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Reduced rich-club connectivity is related to disability in primary progressive MS
OBJECTIVE: To investigate whether the structural connectivity of the brain's rich-club organization is altered in patients with primary progressive MS and whether such changes to this fundamental network feature are associated with disability measures. METHODS: We recruited 37 patients with pri...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2017
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5532749/ https://www.ncbi.nlm.nih.gov/pubmed/28804744 http://dx.doi.org/10.1212/NXI.0000000000000375 |
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author | Stellmann, Jan-Patrick Hodecker, Sibylle Cheng, Bastian Wanke, Nadine Young, Kim Lea Hilgetag, Claus Gerloff, Christian Heesen, Christoph Thomalla, Götz Siemonsen, Susanne |
author_facet | Stellmann, Jan-Patrick Hodecker, Sibylle Cheng, Bastian Wanke, Nadine Young, Kim Lea Hilgetag, Claus Gerloff, Christian Heesen, Christoph Thomalla, Götz Siemonsen, Susanne |
author_sort | Stellmann, Jan-Patrick |
collection | PubMed |
description | OBJECTIVE: To investigate whether the structural connectivity of the brain's rich-club organization is altered in patients with primary progressive MS and whether such changes to this fundamental network feature are associated with disability measures. METHODS: We recruited 37 patients with primary progressive MS and 21 healthy controls for an observational cohort study. Structural connectomes were reconstructed based on diffusion-weighted imaging data using probabilistic tractography and analyzed with graph theory. RESULTS: We observed the same topological organization of brain networks in patients and controls. Consistent with the originally defined rich-club regions, we identified superior frontal, precuneus, superior parietal, and insular cortex in both hemispheres as rich-club nodes. Connectivity within the rich club was significantly reduced in patients with MS (p = 0.039). The extent of reduced rich-club connectivity correlated with clinical measurements of mobility (Kendall rank correlation coefficient τ = −0.20, p = 0.047), hand function (τ = −0.26, p = 0.014), and information processing speed (τ = −0.20, p = 0.049). CONCLUSIONS: In patients with primary progressive MS, the fundamental organization of the structural connectome in rich-club and peripheral nodes was preserved and did not differ from healthy controls. The proportion of rich-club connections was altered and correlated with disability measures. Thus, the rich-club organization of the brain may be a promising network phenotype for understanding the patterns and mechanisms of neurodegeneration in MS. |
format | Online Article Text |
id | pubmed-5532749 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
spelling | pubmed-55327492017-08-11 Reduced rich-club connectivity is related to disability in primary progressive MS Stellmann, Jan-Patrick Hodecker, Sibylle Cheng, Bastian Wanke, Nadine Young, Kim Lea Hilgetag, Claus Gerloff, Christian Heesen, Christoph Thomalla, Götz Siemonsen, Susanne Neurol Neuroimmunol Neuroinflamm Article OBJECTIVE: To investigate whether the structural connectivity of the brain's rich-club organization is altered in patients with primary progressive MS and whether such changes to this fundamental network feature are associated with disability measures. METHODS: We recruited 37 patients with primary progressive MS and 21 healthy controls for an observational cohort study. Structural connectomes were reconstructed based on diffusion-weighted imaging data using probabilistic tractography and analyzed with graph theory. RESULTS: We observed the same topological organization of brain networks in patients and controls. Consistent with the originally defined rich-club regions, we identified superior frontal, precuneus, superior parietal, and insular cortex in both hemispheres as rich-club nodes. Connectivity within the rich club was significantly reduced in patients with MS (p = 0.039). The extent of reduced rich-club connectivity correlated with clinical measurements of mobility (Kendall rank correlation coefficient τ = −0.20, p = 0.047), hand function (τ = −0.26, p = 0.014), and information processing speed (τ = −0.20, p = 0.049). CONCLUSIONS: In patients with primary progressive MS, the fundamental organization of the structural connectome in rich-club and peripheral nodes was preserved and did not differ from healthy controls. The proportion of rich-club connections was altered and correlated with disability measures. Thus, the rich-club organization of the brain may be a promising network phenotype for understanding the patterns and mechanisms of neurodegeneration in MS. Lippincott Williams & Wilkins 2017-07-27 /pmc/articles/PMC5532749/ /pubmed/28804744 http://dx.doi.org/10.1212/NXI.0000000000000375 Text en Copyright © 2017 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of the American Academy of Neurology This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (http://creativecommons.org/licenses/by-nc-nd/4.0/) , which permits downloading and sharing the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal. |
spellingShingle | Article Stellmann, Jan-Patrick Hodecker, Sibylle Cheng, Bastian Wanke, Nadine Young, Kim Lea Hilgetag, Claus Gerloff, Christian Heesen, Christoph Thomalla, Götz Siemonsen, Susanne Reduced rich-club connectivity is related to disability in primary progressive MS |
title | Reduced rich-club connectivity is related to disability in primary progressive MS |
title_full | Reduced rich-club connectivity is related to disability in primary progressive MS |
title_fullStr | Reduced rich-club connectivity is related to disability in primary progressive MS |
title_full_unstemmed | Reduced rich-club connectivity is related to disability in primary progressive MS |
title_short | Reduced rich-club connectivity is related to disability in primary progressive MS |
title_sort | reduced rich-club connectivity is related to disability in primary progressive ms |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5532749/ https://www.ncbi.nlm.nih.gov/pubmed/28804744 http://dx.doi.org/10.1212/NXI.0000000000000375 |
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