Grey and white matter volumes in early childhood: A comparison of voxel-based morphometry pipelines.

Adolescent Brain / diagnostic imaging Brain Cortical Thickness Child Child, Preschool Female Gray Matter / diagnostic imaging Humans Magnetic Resonance Imaging / methods Male White Matter / diagnostic imaging
Development Early childhood MRI Voxel-based morphometry

Journal

Developmental cognitive neuroscience
ISSN: 1878-9307
Titre abrégé: Dev Cogn Neurosci
Pays: Netherlands
ID NLM: 101541838

Informations de publication

Date de publication:
12 2020
Historique:
received: 29 07 2019
revised: 10 09 2020
accepted: 21 10 2020
pubmed: 10 11 2020
medline: 23 2 2021
entrez: 9 11 2020
Statut: ppublish

Résumé

Early childhood is an important period of sensory, motor, cognitive and socio-emotional maturation, yet relatively little is known about the brain changes specific to this period. Voxel-based morphometry (VBM) is a technique to estimate regional brain volumes from magnetic resonance (MR) images. The default VBM processing pipeline can be customized to increase accuracy of segmentation and normalization, yet the impact of customizations on analyses in young children are not clear. Here, we assessed the impact of different preprocessing steps on T1-weighted MR images from typically developing children in two separate cohorts. Data were processed with the Computational Anatomy Toolbox (CAT12), using seven different VBM pipelines with distinct combinations of tissue probability maps (TPMs) and DARTEL templates created using the Template-O-Matic, and CerebroMatic. The first cohort comprised female children aged 3.9-7.9 years (N = 62) and the second included boys and girls aged 2.7-8 years (N = 74). We found that pipelines differed significantly in their tendency to classify voxels as grey or white matter and the conclusions about some age effects were pipeline-dependent. Our study helps to both understand age-associations in grey and white matter volume across early childhood and elucidate the impact of VBM customization on brain volumes in this age range.

Identifiants

DOI: 10.1016/j.dcn.2020.100875 PMID: 33166899 PMC: PMC7652784
pubmed: 33166899
pii: S1878-9293(20)30125-0
doi: 10.1016/j.dcn.2020.100875
pmc: PMC7652784
pii:
doi:

Types de publication

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

Langues

eng

Sous-ensembles de citation

IM

Pagination

100875

Subventions

Organisme : CIHR
Pays : Canada

Informations de copyright

Copyright © 2020 The Authors. Published by Elsevier Ltd.. All rights reserved.

Auteurs

Logan Haynes (L)

Child and Adolescent Imaging Research Program, University of Calgary, Calgary, Canada; Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Canada; Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Canada.

Amanda Ip (A)

Child and Adolescent Imaging Research Program, University of Calgary, Calgary, Canada; Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Canada; Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, Canada.

Ivy Y K Cho (IYK)

Child and Adolescent Imaging Research Program, University of Calgary, Calgary, Canada; Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Canada; Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Canada.

Dennis Dimond (D)

Child and Adolescent Imaging Research Program, University of Calgary, Calgary, Canada; Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Canada; Department of Neuroscience, Cumming School of Medicine, University of Calgary, Calgary, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, Canada.

Christiane S Rohr (CS)

Child and Adolescent Imaging Research Program, University of Calgary, Calgary, Canada; Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Canada; Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, Canada.

Mercedes Bagshawe (M)

Child and Adolescent Imaging Research Program, University of Calgary, Calgary, Canada; Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Canada; Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Canada.

Deborah Dewey (D)

Child and Adolescent Imaging Research Program, University of Calgary, Calgary, Canada; Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Canada; Department of Paediatrics, Cumming School of Medicine, University of Calgary, Calgary, Canada; Department of Community Health Sciences, University of Calgary, Calgary, Canada; Owerko Centre, University of Calgary, Calgary, Canada.

Catherine Lebel (C)

Child and Adolescent Imaging Research Program, University of Calgary, Calgary, Canada; Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Canada; Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, Canada.

Signe Bray (S)

Child and Adolescent Imaging Research Program, University of Calgary, Calgary, Canada; Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Canada; Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, Canada. Electronic address: slbray@ucalgary.ca.

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Classifications MeSH

questionsmedicales.fr › Personnes › Tranches d'âge › Adolescent › Grey and white matter volumes in early...
questionsmedicales.fr › Système nerveux › Système nerveux central › Encéphale › Grey and white matter volumes in early...
questionsmedicales.fr › Techniques d'investigation › Neuroimagerie › Épaisseur corticale du cerveau › Grey and white matter volumes in early...
questionsmedicales.fr › Personnes › Tranches d'âge › Enfant › Grey and white matter volumes in early...
questionsmedicales.fr › Personnes › Tranches d'âge › Enfant › Enfant d'âge préscolaire › Grey and white matter volumes in early...
questionsmedicales.fr › Système nerveux › Système nerveux central › Moelle spinale › Substance grise › Grey and white matter volumes in early...
questionsmedicales.fr › Eucaryotes › Animaux › Chordés › Vertébrés › Mammifères › Eutheria › Primates › Haplorhini › Catarrhini › Hominidae › Humains › Grey and white matter volumes in early...
questionsmedicales.fr › Diagnostic › Techniques et procédures diagnostiques › Imagerie diagnostique › Tomographie › Imagerie par résonance magnétique › Grey and white matter volumes in early...
questionsmedicales.fr › Système nerveux › Système nerveux central › Moelle spinale › Substance blanche › Grey and white matter volumes in early...