibar, A.A. Vasquez, M.E. Renteria, R. Toro, N. Jahanshad, G. Schumann, B. Franke, …

Brain Imaging and Behavior, Vol.8(2), pp.153-182

2014

DOI: https://doi.org/10.1007/s11682-013-9269-5

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Abstract

The Enhancing NeuroImaging Genetics through Meta-Analysis (ENIGMA) Consortium is a collaborative network of researchers working together on a range of large-scale studies that integrate data from 70 institutions worldwide. Organized into Working Groups that tackle questions in neuroscience, genetics, and medicine, ENIGMA studies have analyzed neuroimaging data from over 12,826 subjects. In addition, data from 12,171 individuals were provided by the CHARGE consortium for replication of findings, in a total of 24,997 subjects. By meta-analyzing results from many sites, ENIGMA has detected factors that affect the brain that no individual site could detect on its own, and that require larger numbers of subjects than any individual neuroimaging study has currently collected. ENIGMA's first project was a genome-wide association study identifying common variants in the genome associated with hippocampal volume or intracranial volume. Continuing work is exploring genetic associations with subcortical volumes (ENIGMA2) and white matter microstructure (ENIGMA-DTI). Working groups also focus on understanding how schizophrenia, bipolar illness, major depression and attention deficit/hyperactivity disorder (ADHD) affect the brain. We review the current progress of the ENIGMA Consortium, along with challenges and unexpected discoveries made on the way.

