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Cognitive impairment in early MS: contribution of white matter lesions, deep grey matter atrophy, and cortical atrophy
BACKGROUND: Cognitive impairment (CI) is a frequent and debilitating symptom in MS. To better understand the neural bases of CI in MS, this magnetic resonance imaging (MRI) study aimed to identify and quantify related structural brain changes and to investigate their relation to each other. METHODS:...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer Berlin Heidelberg
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7359155/ https://www.ncbi.nlm.nih.gov/pubmed/32328718 http://dx.doi.org/10.1007/s00415-020-09841-0 |
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author | Engl, Christina Tiemann, Laura Grahl, Sophia Bussas, Matthias Schmidt, Paul Pongratz, Viola Berthele, Achim Beer, Annkathrin Gaser, Christian Kirschke, Jan S. Zimmer, Claus Hemmer, Bernhard Mühlau, Mark |
author_facet | Engl, Christina Tiemann, Laura Grahl, Sophia Bussas, Matthias Schmidt, Paul Pongratz, Viola Berthele, Achim Beer, Annkathrin Gaser, Christian Kirschke, Jan S. Zimmer, Claus Hemmer, Bernhard Mühlau, Mark |
author_sort | Engl, Christina |
collection | PubMed |
description | BACKGROUND: Cognitive impairment (CI) is a frequent and debilitating symptom in MS. To better understand the neural bases of CI in MS, this magnetic resonance imaging (MRI) study aimed to identify and quantify related structural brain changes and to investigate their relation to each other. METHODS: We studied 51 patients with CI and 391 patients with cognitive preservation (CP). We analyzed three-dimensional T1-weighted and FLAIR scans at 3 Tesla. We determined mean cortical thickness as well as volumes of cortical grey matter (GM), deep GM including thalamus, cerebellar cortex, white matter, corpus callosum, and white matter lesions (WML). We also analyzed GM across the whole brain by voxel-wise and surface-based techniques. RESULTS: Mean disease duration was 5 years. Comparing MS patients with CI and CP, we found higher volumes of WML, lower volumes of deep and cortical GM structures, and lower volumes of the corpus callosum (all corrected p values < 0.05). Effect sizes were largest for WML and thalamic volume (standardized ß values 0.25 and − 0.25). By logistic regression analysis including both WML and thalamic volume, we found a significant effect only for WML volume. Inclusion of the interaction term of WML and thalamic volume increased the model fit and revealed a highly significant interaction of WML and thalamic volume. Moreover, voxel-wise and surface-based comparisons of MS patients with CI and CP showed regional atrophy of both deep and cortical GM independent of WML volume and overall disability, but effect sizes were lower. CONCLUSION: Although several mechanisms contribute to CI already in the early stage of MS, WML seem to be the main driver with thalamic atrophy primarily intensifying this effect. |
format | Online Article Text |
id | pubmed-7359155 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-73591552020-07-16 Cognitive impairment in early MS: contribution of white matter lesions, deep grey matter atrophy, and cortical atrophy Engl, Christina Tiemann, Laura Grahl, Sophia Bussas, Matthias Schmidt, Paul Pongratz, Viola Berthele, Achim Beer, Annkathrin Gaser, Christian Kirschke, Jan S. Zimmer, Claus Hemmer, Bernhard Mühlau, Mark J Neurol Original Communication BACKGROUND: Cognitive impairment (CI) is a frequent and debilitating symptom in MS. To better understand the neural bases of CI in MS, this magnetic resonance imaging (MRI) study aimed to identify and quantify related structural brain changes and to investigate their relation to each other. METHODS: We studied 51 patients with CI and 391 patients with cognitive preservation (CP). We analyzed three-dimensional T1-weighted and FLAIR scans at 3 Tesla. We determined mean cortical thickness as well as volumes of cortical grey matter (GM), deep GM including thalamus, cerebellar cortex, white matter, corpus callosum, and white matter lesions (WML). We also analyzed GM across the whole brain by voxel-wise and surface-based techniques. RESULTS: Mean disease duration was 5 years. Comparing MS patients with CI and CP, we found higher volumes of WML, lower volumes of deep and cortical GM structures, and lower volumes of the corpus callosum (all corrected p values < 0.05). Effect sizes were largest for WML and thalamic volume (standardized ß values 0.25 and − 0.25). By logistic regression analysis including both WML and thalamic volume, we found a significant effect only for WML volume. Inclusion of the interaction term of WML and thalamic volume increased the model fit and revealed a highly significant interaction of WML and thalamic volume. Moreover, voxel-wise and surface-based comparisons of MS patients with CI and CP showed regional atrophy of both deep and cortical GM independent of WML volume and overall disability, but effect sizes were lower. CONCLUSION: Although several mechanisms contribute to CI already in the early stage of MS, WML seem to be the main driver with thalamic atrophy primarily intensifying this effect. Springer Berlin Heidelberg 2020-04-23 2020 /pmc/articles/PMC7359155/ /pubmed/32328718 http://dx.doi.org/10.1007/s00415-020-09841-0 Text en © The Author(s) 2020 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/. |
spellingShingle | Original Communication Engl, Christina Tiemann, Laura Grahl, Sophia Bussas, Matthias Schmidt, Paul Pongratz, Viola Berthele, Achim Beer, Annkathrin Gaser, Christian Kirschke, Jan S. Zimmer, Claus Hemmer, Bernhard Mühlau, Mark Cognitive impairment in early MS: contribution of white matter lesions, deep grey matter atrophy, and cortical atrophy |
title | Cognitive impairment in early MS: contribution of white matter lesions, deep grey matter atrophy, and cortical atrophy |
title_full | Cognitive impairment in early MS: contribution of white matter lesions, deep grey matter atrophy, and cortical atrophy |
title_fullStr | Cognitive impairment in early MS: contribution of white matter lesions, deep grey matter atrophy, and cortical atrophy |
title_full_unstemmed | Cognitive impairment in early MS: contribution of white matter lesions, deep grey matter atrophy, and cortical atrophy |
title_short | Cognitive impairment in early MS: contribution of white matter lesions, deep grey matter atrophy, and cortical atrophy |
title_sort | cognitive impairment in early ms: contribution of white matter lesions, deep grey matter atrophy, and cortical atrophy |
topic | Original Communication |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7359155/ https://www.ncbi.nlm.nih.gov/pubmed/32328718 http://dx.doi.org/10.1007/s00415-020-09841-0 |
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