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

Paul M Thompson | Jason L Stein | Sarah E Medland | Derrek P Hibar | Alejandro Arias Vasquez | Miguel E Renteria | Roberto Toro | Neda Jahanshad | Gunter Schumann | Barbara Franke | Margaret J Wright | Nicholas G Martin | Ingrid Agartz | Martin Alda | Saud Alhusaini | Laura Almasy | Jorge Almeida | Kathryn Alpert | Nancy C Andreasen | Ole A Andreassen | Liana G Apostolova | Katja Appel | Nicola J Armstrong | Benjamin Aribisala | Mark E Bastin | Michael Bauer | Carrie E Bearden | Orjan Bergmann | Elisabeth B Binder | John Blangero | Henry J Bockholt | Erlend Bøen | Catherine Bois | Dorret I Boomsma | Tom Booth | Ian J Bowman | Janita Bralten | Rachel M Brouwer | Han G Brunner | David G Brohawn | Randy L Buckner | Jan Buitelaar | Kazima Bulayeva | Juan R Bustillo | Vince D Calhoun | Dara M Cannon | Rita M Cantor | Melanie A Carless | Xavier Caseras | Gianpiero L Cavalleri | M Mallar Chakravarty | Kiki D Chang | Christopher R K Ching | Andrea Christoforou | Sven Cichon | Vincent P Clark | Patricia Conrod | Giovanni Coppola | Benedicto Crespo-Facorro | Joanne E Curran | Michael Czisch | Ian J Deary | Eco J C de Geus | Anouk den Braber | Giuseppe Delvecchio | Chantal Depondt | Lieuwe de Haan | Greig I de Zubicaray | Danai Dima | Rali Dimitrova | Srdjan Djurovic | Hongwei Dong | Gary Donohoe | Ravindranath Duggirala | Thomas D Dyer | Stefan Ehrlich | Carl Johan Ekman | Torbjørn Elvsåshagen | Louise Emsell | Susanne Erk | Thomas Espeseth | Jesen Fagerness | Scott Fears | Iryna Fedko | Guillén Fernández | Simon E Fisher | Tatiana Foroud | Peter T Fox | Clyde Francks | Sophia Frangou | Eva Maria Frey | Thomas Frodl | Vincent Frouin | Hugh Garavan | Sudheer Giddaluru | David C Glahn | Beata Godlewska | Rita Z Goldstein | Randy L Gollub | Hans J Grabe | Oliver Grimm | Oliver Gruber | Tulio Guadalupe | Raquel E Gur | Ruben C Gur | Harald H H Göring | Saskia Hagenaars | Tomas Hajek | Geoffrey B Hall | Jeremy Hall | John Hardy | Catharina A Hartman | Johanna Hass | Sean N Hatton | Unn K Haukvik | Katrin Hegenscheid | Andreas Heinz | Ian B Hickie | Beng-Choon Ho | David Hoehn | Pieter J Hoekstra | Marisa Hollinshead | Avram J Holmes | Georg Homuth | Martine Hoogman | L Elliot Hong | Norbert Hosten | Jouke-Jan Hottenga | Hilleke E Hulshoff Pol | Kristy S Hwang | Clifford R Jack | Mark Jenkinson | Caroline Johnston | Erik G Jönsson | René S Kahn | Dalia Kasperaviciute | Sinead Kelly | Sungeun Kim | Peter Kochunov | Laura Koenders | Bernd Krämer | John B J Kwok | Jim Lagopoulos | Gonzalo Laje | Mikael Landen | Bennett A Landman | John Lauriello | Stephen M Lawrie | Phil H Lee | Stephanie Le Hellard | Herve Lemaître | Cassandra D Leonardo | Chiang-Shan Li | Benny Liberg | David C Liewald | Xinmin Liu | Lorna M Lopez | Eva Loth | Anbarasu Lourdusamy | Michelle Luciano | Fabio Macciardi | Marise W J Machielsen | Glenda M Macqueen | Ulrik F Malt | René Mandl | Dara S Manoach | Jean-Luc Martinot | Mar Matarin | Karen A Mather | Manuel Mattheisen | Morten Mattingsdal | Andreas Meyer-Lindenberg | Colm McDonald | Andrew M McIntosh | Francis J McMahon | Katie L McMahon | Eva Meisenzahl | Ingrid Melle | Yuri Milaneschi | Sebastian Mohnke | Grant W Montgomery | Derek W Morris | Eric K Moses | Bryon A Mueller | Susana Muñoz Maniega | Thomas W Mühleisen | Bertram Müller-Myhsok | Benson Mwangi | Matthias Nauck | Kwangsik Nho | Thomas E Nichols | Lars-Göran Nilsson | Allison C Nugent | Lars Nyberg | Rene L Olvera | Jaap Oosterlaan | Roel A Ophoff | Massimo Pandolfo | Melina Papalampropoulou-Tsiridou | Martina Papmeyer | Tomas Paus | Zdenka Pausova | Godfrey D Pearlson | Brenda W Penninx | Charles P Peterson | Andrea Pfennig | Mary Phillips | G Bruce Pike | Jean-Baptiste Poline | Steven G Potkin | Benno Pütz | Adaikalavan Ramasamy | Jerod Rasmussen | Marcella Rietschel | Mark Rijpkema | Shannon L Risacher | Joshua L Roffman | Roberto Roiz-Santiañez | Nina Romanczuk-Seiferth | Emma J Rose | Natalie A Royle | Dan Rujescu | Mina Ryten | Perminder S Sachdev | Alireza Salami | Theodore D Satterthwaite | Jonathan Savitz | Andrew J Saykin | Cathy Scanlon | Lianne Schmaal | Hugo G Schnack | Andrew J Schork | S Charles Schulz | Remmelt Schür | Larry Seidman | Li Shen | Jody M Shoemaker | Andrew Simmons | Sanjay M Sisodiya | Colin Smith | Jordan W Smoller | Jair C Soares | Scott R Sponheim | Emma Sprooten | John M Starr | Vidar M Steen | Stephen Strakowski | Lachlan Strike | Jessika Sussmann | Philipp G Sämann | Alexander Teumer | Arthur W Toga | Diana Tordesillas-Gutierrez | Daniah Trabzuni | Sarah Trost | Jessica Turner | Martijn Van den Heuvel | Nic J van der Wee | Kristel van Eijk | Theo G M van Erp | Neeltje E M van Haren | Dennis van 't Ent | Marie-Jose van Tol | Maria C Valdés Hernández | Dick J Veltman | Amelia Versace | Henry Völzke | Robert Walker | Henrik Walter | Lei Wang | Joanna M Wardlaw | Michael E Weale | Michael W Weiner | Wei Wen | Lars T Westlye | Heather C Whalley | Christopher D Whelan | Tonya White | Anderson M Winkler | Katharina Wittfeld | Girma Woldehawariat | Christiane Wolf | David Zilles | Marcel P Zwiers | Anbupalam Thalamuthu | Peter R Schofield | Nelson B Freimer | Natalia S Lawrence | Wayne Drevets | Alzheimer’s Disease Neuroimaging Initiative, EPIGEN Consortium, IMAGEN Consortium, Saguenay Youth Study (SYS) Group
Brain imaging and behavior | 2014

