Please use this identifier to cite or link to this item: https://hdl.handle.net/2440/135561
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Type: Journal article
Title: The role of educational attainment and brain morphology in major depressive disorder: Findings from the ENIGMA major depressive disorder consortium
Author: Whittle, S.
Rakesh, D.
Schmaal, L.
Veltman, D.J.
Thompson, P.M.
Singh, A.
Gonul, A.S.
Aleman, A.
Uyar Demir, A.
Krug, A.
Mwangi, B.
Krämer, B.
Baune, B.T.
Stein, D.J.
Grotegerd, D.
Pomarol-Clotet, E.
Rodríguez-Cano, E.
Melloni, E.
Benedetti, F.
Stein, F.
et al.
Citation: Journal of Psychopathology and Clinical Science, 2022; 131(6):664-673
Publisher: American Psychological Association (APA)
Issue Date: 2022
ISSN: 2769-7541
2769-755X
Statement of
Responsibility: 
Whittle, S., Rakesh, D., Schmaal, L., Veltman, D. J., Thompson, P. M., Singh, A., Gonul, A. S., Aleman, A., Uyar Demir, A., Krug, A., Mwangi, B., Krämer, B., Baune, B. T., Stein, D. J., Grotegerd, D., Pomarol-Clotet, E., Rodríguez-Cano, E., Melloni, E., Benedetti, F., . . . Pozzi, E.
Abstract: Brain structural abnormalities and low educational attainment are consistently associated with major depressive disorder (MDD), yet there has been little research investigating the complex interaction of these factors. Brain structural alterations may represent a vulnerability or differential susceptibility marker, and in the context of low educational attainment, predict MDD. We tested this moderation model in a large multisite sample of 1958 adults with MDD and 2921 controls (aged 18 to 86) from the ENIGMA MDD working group. Using generalized linear mixed models and within-sample split-half replication, we tested whether brain structure interacted with educational attainment to predict MDD status. Analyses revealed that cortical thickness in a number of occipital, parietal, and frontal regions significantly interacted with education to predict MDD. For the majority of regions, models suggested a differential susceptibility effect, whereby thicker cortex was more likely to predict MDD in individuals with low educational attainment, but less likely to predict MDD in individuals with high educational attainment. Findings suggest that greater thickness of brain regions subserving visuomotor and social-cognitive functions confers susceptibility to MDD, dependent on level of educational attainment. Longitudinal work, however, is ultimately needed to establish whether cortical thickness represents a preexisting susceptibility marker. (PsycInfo Database Record (c) 2022 APA, all rights reserved).
Keywords: Brain
Frontal Lobe
Humans
Magnetic Resonance Imaging
Depressive Disorder, Major
Adult
Educational Status
Description: The accepted manuscript version of this article will be publicly available on 06/02/2023
Rights: © 2022 American Psychological Association.
DOI: 10.1037/abn0000738
Grant ID: NHMRC
Published version: http://dx.doi.org/10.1037/abn0000738
Appears in Collections:Medicine publications

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