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Title: The ENIGMA Consortium: large-scale collaborative analyses of neuroimaging and genetic data
Authors/Creators: P.M. Thompson (Author/Creator) - University of Southern California
J.L. Stein (Author/Creator)
S.E. Medland (Author/Creator)
D.P. Hibar (Author/Creator) - University of Southern California
A.A. Vasquez (Author/Creator) - Radboud University Nijmegen
M.E. Renteria (Author/Creator) - QIMR Berghofer Medical Research Institute
R. Toro (Author/Creator) - Institut Pasteur
N. Jahanshad (Author/Creator) - University of Southern California
G. Schumann (Author/Creator) - King's College London
B. Franke (Author/Creator) - Radboud University Nijmegen
M.J. Wright (Author/Creator) - QIMR Berghofer Medical Research Institute
N.G. Martin (Author/Creator) - QIMR Berghofer Medical Research Institute
I. Agartz (Author/Creator) - Karolinska Institutet
M. Alda (Author/Creator) - Dalhousie University
S. Alhusaini (Author/Creator) - McGill University
L. Almasy (Author/Creator) - Texas Biomedical Research Institute
J. Almeida (Author/Creator)
K. Alpert (Author/Creator) - Northwestern University
N.C. Andreasen (Author/Creator) - University of Iowa
O.A. Andreassen (Author/Creator) - University of Oslo
L.G. Apostolova (Author/Creator) - University of California, Los Angeles
K. Appel (Author/Creator) - Universität Greifswald
N.J. Armstrong (Author/Creator) - The University of Sydney
B. Aribisala (Author/Creator) - University of Edinburgh
M.E. Bastin (Author/Creator) - University of Edinburgh
M. Bauer (Author/Creator) - Technische Universität Dresden
C.E. Bearden (Author/Creator) - University of California, Los Angeles
O. Bergmann (Author/Creator)
E.B. Binder (Author/Creator) - Max Planck Society
J. Blangero (Author/Creator) - Texas Biomedical Research Institute
H.J. Bockholt (Author/Creator)
E. Boen (Author/Creator)
C. Bois (Author/Creator) - University of Edinburgh
D.I. Boomsma (Author/Creator) - Vrije Universiteit Amsterdam
T. Booth (Author/Creator) - University of Edinburgh
I.J. Bowman (Author/Creator) - University of Southern California
J. Bralten (Author/Creator) - Radboud University Nijmegen
R.M. Brouwer (Author/Creator) - Utrecht University
H.G. Brunner (Author/Creator) - Radboud University Nijmegen
D.G. Brohawn (Author/Creator) - Harvard University
R.L. Buckner (Author/Creator) - Harvard University
J. Buitelaar (Author/Creator) - Radboud University Nijmegen
K. Bulayeva (Author/Creator) - Russian Academy of Sciences
J.R. Bustillo (Author/Creator) - University of New Mexico
V.D. Calhoun (Author/Creator) - University of New Mexico
D.M. Cannon (Author/Creator) - Ollscoil na Gaillimhe – University of Galway
R.M. Cantor (Author/Creator) - University of California, Los Angeles
M.A. Carless (Author/Creator) - Texas Biomedical Research Institute
X. Caseras (Author/Creator) - Cardiff University
G.L. Cavalleri (Author/Creator) - Royal College of Surgeons in Ireland
M.M. Chakravarty (Author/Creator) - University of Toronto
K.D. Chang (Author/Creator) - Stanford University
C.R. Ching (Author/Creator) - University of Southern California
A. Christoforou (Author/Creator)
S. Cichon (Author/Creator) - University of Basel
V.P. Clark (Author/Creator) - University of New Mexico
P. Conrod (Author/Creator) - Université de Montréal
G. Coppola (Author/Creator) - University of California, Los Angeles
B. Crespo-Facorro (Author/Creator)
J.E. Curran (Author/Creator) - Texas Biomedical Research Institute
M. Czisch (Author/Creator) - Max Planck Society
I.J. Deary (Author/Creator) - University of Edinburgh
E.J. de Geus (Author/Creator) - Vrije Universiteit Amsterdam
A. den Braber (Author/Creator)
G. Delvecchio (Author/Creator) - King's College London
C. Depondt (Author/Creator) - Université Libre de Bruxelles
L. de Haan (Author/Creator) - Vrije Universiteit Amsterdam
G.I. de Zubicaray (Author/Creator) - The University of Queensland
D. Dima (Author/Creator) - King's College London
R. Dimitrova (Author/Creator) - University of Edinburgh
S. Djurovic (Author/Creator) - University of Oslo
H. Dong (Author/Creator) - University of Southern California
G. Donohoe (Author/Creator) - Ollscoil na Gaillimhe – University of Galway
R. Duggirala (Author/Creator) - Texas Biomedical Research Institute
T.D. Dyer (Author/Creator) - Texas Biomedical Research Institute
S. Ehrlich (Author/Creator) - Technische Universität Dresden
C.J. Ekman (Author/Creator) - Karolinska Institutet
T. Elvsashagen (Author/Creator) - University of Oslo
L. Emsell (Author/Creator) - Ollscoil na Gaillimhe – University of Galway
S. Erk (Author/Creator) - Charité - Universitätsmedizin Berlin
T. Espeseth (Author/Creator) - University of Oslo
J. Fagerness (Author/Creator) - Harvard University
