Replicating extensive brain structural heterogeneity in individuals with schizophrenia and bipolar disorder.


Journal

Human brain mapping
ISSN: 1097-0193
Titre abrégé: Hum Brain Mapp
Pays: United States
ID NLM: 9419065

Informations de publication

Date de publication:
01 06 2021
Historique:
revised: 22 01 2021
received: 30 10 2020
accepted: 12 02 2021
pubmed: 28 2 2021
medline: 25 3 2022
entrez: 27 2 2021
Statut: ppublish

Résumé

Identifying brain processes involved in the risk and development of mental disorders is a major aim. We recently reported substantial interindividual heterogeneity in brain structural aberrations among patients with schizophrenia and bipolar disorder. Estimating the normative range of voxel-based morphometry (VBM) data among healthy individuals using a Gaussian process regression (GPR) enables us to map individual deviations from the healthy range in unseen datasets. Here, we aim to replicate our previous results in two independent samples of patients with schizophrenia (n1 = 94; n2 = 105), bipolar disorder (n1 = 116; n2 = 61), and healthy individuals (n1 = 400; n2 = 312). In line with previous findings with exception of the cerebellum our results revealed robust group level differences between patients and healthy individuals, yet only a small proportion of patients with schizophrenia or bipolar disorder exhibited extreme negative deviations from normality in the same brain regions. These direct replications support that group level-differences in brain structure disguise considerable individual differences in brain aberrations, with important implications for the interpretation and generalization of group-level brain imaging findings to the individual with a mental disorder.

Identifiants

pubmed: 33638594
doi: 10.1002/hbm.25386
pmc: PMC8090780
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

2546-2555

Subventions

Organisme : Wellcome Trust
ID : 215698/Z/19/Z
Pays : United Kingdom
Organisme : Marie Curie
ID : 895011
Pays : United Kingdom
Organisme : Wellcome Trust
ID : 215698
Pays : United Kingdom
Organisme : European Research Council
ID : 847776
Pays : International
Organisme : European Research Council
ID : 802998
Pays : International
Organisme : ZonMw
ID : ZONMW_91716415
Pays : Netherlands

Informations de copyright

© 2021 The Authors. Human Brain Mapping published by Wiley Periodicals LLC.

Références

Science. 2015 Aug 28;349(6251):aac4716
pubmed: 26315443
JAMA. 2005 Jul 13;294(2):218-28
pubmed: 16014596
Mol Psychiatry. 2016 Apr;21(4):547-53
pubmed: 26033243
Biol Psychiatry Cogn Neurosci Neuroimaging. 2019 Jun;4(6):567-578
pubmed: 30799285
Nat Rev Neurosci. 2017 Feb;18(2):115-126
pubmed: 28053326
Mol Psychiatry. 2012 Dec;17(12):1174-9
pubmed: 22869033
Proc Natl Acad Sci U S A. 2016 Jul 12;113(28):7900-5
pubmed: 27357684
JAMA Psychiatry. 2018 Nov 1;75(11):1146-1155
pubmed: 30304337
Mol Psychiatry. 2019 Oct;24(10):1415-1424
pubmed: 31201374
J Clin Invest. 2009 Apr;119(4):700-5
pubmed: 19339761
Biol Psychiatry. 2016 Oct 1;80(7):552-61
pubmed: 26927419
Neuroimage. 2000 Jun;11(6 Pt 1):805-21
pubmed: 10860804
JAMA Psychiatry. 2019 Jul 1;76(7):739-748
pubmed: 30969333
Nature. 2014 Jul 24;511(7510):421-7
pubmed: 25056061
Psychol Med. 2020 Jan;50(2):314-323
pubmed: 30782224
Neuroimage Clin. 2019;22:101796
pubmed: 30935858
Neuroimage. 2015 Dec;123:253-68
pubmed: 26074200
Mol Psychiatry. 2018 Jun;23(6):1512-1520
pubmed: 28507318
Hum Brain Mapp. 2021 Jun 1;42(8):2546-2555
pubmed: 33638594
Schizophr Bull. 1987;13(2):261-76
pubmed: 3616518
Neuroimage Clin. 2017 Jun 09;15:719-731
pubmed: 28702349
Neuroimage. 2019 Jul 15;195:384-395
pubmed: 30946952
Cell. 2019 Mar 21;177(1):162-183
pubmed: 30901538
Annu Rev Clin Psychol. 2019 May 7;15:579-604
pubmed: 30673512
Nature. 2014 Nov 6;515(7525):9
pubmed: 25373639
Nat Genet. 2019 May;51(5):793-803
pubmed: 31043756
Lancet. 2013 Apr 20;381(9875):1371-1379
pubmed: 23453885
Biol Psychiatry. 2018 Jul 15;84(2):148-159
pubmed: 29279201

