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Detection of tACS Entrainment Critically Depends on Epoch Length
Neural entrainment is the phase synchronization of a population of neurons to an external rhythmic stimulus such as applied in the context of transcranial alternating current stimulation (tACS). tACS can cause profound effects on human behavior. However, there remain a significant number of studies...
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/PMC8963722/ https://www.ncbi.nlm.nih.gov/pubmed/35360495 http://dx.doi.org/10.3389/fncel.2022.806556 |
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author | Mc Laughlin, Myles Khatoun, Ahmad Asamoah, Boateng |
author_facet | Mc Laughlin, Myles Khatoun, Ahmad Asamoah, Boateng |
author_sort | Mc Laughlin, Myles |
collection | PubMed |
description | Neural entrainment is the phase synchronization of a population of neurons to an external rhythmic stimulus such as applied in the context of transcranial alternating current stimulation (tACS). tACS can cause profound effects on human behavior. However, there remain a significant number of studies that find no behavioral effect when tACS is applied to human subjects. To investigate this discrepancy, we applied time sensitive phase lock value (PLV) based analysis to single unit data from the rat motor cortex. The analysis revealed that detection of neural entrainment depends critically on the epoch length within which spiking information is accumulated. Increasing the epoch length allowed for detection of progressively weaker levels of neural entrainment. Based on this single unit analysis, we hypothesized that tACS effects on human behavior would be more easily detected in a behavior paradigm which utilizes longer epoch lengths. We tested this by using tACS to entrain tremor in patients and healthy volunteers. When the behavioral data were analyzed using short duration epochs tremor entrainment effects were not detectable. However, as the epoch length was progressively increased, weak tremor entrainment became detectable. These results suggest that tACS behavioral paradigms that rely on the accumulation of information over long epoch lengths will tend to be successful at detecting behavior effects. However, tACS paradigms that rely on short epoch lengths are less likely to detect effects. |
format | Online Article Text |
id | pubmed-8963722 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-89637222022-03-30 Detection of tACS Entrainment Critically Depends on Epoch Length Mc Laughlin, Myles Khatoun, Ahmad Asamoah, Boateng Front Cell Neurosci Cellular Neuroscience Neural entrainment is the phase synchronization of a population of neurons to an external rhythmic stimulus such as applied in the context of transcranial alternating current stimulation (tACS). tACS can cause profound effects on human behavior. However, there remain a significant number of studies that find no behavioral effect when tACS is applied to human subjects. To investigate this discrepancy, we applied time sensitive phase lock value (PLV) based analysis to single unit data from the rat motor cortex. The analysis revealed that detection of neural entrainment depends critically on the epoch length within which spiking information is accumulated. Increasing the epoch length allowed for detection of progressively weaker levels of neural entrainment. Based on this single unit analysis, we hypothesized that tACS effects on human behavior would be more easily detected in a behavior paradigm which utilizes longer epoch lengths. We tested this by using tACS to entrain tremor in patients and healthy volunteers. When the behavioral data were analyzed using short duration epochs tremor entrainment effects were not detectable. However, as the epoch length was progressively increased, weak tremor entrainment became detectable. These results suggest that tACS behavioral paradigms that rely on the accumulation of information over long epoch lengths will tend to be successful at detecting behavior effects. However, tACS paradigms that rely on short epoch lengths are less likely to detect effects. Frontiers Media S.A. 2022-03-11 /pmc/articles/PMC8963722/ /pubmed/35360495 http://dx.doi.org/10.3389/fncel.2022.806556 Text en Copyright © 2022 Mc Laughlin, Khatoun and Asamoah. 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 | Cellular Neuroscience Mc Laughlin, Myles Khatoun, Ahmad Asamoah, Boateng Detection of tACS Entrainment Critically Depends on Epoch Length |
title | Detection of tACS Entrainment Critically Depends on Epoch Length |
title_full | Detection of tACS Entrainment Critically Depends on Epoch Length |
title_fullStr | Detection of tACS Entrainment Critically Depends on Epoch Length |
title_full_unstemmed | Detection of tACS Entrainment Critically Depends on Epoch Length |
title_short | Detection of tACS Entrainment Critically Depends on Epoch Length |
title_sort | detection of tacs entrainment critically depends on epoch length |
topic | Cellular Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8963722/ https://www.ncbi.nlm.nih.gov/pubmed/35360495 http://dx.doi.org/10.3389/fncel.2022.806556 |
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