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Alterations and test–retest reliability of functional connectivity network measures in cerebral small vessel disease
While structural network analysis consolidated the hypothesis of cerebral small vessel disease (SVD) being a disconnection syndrome, little is known about functional changes on the level of brain networks. In patients with genetically defined SVD (CADASIL, n = 41) and sporadic SVD (n = 46), we indep...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley & Sons, Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7294060/ https://www.ncbi.nlm.nih.gov/pubmed/32087047 http://dx.doi.org/10.1002/hbm.24967 |
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author | Gesierich, Benno Tuladhar, Anil Man ter Telgte, Annemieke Wiegertjes, Kim Konieczny, Marek J. Finsterwalder, Sofia Hübner, Mathias Pirpamer, Lukas Koini, Marisa Abdulkadir, Ahmed Franzmeier, Nicolai Norris, David G. Marques, José P. zu Eulenburg, Peter Ewers, Michael Schmidt, Reinhold de Leeuw, Frank‐Erik Duering, Marco |
author_facet | Gesierich, Benno Tuladhar, Anil Man ter Telgte, Annemieke Wiegertjes, Kim Konieczny, Marek J. Finsterwalder, Sofia Hübner, Mathias Pirpamer, Lukas Koini, Marisa Abdulkadir, Ahmed Franzmeier, Nicolai Norris, David G. Marques, José P. zu Eulenburg, Peter Ewers, Michael Schmidt, Reinhold de Leeuw, Frank‐Erik Duering, Marco |
author_sort | Gesierich, Benno |
collection | PubMed |
description | While structural network analysis consolidated the hypothesis of cerebral small vessel disease (SVD) being a disconnection syndrome, little is known about functional changes on the level of brain networks. In patients with genetically defined SVD (CADASIL, n = 41) and sporadic SVD (n = 46), we independently tested the hypothesis that functional networks change with SVD burden and mediate the effect of disease burden on cognitive performance, in particular slowing of processing speed. We further determined test–retest reliability of functional network measures in sporadic SVD patients participating in a high‐frequency (monthly) serial imaging study (RUN DMC—InTENse, median: 8 MRIs per participant). Functional networks for the whole brain and major subsystems (i.e., default mode network, DMN; fronto‐parietal task control network, FPCN; visual network, VN; hand somatosensory‐motor network, HSMN) were constructed based on resting‐state multi‐band functional MRI. In CADASIL, global efficiency (a graph metric capturing network integration) of the DMN was lower in patients with high disease burden (standardized beta = −.44; p [corrected] = .035) and mediated the negative effect of disease burden on processing speed (indirect path: std. beta = −.20, p = .047; direct path: std. beta = −.19, p = .25; total effect: std. beta = −.39, p = .02). The corresponding analyses in sporadic SVD showed no effect. Intraclass correlations in the high‐frequency serial MRI dataset of the sporadic SVD patients revealed poor test–retest reliability and analysis of individual variability suggested an influence of age, but not disease burden, on global efficiency. In conclusion, our results suggest that changes in functional connectivity networks mediate the effect of SVD‐related brain damage on cognitive deficits. However, limited reliability of functional network measures, possibly due to age‐related comorbidities, impedes the analysis in elderly SVD patients. |
format | Online Article Text |
id | pubmed-7294060 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley & Sons, Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-72940602020-06-15 Alterations and test–retest reliability of functional connectivity network measures in cerebral small vessel disease Gesierich, Benno Tuladhar, Anil Man ter Telgte, Annemieke Wiegertjes, Kim Konieczny, Marek J. Finsterwalder, Sofia Hübner, Mathias Pirpamer, Lukas Koini, Marisa Abdulkadir, Ahmed Franzmeier, Nicolai Norris, David G. Marques, José P. zu Eulenburg, Peter Ewers, Michael Schmidt, Reinhold de Leeuw, Frank‐Erik Duering, Marco Hum Brain Mapp Research Articles While structural network analysis consolidated the hypothesis of cerebral small vessel disease (SVD) being a disconnection syndrome, little is known about functional changes on the level of brain networks. In patients with genetically defined SVD (CADASIL, n = 41) and sporadic SVD (n = 46), we independently tested the hypothesis that functional networks change with SVD burden and mediate the effect of disease burden on cognitive performance, in particular slowing of processing speed. We further determined test–retest reliability of functional network measures in sporadic SVD patients participating in a high‐frequency (monthly) serial imaging study (RUN DMC—InTENse, median: 8 MRIs per participant). Functional networks for the whole brain and major subsystems (i.e., default mode network, DMN; fronto‐parietal task control network, FPCN; visual network, VN; hand somatosensory‐motor network, HSMN) were constructed based on resting‐state multi‐band functional MRI. In CADASIL, global efficiency (a graph metric capturing network integration) of the DMN was lower in patients with high disease burden (standardized beta = −.44; p [corrected] = .035) and mediated the negative effect of disease burden on processing speed (indirect path: std. beta = −.20, p = .047; direct path: std. beta = −.19, p = .25; total effect: std. beta = −.39, p = .02). The corresponding analyses in sporadic SVD showed no effect. Intraclass correlations in the high‐frequency serial MRI dataset of the sporadic SVD patients revealed poor test–retest reliability and analysis of individual variability suggested an influence of age, but not disease burden, on global efficiency. In conclusion, our results suggest that changes in functional connectivity networks mediate the effect of SVD‐related brain damage on cognitive deficits. However, limited reliability of functional network measures, possibly due to age‐related comorbidities, impedes the analysis in elderly SVD patients. John Wiley & Sons, Inc. 2020-02-22 /pmc/articles/PMC7294060/ /pubmed/32087047 http://dx.doi.org/10.1002/hbm.24967 Text en © 2020 The Authors. Human Brain Mapping published by Wiley Periodicals, Inc. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Gesierich, Benno Tuladhar, Anil Man ter Telgte, Annemieke Wiegertjes, Kim Konieczny, Marek J. Finsterwalder, Sofia Hübner, Mathias Pirpamer, Lukas Koini, Marisa Abdulkadir, Ahmed Franzmeier, Nicolai Norris, David G. Marques, José P. zu Eulenburg, Peter Ewers, Michael Schmidt, Reinhold de Leeuw, Frank‐Erik Duering, Marco Alterations and test–retest reliability of functional connectivity network measures in cerebral small vessel disease |
title | Alterations and test–retest reliability of functional connectivity network measures in cerebral small vessel disease |
title_full | Alterations and test–retest reliability of functional connectivity network measures in cerebral small vessel disease |
title_fullStr | Alterations and test–retest reliability of functional connectivity network measures in cerebral small vessel disease |
title_full_unstemmed | Alterations and test–retest reliability of functional connectivity network measures in cerebral small vessel disease |
title_short | Alterations and test–retest reliability of functional connectivity network measures in cerebral small vessel disease |
title_sort | alterations and test–retest reliability of functional connectivity network measures in cerebral small vessel disease |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7294060/ https://www.ncbi.nlm.nih.gov/pubmed/32087047 http://dx.doi.org/10.1002/hbm.24967 |
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