EEG Coherence Analysis for Suppression of MEP Amplitude Variability in TMS

Transcranial magnetic stimulation (TMS) is a non-invasive stimulation method for cortical neurons. When TMS is delivered to the primary motor cortex (M1), motor evoked potentials can be measured in electromyograms for the peripheral muscle. However, the motor-evoked potential (MEP) amplitudes measur...

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Main Authors: Keisuke Sasaki, Yuki Fujishige, Masato Odagaki
Format: Article
Language:English
Published: International Association of Online Engineering (IAOE) 2021-06-01
Series:International Journal of Online and Biomedical Engineering
Subjects:
Online Access:https://online-journals.org/index.php/i-joe/article/view/22553
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spelling doaj-61dccfcbf5744860a751517f71ff12dc2021-09-02T21:44:27ZengInternational Association of Online Engineering (IAOE)International Journal of Online and Biomedical Engineering2626-84932021-06-011706879710.3991/ijoe.v17i06.225537947EEG Coherence Analysis for Suppression of MEP Amplitude Variability in TMSKeisuke Sasaki0Yuki Fujishige1Masato Odagaki2Graduate School of Maebashi Institute of TechnologyMaebashi Institute of TechnologyMaebashi Institute of TechnologyTranscranial magnetic stimulation (TMS) is a non-invasive stimulation method for cortical neurons. When TMS is delivered to the primary motor cortex (M1), motor evoked potentials can be measured in electromyograms for the peripheral muscle. However, the motor-evoked potential (MEP) amplitudes measured by stimulations for M1 fluctuated from trial to trial. MEP fluctuations are caused by changes in cortical excitability. We hypothesized that MEP variability could be suppressed with application of TMS when cortical excitability was stable. Thus, we developed a TMS system to suppress MEP amplitude variabilities. We used electroencephalographic (EEG) online measurements with coherence analysis to obtain the similarity of cortical excitabilities. The system enables us to trigger TMS if the EEGs measured from the two channels have a high similarity in the frequency domain. In this study, we found that the suppression of MEP fluctuation was dependent on the state of cortical excitability obtained by EEG coherence analysis.https://online-journals.org/index.php/i-joe/article/view/22553motor evoked potentialtranscranial magnetic stimulationcoherence analysiscortical excitabilityfrequency analysis
collection DOAJ
language English
format Article
sources DOAJ
author Keisuke Sasaki
Yuki Fujishige
Masato Odagaki
spellingShingle Keisuke Sasaki
Yuki Fujishige
Masato Odagaki
EEG Coherence Analysis for Suppression of MEP Amplitude Variability in TMS
International Journal of Online and Biomedical Engineering
motor evoked potential
transcranial magnetic stimulation
coherence analysis
cortical excitability
frequency analysis
author_facet Keisuke Sasaki
Yuki Fujishige
Masato Odagaki
author_sort Keisuke Sasaki
title EEG Coherence Analysis for Suppression of MEP Amplitude Variability in TMS
title_short EEG Coherence Analysis for Suppression of MEP Amplitude Variability in TMS
title_full EEG Coherence Analysis for Suppression of MEP Amplitude Variability in TMS
title_fullStr EEG Coherence Analysis for Suppression of MEP Amplitude Variability in TMS
title_full_unstemmed EEG Coherence Analysis for Suppression of MEP Amplitude Variability in TMS
title_sort eeg coherence analysis for suppression of mep amplitude variability in tms
publisher International Association of Online Engineering (IAOE)
series International Journal of Online and Biomedical Engineering
issn 2626-8493
publishDate 2021-06-01
description Transcranial magnetic stimulation (TMS) is a non-invasive stimulation method for cortical neurons. When TMS is delivered to the primary motor cortex (M1), motor evoked potentials can be measured in electromyograms for the peripheral muscle. However, the motor-evoked potential (MEP) amplitudes measured by stimulations for M1 fluctuated from trial to trial. MEP fluctuations are caused by changes in cortical excitability. We hypothesized that MEP variability could be suppressed with application of TMS when cortical excitability was stable. Thus, we developed a TMS system to suppress MEP amplitude variabilities. We used electroencephalographic (EEG) online measurements with coherence analysis to obtain the similarity of cortical excitabilities. The system enables us to trigger TMS if the EEGs measured from the two channels have a high similarity in the frequency domain. In this study, we found that the suppression of MEP fluctuation was dependent on the state of cortical excitability obtained by EEG coherence analysis.
topic motor evoked potential
transcranial magnetic stimulation
coherence analysis
cortical excitability
frequency analysis
url https://online-journals.org/index.php/i-joe/article/view/22553
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