S. Fears (Author/Creator) - University of California, Los Angeles
I. Fedko (Author/Creator) - Vrije Universiteit Amsterdam
G. Fernandez (Author/Creator) - Radboud University Nijmegen
S.E. Fisher (Author/Creator) - Radboud University Nijmegen
T. Foroud (Author/Creator) - Indiana University
P.T. Fox (Author/Creator)
C. Francks (Author/Creator) - Radboud University Nijmegen
S. Frangou (Author/Creator) - Icahn School of Medicine at Mount Sinai
E.M. Frey (Author/Creator) - University of Regensburg
T. Frodl (Author/Creator) - University of Regensburg
V. Frouin (Author/Creator)
H. Garavan (Author/Creator) - University of Vermont
S. Giddaluru (Author/Creator) - University of Bergen
D.C. Glahn (Author/Creator) - Yale University
B. Godlewska (Author/Creator) - University of Oxford
R.Z. Goldstein (Author/Creator) - Icahn School of Medicine at Mount Sinai
R.L. Gollub (Author/Creator) - Harvard University
H.J. Grabe (Author/Creator) - Universität Greifswald
O. Grimm (Author/Creator) - Heidelberg University
O. Gruber (Author/Creator) - University of Göttingen
T. Guadalupe (Author/Creator) - Max Planck Society
R.E. Gur (Author/Creator) - University of Pennsylvania
R.C. Gur (Author/Creator) - University of Pennsylvania
H.H. Goring (Author/Creator) - Texas Biomedical Research Institute
S. Hagenaars (Author/Creator) - University of Edinburgh
T. Hajek (Author/Creator) - Dalhousie University
G.B. Hall (Author/Creator) - McMaster University
J. Hall (Author/Creator) - Cardiff University
J. Hardy (Author/Creator) - University College London
C.A. Hartman (Author/Creator) - University of Groningen
J. Hass (Author/Creator) - Technische Universität Dresden
S.N. Hatton (Author/Creator) - The University of Sydney
U.K. Haukvik (Author/Creator) - University of Oslo
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I.B. Hickie (Author/Creator) - The University of Sydney
B.C. Ho (Author/Creator) - University of Iowa
D. Hoehn (Author/Creator) - Max Planck Society
P.J. Hoekstra (Author/Creator) - University of Groningen
M. Hollinshead (Author/Creator) - Harvard University
A.J. Holmes (Author/Creator) - Harvard University
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M. Hoogman (Author/Creator) - Radboud University Nijmegen
L.E. Hong (Author/Creator) - University of Maryland, Baltimore
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J.J. Hottenga (Author/Creator) - Vrije Universiteit Amsterdam
H.E. Hulshoff Pol (Author/Creator)
K.S. Hwang (Author/Creator) - Oakland University
C.R. Jack (Author/Creator) - Mayo Clinic
M. Jenkinson (Author/Creator) - University of Oxford
C. Johnston (Author/Creator) - National Health Service
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D. Kasperaviciute (Author/Creator) - University College London
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S. Kim (Author/Creator) - Indiana University
P. Kochunov (Author/Creator) - University of Maryland, Baltimore
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B. Kramer (Author/Creator) - University of Göttingen
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J. Lagopoulos (Author/Creator) - The University of Sydney
G. Laje (Author/Creator)
M. Landen (Author/Creator) - Karolinska Institutet
B.A. Landman (Author/Creator) - Vanderbilt University
J. Lauriello (Author/Creator) - University of Missouri
S.M. Lawrie (Author/Creator) - University of Edinburgh
P.H. Lee (Author/Creator) - Broad Institute
S. Le Hellard (Author/Creator) - University of Bergen
H. Lemaitre (Author/Creator) - Université Paris Cité
C.D. Leonardo (Author/Creator) - University of Southern California
C.S. Li (Author/Creator) - Yale University
B. Liberg (Author/Creator) - Karolinska Institutet
D.C. Liewald (Author/Creator) - University of Edinburgh
X. Liu (Author/Creator) - Columbia University
L.M. Lopez (Author/Creator) - University of Edinburgh
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A. Lourdusamy (Author/Creator) - University of Nottingham
M. Luciano (Author/Creator) - University of Edinburgh
F. Macciardi (Author/Creator) - University of Milan
M.W. Machielsen (Author/Creator) - Vrije Universiteit Amsterdam
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U.F. Malt (Author/Creator) - University of Oslo
R. Mandl (Author/Creator)
D.S. Manoach (Author/Creator) - Harvard University
J.L. Martinot (Author/Creator) - Université Paris Cité
M. Matarin (Author/Creator) - University College London
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A. Meyer-Lindenberg (Author/Creator) - Heidelberg University
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K. Nho (Author/Creator) - Indiana University
T.E. Nichols (Author/Creator) - University of Warwick
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A.C. Nugent (Author/Creator) - National Institutes of Health
