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The subtleties of cognitive decline in multiple sclerosis: an exploratory study using hierarchichal cluster analysis of CANTAB results

Overview of attention for article published in BMC Neurology, September 2018
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Title
The subtleties of cognitive decline in multiple sclerosis: an exploratory study using hierarchichal cluster analysis of CANTAB results
Published in
BMC Neurology, September 2018
DOI 10.1186/s12883-018-1141-1
Pubmed ID
Authors

Hideraldo Luis Souza Cabeça, Luciano Chaves Rocha, Amanda Ferreira Sabbá, Alessandra Mendonça Tomás, Natali Valim Oliver Bento-Torres, Daniel Clive Anthony, Cristovam Wanderley Picanço Diniz

Abstract

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. 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. 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. 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.

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Mendeley readers

The data shown below were compiled from readership statistics for 89 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 89 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 12 13%
Other 10 11%
Student > Master 10 11%
Student > Bachelor 10 11%
Student > Doctoral Student 4 4%
Other 10 11%
Unknown 33 37%
Readers by discipline Count As %
Medicine and Dentistry 12 13%
Neuroscience 10 11%
Psychology 10 11%
Nursing and Health Professions 8 9%
Sports and Recreations 3 3%
Other 8 9%
Unknown 38 43%