Quantification of apparent axon density and orientation dispersion in the white matter of youth born with congenital heart disease

Background: White matter alterations have previously been demonstrated in adolescents born with congenital heart disease (CHD) using diffusion tensor imaging (DTI). However, due to the non-specific nature of DTI metrics, it is difficult to interpret these findings in terms of their microstructural i...

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Main Authors: Kaitlyn Easson, Charles V. Rohlicek, Jean-Christophe Houde, Guillaume Gilbert, Christine Saint-Martin, Kimberly Fontes, Annette Majnemer, Ariane Marelli, Pia Wintermark, Maxime Descoteaux, Marie Brossard-Racine
Format: Article
Language:English
Published: Elsevier 2020-01-01
Series:NeuroImage
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811919308468
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author Kaitlyn Easson
Charles V. Rohlicek
Jean-Christophe Houde
Guillaume Gilbert
Christine Saint-Martin
Kimberly Fontes
Annette Majnemer
Ariane Marelli
Pia Wintermark
Maxime Descoteaux
Marie Brossard-Racine
spellingShingle Kaitlyn Easson
Charles V. Rohlicek
Jean-Christophe Houde
Guillaume Gilbert
Christine Saint-Martin
Kimberly Fontes
Annette Majnemer
Ariane Marelli
Pia Wintermark
Maxime Descoteaux
Marie Brossard-Racine
Quantification of apparent axon density and orientation dispersion in the white matter of youth born with congenital heart disease
NeuroImage
Neurite orientation dispersion and density imaging
Diffusion tensor imaging
Congenital heart disease
White matter
Neurodevelopment
author_facet Kaitlyn Easson
Charles V. Rohlicek
Jean-Christophe Houde
Guillaume Gilbert
Christine Saint-Martin
Kimberly Fontes
Annette Majnemer
Ariane Marelli
Pia Wintermark
Maxime Descoteaux
Marie Brossard-Racine
author_sort Kaitlyn Easson
title Quantification of apparent axon density and orientation dispersion in the white matter of youth born with congenital heart disease
title_short Quantification of apparent axon density and orientation dispersion in the white matter of youth born with congenital heart disease
title_full Quantification of apparent axon density and orientation dispersion in the white matter of youth born with congenital heart disease
title_fullStr Quantification of apparent axon density and orientation dispersion in the white matter of youth born with congenital heart disease
title_full_unstemmed Quantification of apparent axon density and orientation dispersion in the white matter of youth born with congenital heart disease
title_sort quantification of apparent axon density and orientation dispersion in the white matter of youth born with congenital heart disease
publisher Elsevier
series NeuroImage
issn 1095-9572
publishDate 2020-01-01
description Background: White matter alterations have previously been demonstrated in adolescents born with congenital heart disease (CHD) using diffusion tensor imaging (DTI). However, due to the non-specific nature of DTI metrics, it is difficult to interpret these findings in terms of their microstructural implications. This study investigated the use of neurite orientation dispersion and density imaging (NODDI), which involves the acquisition of advanced multiple b-value data over two shells and provides proxy measures of apparent axon density and orientation dispersion within white matter, as a complement to classic DTI measures. Study design: Youth aged 16 to 24 years born with complex CHD and healthy peers underwent brain magnetic resonance imaging. White matter tract volumes and tract-average values of DTI and NODDI metrics were compared between groups. Tract-average DTI and NODDI results were spatially confirmed using tract-based spatial statistics. Results: There were widespread regions of lower tract-average neurite density index (NDI) in the CHD group as compared to the control group, particularly within long association tracts and in regions of the corpus callosum, accompanied by smaller white matter tract volumes and isolated clusters of lower fractional anisotropy (FA). There were no significant differences in orientation dispersion index (ODI) between groups. Conclusion: Lower apparent density of axonal packing, but not altered axonal orientation, is a key microstructural factor in the white matter abnormalities observed in youth born with CHD. These impairments in axonal packing may be an enduring consequence of early life brain injury and dysmaturation and may explain some of the long-term neuropsychological difficulties experienced by this at-risk group.
