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Cortical Thickness Changes After Computerized Working Memory Training in Patients With Mild Cognitive Impairment
BACKGROUND: Adaptive computerized working memory (WM) training has shown favorable effects on cerebral cortical thickness as compared to non-adaptive training in healthy individuals. However, knowledge of WM training-related morphological changes in mild cognitive impairment (MCI) is limited. OBJECT...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9014119/ https://www.ncbi.nlm.nih.gov/pubmed/35444526 http://dx.doi.org/10.3389/fnagi.2022.796110 |
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author | Hol, Haakon R. Flak, Marianne M. Chang, Linda Løhaugen, Gro Christine Christensen Bjuland, Knut Jørgen Rimol, Lars M. Engvig, Andreas Skranes, Jon Ernst, Thomas Madsen, Bengt-Ove Hernes, Susanne S. |
author_facet | Hol, Haakon R. Flak, Marianne M. Chang, Linda Løhaugen, Gro Christine Christensen Bjuland, Knut Jørgen Rimol, Lars M. Engvig, Andreas Skranes, Jon Ernst, Thomas Madsen, Bengt-Ove Hernes, Susanne S. |
author_sort | Hol, Haakon R. |
collection | PubMed |
description | BACKGROUND: Adaptive computerized working memory (WM) training has shown favorable effects on cerebral cortical thickness as compared to non-adaptive training in healthy individuals. However, knowledge of WM training-related morphological changes in mild cognitive impairment (MCI) is limited. OBJECTIVE: The primary objective of this double-blind randomized study was to investigate differences in longitudinal cortical thickness trajectories after adaptive and non-adaptive WM training in patients with MCI. We also investigated the genotype effects on cortical thickness trajectories after WM training combining these two training groups using longitudinal structural magnetic resonance imaging (MRI) analysis in Freesurfer. METHOD: Magnetic resonance imaging acquisition at 1.5 T were performed at baseline, and after four- and 16-weeks post training. A total of 81 individuals with MCI accepted invitations to undergo 25 training sessions over 5 weeks. Longitudinal Linear Mixed effect models investigated the effect of adaptive vs. non-adaptive WM training. The LME model was fitted for each location (vertex). On all statistical analyzes, a threshold was applied to yield an expected false discovery rate (FDR) of 5%. A secondary LME model investigated the effects of LMX1A and APOE-ε4 on cortical thickness trajectories after WM training. RESULTS: A total of 62 participants/patients completed the 25 training sessions. Structural MRI showed no group difference between the two training regimes in our MCI patients, contrary to previous reports in cognitively healthy adults. No significant structural cortical changes were found after training, regardless of training type, across all participants. However, LMX1A-AA carriers displayed increased cortical thickness trajectories or lack of decrease in two regions post-training compared to those with LMX1A-GG/GA. No training or training type effects were found in relation to the APOE-ε4 gene variants. CONCLUSION: The MCI patients in our study, did not have improved cortical thickness after WM training with either adaptive or non-adaptive training. These results were derived from a heterogeneous population of MCI participants. The lack of changes in the cortical thickness trajectory after WM training may also suggest the lack of atrophy during this follow-up period. Our promising results of increased cortical thickness trajectory, suggesting greater neuroplasticity, in those with LMX1A-AA genotype need to be validated in future trials. |
format | Online Article Text |
id | pubmed-9014119 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-90141192022-04-19 Cortical Thickness Changes After Computerized Working Memory Training in Patients With Mild Cognitive Impairment Hol, Haakon R. Flak, Marianne M. Chang, Linda Løhaugen, Gro Christine Christensen Bjuland, Knut Jørgen Rimol, Lars M. Engvig, Andreas Skranes, Jon Ernst, Thomas Madsen, Bengt-Ove Hernes, Susanne S. Front Aging Neurosci Neuroscience BACKGROUND: Adaptive computerized working memory (WM) training has shown favorable effects on cerebral cortical thickness as compared to non-adaptive training in healthy individuals. However, knowledge of WM training-related morphological changes in mild cognitive impairment (MCI) is limited. OBJECTIVE: The primary objective of this double-blind randomized study was to investigate differences in longitudinal cortical thickness trajectories after adaptive and non-adaptive WM training in patients with MCI. We also investigated the genotype effects on cortical thickness trajectories after WM training combining these two training groups using longitudinal structural magnetic resonance imaging (MRI) analysis in Freesurfer. METHOD: Magnetic resonance imaging acquisition at 1.5 T were performed at baseline, and after four- and 16-weeks post training. A total of 81 individuals with MCI accepted invitations to undergo 25 training sessions over 5 weeks. Longitudinal Linear Mixed effect models investigated the effect of adaptive vs. non-adaptive WM training. The LME model was fitted for each location (vertex). On all statistical analyzes, a threshold was applied to yield an expected false discovery rate (FDR) of 5%. A secondary LME model investigated the effects of LMX1A and APOE-ε4 on cortical thickness trajectories after WM training. RESULTS: A total of 62 participants/patients completed the 25 training sessions. Structural MRI showed no group difference between the two training regimes in our MCI patients, contrary to previous reports in cognitively healthy adults. No significant structural cortical changes were found after training, regardless of training type, across all participants. However, LMX1A-AA carriers displayed increased cortical thickness trajectories or lack of decrease in two regions post-training compared to those with LMX1A-GG/GA. No training or training type effects were found in relation to the APOE-ε4 gene variants. CONCLUSION: The MCI patients in our study, did not have improved cortical thickness after WM training with either adaptive or non-adaptive training. These results were derived from a heterogeneous population of MCI participants. The lack of changes in the cortical thickness trajectory after WM training may also suggest the lack of atrophy during this follow-up period. Our promising results of increased cortical thickness trajectory, suggesting greater neuroplasticity, in those with LMX1A-AA genotype need to be validated in future trials. Frontiers Media S.A. 2022-04-04 /pmc/articles/PMC9014119/ /pubmed/35444526 http://dx.doi.org/10.3389/fnagi.2022.796110 Text en Copyright © 2022 Hol, Flak, Chang, Løhaugen, Bjuland, Rimol, Engvig, Skranes, Ernst, Madsen and Hernes. https://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 | Neuroscience Hol, Haakon R. Flak, Marianne M. Chang, Linda Løhaugen, Gro Christine Christensen Bjuland, Knut Jørgen Rimol, Lars M. Engvig, Andreas Skranes, Jon Ernst, Thomas Madsen, Bengt-Ove Hernes, Susanne S. Cortical Thickness Changes After Computerized Working Memory Training in Patients With Mild Cognitive Impairment |
title | Cortical Thickness Changes After Computerized Working Memory Training in Patients With Mild Cognitive Impairment |
title_full | Cortical Thickness Changes After Computerized Working Memory Training in Patients With Mild Cognitive Impairment |
title_fullStr | Cortical Thickness Changes After Computerized Working Memory Training in Patients With Mild Cognitive Impairment |
title_full_unstemmed | Cortical Thickness Changes After Computerized Working Memory Training in Patients With Mild Cognitive Impairment |
title_short | Cortical Thickness Changes After Computerized Working Memory Training in Patients With Mild Cognitive Impairment |
title_sort | cortical thickness changes after computerized working memory training in patients with mild cognitive impairment |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9014119/ https://www.ncbi.nlm.nih.gov/pubmed/35444526 http://dx.doi.org/10.3389/fnagi.2022.796110 |
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