Mega-analysis methods in ENIGMA: the experience of the generalized anxiety disorder working group

Zugman, André, Harrewijn, Anita, Cardinale, Elise M, Zwiebel, Hannah, Freitag, Gabrielle F, Werwath, Katy E, Bas-Hoogendam, Janna M, Groenewold, Nynke A, Aghajani, Moji, Hilbert, Kevin, Cardoner, Narcis, Porta-Casteràs, Daniel, Critchley, Hugo D, Mancini, Matteo, Meeten, Frances and others, (2020) Mega-analysis methods in ENIGMA: the experience of the generalized anxiety disorder working group. Human Brain Mapping. pp. 1-23. ISSN 1065-9471

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Abstract

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.

Item Type: Article
Schools and Departments: School of Psychology > Psychology
SWORD Depositor: Mx Elements Account
Depositing User: Mx Elements Account
Date Deposited: 04 Sep 2020 07:57
Last Modified: 04 Sep 2020 08:00
URI: http://sro.sussex.ac.uk/id/eprint/93518

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