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Effect of transcranial direct current stimulation on the functionality of 40 Hz auditory steady state response brain network: graph theory approach
INTRODUCTION: Measuring whole-brain networks of the 40 Hz auditory steady state response (ASSR) is a promising approach to describe the after-effects of transcranial direct current stimulation (tDCS). The main objective of this study was to evaluate the effect of tDCS on the brain network of 40 Hz A...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10288104/ https://www.ncbi.nlm.nih.gov/pubmed/37363170 http://dx.doi.org/10.3389/fpsyt.2023.1156617 |
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author | Hirosawa, Tetsu Soma, Daiki Miyagishi, Yoshiaki Furutani, Naoki Yoshimura, Yuko Kameya, Masafumi Yamaguchi, Yohei Yaoi, Ken Sano, Masuhiko Kitamura, Koji Takahashi, Tetsuya Kikuchi, Mitsuru |
author_facet | Hirosawa, Tetsu Soma, Daiki Miyagishi, Yoshiaki Furutani, Naoki Yoshimura, Yuko Kameya, Masafumi Yamaguchi, Yohei Yaoi, Ken Sano, Masuhiko Kitamura, Koji Takahashi, Tetsuya Kikuchi, Mitsuru |
author_sort | Hirosawa, Tetsu |
collection | PubMed |
description | INTRODUCTION: Measuring whole-brain networks of the 40 Hz auditory steady state response (ASSR) is a promising approach to describe the after-effects of transcranial direct current stimulation (tDCS). The main objective of this study was to evaluate the effect of tDCS on the brain network of 40 Hz ASSR in healthy adult males using graph theory. The second objective was to identify a population in which tDCS effectively modulates the brain network of 40 Hz ASSR. METHODS: This study used a randomized, sham-controlled, double-blinded crossover approach. Twenty-five adult males (20–24 years old) completed two sessions at least 1 month apart. The participants underwent cathodal or sham tDCS of the dorsolateral prefrontal cortex, after which 40 Hz ASSR was measured using magnetoencephalography. After the signal sources were mapped onto the Desikan–Killiany brain atlas, the statistical relationships between localized activities were evaluated in terms of the debiased weighted phase lag index (dbWPLI). Weighted and undirected graphs were constructed for the tDCS and sham conditions based on the dbWPLI. Weighted characteristic path lengths and clustering coefficients were then measured and compared between the tDCS and sham conditions using mixed linear models. RESULTS: The characteristic path length was significantly lower post-tDCS simulation (p = 0.04) than after sham stimulation. This indicates that after tDCS simulation, the whole-brain networks of 40 Hz ASSR show a significant functional integration. Simple linear regression showed a higher characteristic path length at baseline, which was associated with a larger reduction in characteristic path length after tDCS. Hence, a pronounced effect of tDCS is expected for those who have a less functionally integrated network of 40 Hz ASSR. DISCUSSION: Given that the healthy brain is functionally integrated, we conclude that tDCS could effectively normalize less functionally integrated brain networks rather than enhance functional integration. |
format | Online Article Text |
id | pubmed-10288104 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-102881042023-06-24 Effect of transcranial direct current stimulation on the functionality of 40 Hz auditory steady state response brain network: graph theory approach Hirosawa, Tetsu Soma, Daiki Miyagishi, Yoshiaki Furutani, Naoki Yoshimura, Yuko Kameya, Masafumi Yamaguchi, Yohei Yaoi, Ken Sano, Masuhiko Kitamura, Koji Takahashi, Tetsuya Kikuchi, Mitsuru Front Psychiatry Psychiatry INTRODUCTION: Measuring whole-brain networks of the 40 Hz auditory steady state response (ASSR) is a promising approach to describe the after-effects of transcranial direct current stimulation (tDCS). The main objective of this study was to evaluate the effect of tDCS on the brain network of 40 Hz ASSR in healthy adult males using graph theory. The second objective was to identify a population in which tDCS effectively modulates the brain network of 40 Hz ASSR. METHODS: This study used a randomized, sham-controlled, double-blinded crossover approach. Twenty-five adult males (20–24 years old) completed two sessions at least 1 month apart. The participants underwent cathodal or sham tDCS of the dorsolateral prefrontal cortex, after which 40 Hz ASSR was measured using magnetoencephalography. After the signal sources were mapped onto the Desikan–Killiany brain atlas, the statistical relationships between localized activities were evaluated in terms of the debiased weighted phase lag index (dbWPLI). Weighted and undirected graphs were constructed for the tDCS and sham conditions based on the dbWPLI. Weighted characteristic path lengths and clustering coefficients were then measured and compared between the tDCS and sham conditions using mixed linear models. RESULTS: The characteristic path length was significantly lower post-tDCS simulation (p = 0.04) than after sham stimulation. This indicates that after tDCS simulation, the whole-brain networks of 40 Hz ASSR show a significant functional integration. Simple linear regression showed a higher characteristic path length at baseline, which was associated with a larger reduction in characteristic path length after tDCS. Hence, a pronounced effect of tDCS is expected for those who have a less functionally integrated network of 40 Hz ASSR. DISCUSSION: Given that the healthy brain is functionally integrated, we conclude that tDCS could effectively normalize less functionally integrated brain networks rather than enhance functional integration. Frontiers Media S.A. 2023-06-09 /pmc/articles/PMC10288104/ /pubmed/37363170 http://dx.doi.org/10.3389/fpsyt.2023.1156617 Text en Copyright © 2023 Hirosawa, Soma, Miyagishi, Furutani, Yoshimura, Kameya, Yamaguchi, Yaoi, Sano, Kitamura, Takahashi and Kikuchi. 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 | Psychiatry Hirosawa, Tetsu Soma, Daiki Miyagishi, Yoshiaki Furutani, Naoki Yoshimura, Yuko Kameya, Masafumi Yamaguchi, Yohei Yaoi, Ken Sano, Masuhiko Kitamura, Koji Takahashi, Tetsuya Kikuchi, Mitsuru Effect of transcranial direct current stimulation on the functionality of 40 Hz auditory steady state response brain network: graph theory approach |
title | Effect of transcranial direct current stimulation on the functionality of 40 Hz auditory steady state response brain network: graph theory approach |
title_full | Effect of transcranial direct current stimulation on the functionality of 40 Hz auditory steady state response brain network: graph theory approach |
title_fullStr | Effect of transcranial direct current stimulation on the functionality of 40 Hz auditory steady state response brain network: graph theory approach |
title_full_unstemmed | Effect of transcranial direct current stimulation on the functionality of 40 Hz auditory steady state response brain network: graph theory approach |
title_short | Effect of transcranial direct current stimulation on the functionality of 40 Hz auditory steady state response brain network: graph theory approach |
title_sort | effect of transcranial direct current stimulation on the functionality of 40 hz auditory steady state response brain network: graph theory approach |
topic | Psychiatry |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10288104/ https://www.ncbi.nlm.nih.gov/pubmed/37363170 http://dx.doi.org/10.3389/fpsyt.2023.1156617 |
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