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Cognitive Training in Parkinson’s Disease Induces Local, Not Global, Changes in White Matter Microstructure
Previous studies showed that cognitive training can improve cognitive performance in various neurodegenerative diseases but little is known about the effects of cognitive training on the brain. Here, we investigated the effects of our cognitive training paradigm, COGTIPS, on regional white matter mi...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8804148/ https://www.ncbi.nlm.nih.gov/pubmed/34409569 http://dx.doi.org/10.1007/s13311-021-01103-9 |
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author | Vriend, Chris van Balkom, Tim D. Berendse, Henk W. van der Werf, Ysbrand D. van den Heuvel, Odile A. |
author_facet | Vriend, Chris van Balkom, Tim D. Berendse, Henk W. van der Werf, Ysbrand D. van den Heuvel, Odile A. |
author_sort | Vriend, Chris |
collection | PubMed |
description | Previous studies showed that cognitive training can improve cognitive performance in various neurodegenerative diseases but little is known about the effects of cognitive training on the brain. Here, we investigated the effects of our cognitive training paradigm, COGTIPS, on regional white matter microstructure and structural network topology. We previously showed that COGTIPS has small, positive effects on processing speed. A subsample of 79 PD patients (N = 40 cognitive training group, N = 39 active control group) underwent multi-shell diffusion-weighted imaging pre- and post-intervention. Our pre-registered analysis plan (osf.io/cht6g) entailed investigating white matter microstructural integrity (e.g., fractional anisotropy) in five tracts of interest, including the anterior thalamic radiation (ATR), whole-brain tract-based spatial statistics (TBSS), and the topology of the structural network. Relative to the active control condition, cognitive training had no effect on topology of the structural network or whole-brain TBSS. Cognitive training did lead to a reduction in fractional anisotropy in the ATR (B [SE]: − 0.32 [0.12], P = 0.01). This reduction was associated with faster responses on the Tower of London task (r = 0.42, P = 0.007), but this just fell short of our statistical threshold (P < 0.006). Post hoc “fixel-based” analyses showed that this was not due to changes in fiber density and cross section. This suggests that the observed effect in the ATR is due to training-induced alterations in neighboring fibers running through the same voxels, such as intra-striatal and thalamo-striatal fibers. These results indicate that 8 weeks of cognitive training does not alter network topology, but has subtle local effects on structural connectivity. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s13311-021-01103-9. |
format | Online Article Text |
id | pubmed-8804148 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-88041482022-02-02 Cognitive Training in Parkinson’s Disease Induces Local, Not Global, Changes in White Matter Microstructure Vriend, Chris van Balkom, Tim D. Berendse, Henk W. van der Werf, Ysbrand D. van den Heuvel, Odile A. Neurotherapeutics Original Article Previous studies showed that cognitive training can improve cognitive performance in various neurodegenerative diseases but little is known about the effects of cognitive training on the brain. Here, we investigated the effects of our cognitive training paradigm, COGTIPS, on regional white matter microstructure and structural network topology. We previously showed that COGTIPS has small, positive effects on processing speed. A subsample of 79 PD patients (N = 40 cognitive training group, N = 39 active control group) underwent multi-shell diffusion-weighted imaging pre- and post-intervention. Our pre-registered analysis plan (osf.io/cht6g) entailed investigating white matter microstructural integrity (e.g., fractional anisotropy) in five tracts of interest, including the anterior thalamic radiation (ATR), whole-brain tract-based spatial statistics (TBSS), and the topology of the structural network. Relative to the active control condition, cognitive training had no effect on topology of the structural network or whole-brain TBSS. Cognitive training did lead to a reduction in fractional anisotropy in the ATR (B [SE]: − 0.32 [0.12], P = 0.01). This reduction was associated with faster responses on the Tower of London task (r = 0.42, P = 0.007), but this just fell short of our statistical threshold (P < 0.006). Post hoc “fixel-based” analyses showed that this was not due to changes in fiber density and cross section. This suggests that the observed effect in the ATR is due to training-induced alterations in neighboring fibers running through the same voxels, such as intra-striatal and thalamo-striatal fibers. These results indicate that 8 weeks of cognitive training does not alter network topology, but has subtle local effects on structural connectivity. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s13311-021-01103-9. Springer International Publishing 2021-08-18 2021-10 /pmc/articles/PMC8804148/ /pubmed/34409569 http://dx.doi.org/10.1007/s13311-021-01103-9 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Original Article Vriend, Chris van Balkom, Tim D. Berendse, Henk W. van der Werf, Ysbrand D. van den Heuvel, Odile A. Cognitive Training in Parkinson’s Disease Induces Local, Not Global, Changes in White Matter Microstructure |
title | Cognitive Training in Parkinson’s Disease Induces Local, Not Global, Changes in White Matter Microstructure |
title_full | Cognitive Training in Parkinson’s Disease Induces Local, Not Global, Changes in White Matter Microstructure |
title_fullStr | Cognitive Training in Parkinson’s Disease Induces Local, Not Global, Changes in White Matter Microstructure |
title_full_unstemmed | Cognitive Training in Parkinson’s Disease Induces Local, Not Global, Changes in White Matter Microstructure |
title_short | Cognitive Training in Parkinson’s Disease Induces Local, Not Global, Changes in White Matter Microstructure |
title_sort | cognitive training in parkinson’s disease induces local, not global, changes in white matter microstructure |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8804148/ https://www.ncbi.nlm.nih.gov/pubmed/34409569 http://dx.doi.org/10.1007/s13311-021-01103-9 |
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