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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
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.
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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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