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The subtleties of cognitive decline in multiple sclerosis: an exploratory study using hierarchichal cluster analysis of CANTAB results
BACKGROUND: It is essential to investigate cognitive deficits in multiple sclerosis (MS) to develop evidence-based cognitive rehabilitation strategies. Here we refined cognitive decline assessment using the automated tests of the Cambridge Neuropsychological Test Automated Battery (CANTAB) and hiera...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6131879/ https://www.ncbi.nlm.nih.gov/pubmed/30200902 http://dx.doi.org/10.1186/s12883-018-1141-1 |
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author | Cabeça, Hideraldo Luis Souza Rocha, Luciano Chaves Sabbá, Amanda Ferreira Tomás, Alessandra Mendonça Bento-Torres, Natali Valim Oliver Anthony, Daniel Clive Diniz, Cristovam Wanderley Picanço |
author_facet | Cabeça, Hideraldo Luis Souza Rocha, Luciano Chaves Sabbá, Amanda Ferreira Tomás, Alessandra Mendonça Bento-Torres, Natali Valim Oliver Anthony, Daniel Clive Diniz, Cristovam Wanderley Picanço |
author_sort | Cabeça, Hideraldo Luis Souza |
collection | PubMed |
description | BACKGROUND: It is essential to investigate cognitive deficits in multiple sclerosis (MS) to develop evidence-based cognitive rehabilitation strategies. Here we refined cognitive decline assessment using the automated tests of the Cambridge Neuropsychological Test Automated Battery (CANTAB) and hierarchical cluster analysis. METHODS: We searched for groups of distinct cognitive profiles in 35 relapsing-remitting MS outpatients and 32 healthy controls. All individuals participated in an automated assessment (CANTAB) and in a pencil and paper general neuropsychological evaluation. RESULTS: Hierarchical cluster analysis of the CANTAB results revealed two distinct groups of patients based mainly on the Simple Reaction Time (RTI) and on the Mean Latency of Rapid Visual Processing (RVP). The general neuropsychological assessment did not show any statistically significant differences between the cluster groups. Compared to the healthy control group, all MS outpatients had lower scores for RTI, RVP, paired associate learning, and delayed matching to sample. We also analyzed the associations between CANTAB results and age, education, sex, pharmacological treatment, physical activity, employment status, and the Expanded Disability Status Scale (EDSS). Although limited by the small number of observations, our findings suggest a weak correlation between performance on the CANTAB and age, education, and EDSS scores. CONCLUSIONS: We suggest that the use of selected large-scale automated visuospatial tests from the CANTAB in combination with multivariate statistical analyses may reveal subtle and earlier changes in information processing speed and cognition. This may expand our ability to define the limits between normal and impaired cognition in patients with Multiple Sclerosis. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12883-018-1141-1) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6131879 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-61318792018-09-13 The subtleties of cognitive decline in multiple sclerosis: an exploratory study using hierarchichal cluster analysis of CANTAB results Cabeça, Hideraldo Luis Souza Rocha, Luciano Chaves Sabbá, Amanda Ferreira Tomás, Alessandra Mendonça Bento-Torres, Natali Valim Oliver Anthony, Daniel Clive Diniz, Cristovam Wanderley Picanço BMC Neurol Research Article BACKGROUND: It is essential to investigate cognitive deficits in multiple sclerosis (MS) to develop evidence-based cognitive rehabilitation strategies. Here we refined cognitive decline assessment using the automated tests of the Cambridge Neuropsychological Test Automated Battery (CANTAB) and hierarchical cluster analysis. METHODS: We searched for groups of distinct cognitive profiles in 35 relapsing-remitting MS outpatients and 32 healthy controls. All individuals participated in an automated assessment (CANTAB) and in a pencil and paper general neuropsychological evaluation. RESULTS: Hierarchical cluster analysis of the CANTAB results revealed two distinct groups of patients based mainly on the Simple Reaction Time (RTI) and on the Mean Latency of Rapid Visual Processing (RVP). The general neuropsychological assessment did not show any statistically significant differences between the cluster groups. Compared to the healthy control group, all MS outpatients had lower scores for RTI, RVP, paired associate learning, and delayed matching to sample. We also analyzed the associations between CANTAB results and age, education, sex, pharmacological treatment, physical activity, employment status, and the Expanded Disability Status Scale (EDSS). Although limited by the small number of observations, our findings suggest a weak correlation between performance on the CANTAB and age, education, and EDSS scores. CONCLUSIONS: We suggest that the use of selected large-scale automated visuospatial tests from the CANTAB in combination with multivariate statistical analyses may reveal subtle and earlier changes in information processing speed and cognition. This may expand our ability to define the limits between normal and impaired cognition in patients with Multiple Sclerosis. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12883-018-1141-1) contains supplementary material, which is available to authorized users. BioMed Central 2018-09-10 /pmc/articles/PMC6131879/ /pubmed/30200902 http://dx.doi.org/10.1186/s12883-018-1141-1 Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Cabeça, Hideraldo Luis Souza Rocha, Luciano Chaves Sabbá, Amanda Ferreira Tomás, Alessandra Mendonça Bento-Torres, Natali Valim Oliver Anthony, Daniel Clive Diniz, Cristovam Wanderley Picanço The subtleties of cognitive decline in multiple sclerosis: an exploratory study using hierarchichal cluster analysis of CANTAB results |
title | The subtleties of cognitive decline in multiple sclerosis: an exploratory study using hierarchichal cluster analysis of CANTAB results |
title_full | The subtleties of cognitive decline in multiple sclerosis: an exploratory study using hierarchichal cluster analysis of CANTAB results |
title_fullStr | The subtleties of cognitive decline in multiple sclerosis: an exploratory study using hierarchichal cluster analysis of CANTAB results |
title_full_unstemmed | The subtleties of cognitive decline in multiple sclerosis: an exploratory study using hierarchichal cluster analysis of CANTAB results |
title_short | The subtleties of cognitive decline in multiple sclerosis: an exploratory study using hierarchichal cluster analysis of CANTAB results |
title_sort | subtleties of cognitive decline in multiple sclerosis: an exploratory study using hierarchichal cluster analysis of cantab results |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6131879/ https://www.ncbi.nlm.nih.gov/pubmed/30200902 http://dx.doi.org/10.1186/s12883-018-1141-1 |
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