Mega-analysis methods in ENIGMA: The experience of the generalized anxiety disorder working group.
data sharing
generalized anxiety disorder
mega-analyses
meta-analyses
neuroimaging
Journal
Human brain mapping
ISSN: 1097-0193
Titre abrégé: Hum Brain Mapp
Pays: United States
ID NLM: 9419065
Informations de publication
Date de publication:
01 2022
01 2022
Historique:
revised:
26
05
2020
received:
02
03
2020
accepted:
31
05
2020
pubmed:
1
7
2020
medline:
29
3
2022
entrez:
30
6
2020
Statut:
ppublish
Résumé
The ENIGMA group on Generalized Anxiety Disorder (ENIGMA-Anxiety/GAD) is part of a broader effort to investigate anxiety disorders using imaging and genetic data across multiple sites worldwide. The group is actively conducting a mega-analysis of a large number of brain structural scans. In this process, the group was confronted with many methodological challenges related to study planning and implementation, between-country transfer of subject-level data, quality control of a considerable amount of imaging data, and choices related to statistical methods and efficient use of resources. This report summarizes the background information and rationale for the various methodological decisions, as well as the approach taken to implement them. The goal is to document the approach and help guide other research groups working with large brain imaging data sets as they develop their own analytic pipelines for mega-analyses.
Identifiants
pubmed: 32596977
doi: 10.1002/hbm.25096
pmc: PMC8675407
doi:
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Research Support, N.I.H., Intramural
Research Support, Non-U.S. Gov't
Review
Langues
eng
Sous-ensembles de citation
IM
Pagination
255-277Subventions
Organisme : NIH HHS
ID : ZIA-MH002782
Pays : United States
Organisme : NIMH NIH HHS
ID : K23 MH109983
Pays : United States
Organisme : NIMH NIH HHS
ID : T32 MH100019
Pays : United States
Organisme : Intramural NIH HHS
ID : Z01 MH002781
Pays : United States
Organisme : NIBIB NIH HHS
ID : U54 EB020403
Pays : United States
Organisme : NIH HHS
ID : U54-EB020403
Pays : United States
Organisme : Intramural NIH HHS
ID : Z01 MH002782
Pays : United States
Organisme : NIMH NIH HHS
ID : K23 MH114023
Pays : United States
Organisme : NIMH NIH HHS
ID : R01 MH116147
Pays : United States
Organisme : NIH HHS
ID : R01MH101486
Pays : United States
Organisme : NIH HHS
ID : K23MH109983
Pays : United States
Organisme : NIH HHS
ID : ZIA-MH002781
Pays : United States
Organisme : NIH HHS
ID : T32MH100019
Pays : United States
Organisme : NIMH NIH HHS
ID : R01 MH101486
Pays : United States
Informations de copyright
© 2020 The Authors. Human Brain Mapping published by Wiley Periodicals LLC.
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