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The ENIGMA Consortium: large-scale collaborative analyses of neuroimaging and genetic data.
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.
2014 Jun
entrez 2014/01/09 06:00
pubmed 2014/01/09 06:00
medline 2014/12/17 06:00
Thompson PM Thompson Paul M PM Imaging Genetics Center, Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, 2001 N. Soto Street, Los Angeles, CA, 90033, USA,
Stein JL Stein Jason L JL
Medland SE Medland Sarah E SE
Hibar DP Hibar Derrek P DP
Vasquez AA Vasquez Alejandro Arias AA
Renteria ME Renteria Miguel E ME
Toro R Toro Roberto R
Jahanshad N Jahanshad Neda N
Schumann G Schumann Gunter G
Franke B Franke Barbara B
Wright MJ Wright Margaret J MJ
Martin NG Martin Nicholas G NG
Agartz I Agartz Ingrid I
Alda M Alda Martin M
Alhusaini S Alhusaini Saud S
Almasy L Almasy Laura L
Almeida J Almeida Jorge J
Alpert K Alpert Kathryn K
Andreasen NC Andreasen Nancy C NC
Andreassen OA Andreassen Ole A OA
Apostolova LG Apostolova Liana G LG
Appel K Appel Katja K
Armstrong NJ Armstrong Nicola J NJ
Aribisala B Aribisala Benjamin B
Bastin ME Bastin Mark E ME
Bauer M Bauer Michael M
Bearden CE Bearden Carrie E CE
Bergmann O Bergmann Orjan O
Binder EB Binder Elisabeth B EB
Blangero J Blangero John J
Bockholt HJ Bockholt Henry J HJ
Bøen E Bøen Erlend E
Bois C Bois Catherine C
Boomsma DI Boomsma Dorret I DI
Booth T Booth Tom T
Bowman IJ Bowman Ian J IJ
Bralten J Bralten Janita J
Brouwer RM Brouwer Rachel M RM
Brunner HG Brunner Han G HG
Brohawn DG Brohawn David G DG
Buckner RL Buckner Randy L RL
Buitelaar J Buitelaar Jan J
Bulayeva K Bulayeva Kazima K
Bustillo JR Bustillo Juan R JR
Calhoun VD Calhoun Vince D VD
Cannon DM Cannon Dara M DM
Cantor RM Cantor Rita M RM
Carless MA Carless Melanie A MA
Caseras X Caseras Xavier X
Cavalleri GL Cavalleri Gianpiero L GL
Chakravarty MM Chakravarty M Mallar MM
Chang KD Chang Kiki D KD
Ching CR Ching Christopher R K CR
Christoforou A Christoforou Andrea A
Cichon S Cichon Sven S
Clark VP Clark Vincent P VP
Conrod P Conrod Patricia P
Coppola G Coppola Giovanni G
Crespo-Facorro B Crespo-Facorro Benedicto B
Curran JE Curran Joanne E JE
Czisch M Czisch Michael M
Deary IJ Deary Ian J IJ
de Geus EJ de Geus Eco J C EJ
den Braber A den Braber Anouk A
Delvecchio G Delvecchio Giuseppe G
Depondt C Depondt Chantal C
de Haan L de Haan Lieuwe L
de Zubicaray GI de Zubicaray Greig I GI
Dima D Dima Danai D
Dimitrova R Dimitrova Rali R
Djurovic S Djurovic Srdjan S
Dong H Dong Hongwei H
Donohoe G Donohoe Gary G
Duggirala R Duggirala Ravindranath R
Dyer TD Dyer Thomas D TD
Ehrlich S Ehrlich Stefan S
Ekman CJ Ekman Carl Johan CJ
Elvsåshagen T Elvsåshagen Torbjørn T
Emsell L Emsell Louise L
Erk S Erk Susanne S
Espeseth T Espeseth Thomas T
Fagerness J Fagerness Jesen J
Fears S Fears Scott S
Fedko I Fedko Iryna I
Fernández G Fernández Guillén G
Fisher SE Fisher Simon E SE
Foroud T Foroud Tatiana T
Fox PT Fox Peter T PT
Francks C Francks Clyde C
Frangou S Frangou Sophia S
Frey EM Frey Eva Maria EM
Frodl T Frodl Thomas T
Frouin V Frouin Vincent V
Garavan H Garavan Hugh H
Giddaluru S Giddaluru Sudheer S
Glahn DC Glahn David C DC
Godlewska B Godlewska Beata B
