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Predicting Working Memory Training Benefits From Transcranial Direct Current Stimulation Using Resting-State fMRI
The effects of transcranial direct current stimulation (tDCS) on working memory (WM) performance are promising but variable and contested. In particular, designs involving one session of tDCS are prone to variable outcomes with notable effects of individual differences. Some participants benefit, wh...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7591503/ https://www.ncbi.nlm.nih.gov/pubmed/33154728 http://dx.doi.org/10.3389/fpsyg.2020.570030 |
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author | Cerreta, Adelle G. B. Mruczek, Ryan E. B. Berryhill, Marian E. |
author_facet | Cerreta, Adelle G. B. Mruczek, Ryan E. B. Berryhill, Marian E. |
author_sort | Cerreta, Adelle G. B. |
collection | PubMed |
description | The effects of transcranial direct current stimulation (tDCS) on working memory (WM) performance are promising but variable and contested. In particular, designs involving one session of tDCS are prone to variable outcomes with notable effects of individual differences. Some participants benefit, whereas others are impaired by the same tDCS protocol. In contrast, protocols including multiple sessions of tDCS more consistently report WM improvement across participants. The objective of the current project was to test whether differences in resting-state connectivity between stimulation site and two WM-relevant networks [default mode network (DMN) and central executive network (CEN)] could account for initial and longitudinal responses to tDCS. Healthy young adults completed 5 days of visual WM training during sham or anodal right frontal tDCS. The behavioral data showed that only the active tDCS group significantly improved over the visual WM training period. There were no significant correlations between initial response to tDCS and resting-state activity. DMN activity in the anterior cingulate cortex significantly correlated with WM training slope. These data underscore the importance of sampling in studies applying tDCS; homogeneity (e.g., of gender, special population, and WM capacity) may produce more consistent data in a single experiment with limited power, whereas heterogeneity is important in determining the mechanism(s) and potential for tDCS-linked protocols. This issue is a limitation in tDCS findings that continues to hamper its optimization and translational value. |
format | Online Article Text |
id | pubmed-7591503 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-75915032020-11-04 Predicting Working Memory Training Benefits From Transcranial Direct Current Stimulation Using Resting-State fMRI Cerreta, Adelle G. B. Mruczek, Ryan E. B. Berryhill, Marian E. Front Psychol Psychology The effects of transcranial direct current stimulation (tDCS) on working memory (WM) performance are promising but variable and contested. In particular, designs involving one session of tDCS are prone to variable outcomes with notable effects of individual differences. Some participants benefit, whereas others are impaired by the same tDCS protocol. In contrast, protocols including multiple sessions of tDCS more consistently report WM improvement across participants. The objective of the current project was to test whether differences in resting-state connectivity between stimulation site and two WM-relevant networks [default mode network (DMN) and central executive network (CEN)] could account for initial and longitudinal responses to tDCS. Healthy young adults completed 5 days of visual WM training during sham or anodal right frontal tDCS. The behavioral data showed that only the active tDCS group significantly improved over the visual WM training period. There were no significant correlations between initial response to tDCS and resting-state activity. DMN activity in the anterior cingulate cortex significantly correlated with WM training slope. These data underscore the importance of sampling in studies applying tDCS; homogeneity (e.g., of gender, special population, and WM capacity) may produce more consistent data in a single experiment with limited power, whereas heterogeneity is important in determining the mechanism(s) and potential for tDCS-linked protocols. This issue is a limitation in tDCS findings that continues to hamper its optimization and translational value. Frontiers Media S.A. 2020-10-14 /pmc/articles/PMC7591503/ /pubmed/33154728 http://dx.doi.org/10.3389/fpsyg.2020.570030 Text en Copyright © 2020 Cerreta, Mruczek and Berryhill. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychology Cerreta, Adelle G. B. Mruczek, Ryan E. B. Berryhill, Marian E. Predicting Working Memory Training Benefits From Transcranial Direct Current Stimulation Using Resting-State fMRI |
title | Predicting Working Memory Training Benefits From Transcranial Direct Current Stimulation Using Resting-State fMRI |
title_full | Predicting Working Memory Training Benefits From Transcranial Direct Current Stimulation Using Resting-State fMRI |
title_fullStr | Predicting Working Memory Training Benefits From Transcranial Direct Current Stimulation Using Resting-State fMRI |
title_full_unstemmed | Predicting Working Memory Training Benefits From Transcranial Direct Current Stimulation Using Resting-State fMRI |
title_short | Predicting Working Memory Training Benefits From Transcranial Direct Current Stimulation Using Resting-State fMRI |
title_sort | predicting working memory training benefits from transcranial direct current stimulation using resting-state fmri |
topic | Psychology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7591503/ https://www.ncbi.nlm.nih.gov/pubmed/33154728 http://dx.doi.org/10.3389/fpsyg.2020.570030 |
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