Auteurs

Thomas Wolfers (T)

Department of Psychology, University of Oslo, Oslo, Norway.
Division of Mental Health and Addiction, Norwegian Center for Mental Disorders Research (NORMENT), University of Oslo and Oslo University Hospital, Oslo, Norway.
Donders Center for Cognitive Neuroimaging, Donders Institute for Brain, Cognition, and Behavior, Radboud University, Nijmegen, The Netherlands.

Jaroslav Rokicki (J)

Department of Psychology, University of Oslo, Oslo, Norway.
Division of Mental Health and Addiction, Norwegian Center for Mental Disorders Research (NORMENT), University of Oslo and Oslo University Hospital, Oslo, Norway.

Dag Alnaes (D)

Department of Psychology, University of Oslo, Oslo, Norway.
Division of Mental Health and Addiction, Norwegian Center for Mental Disorders Research (NORMENT), University of Oslo and Oslo University Hospital, Oslo, Norway.

Pierre Berthet (P)

Department of Psychology, University of Oslo, Oslo, Norway.
Division of Mental Health and Addiction, Norwegian Center for Mental Disorders Research (NORMENT), University of Oslo and Oslo University Hospital, Oslo, Norway.

Ingrid Agartz (I)

Division of Mental Health and Addiction, Norwegian Center for Mental Disorders Research (NORMENT), University of Oslo and Oslo University Hospital, Oslo, Norway.
KG Jebsen Center for Neurodevelopmental Disorders, University of Oslo, Oslo, Norway.
Department of Psychiatric Research, Diakonhjemmet Hospital, Oslo, Norway.
Department of Clinical Neuroscience, Center for Psychiatric Research, Stockholm, Sweden.

Seyed Mostafa Kia (SM)

Donders Center for Cognitive Neuroimaging, Donders Institute for Brain, Cognition, and Behavior, Radboud University, Nijmegen, The Netherlands.

Tobias Kaufmann (T)

Division of Mental Health and Addiction, Norwegian Center for Mental Disorders Research (NORMENT), University of Oslo and Oslo University Hospital, Oslo, Norway.

Mariam Zabihi (M)

Donders Center for Cognitive Neuroimaging, Donders Institute for Brain, Cognition, and Behavior, Radboud University, Nijmegen, The Netherlands.

Torgeir Moberget (T)

Department of Psychology, University of Oslo, Oslo, Norway.
Division of Mental Health and Addiction, Norwegian Center for Mental Disorders Research (NORMENT), University of Oslo and Oslo University Hospital, Oslo, Norway.

Ingrid Melle (I)

Division of Mental Health and Addiction, Norwegian Center for Mental Disorders Research (NORMENT), University of Oslo and Oslo University Hospital, Oslo, Norway.

Christian F Beckmann (CF)

Donders Center for Cognitive Neuroimaging, Donders Institute for Brain, Cognition, and Behavior, Radboud University, Nijmegen, The Netherlands.
Department of Cognitive Neuroscience, Radboud University Medical Center, Nijmegen, The Netherlands.

Ole A Andreassen (OA)

Division of Mental Health and Addiction, Norwegian Center for Mental Disorders Research (NORMENT), University of Oslo and Oslo University Hospital, Oslo, Norway.
KG Jebsen Center for Neurodevelopmental Disorders, University of Oslo, Oslo, Norway.

Andre F Marquand (AF)

Donders Center for Cognitive Neuroimaging, Donders Institute for Brain, Cognition, and Behavior, Radboud University, Nijmegen, The Netherlands.
Department of Cognitive Neuroscience, Radboud University Medical Center, Nijmegen, The Netherlands.
Department of Neuroimaging, Center for Neuroimaging Sciences, Institute of Psychiatry, King's College London, London, UK.

Lars T Westlye (LT)

Department of Psychology, University of Oslo, Oslo, Norway.
Division of Mental Health and Addiction, Norwegian Center for Mental Disorders Research (NORMENT), University of Oslo and Oslo University Hospital, Oslo, Norway.
KG Jebsen Center for Neurodevelopmental Disorders, University of Oslo, Oslo, Norway.

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