Goldstein RZ Goldstein Rita Z RZ
Gollub RL Gollub Randy L RL
Grabe HJ Grabe Hans J HJ
Grimm O Grimm Oliver O
Gruber O Gruber Oliver O
Guadalupe T Guadalupe Tulio T
Gur RE Gur Raquel E RE
Gur RC Gur Ruben C RC
Göring HH Göring Harald H H HH
Hagenaars S Hagenaars Saskia S
Hajek T Hajek Tomas T
Hall GB Hall Geoffrey B GB
Hall J Hall Jeremy J
Hardy J Hardy John J
Hartman CA Hartman Catharina A CA
Hass J Hass Johanna J
Hatton SN Hatton Sean N SN
Haukvik UK Haukvik Unn K UK
Hegenscheid K Hegenscheid Katrin K
Heinz A Heinz Andreas A
Hickie IB Hickie Ian B IB
Ho BC Ho Beng-Choon BC
Hoehn D Hoehn David D
Hoekstra PJ Hoekstra Pieter J PJ
Hollinshead M Hollinshead Marisa M
Holmes AJ Holmes Avram J AJ
Homuth G Homuth Georg G
Hoogman M Hoogman Martine M
Hong LE Hong L Elliot LE
Hosten N Hosten Norbert N
Hottenga JJ Hottenga Jouke-Jan JJ
Hulshoff Pol HE Hulshoff Pol Hilleke E HE
Hwang KS Hwang Kristy S KS
Jack CR Jr Jack Clifford R CR
Jenkinson M Jenkinson Mark M
Johnston C Johnston Caroline C
Jönsson EG Jönsson Erik G EG
Kahn RS Kahn René S RS
Kasperaviciute D Kasperaviciute Dalia D
Kelly S Kelly Sinead S
Kim S Kim Sungeun S
Kochunov P Kochunov Peter P
Koenders L Koenders Laura L
Krämer B Krämer Bernd B
Kwok JB Kwok John B J JB
Lagopoulos J Lagopoulos Jim J
Laje G Laje Gonzalo G
Landen M Landen Mikael M
Landman BA Landman Bennett A BA
Lauriello J Lauriello John J
Lawrie SM Lawrie Stephen M SM
Lee PH Lee Phil H PH
Le Hellard S Le Hellard Stephanie S
Lemaître H Lemaître Herve H
Leonardo CD Leonardo Cassandra D CD
Li CS Li Chiang-Shan CS
Liberg B Liberg Benny B
Liewald DC Liewald David C DC
Liu X Liu Xinmin X
Lopez LM Lopez Lorna M LM
Loth E Loth Eva E
Lourdusamy A Lourdusamy Anbarasu A
Luciano M Luciano Michelle M
Macciardi F Macciardi Fabio F
Machielsen MW Machielsen Marise W J MW
Macqueen GM Macqueen Glenda M GM
Malt UF Malt Ulrik F UF
Mandl R Mandl René R
Manoach DS Manoach Dara S DS
Martinot JL Martinot Jean-Luc JL
Matarin M Matarin Mar M
Mather KA Mather Karen A KA
Mattheisen M Mattheisen Manuel M
Mattingsdal M Mattingsdal Morten M
Meyer-Lindenberg A Meyer-Lindenberg Andreas A
McDonald C McDonald Colm C
McIntosh AM McIntosh Andrew M AM
McMahon FJ McMahon Francis J FJ
McMahon KL McMahon Katie L KL
Meisenzahl E Meisenzahl Eva E
Melle I Melle Ingrid I
Milaneschi Y Milaneschi Yuri Y
Mohnke S Mohnke Sebastian S
Montgomery GW Montgomery Grant W GW
Morris DW Morris Derek W DW
Moses EK Moses Eric K EK
Mueller BA Mueller Bryon A BA
Muñoz Maniega S Muñoz Maniega Susana S
Mühleisen TW Mühleisen Thomas W TW
Müller-Myhsok B Müller-Myhsok Bertram B
Mwangi B Mwangi Benson B
Nauck M Nauck Matthias M
Nho K Nho Kwangsik K
Nichols TE Nichols Thomas E TE
Nilsson LG Nilsson Lars-Göran LG
Nugent AC Nugent Allison C AC
Nyberg L Nyberg Lars L
Olvera RL Olvera Rene L RL
Oosterlaan J Oosterlaan Jaap J
Ophoff RA Ophoff Roel A RA
Pandolfo M Pandolfo Massimo M
Papalampropoulou-Tsiridou M Papalampropoulou-Tsiridou Melina M
Papmeyer M Papmeyer Martina M
Paus T Paus Tomas T
Pausova Z Pausova Zdenka Z
Pearlson GD Pearlson Godfrey D GD
Penninx BW Penninx Brenda W BW
Peterson CP Peterson Charles P CP
Pfennig A Pfennig Andrea A
Phillips M Phillips Mary M
