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Whole-brain analytic measures of network communication reveal increased structure-function correlation in right temporal lobe epilepsy

The in vivo structure-function relationship is key to understanding brain network reorganization due to pathologies. This relationship is likely to be particularly complex in brain network diseases such as temporal lobe epilepsy, in which disturbed large-scale systems are involved in both transient...

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Autores principales: Wirsich, Jonathan, Perry, Alistair, Ridley, Ben, Proix, Timothée, Golos, Mathieu, Bénar, Christian, Ranjeva, Jean-Philippe, Bartolomei, Fabrice, Breakspear, Michael, Jirsa, Viktor, Guye, Maxime
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4909094/
https://www.ncbi.nlm.nih.gov/pubmed/27330970
http://dx.doi.org/10.1016/j.nicl.2016.05.010
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author Wirsich, Jonathan
Perry, Alistair
Ridley, Ben
Proix, Timothée
Golos, Mathieu
Bénar, Christian
Ranjeva, Jean-Philippe
Bartolomei, Fabrice
Breakspear, Michael
Jirsa, Viktor
Guye, Maxime
author_facet Wirsich, Jonathan
Perry, Alistair
Ridley, Ben
Proix, Timothée
Golos, Mathieu
Bénar, Christian
Ranjeva, Jean-Philippe
Bartolomei, Fabrice
Breakspear, Michael
Jirsa, Viktor
Guye, Maxime
author_sort Wirsich, Jonathan
collection PubMed
description The in vivo structure-function relationship is key to understanding brain network reorganization due to pathologies. This relationship is likely to be particularly complex in brain network diseases such as temporal lobe epilepsy, in which disturbed large-scale systems are involved in both transient electrical events and long-lasting functional and structural impairments. Herein, we estimated this relationship by analyzing the correlation between structural connectivity and functional connectivity in terms of analytical network communication parameters. As such, we targeted the gradual topological structure-function reorganization caused by the pathology not only at the whole brain scale but also both in core and peripheral regions of the brain. We acquired diffusion (dMRI) and resting-state fMRI (rsfMRI) data in seven right-lateralized TLE (rTLE) patients and fourteen healthy controls and analyzed the structure-function relationship by using analytical network communication metrics derived from the structural connectome. In rTLE patients, we found a widespread hypercorrelated functional network. Network communication analysis revealed greater unspecific branching of the shortest path (search information) in the structural connectome and a higher global correlation between the structural and functional connectivity for the patient group. We also found evidence for a preserved structural rich-club in the patient group. In sum, global augmentation of structure-function correlation might be linked to a smaller functional repertoire in rTLE patients, while sparing the central core of the brain which may represent a pathway that facilitates the spread of seizures.
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spelling pubmed-49090942016-06-21 Whole-brain analytic measures of network communication reveal increased structure-function correlation in right temporal lobe epilepsy Wirsich, Jonathan Perry, Alistair Ridley, Ben Proix, Timothée Golos, Mathieu Bénar, Christian Ranjeva, Jean-Philippe Bartolomei, Fabrice Breakspear, Michael Jirsa, Viktor Guye, Maxime Neuroimage Clin Regular Article The in vivo structure-function relationship is key to understanding brain network reorganization due to pathologies. This relationship is likely to be particularly complex in brain network diseases such as temporal lobe epilepsy, in which disturbed large-scale systems are involved in both transient electrical events and long-lasting functional and structural impairments. Herein, we estimated this relationship by analyzing the correlation between structural connectivity and functional connectivity in terms of analytical network communication parameters. As such, we targeted the gradual topological structure-function reorganization caused by the pathology not only at the whole brain scale but also both in core and peripheral regions of the brain. We acquired diffusion (dMRI) and resting-state fMRI (rsfMRI) data in seven right-lateralized TLE (rTLE) patients and fourteen healthy controls and analyzed the structure-function relationship by using analytical network communication metrics derived from the structural connectome. In rTLE patients, we found a widespread hypercorrelated functional network. Network communication analysis revealed greater unspecific branching of the shortest path (search information) in the structural connectome and a higher global correlation between the structural and functional connectivity for the patient group. We also found evidence for a preserved structural rich-club in the patient group. In sum, global augmentation of structure-function correlation might be linked to a smaller functional repertoire in rTLE patients, while sparing the central core of the brain which may represent a pathway that facilitates the spread of seizures. Elsevier 2016-05-19 /pmc/articles/PMC4909094/ /pubmed/27330970 http://dx.doi.org/10.1016/j.nicl.2016.05.010 Text en © 2016 Published by Elsevier Inc. 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
Wirsich, Jonathan
Perry, Alistair
Ridley, Ben
Proix, Timothée
Golos, Mathieu
Bénar, Christian
Ranjeva, Jean-Philippe
Bartolomei, Fabrice
Breakspear, Michael
Jirsa, Viktor
Guye, Maxime
Whole-brain analytic measures of network communication reveal increased structure-function correlation in right temporal lobe epilepsy
title Whole-brain analytic measures of network communication reveal increased structure-function correlation in right temporal lobe epilepsy
title_full Whole-brain analytic measures of network communication reveal increased structure-function correlation in right temporal lobe epilepsy
title_fullStr Whole-brain analytic measures of network communication reveal increased structure-function correlation in right temporal lobe epilepsy
title_full_unstemmed Whole-brain analytic measures of network communication reveal increased structure-function correlation in right temporal lobe epilepsy
title_short Whole-brain analytic measures of network communication reveal increased structure-function correlation in right temporal lobe epilepsy
title_sort whole-brain analytic measures of network communication reveal increased structure-function correlation in right temporal lobe epilepsy
topic Regular Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4909094/
https://www.ncbi.nlm.nih.gov/pubmed/27330970
http://dx.doi.org/10.1016/j.nicl.2016.05.010
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