Shared and unique brain network features predict cognitive, personality, and mental health scores in the ABCD study

Jianzhong Chen; Angela Tam; Valeria Kebets; Csaba Orban; Leon Qi Rong Ooi; Christopher L. Asplund; Scott Marek; Nico U. F. Dosenbach; Simon B. Eickhoff; Danilo Bzdok; Avram J. Holmes; B. T. Thomas Yeo

doi:10.1038/s41467-022-29766-8

Nature Communications (Apr 2022)

Shared and unique brain network features predict cognitive, personality, and mental health scores in the ABCD study

Jianzhong Chen,
Angela Tam,
Valeria Kebets,
Csaba Orban,
Leon Qi Rong Ooi,
Christopher L. Asplund,
Scott Marek,
Nico U. F. Dosenbach,
Simon B. Eickhoff,
Danilo Bzdok,
Avram J. Holmes,
B. T. Thomas Yeo

Affiliations

Jianzhong Chen: Department of Electrical and Computer Engineering, National University of Singapore
Angela Tam: Department of Electrical and Computer Engineering, National University of Singapore
Valeria Kebets: Department of Electrical and Computer Engineering, National University of Singapore
Csaba Orban: Department of Electrical and Computer Engineering, National University of Singapore
Leon Qi Rong Ooi: Department of Electrical and Computer Engineering, National University of Singapore
Christopher L. Asplund: Centre for Sleep and Cognition, National University of Singapore
Scott Marek: Department of Psychiatry, Washington University School of Medicine
Nico U. F. Dosenbach: Department of Neurology, Washington University School of Medicine
Simon B. Eickhoff: Institute for Systems Neuroscience, Medical Faculty, Heinrich-Heine University Düsseldorf
Danilo Bzdok: Department of Biomedical Engineering, Montreal Neurological Institute, McGill University
Avram J. Holmes: Yale University, Departments of Psychology and Psychiatry
B. T. Thomas Yeo: Department of Electrical and Computer Engineering, National University of Singapore

DOI: https://doi.org/10.1038/s41467-022-29766-8
Journal volume & issue: Vol. 13, no. 1
pp. 1 – 17

Abstract

Read online

Here, the authors use data from the Adolescent Brain Cognitive Development study to show how individual variation in cognition, personality and mental health can be predicted by shared and unique brain network features.

Published in Nature Communications

ISSN: 2041-1723 (Online)
Publisher: Nature Portfolio
Country of publisher: United Kingdom
LCC subjects: Science
Website: https://www.nature.com/ncomms/

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