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Reduced structural connectivity in cortico-striatal-thalamic network in neonates with congenital heart disease

Impaired brain development has been observed in newborns with congenital heart disease (CHD). We performed graph theoretical analyses and network-based statistics (NBS) to assess global brain network topology and identify subnetworks of altered connectivity in infants with CHD prior to cardiac surge...

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Autores principales: Ní Bhroin, Megan, Abo Seada, Samy, Bonthrone, Alexandra F., Kelly, Christopher J., Christiaens, Daan, Schuh, Andreas, Pietsch, Maximilian, Hutter, Jana, Tournier, J-Donald, Cordero-Grande, Lucillio, Rueckert, Daniel, Hajnal, Joseph V., Pushparajah, Kuberan, Simpson, John, Edwards, A. David, Rutherford, Mary A., Counsell, Serena J., Batalle, Dafnis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7520425/
https://www.ncbi.nlm.nih.gov/pubmed/32987301
http://dx.doi.org/10.1016/j.nicl.2020.102423
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author Ní Bhroin, Megan
Abo Seada, Samy
Bonthrone, Alexandra F.
Kelly, Christopher J.
Christiaens, Daan
Schuh, Andreas
Pietsch, Maximilian
Hutter, Jana
Tournier, J-Donald
Cordero-Grande, Lucillio
Rueckert, Daniel
Hajnal, Joseph V.
Pushparajah, Kuberan
Simpson, John
Edwards, A. David
Rutherford, Mary A.
Counsell, Serena J.
Batalle, Dafnis
author_facet Ní Bhroin, Megan
Abo Seada, Samy
Bonthrone, Alexandra F.
Kelly, Christopher J.
Christiaens, Daan
Schuh, Andreas
Pietsch, Maximilian
Hutter, Jana
Tournier, J-Donald
Cordero-Grande, Lucillio
Rueckert, Daniel
Hajnal, Joseph V.
Pushparajah, Kuberan
Simpson, John
Edwards, A. David
Rutherford, Mary A.
Counsell, Serena J.
Batalle, Dafnis
author_sort Ní Bhroin, Megan
collection PubMed
description Impaired brain development has been observed in newborns with congenital heart disease (CHD). We performed graph theoretical analyses and network-based statistics (NBS) to assess global brain network topology and identify subnetworks of altered connectivity in infants with CHD prior to cardiac surgery. Fifty-eight infants with critical/serious CHD prior to surgery and 116 matched healthy controls as part of the developing Human Connectome Project (dHCP) underwent MRI on a 3T system and high angular resolution diffusion MRI (HARDI) was obtained. Multi-tissue constrained spherical deconvolution, anatomically constrained probabilistic tractography (ACT) and spherical-deconvolution informed filtering of tractograms (SIFT2) was used to construct weighted structural networks. Network topology was assessed and NBS was used to identify structural connectivity differences between CHD and control groups. Structural networks were partitioned into core and peripheral nodes, and edges classed as core, peripheral, or feeder. NBS identified one subnetwork with reduced structural connectivity in CHD infants involving basal ganglia, amygdala, hippocampus, cerebellum, vermis, and temporal and parieto-occipital lobe, primarily affecting core nodes and edges. However, we did not find significantly different global network characteristics in CHD neonates. This locally affected sub-network with reduced connectivity could explain, at least in part, the neurodevelopmental impairments associated with CHD.
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spelling pubmed-75204252020-10-02 Reduced structural connectivity in cortico-striatal-thalamic network in neonates with congenital heart disease Ní Bhroin, Megan Abo Seada, Samy Bonthrone, Alexandra F. Kelly, Christopher J. Christiaens, Daan Schuh, Andreas Pietsch, Maximilian Hutter, Jana Tournier, J-Donald Cordero-Grande, Lucillio Rueckert, Daniel Hajnal, Joseph V. Pushparajah, Kuberan Simpson, John Edwards, A. David Rutherford, Mary A. Counsell, Serena J. Batalle, Dafnis Neuroimage Clin Regular Article Impaired brain development has been observed in newborns with congenital heart disease (CHD). We performed graph theoretical analyses and network-based statistics (NBS) to assess global brain network topology and identify subnetworks of altered connectivity in infants with CHD prior to cardiac surgery. Fifty-eight infants with critical/serious CHD prior to surgery and 116 matched healthy controls as part of the developing Human Connectome Project (dHCP) underwent MRI on a 3T system and high angular resolution diffusion MRI (HARDI) was obtained. Multi-tissue constrained spherical deconvolution, anatomically constrained probabilistic tractography (ACT) and spherical-deconvolution informed filtering of tractograms (SIFT2) was used to construct weighted structural networks. Network topology was assessed and NBS was used to identify structural connectivity differences between CHD and control groups. Structural networks were partitioned into core and peripheral nodes, and edges classed as core, peripheral, or feeder. NBS identified one subnetwork with reduced structural connectivity in CHD infants involving basal ganglia, amygdala, hippocampus, cerebellum, vermis, and temporal and parieto-occipital lobe, primarily affecting core nodes and edges. However, we did not find significantly different global network characteristics in CHD neonates. This locally affected sub-network with reduced connectivity could explain, at least in part, the neurodevelopmental impairments associated with CHD. Elsevier 2020-09-15 /pmc/articles/PMC7520425/ /pubmed/32987301 http://dx.doi.org/10.1016/j.nicl.2020.102423 Text en © 2020 The Author(s) http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Regular Article
Ní Bhroin, Megan
Abo Seada, Samy
Bonthrone, Alexandra F.
Kelly, Christopher J.
Christiaens, Daan
Schuh, Andreas
Pietsch, Maximilian
Hutter, Jana
Tournier, J-Donald
Cordero-Grande, Lucillio
Rueckert, Daniel
Hajnal, Joseph V.
Pushparajah, Kuberan
Simpson, John
Edwards, A. David
Rutherford, Mary A.
Counsell, Serena J.
Batalle, Dafnis
Reduced structural connectivity in cortico-striatal-thalamic network in neonates with congenital heart disease
title Reduced structural connectivity in cortico-striatal-thalamic network in neonates with congenital heart disease
title_full Reduced structural connectivity in cortico-striatal-thalamic network in neonates with congenital heart disease
title_fullStr Reduced structural connectivity in cortico-striatal-thalamic network in neonates with congenital heart disease
title_full_unstemmed Reduced structural connectivity in cortico-striatal-thalamic network in neonates with congenital heart disease
title_short Reduced structural connectivity in cortico-striatal-thalamic network in neonates with congenital heart disease
title_sort reduced structural connectivity in cortico-striatal-thalamic network in neonates with congenital heart disease
topic Regular Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7520425/
https://www.ncbi.nlm.nih.gov/pubmed/32987301
http://dx.doi.org/10.1016/j.nicl.2020.102423
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