Evidence map›Paper›PMID 24399358›Full record

ReviewBrain imaging and behavior2014

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 and 280 more

Abstract readReview
In one paragraph

Review in Brain imaging and behavior, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 461 papers, 9 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
461citing papers in PubMed, 9 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

461 citing papers in PubMed, 9 syntheses or guidelines pooled it.

  1. Pooled it
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  4. Country-level gender inequality is associated with structural differences in the brains of women and men.Proceedings of the National Academy of Sciences of the United States of America · 2023
    Pooled it
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  10. Review
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  15. Article
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  18. Genetic analysis of imaging-derived phenotypes.Nature reviews. Genetics · 2026
    Review
  19. Article
  20. The Genoeconomics of Impulsive Intertemporal Choice: A Critical Review.Journal of the experimental analysis of behavior · 2026
    Review

401 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

290 authors.

Paul M ThompsonImaging Genetics Center, Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, 2001 N. Soto Street, Los Angeles, CA, 90033, USA, pthomp@usc.edu.
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

Funding

Alzheimer's Disease Neuroimaging Initiative - SupplementU01AG024904 · NIA · NORTHERN CALIFORNIA INSTITUTE RES &EDUC · PI WEINER, MICHAEL W · 2004 to 2015
$121.0M
National Centralized Repository for Alzheimer's Disease and Related Dementias (NCRAD)U24AG021886 · NIA · INDIANA UNIV-PURDUE UNIV AT INDIANAPOLIS · PI TATIANA M. FOROUD · 2002 to 2026
$119.8M
RECRUITMENT COREU19AG010483 · NIA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI FELDMAN, HOWARD · 2013 to 2020
$80.6M
THE ROLE OF ADVANCED CAA IN ALZHEIMER'S DEMENTIAP50AG005134 · NIA · MASSACHUSETTS GENERAL HOSPITAL · PI HYMAN, BRADLEY T. · 1985 to 2018
$42.1M
Research Education ComponentP30AG010133 · NIA · INDIANA UNIV-PURDUE UNIV AT INDIANAPOLIS · PI SAYKIN, ANDREW J · 1991 to 2020
$37.3M
Research Education ComponentP30AG062421 · NIA · MASSACHUSETTS GENERAL HOSPITAL · PI Christine S Ritchie · 2019 to 2026
$36.5M
Quality Assurance and Quality Control Project Management: Improving Submissions and Study Conduct in the Human Subjects Research Prior Approval ProcessUL1TR002529 · NCATS · INDIANA UNIVERSITY INDIANAPOLIS · PI MOE, SHARON M, WIEHE, SARAH ELIZABETH · 2018 to 2022
$27.2M
Indiana Clinical and Translational Sciences InstituteUL1TR001108 · NCATS · INDIANA UNIVERSITY INDIANAPOLIS · PI DENNE, SCOTT C., SHEKHAR, ANANTHA · 2013 to 2017
$23.3M
TR&D3: Intrinsic Surface MappingP41EB015922 · NIBIB · UNIVERSITY OF SOUTHERN CALIFORNIA · PI VAN HORN, JOHN DARRELL · 2012 to 2022
$14.1M
Training U54EB020403 · NIBIB · UNIVERSITY OF SOUTHERN CALIFORNIA · PI THOMPSON, PAUL M · 2014 to 2018
$10.1M
Multivariate methods for identifying multitask/multimodal brain imaging biomarkersR01EB006841 · NIBIB · THE MIND RESEARCH NETWORK · PI VINCE D CALHOUN, Sergey Plis · 2007 to 2026
$9.8M
Memory Circuitry in MCI and Early Alzheimer’s Disease Prodrome: Molecular DriversR01AG019771 · NIA · INDIANA UNIV-PURDUE UNIV AT INDIANAPOLIS · PI SAYKIN, ANDREW J · 2001 to 2021
$6.9M
Biotechnology and Biological Sciences Research Council BB/F019394/1Medical Research Council G0600429Medical Research Council G0700704Medical Research Council G0701120Medical Research Council G0802462Medical Research Council G0901254Medical Research Council G1001245Medical Research Council MR/J006742/1Medical Research Council MR/K01417X/1Medical Research Council MR/K026992/1Medical Research Council MR/L010305/1Medical Research Council MR/L016400/1NCATS NIH HHS UL1 TR001108NIA NIH HHS P30 AG010133NIA NIH HHS P30 AG062421NIA NIH HHS P50 AG005134NIA NIH HHS R01 AG019771NIA NIH HHS R01 AG040770NIA NIH HHS U01 AG024904NIA NIH HHS U19 AG010483NIA NIH HHS U24 AG021886NIBIB NIH HHS P41 EB015922NIBIB NIH HHS R01 EB005846NIBIB NIH HHS R01 EB006841NIBIB NIH HHS R01 EB015611NIBIB NIH HHS R01 EB020407NIBIB NIH HHS U54 EB020403NIMH NIH HHS K01 MH099232NIMH NIH HHS K99 MH101367NLM NIH HHS K99 LM011384NLM NIH HHS R00 LM011384NLM NIH HHS R01 LM011360Parkinson's UK G-0907Wellcome Trust 100309Wellcome Trust 104036
6 · The paper itself

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.

Indexed as

Brain MappingCooperative BehaviorGenome-Wide Association StudyHumansMeta-Analysis as TopicNeuroimaging

Identifiers

PMID24399358
PMCPMC4008818

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.