Replicating extensive brain structural heterogeneity in individuals with schizophrenia and bipolar disorder.
bipolar disorder
brain imaging
heterogeneity
individual patient
mental disorders
normative modeling
schizophrenia
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
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
2546-2555Subventions
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.
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