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

Authors:
Dr Kazima Bulayeva, PhD, DrSc
Dr Kazima Bulayeva, PhD, DrSc
VIGG RAS
Leading Scientist
human population genetics
Moscow | Russia
Anderson Winkler
Anderson Winkler
Yale University School of Medicine
United States
Dr Jean Baptiste Poline, PhD
Dr Jean Baptiste Poline, PhD
University of California
Berkeley, CA | USA
Ravindranath Duggirala, Ph.D.
Ravindranath Duggirala, Ph.D.
University of Texas Rio Grande Valley
Professor
Genetic Epidemiology and Statistical Genetics
Edinburg, TX | United States
Mark Jenkinson
Mark Jenkinson
University of Oxford
Professor of Neuroimaging
Neuroimaging
Oxford, Oxfordshire | United Kingdom
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 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 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 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

Brain Imaging Behav 2014 Jun;8(2):153-82

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,

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.

Download full-text PDF

Source
http://dx.doi.org/10.1007/s11682-013-9269-5DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4008818PMC
June 2014
131 Reads
135 Citations
3.385 Impact Factor

Publication Analysis

Top Keywords

enigma consortium
12
affect brain
8
working groups
8
enigma
5
neuroimaging study
4
study currently
4
variants genome
4
individual neuroimaging
4
numbers subjects
4
subjects individual
4
currently collected
4
collected enigma's
4
association study
4
study identifying
4
identifying common
4
genome-wide association
4
project genome-wide
4
enigma's project
4
larger numbers
4
common variants
4

References

(Supplied by CrossRef)

L Almasy et al.
The American Journal of Psychiatry 2008

K Amunts et al.
The Journal of Comparative Neurology 1999

NC Andreasen et al.
Molecular Psychiatry 2012

J Ashburner et al.
NeuroImage 1999

WF Baaré et al.
Cerebral Cortex 2001

TE Bakken et al.
Proceedings of the National Academy of Sciences of the United States of America 2012

Y Bao et al.
Gene expression patterns : GEP 2009

SAH Batouli et al.
Neuroimage 2012

M Baumgartner et al.
American Journal of Physiology - Cell Physiology 2004

Similar Publications