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Disruptions in cortico-subcortical covariance networks associated with anxiety in new-onset childhood epilepsy

Anxiety disorders represent a prevalent psychiatric comorbidity in both adults and children with epilepsy for which the etiology remains controversial. Neurobiological contributions have been suggested, but only limited evidence suggests abnormal brain volumes particularly in children with epilepsy...

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Autores principales: Garcia-Ramos, Camille, Lin, Jack J, Bonilha, Leonardo, Jones, Jana E, Jackson, Daren C, Prabhakaran, Vivek, Hermann, Bruce P
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5094270/
https://www.ncbi.nlm.nih.gov/pubmed/27830114
http://dx.doi.org/10.1016/j.nicl.2016.10.017
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author Garcia-Ramos, Camille
Lin, Jack J
Bonilha, Leonardo
Jones, Jana E
Jackson, Daren C
Prabhakaran, Vivek
Hermann, Bruce P
author_facet Garcia-Ramos, Camille
Lin, Jack J
Bonilha, Leonardo
Jones, Jana E
Jackson, Daren C
Prabhakaran, Vivek
Hermann, Bruce P
author_sort Garcia-Ramos, Camille
collection PubMed
description Anxiety disorders represent a prevalent psychiatric comorbidity in both adults and children with epilepsy for which the etiology remains controversial. Neurobiological contributions have been suggested, but only limited evidence suggests abnormal brain volumes particularly in children with epilepsy and anxiety. Since the brain develops in an organized fashion, covariance analyses between different brain regions can be investigated as a network and analyzed using graph theory methods. We examined 46 healthy children (HC) and youth with recent onset idiopathic epilepsies with (n = 24) and without (n = 62) anxiety disorders. Graph theory (GT) analyses based on the covariance between the volumes of 85 cortical/subcortical regions were investigated. Both groups with epilepsy demonstrated less inter-modular relationships in the synchronization of cortical/subcortical volumes compared to controls, with the epilepsy and anxiety group presenting the strongest modular organization. Frontal and occipital regions in non-anxious epilepsy, and areas throughout the brain in children with epilepsy and anxiety, showed the highest centrality compared to controls. Furthermore, most of the nodes correlating to amygdala volumes were subcortical structures, with the exception of the left insula and the right frontal pole, which presented high betweenness centrality (BC); therefore, their influence in the network is not necessarily local but potentially influencing other more distant regions. In conclusion, children with recent onset epilepsy and anxiety demonstrate large scale disruptions in cortical and subcortical brain regions. Network science may not only provide insight into the possible neurobiological correlates of important comorbidities of epilepsy, but also the ways that cortical and subcortical disruption occurs.
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spelling pubmed-50942702016-11-09 Disruptions in cortico-subcortical covariance networks associated with anxiety in new-onset childhood epilepsy Garcia-Ramos, Camille Lin, Jack J Bonilha, Leonardo Jones, Jana E Jackson, Daren C Prabhakaran, Vivek Hermann, Bruce P Neuroimage Clin Regular Article Anxiety disorders represent a prevalent psychiatric comorbidity in both adults and children with epilepsy for which the etiology remains controversial. Neurobiological contributions have been suggested, but only limited evidence suggests abnormal brain volumes particularly in children with epilepsy and anxiety. Since the brain develops in an organized fashion, covariance analyses between different brain regions can be investigated as a network and analyzed using graph theory methods. We examined 46 healthy children (HC) and youth with recent onset idiopathic epilepsies with (n = 24) and without (n = 62) anxiety disorders. Graph theory (GT) analyses based on the covariance between the volumes of 85 cortical/subcortical regions were investigated. Both groups with epilepsy demonstrated less inter-modular relationships in the synchronization of cortical/subcortical volumes compared to controls, with the epilepsy and anxiety group presenting the strongest modular organization. Frontal and occipital regions in non-anxious epilepsy, and areas throughout the brain in children with epilepsy and anxiety, showed the highest centrality compared to controls. Furthermore, most of the nodes correlating to amygdala volumes were subcortical structures, with the exception of the left insula and the right frontal pole, which presented high betweenness centrality (BC); therefore, their influence in the network is not necessarily local but potentially influencing other more distant regions. In conclusion, children with recent onset epilepsy and anxiety demonstrate large scale disruptions in cortical and subcortical brain regions. Network science may not only provide insight into the possible neurobiological correlates of important comorbidities of epilepsy, but also the ways that cortical and subcortical disruption occurs. Elsevier 2016-10-23 /pmc/articles/PMC5094270/ /pubmed/27830114 http://dx.doi.org/10.1016/j.nicl.2016.10.017 Text en © 2016 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Regular Article
Garcia-Ramos, Camille
Lin, Jack J
Bonilha, Leonardo
Jones, Jana E
Jackson, Daren C
Prabhakaran, Vivek
Hermann, Bruce P
Disruptions in cortico-subcortical covariance networks associated with anxiety in new-onset childhood epilepsy
title Disruptions in cortico-subcortical covariance networks associated with anxiety in new-onset childhood epilepsy
title_full Disruptions in cortico-subcortical covariance networks associated with anxiety in new-onset childhood epilepsy
title_fullStr Disruptions in cortico-subcortical covariance networks associated with anxiety in new-onset childhood epilepsy
title_full_unstemmed Disruptions in cortico-subcortical covariance networks associated with anxiety in new-onset childhood epilepsy
title_short Disruptions in cortico-subcortical covariance networks associated with anxiety in new-onset childhood epilepsy
title_sort disruptions in cortico-subcortical covariance networks associated with anxiety in new-onset childhood epilepsy
topic Regular Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5094270/
https://www.ncbi.nlm.nih.gov/pubmed/27830114
http://dx.doi.org/10.1016/j.nicl.2016.10.017
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