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R.L. Olvera (Author/Creator) - The University of Texas Health Science Center at San Antonio
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B.W. Penninx (Author/Creator)
C.P. Peterson (Author/Creator) - Texas Biomedical Research Institute
A. Pfennig (Author/Creator) - Technische Universität Dresden
M. Phillips (Author/Creator) - University of Pittsburgh
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S.L. Risacher (Author/Creator) - Indiana University
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E.J. Rose (Author/Creator)
N.A. Royle (Author/Creator) - University of Edinburgh
D. Rujescu (Author/Creator) - Martin Luther University Halle-Wittenberg
M. Ryten (Author/Creator) - University College London
P.S. Sachdev (Author/Creator) - UNSW Sydney
A. Salami (Author/Creator) - Umeå University
T.D. Satterthwaite (Author/Creator) - University of Pennsylvania
J. Savitz (Author/Creator) - University of Tulsa
A.J. Saykin (Author/Creator) - Indiana University
C. Scanlon (Author/Creator) - Ollscoil na Gaillimhe – University of Galway
L. Schmaal (Author/Creator) - Vrije Universiteit Amsterdam
H.G. Schnack (Author/Creator) - Utrecht University
A.J. Schork (Author/Creator) - University of California San Diego
S.C. Schulz (Author/Creator)
R. Schur (Author/Creator) - Utrecht University
L. Seidman (Author/Creator) - Harvard University
L. Shen (Author/Creator) - Indiana University
J.M. Shoemaker (Author/Creator) - Mind Research Network
A. Simmons (Author/Creator) - King's College London
S.M. Sisodiya (Author/Creator) - University College London
C. Smith (Author/Creator) - University of Edinburgh
J.W. Smoller (Author/Creator) - Broad Institute
J.C. Soares (Author/Creator) - The University of Texas Health Science Center at Houston
S.R. Sponheim (Author/Creator) - University of Minnesota
E. Sprooten (Author/Creator) - Yale University
J.M. Starr (Author/Creator) - University of Edinburgh
V.M. Steen (Author/Creator) - University of Bergen
S. Strakowski (Author/Creator) - University of Cincinnati
L. Strike (Author/Creator) - QIMR Berghofer Medical Research Institute
J. Sussmann (Author/Creator) - University of Edinburgh
P.G. Samann (Author/Creator) - Max Planck Society
A. Teumer (Author/Creator) - Universität Greifswald
A.W. Toga (Author/Creator) - University of Southern California
D. Tordesillas-Gutierrez (Author/Creator)
D. Trabzuni (Author/Creator) - University College London
S. Trost (Author/Creator) - University of Göttingen
J. Turner (Author/Creator)
M. Van den Heuvel (Author/Creator) - Utrecht University
N.J. van der Wee (Author/Creator) - Leiden University
K. van Eijk (Author/Creator) - Utrecht University
T.G. van Erp (Author/Creator) - University of California, Irvine
N.E. van Haren (Author/Creator) - Utrecht University
D. van 't Ent (Author/Creator) - Vrije Universiteit Amsterdam
M.J. van Tol (Author/Creator) - University of Groningen
M.C. Valdes Hernandez (Author/Creator)
D.J. Veltman (Author/Creator) - Vrije Universiteit Amsterdam
A. Versace (Author/Creator) - University of Pittsburgh
H. Volzke (Author/Creator) - Universität Greifswald
R. Walker (Author/Creator) - University of Edinburgh
H. Walter (Author/Creator) - Charité - Universitätsmedizin Berlin
L. Wang (Author/Creator) - Northwestern University
J.M. Wardlaw (Author/Creator) - University of Edinburgh
M.E. Weale (Author/Creator) - King's College London
M.W. Weiner (Author/Creator) - University of California, San Francisco
W. Wen (Author/Creator) - UNSW Sydney
L.T. Westlye (Author/Creator) - University of Oslo
H.C. Whalley (Author/Creator) - University of Edinburgh
C.D. Whelan (Author/Creator) - Royal College of Surgeons in Ireland
T. White (Author/Creator) - Erasmus University Rotterdam
A.M. Winkler (Author/Creator)
K. Wittfeld (Author/Creator) - Universität Greifswald
G. Woldehawariat (Author/Creator) - National Institutes of Health
C. Wolf (Author/Creator) - Max Planck Society
D. Zilles (Author/Creator) - University of Göttingen
M.P. Zwiers (Author/Creator) - Radboud University Nijmegen
A. Thalamuthu (Author/Creator) - UNSW Sydney
P.R. Schofield (Author/Creator) - UNSW Sydney
N.B. Freimer (Author/Creator) - University of California, Los Angeles
N.S. Lawrence (Author/Creator) - University of Exeter
W. Drevets (Author/Creator) - Johnson & Johnson (United States)
Publication Details: Brain Imaging and Behavior, Vol.8(2), pp.153-182
Publisher: Springer US
Identifiers: 991005541184607891
Murdoch Affiliation: Murdoch University
Language: English
Resource Type: Journal article

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Collaboration types: Industry collaboration; Domestic collaboration; International collaboration
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