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Cognitive function in multiple sclerosis improves with telerehabilitation: Results from a randomized controlled trial
Cognitive impairment affects more than half of all individuals living with multiple sclerosis (MS). We hypothesized that training at home with an adaptive online cognitive training program would have greater cognitive benefit than ordinary computer games in cognitively-impaired adults with MS. This...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5426671/ https://www.ncbi.nlm.nih.gov/pubmed/28493924 http://dx.doi.org/10.1371/journal.pone.0177177 |
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author | Charvet, Leigh E. Yang, Jie Shaw, Michael T. Sherman, Kathleen Haider, Lamia Xu, Jianjin Krupp, Lauren B. |
author_facet | Charvet, Leigh E. Yang, Jie Shaw, Michael T. Sherman, Kathleen Haider, Lamia Xu, Jianjin Krupp, Lauren B. |
author_sort | Charvet, Leigh E. |
collection | PubMed |
description | Cognitive impairment affects more than half of all individuals living with multiple sclerosis (MS). We hypothesized that training at home with an adaptive online cognitive training program would have greater cognitive benefit than ordinary computer games in cognitively-impaired adults with MS. This was a double-blind, randomized, active-placebo-controlled trial. Participants with MS were recruited through Stony Brook Medicine and randomly assigned to either the adaptive cognitive remediation (ACR) program or active control of ordinary computer games for 60 hours over 12 weeks. Training was remotely-supervised and delivered through a study-provided laptop computer. A computer generated, blocked stratification table prepared by statistician provided the randomization schedule and condition was assigned by a study technician. The primary outcome, administered by study psychometrician, was measured by change in a neuropsychological composite measure from baseline to study end. An intent-to-treat analysis was employed and missing primary outcome values were imputed via Markov Chain Monte Carlo method. Participants in the ACR (n = 74) vs. active control (n = 61) training program had significantly greater improvement in the primary outcome of cognitive functioning (mean change in composite z score±SD: 0·25±0·45 vs. 0·09±0·37, p = 0·03, estimated difference = 0·16 with 95% CI: 0·02–0·30), despite greater training time in the active control condition (mean±SD:56·9 ± 34·6 vs. 37·7 ±23 ·8 hours played, p = 0·006). This study provides Class I evidence that adaptive, computer-based cognitive remediation accessed from home can improve cognitive functioning in MS. This telerehabilitation approach allowed for rapid recruitment and high compliance, and can be readily applied to other neurological conditions associated with cognitive dysfunction. Trial Registration: Clinicaltrials.gov NCT02141386 |
format | Online Article Text |
id | pubmed-5426671 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-54266712017-05-25 Cognitive function in multiple sclerosis improves with telerehabilitation: Results from a randomized controlled trial Charvet, Leigh E. Yang, Jie Shaw, Michael T. Sherman, Kathleen Haider, Lamia Xu, Jianjin Krupp, Lauren B. PLoS One Research Article Cognitive impairment affects more than half of all individuals living with multiple sclerosis (MS). We hypothesized that training at home with an adaptive online cognitive training program would have greater cognitive benefit than ordinary computer games in cognitively-impaired adults with MS. This was a double-blind, randomized, active-placebo-controlled trial. Participants with MS were recruited through Stony Brook Medicine and randomly assigned to either the adaptive cognitive remediation (ACR) program or active control of ordinary computer games for 60 hours over 12 weeks. Training was remotely-supervised and delivered through a study-provided laptop computer. A computer generated, blocked stratification table prepared by statistician provided the randomization schedule and condition was assigned by a study technician. The primary outcome, administered by study psychometrician, was measured by change in a neuropsychological composite measure from baseline to study end. An intent-to-treat analysis was employed and missing primary outcome values were imputed via Markov Chain Monte Carlo method. Participants in the ACR (n = 74) vs. active control (n = 61) training program had significantly greater improvement in the primary outcome of cognitive functioning (mean change in composite z score±SD: 0·25±0·45 vs. 0·09±0·37, p = 0·03, estimated difference = 0·16 with 95% CI: 0·02–0·30), despite greater training time in the active control condition (mean±SD:56·9 ± 34·6 vs. 37·7 ±23 ·8 hours played, p = 0·006). This study provides Class I evidence that adaptive, computer-based cognitive remediation accessed from home can improve cognitive functioning in MS. This telerehabilitation approach allowed for rapid recruitment and high compliance, and can be readily applied to other neurological conditions associated with cognitive dysfunction. Trial Registration: Clinicaltrials.gov NCT02141386 Public Library of Science 2017-05-11 /pmc/articles/PMC5426671/ /pubmed/28493924 http://dx.doi.org/10.1371/journal.pone.0177177 Text en © 2017 Charvet et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Charvet, Leigh E. Yang, Jie Shaw, Michael T. Sherman, Kathleen Haider, Lamia Xu, Jianjin Krupp, Lauren B. Cognitive function in multiple sclerosis improves with telerehabilitation: Results from a randomized controlled trial |
title | Cognitive function in multiple sclerosis improves with telerehabilitation: Results from a randomized controlled trial |
title_full | Cognitive function in multiple sclerosis improves with telerehabilitation: Results from a randomized controlled trial |
title_fullStr | Cognitive function in multiple sclerosis improves with telerehabilitation: Results from a randomized controlled trial |
title_full_unstemmed | Cognitive function in multiple sclerosis improves with telerehabilitation: Results from a randomized controlled trial |
title_short | Cognitive function in multiple sclerosis improves with telerehabilitation: Results from a randomized controlled trial |
title_sort | cognitive function in multiple sclerosis improves with telerehabilitation: results from a randomized controlled trial |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5426671/ https://www.ncbi.nlm.nih.gov/pubmed/28493924 http://dx.doi.org/10.1371/journal.pone.0177177 |
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