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.

Pubmed ID: 24399358

Research resources used in this publication

None found

Additional research tools detected in this publication

Antibodies used in this publication

None found

Associated grants

  • Agency: NIMH NIH HHS, United States
    Id: K99 MH101367
  • Agency: NLM NIH HHS, United States
    Id: R00 LM011384
  • Agency: Medical Research Council, United Kingdom
    Id: MR/L010305/1
  • Agency: Medical Research Council, United Kingdom
    Id: G0700704
  • Agency: NCATS NIH HHS, United States
    Id: UL1 TR001108
  • Agency: Medical Research Council, United Kingdom
    Id: G1001245
  • Agency: Wellcome Trust, United Kingdom
    Id: 100309
  • Agency: NIMH NIH HHS, United States
    Id: K01 MH099232
  • Agency: Medical Research Council, United Kingdom
    Id: MR/L016400/1
  • Agency: Medical Research Council, United Kingdom
    Id: G0600429
  • Agency: Medical Research Council, United Kingdom
    Id: G0901254
  • Agency: Medical Research Council, United Kingdom
    Id: G0701120
  • Agency: Biotechnology and Biological Sciences Research Council, United Kingdom
    Id: BB/F019394/1
  • Agency: NIBIB NIH HHS, United States
    Id: P41 EB015922
  • Agency: NIA NIH HHS, United States
    Id: R01 AG040770
  • Agency: Medical Research Council, United Kingdom
    Id: MR/K01417X/1
  • Agency: NIA NIH HHS, United States
    Id: R01 AG019771
  • Agency: NIA NIH HHS, United States
    Id: P30 AG010133
  • Agency: NIA NIH HHS, United States
    Id: U24 AG021886
  • Agency: Medical Research Council, United Kingdom
    Id: G0802462
  • Agency: NIBIB NIH HHS, United States
    Id: R01 EB015611
  • Agency: Medical Research Council, United Kingdom
    Id: MR/J006742/1
  • Agency: NLM NIH HHS, United States
    Id: K99 LM011384
  • Agency: Wellcome Trust, United Kingdom
    Id: 104036
  • Agency: NIA NIH HHS, United States
    Id: P30 AG062421
  • Agency: NIBIB NIH HHS, United States
    Id: R01 EB005846
  • Agency: NIA NIH HHS, United States
    Id: U01 AG024904
  • Agency: NIA NIH HHS, United States
    Id: U19 AG010483
  • Agency: NIBIB NIH HHS, United States
    Id: R01 EB006841
  • Agency: Parkinson's UK, United Kingdom
    Id: G-0907
  • Agency: NLM NIH HHS, United States
    Id: R01 LM011360
  • Agency: NIBIB NIH HHS, United States
    Id: U54 EB020403
  • Agency: NIA NIH HHS, United States
    Id: P50 AG005134
  • Agency: NIBIB NIH HHS, United States
    Id: R01 EB020407
  • Agency: Medical Research Council, United Kingdom
    Id: MR/K026992/1

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This is a list of tools and resources that we have found mentioned in this publication.


Psychiatric Genomics Consortium (tool)

RRID:SCR_004495

Consortium conducting meta-analyses of genome-wide genetic data for psychiatric disease. Focused on autism, attention-deficit hyperactivity disorder, bipolar disorder, major depressive disorder, schizophrenia, anorexia nervosa (AN), Tourette syndrome (TS), and obsessive-compulsive disorder (OCD). Used to investigate common single nucleotide polymorphisms (SNPs) genotyped on commercial arrays, structural variation (copy number variation) and uncommon or rare genetic variation. To participate you are asked to upload data from your study to central computer used by this consortium. Genetic Cluster Computer serves as data warehouse and analytical platform for this study . When data from your study have been incorporated, account will be provided on central server and access to all GWAS genotypes, phenotypes, and meta-analytic results relevant to deposited data and participation aims. NHGRI GWAS Catalog contains updated information about all GWAS in biomedicine, and is usually excellent starting point to find comprehensive list of studies. Files can be obtained by any PGC member for any disease to which they contributed data. These files can also be obtained by application to NIMH Genetics Repository. Individual-level genotype and phenotype data requires application, material transfer agreement, and informed consent consideration. Some datasets are also in controlled-access dbGaP and Wellcome Trust Case-Control Consortium repositories. PGC members can also receive back cleaned and imputed data and results for samples they contributed to PGC analyses.

View all literature mentions

ENIGMA (tool)

RRID:SCR_013400

A software tool to extract gene expression modules from perturbational microarray data, based on the use of combinatorial statistics and graph-based clustering. The modules are further characterized by incorporating other data types, e.g. GO annotation, protein interactions and transcription factor binding information, and by suggesting regulators that might have an effect on the expression of (some of) the genes in the module. Version : ENIGMA 1.1 used GO annotation version : Aug 29th 2007

View all literature mentions