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Multivariate associations between psychiatric drug intake and grey matter volume changes in individuals at early stages of psychosis and depression

Published online by Cambridge University Press:  27 August 2024

C. Weyer*
Affiliation:
1Department of Psychiatry and Psychotherapy, LMU University Hospital, LMU Munich, Munich 2Graduate School of Systemic Neurosciences, LMU Munich, Planegg-Martinsried
D. Popovic
Affiliation:
1Department of Psychiatry and Psychotherapy, LMU University Hospital, LMU Munich, Munich 3Max-Planck Institute of Psychiatry 4International Max Planck Research School for Translational Psychiatry (IMPRS-TP), Munich
A. Ruef
Affiliation:
1Department of Psychiatry and Psychotherapy, LMU University Hospital, LMU Munich, Munich
L. Hahn
Affiliation:
1Department of Psychiatry and Psychotherapy, LMU University Hospital, LMU Munich, Munich
E. Sarişik
Affiliation:
1Department of Psychiatry and Psychotherapy, LMU University Hospital, LMU Munich, Munich 3Max-Planck Institute of Psychiatry 4International Max Planck Research School for Translational Psychiatry (IMPRS-TP), Munich
J. Fanning
Affiliation:
1Department of Psychiatry and Psychotherapy, LMU University Hospital, LMU Munich, Munich 4International Max Planck Research School for Translational Psychiatry (IMPRS-TP), Munich
J. Kambeitz
Affiliation:
5Department of Psychiatry and Psychotherapy, University of Cologne, Cologne, Germany
R. K. Salokangas
Affiliation:
6Department of Psychiatry, University of Turku, Turku, Finland
J. Hietala
Affiliation:
6Department of Psychiatry, University of Turku, Turku, Finland
A. Bertolino
Affiliation:
7Department of Basic Medical Science, Neuroscience and Sense Organs, University of Bari Aldo Moro, Bari, Italy
S. Borgwardt
Affiliation:
8Department of Psychiatry and Psychotherapy, University of Lübeck, Lübeck, Germany 9University of Basel, Department of Psychiatry (Psychiatric University Hospital, UPK), Basel, Switzerland
P. Brambilla
Affiliation:
10Department of Neurosciences and Mental Health, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico 11Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy
R. Upthegrove
Affiliation:
12Institute of Mental Health, University of Birmingham 13Early Intervention Service, Birmingham Women’s and Children’s NHS Foundation Trust
S. J. Wood
Affiliation:
14School of Psychology, University of Birmingham, Birmingham, United Kingdom 15Centre for Youth Mental Health, University of Melbourne 16Orygen, Melbourne, Australia
R. Lencer
Affiliation:
8Department of Psychiatry and Psychotherapy, University of Lübeck, Lübeck, Germany 17Institute for Translational Psychiatry, University Münster, Münster
E. Meisenzahl
Affiliation:
18Department of Psychiatry and Psychotherapy, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany
P. Falkai
Affiliation:
1Department of Psychiatry and Psychotherapy, LMU University Hospital, LMU Munich, Munich 3Max-Planck Institute of Psychiatry
N. Koutsouleris
Affiliation:
1Department of Psychiatry and Psychotherapy, LMU University Hospital, LMU Munich, Munich 3Max-Planck Institute of Psychiatry 19Institute of Psychiatry, Psychology And Neurosciences, King’s College London, London, United Kingdom
*
*Corresponding author.

Abstract

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Introduction

Psychiatric drugs, including antipsychotics and antidepressants, are widely prescribed, even in young and adolescent populations at early or subthreshold disease stages. However, their impact on brain structure remains elusive. Elucidating the relationship between psychotropic medication and structural brain changes could enhance the understanding of the potential benefits and risks associated with such treatment.

Objectives

Investigation of the associations between psychiatric drug intake and longitudinal grey matter volume (GMV) changes in a transdiagnostic sample of young individuals at early stages of psychosis or depression using an unbiased data-driven approach.

Methods

The study sample comprised 247 participants (mean [SD] age = 25.06 [6.13] years, 50.61% male), consisting of young, minimally medicated individuals at clinical high-risk states for psychosis, individuals with recent-onset depression or psychosis, and healthy control individuals. Structural magnetic resonance imaging was used to obtain whole-brain voxel-wise GMV for all participants at two timepoints (mean [SD] time between scans = 11.15 [4.93] months). The multivariate sparse partial least squares (SPLS) algorithm (Monteiro et al. JNMEDT 2016; 271:182-194) was embedded in a nested cross-validation framework to identify parsimonious associations between the cumulative intake of psychiatric drugs, including commonly prescribed antipsychotics and antidepressants, and change in GMV between both timepoints, while additionally factoring in age, sex, and diagnosis. Furthermore, we correlated the retrieved SPLS results to personality domains (NEO-FFI) and childhood trauma (CTQ).

Results

SPLS analysis revealed significant associations between the antipsychotic classes of benzamides, butyrophenones and thioxanthenes and longitudinal GMV decreases in cortical regions including the insula, posterior superior temporal sulcus as well as cingulate, postcentral, precentral, orbital and frontal gyri (Figure 1A-C). These brain regions corresponded most closely to the dorsal and ventral attention, somatomotor, salience and default network (Figure 1D). Furthermore, the medication signature was negatively associated with the personality domains extraversion, agreeableness and conscientiousness and positively associated with the CTQ domains emotional and physical neglect.

Image:

Conclusions

Psychiatric drug intake over a period of one year was linked to distinct GMV reductions in key cortical hubs. These patterns were already visible in young individuals at early or subthreshold stages of mental illness and were further linked to childhood neglect and personality traits. Hence, a better and more in-depth understanding of the structural brain implications of medicating young and adolescent individuals might lead to more cautious, sustainable and targeted treatment strategies.

Disclosure of Interest

None Declared

Type
Abstract
Creative Commons
Creative Common License - CCCreative Common License - BY
This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted re-use, distribution, and reproduction in any medium, provided the original work is properly cited.
Copyright
© The Author(s), 2024. Published by Cambridge University Press on behalf of European Psychiatric Association
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