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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...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2016
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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. |
format | Online Article Text |
id | pubmed-4909094 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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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