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A generic decision-making ability predicts psychopathology in adolescents and young adults and is reflected in distinct brain connectivity patterns

View ORCID ProfileMichael Moutoussis, Benjamín Garzón, Sharon Neufeld, Dominik R. Bach, Francesco Rigoli, NSPN Consortium, Marc Guitart-Masip, Raymond J. Dolan
doi: https://doi.org/10.1101/2020.08.20.259697
Michael Moutoussis
1Wellcome Centre for Human Neuroimaging, University College London, London WC1N 3BG, United Kingdom
2Max Planck University College London Centre for Computational Psychiatry and Ageing Research, London WC1B 5EH, United Kingdom and 14195 Berlin, Germany
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  • ORCID record for Michael Moutoussis
  • For correspondence: m.moutoussis@ucl.ac.uk
Benjamín Garzón
3Aging Research Centre, Karolinska Institute, Stockholm, Sweden
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Sharon Neufeld
4Department of Psychiatry, University of Cambridge, Cambridge CB2 0SZ, United Kingdom
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Dominik R. Bach
1Wellcome Centre for Human Neuroimaging, University College London, London WC1N 3BG, United Kingdom
2Max Planck University College London Centre for Computational Psychiatry and Ageing Research, London WC1B 5EH, United Kingdom and 14195 Berlin, Germany
5Computational Psychiatry Research; Department of Psychiatry, Psychotherapy, and Psychosomatics; Psychiatric Hospital; University of Zurich, 8032 Zurich, Switzerland
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Francesco Rigoli
6Department of Psychology, City University, London, United Kingdom
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7The list of the NSPN Consortium members can be found in part F of the Supplementary material
Marc Guitart-Masip
3Aging Research Centre, Karolinska Institute, Stockholm, Sweden
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Raymond J. Dolan
1Wellcome Centre for Human Neuroimaging, University College London, London WC1N 3BG, United Kingdom
2Max Planck University College London Centre for Computational Psychiatry and Ageing Research, London WC1B 5EH, United Kingdom and 14195 Berlin, Germany
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Abstract

Decision-making underpins many important facets of our lives. Here, we assessed if a general ability factor underpins decision-making abilities. Using factor analysis of 32 decision-making measures in 830 adolescents and young adults, we identified a common factor we refer to as ‘decision acuity’ that was distinct from IQ and reflected advantageous decision-making abilities. Decision acuity decreased with low general social functioning and aberrant thinking. Crucially, decision acuity and IQ had dissociable neural signatures in terms of resting-state functional connectivity involving specific neural networks. Finally, decision acuity was reliable and its relationship with functional connectivity was stable when measured in the same individuals 18 months later. We conclude that our behavioural and brain data demonstrate a new cognitive construct encapsulating ability to perform decision-making across distinct domains, and that the expression of this construct may be important for understanding psychopathology.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • ↵# Joint first authors

  • ↵+ Joint supervising authors

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY 4.0 International license.
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Posted August 22, 2020.
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A generic decision-making ability predicts psychopathology in adolescents and young adults and is reflected in distinct brain connectivity patterns
Michael Moutoussis, Benjamín Garzón, Sharon Neufeld, Dominik R. Bach, Francesco Rigoli, NSPN Consortium, Marc Guitart-Masip, Raymond J. Dolan
bioRxiv 2020.08.20.259697; doi: https://doi.org/10.1101/2020.08.20.259697
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A generic decision-making ability predicts psychopathology in adolescents and young adults and is reflected in distinct brain connectivity patterns
Michael Moutoussis, Benjamín Garzón, Sharon Neufeld, Dominik R. Bach, Francesco Rigoli, NSPN Consortium, Marc Guitart-Masip, Raymond J. Dolan
bioRxiv 2020.08.20.259697; doi: https://doi.org/10.1101/2020.08.20.259697

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