Pike GB Pike G Bruce GB
Poline JB Poline Jean-Baptiste JB
Potkin SG Potkin Steven G SG
Pütz B Pütz Benno B
Ramasamy A Ramasamy Adaikalavan A
Rasmussen J Rasmussen Jerod J
Rietschel M Rietschel Marcella M
Rijpkema M Rijpkema Mark M
Risacher SL Risacher Shannon L SL
Roffman JL Roffman Joshua L JL
Roiz-Santiañez R Roiz-Santiañez Roberto R
Romanczuk-Seiferth N Romanczuk-Seiferth Nina N
Rose EJ Rose Emma J EJ
Royle NA Royle Natalie A NA
Rujescu D Rujescu Dan D
Ryten M Ryten Mina M
Sachdev PS Sachdev Perminder S PS
Salami A Salami Alireza A
Satterthwaite TD Satterthwaite Theodore D TD
Savitz J Savitz Jonathan J
Saykin AJ Saykin Andrew J AJ
Scanlon C Scanlon Cathy C
Schmaal L Schmaal Lianne L
Schnack HG Schnack Hugo G HG
Schork AJ Schork Andrew J AJ
Schulz SC Schulz S Charles SC
Schür R Schür Remmelt R
Seidman L Seidman Larry L
Shen L Shen Li L
Shoemaker JM Shoemaker Jody M JM
Simmons A Simmons Andrew A
Sisodiya SM Sisodiya Sanjay M SM
Smith C Smith Colin C
Smoller JW Smoller Jordan W JW
Soares JC Soares Jair C JC
Sponheim SR Sponheim Scott R SR
Sprooten E Sprooten Emma E
Starr JM Starr John M JM
Steen VM Steen Vidar M VM
Strakowski S Strakowski Stephen S
Strike L Strike Lachlan L
Sussmann J Sussmann Jessika J
Sämann PG Sämann Philipp G PG
Teumer A Teumer Alexander A
Toga AW Toga Arthur W AW
Tordesillas-Gutierrez D Tordesillas-Gutierrez Diana D
Trabzuni D Trabzuni Daniah D
Trost S Trost Sarah S
Turner J Turner Jessica J
Van den Heuvel M Van den Heuvel Martijn M
van der Wee NJ van der Wee Nic J NJ
van Eijk K van Eijk Kristel K
van Erp TG van Erp Theo G M TG
van Haren NE van Haren Neeltje E M NE
van 't Ent D van 't Ent Dennis D
van Tol MJ van Tol Marie-Jose MJ
Valdés Hernández MC Valdés Hernández Maria C MC
Veltman DJ Veltman Dick J DJ
Versace A Versace Amelia A
Völzke H Völzke Henry H
Walker R Walker Robert R
Walter H Walter Henrik H
Wang L Wang Lei L
Wardlaw JM Wardlaw Joanna M JM
Weale ME Weale Michael E ME
Weiner MW Weiner Michael W MW
Wen W Wen Wei W
Westlye LT Westlye Lars T LT
Whalley HC Whalley Heather C HC
Whelan CD Whelan Christopher D CD
White T White Tonya T
Winkler AM Winkler Anderson M AM
Wittfeld K Wittfeld Katharina K
Woldehawariat G Woldehawariat Girma G
Wolf C Wolf Christiane C
Zilles D Zilles David D
Zwiers MP Zwiers Marcel P MP
Thalamuthu A Thalamuthu Anbupalam A
Schofield PR Schofield Peter R PR
Freimer NB Freimer Nelson B NB
Lawrence NS Lawrence Natalia S NS
Drevets W Drevets Wayne W
Alzheimer’s Disease Neuroimaging Initiative, EPIGEN Consortium, IMAGEN Consortium, Saguenay Youth Study (SYS) Group
TITLE: Brain imaging and behavior
ISOABBREVIATION: Brain Imaging Behav
YEAR: 2014
ISSN: 1931-7565
ISSNTYPE: Electronic
MEDLINETA: Brain Imaging Behav
COUNTRY: United States
ISSNLINKING: 1931-7557
NLMUNIQUEID: 101300405
Journal Article
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U01 AG024904 NIA NIH HHS United States
U24 AG021886 NIA NIH HHS United States
U54 EB020403 NIBIB NIH HHS United States
UL1 TR001108 NCATS NIH HHS United States
Brain Mapping methods
Cooperative Behavior methods
Genome-Wide Association Study methods
Humans methods
Meta-Analysis as Topic methods
Neuroimaging methods
PMC4008818 NLM