Cargando…
Brain Processes Involved in Motor Planning Are a Dominant Factor for Inducing Event-Related Desynchronization
Event-related desynchronization (ERD) is a relative attenuation in the spectral power of an electroencephalogram (EEG) observed over the sensorimotor area during motor execution and motor imagery. It is a well-known EEG feature and is commonly employed in brain-computer interfaces. However, its unde...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8631820/ https://www.ncbi.nlm.nih.gov/pubmed/34858156 http://dx.doi.org/10.3389/fnhum.2021.764281 |
_version_ | 1784607643234467840 |
---|---|
author | Nakayashiki, Kosei Tojiki, Hajime Hayashi, Yoshikatsu Yano, Shiro Kondo, Toshiyuki |
author_facet | Nakayashiki, Kosei Tojiki, Hajime Hayashi, Yoshikatsu Yano, Shiro Kondo, Toshiyuki |
author_sort | Nakayashiki, Kosei |
collection | PubMed |
description | Event-related desynchronization (ERD) is a relative attenuation in the spectral power of an electroencephalogram (EEG) observed over the sensorimotor area during motor execution and motor imagery. It is a well-known EEG feature and is commonly employed in brain-computer interfaces. However, its underlying neural mechanisms are not fully understood, as ERD is a single variable correlated with external events involving numerous pathways, such as motor intention, planning, and execution. In this study, we aimed to identify a dominant factor for inducing ERD. Participants were instructed to grasp their right hand with three different (10, 25, or 40%MVF: maximum voluntary force) levels under two distinct experimental conditions: a closed-loop condition involving real-time visual force feedback (VF) or an open-loop condition in a feedforward (FF) manner. In each condition, participants were instructed to repeat the grasping task a certain number of times with a timeline of Rest (10.0 s), Preparation (1.0 s), and Motor Execution (4.0 s) periods, respectively. EEG signals were recorded simultaneously with the motor task to evaluate the time-course of the event-related spectrum perturbation for each condition and dissect the modulation of EEG power. We performed statistical analysis of mu and beta-ERD under the instructed grasping force levels and the feedback conditions. In the FF condition (i.e., no force feedback), mu and beta-ERD were significantly attenuated in the contralateral motor cortex during the middle of the motor execution period, while ERD in the VF condition was maintained even during keep grasping. Only mu-ERD at the somatosensory cortex tended to be slightly stronger in high load conditions. The results suggest that the extent of ERD reflects neural activity involved in the motor planning process for changing virtual equilibrium point rather than the motor control process for recruiting motor neurons to regulate grasping force. |
format | Online Article Text |
id | pubmed-8631820 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-86318202021-12-01 Brain Processes Involved in Motor Planning Are a Dominant Factor for Inducing Event-Related Desynchronization Nakayashiki, Kosei Tojiki, Hajime Hayashi, Yoshikatsu Yano, Shiro Kondo, Toshiyuki Front Hum Neurosci Human Neuroscience Event-related desynchronization (ERD) is a relative attenuation in the spectral power of an electroencephalogram (EEG) observed over the sensorimotor area during motor execution and motor imagery. It is a well-known EEG feature and is commonly employed in brain-computer interfaces. However, its underlying neural mechanisms are not fully understood, as ERD is a single variable correlated with external events involving numerous pathways, such as motor intention, planning, and execution. In this study, we aimed to identify a dominant factor for inducing ERD. Participants were instructed to grasp their right hand with three different (10, 25, or 40%MVF: maximum voluntary force) levels under two distinct experimental conditions: a closed-loop condition involving real-time visual force feedback (VF) or an open-loop condition in a feedforward (FF) manner. In each condition, participants were instructed to repeat the grasping task a certain number of times with a timeline of Rest (10.0 s), Preparation (1.0 s), and Motor Execution (4.0 s) periods, respectively. EEG signals were recorded simultaneously with the motor task to evaluate the time-course of the event-related spectrum perturbation for each condition and dissect the modulation of EEG power. We performed statistical analysis of mu and beta-ERD under the instructed grasping force levels and the feedback conditions. In the FF condition (i.e., no force feedback), mu and beta-ERD were significantly attenuated in the contralateral motor cortex during the middle of the motor execution period, while ERD in the VF condition was maintained even during keep grasping. Only mu-ERD at the somatosensory cortex tended to be slightly stronger in high load conditions. The results suggest that the extent of ERD reflects neural activity involved in the motor planning process for changing virtual equilibrium point rather than the motor control process for recruiting motor neurons to regulate grasping force. Frontiers Media S.A. 2021-11-11 /pmc/articles/PMC8631820/ /pubmed/34858156 http://dx.doi.org/10.3389/fnhum.2021.764281 Text en Copyright © 2021 Nakayashiki, Tojiki, Hayashi, Yano and Kondo. 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 | Human Neuroscience Nakayashiki, Kosei Tojiki, Hajime Hayashi, Yoshikatsu Yano, Shiro Kondo, Toshiyuki Brain Processes Involved in Motor Planning Are a Dominant Factor for Inducing Event-Related Desynchronization |
title | Brain Processes Involved in Motor Planning Are a Dominant Factor for Inducing Event-Related Desynchronization |
title_full | Brain Processes Involved in Motor Planning Are a Dominant Factor for Inducing Event-Related Desynchronization |
title_fullStr | Brain Processes Involved in Motor Planning Are a Dominant Factor for Inducing Event-Related Desynchronization |
title_full_unstemmed | Brain Processes Involved in Motor Planning Are a Dominant Factor for Inducing Event-Related Desynchronization |
title_short | Brain Processes Involved in Motor Planning Are a Dominant Factor for Inducing Event-Related Desynchronization |
title_sort | brain processes involved in motor planning are a dominant factor for inducing event-related desynchronization |
topic | Human Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8631820/ https://www.ncbi.nlm.nih.gov/pubmed/34858156 http://dx.doi.org/10.3389/fnhum.2021.764281 |
work_keys_str_mv | AT nakayashikikosei brainprocessesinvolvedinmotorplanningareadominantfactorforinducingeventrelateddesynchronization AT tojikihajime brainprocessesinvolvedinmotorplanningareadominantfactorforinducingeventrelateddesynchronization AT hayashiyoshikatsu brainprocessesinvolvedinmotorplanningareadominantfactorforinducingeventrelateddesynchronization AT yanoshiro brainprocessesinvolvedinmotorplanningareadominantfactorforinducingeventrelateddesynchronization AT kondotoshiyuki brainprocessesinvolvedinmotorplanningareadominantfactorforinducingeventrelateddesynchronization |