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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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.
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topic |
Brain d-TGA Fractional anisotropy MRI Neurodevelopment |
url |
http://www.sciencedirect.com/science/article/pii/S2213158215000145 |
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