topic Neurite orientation dispersion and density imaging
Diffusion tensor imaging
Congenital heart disease
White matter
Neurodevelopment
url http://www.sciencedirect.com/science/article/pii/S1053811919308468
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spelling doaj-20157d2a56014257a8ba7a14b94b53a52020-11-25T02:59:34ZengElsevierNeuroImage1095-95722020-01-01205116255Quantification of apparent axon density and orientation dispersion in the white matter of youth born with congenital heart diseaseKaitlyn Easson0Charles V. Rohlicek1Jean-Christophe Houde2Guillaume Gilbert3Christine Saint-Martin4Kimberly Fontes5Annette Majnemer6Ariane Marelli7Pia Wintermark8Maxime Descoteaux9Marie Brossard-Racine10Advances in Brain & Child Development (ABCD) Research Laboratory, Research Institute of the McGill University Health Centre, Montreal, QC, Canada; Department of Neurology & Neurosurgery, Faculty of Medicine, McGill University, Montreal, QC, CanadaDepartment of Pediatrics, Division of Cardiology, Montreal Children’s Hospital, Montreal, QC, CanadaSherbrooke Connectivity Imaging Laboratory (SCIL), Université de Sherbrooke, Sherbrooke, QC, CanadaMR Clinical Science, Philips Healthcare, Markham, ON, CanadaDepartment of Medical Imaging, Division of Pediatric Radiology, Montreal Children’s Hospital, Montreal, QC, CanadaAdvances in Brain & Child Development (ABCD) Research Laboratory, Research Institute of the McGill University Health Centre, Montreal, QC, CanadaDepartment of Pediatrics, Division of Neurology, Montreal Children’s Hospital, Montreal, QC, Canada; School of Physical & Occupational Therapy, McGill University, Montreal, QC, CanadaMcGill Adult Unit for Congenital Heart Disease, Montreal, QC, CanadaDepartment of Pediatrics, Division of Neonatology, Montreal Children’s Hospital, Montreal, QC, CanadaSherbrooke Connectivity Imaging Laboratory (SCIL), Université de Sherbrooke, Sherbrooke, QC, CanadaAdvances in Brain & Child Development (ABCD) Research Laboratory, Research Institute of the McGill University Health Centre, Montreal, QC, Canada; Department of Neurology & Neurosurgery, Faculty of Medicine, McGill University, Montreal, QC, Canada; School of Physical & Occupational Therapy, McGill University, Montreal, QC, Canada; Department of Pediatrics, Division of Neonatology, Montreal Children’s Hospital, Montreal, QC, Canada; Corresponding author. Advances in Brain and Child Development Research Laboratory Research Institute of the McGill University Health Centre, 5252 boul. de Maisonneuve – 3F.46, Montreal, QC, H4A 3S5, Canada.Background: White matter alterations have previously been demonstrated in adolescents born with congenital heart disease (CHD) using diffusion tensor imaging (DTI). However, due to the non-specific nature of DTI metrics, it is difficult to interpret these findings in terms of their microstructural implications. This study investigated the use of neurite orientation dispersion and density imaging (NODDI), which involves the acquisition of advanced multiple b-value data over two shells and provides proxy measures of apparent axon density and orientation dispersion within white matter, as a complement to classic DTI measures. Study design: Youth aged 16 to 24 years born with complex CHD and healthy peers underwent brain magnetic resonance imaging. White matter tract volumes and tract-average values of DTI and NODDI metrics were compared between groups. Tract-average DTI and NODDI results were spatially confirmed using tract-based spatial statistics. Results: There were widespread regions of lower tract-average neurite density index (NDI) in the CHD group as compared to the control group, particularly within long association tracts and in regions of the corpus callosum, accompanied by smaller white matter tract volumes and isolated clusters of lower fractional anisotropy (FA). There were no significant differences in orientation dispersion index (ODI) between groups. Conclusion: Lower apparent density of axonal packing, but not altered axonal orientation, is a key microstructural factor in the white matter abnormalities observed in youth born with CHD. These impairments in axonal packing may be an enduring consequence of early life brain injury and dysmaturation and may explain some of the long-term neuropsychological difficulties experienced by this at-risk group.http://www.sciencedirect.com/science/article/pii/S1053811919308468Neurite orientation dispersion and density imagingDiffusion tensor imagingCongenital heart diseaseWhite matterNeurodevelopment