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Adaptive working memory training does not produce transfer effects in cognition and neuroimaging
Despite growing interest in cognitive interventions from academia and industry, it remains unclear if working memory (WM) training, one of the most popular cognitive interventions, produces transfer effects. Transfer effects are training-induced gains in performance in untrained cognitive tasks, whi...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9747798/ https://www.ncbi.nlm.nih.gov/pubmed/36513642 http://dx.doi.org/10.1038/s41398-022-02272-7 |
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author | Ripp, Isabelle Emch, Mónica Wu, Qiong Lizarraga, Aldana Udale, Robert von Bastian, Claudia Christina Koch, Kathrin Yakushev, Igor |
author_facet | Ripp, Isabelle Emch, Mónica Wu, Qiong Lizarraga, Aldana Udale, Robert von Bastian, Claudia Christina Koch, Kathrin Yakushev, Igor |
author_sort | Ripp, Isabelle |
collection | PubMed |
description | Despite growing interest in cognitive interventions from academia and industry, it remains unclear if working memory (WM) training, one of the most popular cognitive interventions, produces transfer effects. Transfer effects are training-induced gains in performance in untrained cognitive tasks, while practice effects are improvements in trained task. The goal of this study was to evaluate potential transfer effects by comprehensive cognitive testing and neuroimaging. In this prospective, randomized-controlled, and single-blind study, we administered an 8-week n-back training to 55 healthy middle-aged (50–64 years) participants. State-of-the-art multimodal neuroimaging was used to examine potential anatomic and functional changes. Relative to control subjects, who performed non-adaptive WM training, no near or far transfer effects were detected in experimental subjects, who performed adaptive WM training. Equivalently, no training-related changes were observed in white matter integrity, amplitude of low frequency fluctuations, glucose metabolism, functional and metabolic connectivity. Exploratory within-group comparisons revealed some gains in transfer tasks, which, however, cannot be attributed to an increased WM capacity. In conclusion, WM training produces transfer effects neither at the cognitive level nor in terms of neural structure or function. These results speak against a common view that training-related gains reflect an increase in underlying WM capacity. Instead, the presently observed practice effects may be a result of optimized task processing strategies, which do not necessarily engage neural plasticity. |
format | Online Article Text |
id | pubmed-9747798 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-97477982022-12-15 Adaptive working memory training does not produce transfer effects in cognition and neuroimaging Ripp, Isabelle Emch, Mónica Wu, Qiong Lizarraga, Aldana Udale, Robert von Bastian, Claudia Christina Koch, Kathrin Yakushev, Igor Transl Psychiatry Article Despite growing interest in cognitive interventions from academia and industry, it remains unclear if working memory (WM) training, one of the most popular cognitive interventions, produces transfer effects. Transfer effects are training-induced gains in performance in untrained cognitive tasks, while practice effects are improvements in trained task. The goal of this study was to evaluate potential transfer effects by comprehensive cognitive testing and neuroimaging. In this prospective, randomized-controlled, and single-blind study, we administered an 8-week n-back training to 55 healthy middle-aged (50–64 years) participants. State-of-the-art multimodal neuroimaging was used to examine potential anatomic and functional changes. Relative to control subjects, who performed non-adaptive WM training, no near or far transfer effects were detected in experimental subjects, who performed adaptive WM training. Equivalently, no training-related changes were observed in white matter integrity, amplitude of low frequency fluctuations, glucose metabolism, functional and metabolic connectivity. Exploratory within-group comparisons revealed some gains in transfer tasks, which, however, cannot be attributed to an increased WM capacity. In conclusion, WM training produces transfer effects neither at the cognitive level nor in terms of neural structure or function. These results speak against a common view that training-related gains reflect an increase in underlying WM capacity. Instead, the presently observed practice effects may be a result of optimized task processing strategies, which do not necessarily engage neural plasticity. Nature Publishing Group UK 2022-12-13 /pmc/articles/PMC9747798/ /pubmed/36513642 http://dx.doi.org/10.1038/s41398-022-02272-7 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Ripp, Isabelle Emch, Mónica Wu, Qiong Lizarraga, Aldana Udale, Robert von Bastian, Claudia Christina Koch, Kathrin Yakushev, Igor Adaptive working memory training does not produce transfer effects in cognition and neuroimaging |
title | Adaptive working memory training does not produce transfer effects in cognition and neuroimaging |
title_full | Adaptive working memory training does not produce transfer effects in cognition and neuroimaging |
title_fullStr | Adaptive working memory training does not produce transfer effects in cognition and neuroimaging |
title_full_unstemmed | Adaptive working memory training does not produce transfer effects in cognition and neuroimaging |
title_short | Adaptive working memory training does not produce transfer effects in cognition and neuroimaging |
title_sort | adaptive working memory training does not produce transfer effects in cognition and neuroimaging |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9747798/ https://www.ncbi.nlm.nih.gov/pubmed/36513642 http://dx.doi.org/10.1038/s41398-022-02272-7 |
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