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Changes in functional organization and white matter integrity in the connectome in Parkinson's disease
Parkinson's disease (PD) leads to dysfunction in multiple cortico-striatal circuits. The neurodegeneration has also been associated with impaired white matter integrity. This structural and functional “disconnection” in PD needs further characterization. We investigated the structural and funct...
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/PMC5226806/ https://www.ncbi.nlm.nih.gov/pubmed/28116232 http://dx.doi.org/10.1016/j.nicl.2016.12.019 |
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author | Tinaz, Sule Lauro, Peter M. Ghosh, Pritha Lungu, Codrin Horovitz, Silvina G. |
author_facet | Tinaz, Sule Lauro, Peter M. Ghosh, Pritha Lungu, Codrin Horovitz, Silvina G. |
author_sort | Tinaz, Sule |
collection | PubMed |
description | Parkinson's disease (PD) leads to dysfunction in multiple cortico-striatal circuits. The neurodegeneration has also been associated with impaired white matter integrity. This structural and functional “disconnection” in PD needs further characterization. We investigated the structural and functional organization of the PD whole brain connectome consisting of 200 nodes using diffusion tensor imaging and resting-state functional MRI, respectively. Data from 20 non-demented PD patients on dopaminergic medication and 20 matched controls were analyzed using graph theory-based methods. We focused on node strength, clustering coefficient, and local efficiency as measures of local network properties; and network modularity as a measure of information flow. PD patients showed reduced white matter connectivity in frontoparietal-striatal nodes compared to controls, but no change in modular organization of the white matter tracts. PD group also showed reduction in functional local network metrics in many nodes distributed across the connectome. There was also decreased functional modularity in the core cognitive networks including the default mode and dorsal attention networks, and sensorimotor network, as well as a lack of modular distinction in the orbitofrontal and basal ganglia nodes in the PD group compared to controls. Our results suggest that despite subtle white matter connectivity changes, the overall structural organization of the PD connectome remains robust at relatively early disease stages. However, there is a breakdown in the functional modular organization of the PD connectome. |
format | Online Article Text |
id | pubmed-5226806 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-52268062017-01-23 Changes in functional organization and white matter integrity in the connectome in Parkinson's disease Tinaz, Sule Lauro, Peter M. Ghosh, Pritha Lungu, Codrin Horovitz, Silvina G. Neuroimage Clin Regular Article Parkinson's disease (PD) leads to dysfunction in multiple cortico-striatal circuits. The neurodegeneration has also been associated with impaired white matter integrity. This structural and functional “disconnection” in PD needs further characterization. We investigated the structural and functional organization of the PD whole brain connectome consisting of 200 nodes using diffusion tensor imaging and resting-state functional MRI, respectively. Data from 20 non-demented PD patients on dopaminergic medication and 20 matched controls were analyzed using graph theory-based methods. We focused on node strength, clustering coefficient, and local efficiency as measures of local network properties; and network modularity as a measure of information flow. PD patients showed reduced white matter connectivity in frontoparietal-striatal nodes compared to controls, but no change in modular organization of the white matter tracts. PD group also showed reduction in functional local network metrics in many nodes distributed across the connectome. There was also decreased functional modularity in the core cognitive networks including the default mode and dorsal attention networks, and sensorimotor network, as well as a lack of modular distinction in the orbitofrontal and basal ganglia nodes in the PD group compared to controls. Our results suggest that despite subtle white matter connectivity changes, the overall structural organization of the PD connectome remains robust at relatively early disease stages. However, there is a breakdown in the functional modular organization of the PD connectome. Elsevier 2016-12-19 /pmc/articles/PMC5226806/ /pubmed/28116232 http://dx.doi.org/10.1016/j.nicl.2016.12.019 Text en © 2016 The Author(s) 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 Tinaz, Sule Lauro, Peter M. Ghosh, Pritha Lungu, Codrin Horovitz, Silvina G. Changes in functional organization and white matter integrity in the connectome in Parkinson's disease |
title | Changes in functional organization and white matter integrity in the connectome in Parkinson's disease |
title_full | Changes in functional organization and white matter integrity in the connectome in Parkinson's disease |
title_fullStr | Changes in functional organization and white matter integrity in the connectome in Parkinson's disease |
title_full_unstemmed | Changes in functional organization and white matter integrity in the connectome in Parkinson's disease |
title_short | Changes in functional organization and white matter integrity in the connectome in Parkinson's disease |
title_sort | changes in functional organization and white matter integrity in the connectome in parkinson's disease |
topic | Regular Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5226806/ https://www.ncbi.nlm.nih.gov/pubmed/28116232 http://dx.doi.org/10.1016/j.nicl.2016.12.019 |
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