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Biological Factors Contributing to the Response to Cognitive Training in Mild Cognitive Impairment
In mild cognitive impairment (MCI), small benefits from cognitive training were observed for memory functions but there appears to be great variability in the response to treatment. Our study aimed to improve the characterization and selection of those participants who will benefit from cognitive in...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
IOS Press
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5734129/ https://www.ncbi.nlm.nih.gov/pubmed/29154279 http://dx.doi.org/10.3233/JAD-170580 |
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author | Peter, Jessica Schumacher, Lena V. Landerer, Verena Abdulkadir, Ahmed Kaller, Christoph P. Lahr, Jacob Klöppel, Stefan |
author_facet | Peter, Jessica Schumacher, Lena V. Landerer, Verena Abdulkadir, Ahmed Kaller, Christoph P. Lahr, Jacob Klöppel, Stefan |
author_sort | Peter, Jessica |
collection | PubMed |
description | In mild cognitive impairment (MCI), small benefits from cognitive training were observed for memory functions but there appears to be great variability in the response to treatment. Our study aimed to improve the characterization and selection of those participants who will benefit from cognitive intervention. We evaluated the predictive value of disease-specific biological factors for the outcome after cognitive training in MCI (n = 25) and also considered motivation of the participants. We compared the results of the cognitive intervention group with two independent control groups of MCI patients (local memory clinic, n = 20; ADNI cohort, n = 302). The primary outcome measure was episodic memory as measured by verbal delayed recall of a 10-word list. Episodic memory remained stable after treatment and slightly increased 6 months after the intervention. In contrast, in MCI patients who did not receive an intervention, episodic memory significantly decreased during the same time interval. A larger left entorhinal cortex predicted more improvement in episodic memory after treatment and so did higher levels of motivation. Adding disease-specific biological factors significantly improved the prediction of training-related change compared to a model based simply on age and baseline performance. Bootstrapping with resampling (n = 1000) verified the stability of our finding. Cognitive training might be particularly helpful in individuals with a bigger left entorhinal cortex as individuals who did not benefit from intervention showed 17% less volume in this area. When extended to alternative treatment options, stratification based on disease-specific biological factors is a useful step towards individualized medicine. |
format | Online Article Text |
id | pubmed-5734129 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | IOS Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-57341292017-12-20 Biological Factors Contributing to the Response to Cognitive Training in Mild Cognitive Impairment Peter, Jessica Schumacher, Lena V. Landerer, Verena Abdulkadir, Ahmed Kaller, Christoph P. Lahr, Jacob Klöppel, Stefan J Alzheimers Dis Research Article In mild cognitive impairment (MCI), small benefits from cognitive training were observed for memory functions but there appears to be great variability in the response to treatment. Our study aimed to improve the characterization and selection of those participants who will benefit from cognitive intervention. We evaluated the predictive value of disease-specific biological factors for the outcome after cognitive training in MCI (n = 25) and also considered motivation of the participants. We compared the results of the cognitive intervention group with two independent control groups of MCI patients (local memory clinic, n = 20; ADNI cohort, n = 302). The primary outcome measure was episodic memory as measured by verbal delayed recall of a 10-word list. Episodic memory remained stable after treatment and slightly increased 6 months after the intervention. In contrast, in MCI patients who did not receive an intervention, episodic memory significantly decreased during the same time interval. A larger left entorhinal cortex predicted more improvement in episodic memory after treatment and so did higher levels of motivation. Adding disease-specific biological factors significantly improved the prediction of training-related change compared to a model based simply on age and baseline performance. Bootstrapping with resampling (n = 1000) verified the stability of our finding. Cognitive training might be particularly helpful in individuals with a bigger left entorhinal cortex as individuals who did not benefit from intervention showed 17% less volume in this area. When extended to alternative treatment options, stratification based on disease-specific biological factors is a useful step towards individualized medicine. IOS Press 2017-11-28 /pmc/articles/PMC5734129/ /pubmed/29154279 http://dx.doi.org/10.3233/JAD-170580 Text en © 2018 – IOS Press and the authors. All rights reserved https://creativecommons.org/licenses/by-nc/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution Non-Commercial (CC BY-NC 4.0) License (https://creativecommons.org/licenses/by-nc/4.0/) , which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Peter, Jessica Schumacher, Lena V. Landerer, Verena Abdulkadir, Ahmed Kaller, Christoph P. Lahr, Jacob Klöppel, Stefan Biological Factors Contributing to the Response to Cognitive Training in Mild Cognitive Impairment |
title | Biological Factors Contributing to the Response to Cognitive Training in Mild Cognitive Impairment |
title_full | Biological Factors Contributing to the Response to Cognitive Training in Mild Cognitive Impairment |
title_fullStr | Biological Factors Contributing to the Response to Cognitive Training in Mild Cognitive Impairment |
title_full_unstemmed | Biological Factors Contributing to the Response to Cognitive Training in Mild Cognitive Impairment |
title_short | Biological Factors Contributing to the Response to Cognitive Training in Mild Cognitive Impairment |
title_sort | biological factors contributing to the response to cognitive training in mild cognitive impairment |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5734129/ https://www.ncbi.nlm.nih.gov/pubmed/29154279 http://dx.doi.org/10.3233/JAD-170580 |
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