Relationship of white matter network topology and cognitive outcome in adolescents with d-transposition of the great arteries

Patients with congenital heart disease (CHD) are at risk for neurocognitive impairments. Little is known about the impact of CHD on the organization of large-scale brain networks. We applied graph analysis techniques to diffusion tensor imaging (DTI) data obtained from 49 adolescents with dextro-tr...

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Main Authors: Ashok Panigrahy, Vincent J. Schmithorst, Jessica L. Wisnowski, Christopher G. Watson, David C. Bellinger, Jane W. Newburger, Michael J. Rivkin
Format: Article
Language:English
Published: Elsevier 2015-01-01
Series:NeuroImage: Clinical
Subjects:
MRI
Online Access:http://www.sciencedirect.com/science/article/pii/S2213158215000145
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spelling doaj-576dcdecaee649a483194b81a7925d4c2020-11-24T22:23:18ZengElsevierNeuroImage: Clinical2213-15822015-01-017C43844810.1016/j.nicl.2015.01.013Relationship of white matter network topology and cognitive outcome in adolescents with d-transposition of the great arteriesAshok Panigrahy0Vincent J. Schmithorst1Jessica L. Wisnowski2Christopher G. Watson3David C. Bellinger4Jane W. Newburger5Michael J. Rivkin6Department of Pediatric Radiology, Children's Hospital of Pittsburgh of UPMC, Pittsburgh, CA, USADepartment of Pediatric Radiology, Children's Hospital of Pittsburgh of UPMC, Pittsburgh, CA, USADepartment of Pediatric Radiology, Children's Hospital of Pittsburgh of UPMC, Pittsburgh, CA, USADepartment of Neurology, Boston Children's Hospital, Boston, MA, USADepartment of Neurology, Boston Children's Hospital, Boston, MA, USADepartment of Cardiology, Boston Children's Hospital, Boston, MA, USADepartment of Neurology, Boston Children's Hospital, Boston, MA, USA Patients with congenital heart disease (CHD) are at risk for neurocognitive impairments. Little is known about the impact of CHD on the organization of large-scale brain networks. We applied graph analysis techniques to diffusion tensor imaging (DTI) data obtained from 49 adolescents with dextro-transposition of the great arteries (d-TGA) repaired with the arterial switch operation in early infancy and 29 healthy referent adolescents. We examined whether differences in neurocognitive functioning were related to white matter network topology. We developed mediation models revealing the respective contributions of peri-operative variables and network topology on cognitive outcome. Adolescents with d-TGA had reduced global efficiency at a trend level (p = 0.061), increased modularity (p = 0.012), and increased small-worldness (p = 0.026) as compared to controls. Moreover, these network properties mediated neurocognitive differences between the d-TGA and referent adolescents across every domain assessed. Finally, structural network topology mediated the neuroprotective effect of longer duration of core cooling during reparative neonatal cardiac surgery, as well as the detrimental effects of prolonged hospitalization. Taken together, worse neurocognitive function in adolescents with d-TGA is mediated by global differences in white matter network topology, suggesting that disruption of this configuration of large-scale networks drives neurocognitive dysfunction. These data provide new insights into the interplay between perioperative factors, brain organization, and cognition in patients with complex CHD. http://www.sciencedirect.com/science/article/pii/S2213158215000145Braind-TGAFractional anisotropyMRINeurodevelopment
collection DOAJ
language English
format Article
sources DOAJ
author Ashok Panigrahy
Vincent J. Schmithorst
Jessica L. Wisnowski
Christopher G. Watson
David C. Bellinger
Jane W. Newburger
Michael J. Rivkin
spellingShingle Ashok Panigrahy
Vincent J. Schmithorst
Jessica L. Wisnowski
Christopher G. Watson
David C. Bellinger
Jane W. Newburger
Michael J. Rivkin
Relationship of white matter network topology and cognitive outcome in adolescents with d-transposition of the great arteries
NeuroImage: Clinical
Brain
d-TGA
Fractional anisotropy
MRI
Neurodevelopment
author_facet Ashok Panigrahy
Vincent J. Schmithorst
Jessica L. Wisnowski
Christopher G. Watson
David C. Bellinger
Jane W. Newburger
Michael J. Rivkin
author_sort Ashok Panigrahy
title Relationship of white matter network topology and cognitive outcome in adolescents with d-transposition of the great arteries
title_short Relationship of white matter network topology and cognitive outcome in adolescents with d-transposition of the great arteries
title_full Relationship of white matter network topology and cognitive outcome in adolescents with d-transposition of the great arteries
title_fullStr Relationship of white matter network topology and cognitive outcome in adolescents with d-transposition of the great arteries
title_full_unstemmed Relationship of white matter network topology and cognitive outcome in adolescents with d-transposition of the great arteries
title_sort relationship of white matter network topology and cognitive outcome in adolescents with d-transposition of the great arteries
publisher Elsevier
series NeuroImage: Clinical
issn 2213-1582
publishDate 2015-01-01
description Patients with congenital heart disease (CHD) are at risk for neurocognitive impairments. Little is known about the impact of CHD on the organization of large-scale brain networks. We applied graph analysis techniques to diffusion tensor imaging (DTI) data obtained from 49 adolescents with dextro-transposition of the great arteries (d-TGA) repaired with the arterial switch operation in early infancy and 29 healthy referent adolescents. We examined whether differences in neurocognitive functioning were related to white matter network topology. We developed mediation models revealing the respective contributions of peri-operative variables and network topology on cognitive outcome. Adolescents with d-TGA had reduced global efficiency at a trend level (p = 0.061), increased modularity (p = 0.012), and increased small-worldness (p = 0.026) as compared to controls. Moreover, these network properties mediated neurocognitive differences between the d-TGA and referent adolescents across every domain assessed. Finally, structural network topology mediated the neuroprotective effect of longer duration of core cooling during reparative neonatal cardiac surgery, as well as the detrimental effects of prolonged hospitalization. Taken together, worse neurocognitive function in adolescents with d-TGA is mediated by global differences in white matter network topology, suggesting that disruption of this configuration of large-scale networks drives neurocognitive dysfunction. These data provide new insights into the interplay between perioperative factors, brain organization, and cognition in patients with complex CHD.
topic Brain
d-TGA
Fractional anisotropy
MRI
Neurodevelopment
url http://www.sciencedirect.com/science/article/pii/S2213158215000145
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