Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/109681
PIRA download icon_1.1View/Download Full Text
Title: Cortical contributions to imagined power grip task : an EEG-triggered TMS study
Authors: Wang, H
Zheng, H
Yang, Y
Fong, KNK 
Long, J
Issue Date: 2023
Source: IEEE transactions on neural systems and rehabilitation engineering, 2023, v. 31, p. 3813-3822
Abstract: Previous studies have demonstrated that motor imagery leads to desynchronization in the alpha rhythm within the contralateral primary motor cortex. However, the underlying electrophysiological mechanisms responsible for this desynchronization during motor imagery remain unclear. To examine this question, we conducted an investigation using EEG in combination with noninvasive transcranial magnetic stimulation (TMS) during index finger abduction (ABD) and power grip imaginations. The TMS was administered employing diverse coil orientations to selectively stimulate corticospinal axons, aiming to target both early and late synaptic inputs to corticospinal neurons. TMS was triggered based on the alpha power levels, categorized in 20th percentile bins, derived from the individual alpha power distribution during the imagined tasks of ABD and power grip. Our analysis revealed negative correlations between alpha power and motor evoked potential (MEP) amplitude, as well as positive correlations with MEP latency across all coil orientations for each imagined task. Furthermore, we conducted functional network analysis in the alpha band to explore network connectivity during imagined index finger abduction and power grip tasks. Our findings indicate that network connections were denser in the fronto-parietal area during imagined ABD compared to power grip conditions. Moreover, the functional network properties demonstrated potential for effectively classifying between these two imagined tasks. These results provide functional evidence supporting the hypothesis that alpha oscillations may play a role in suppressing MEP amplitude and latency during imagined power grip. We propose that imagined ABD and power grip tasks may activate different populations and densities of axons at the cortical level.
Keywords: Alpha power
I-waves
Machine learning
Motor imagery
Transcranial magnetic stimulation (TMS)
Publisher: Institute of Electrical and Electronics Engineers
Journal: IEEE transactions on neural systems and rehabilitation engineering 
ISSN: 1534-4320
EISSN: 1558-0210
DOI: 10.1109/TNSRE.2023.3317813
Rights: This work is licensed under a Creative Commons Attribution 4.0 License. For more information, see https://creativecommons.org/licenses/by/4.0/
The following publication H. Wang, H. Zheng, Y. Yang, K. N. K. Fong and J. Long, "Cortical Contributions to Imagined Power Grip Task: An EEG-Triggered TMS Study," in IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 31, pp. 3813-3822, 2023 is avaiable at https://doi.org/10.1109/TNSRE.2023.3317813.
Appears in Collections:Journal/Magazine Article

Files in This Item:
File Description SizeFormat 
Wang_Cortical_Contributions_Imagined.pdf7.93 MBAdobe PDFView/Open
Open Access Information
Status open access
File Version Version of Record
Access
View full-text via PolyU eLinks SFX Query
Show full item record

Page views

10
Citations as of Nov 24, 2024

Downloads

7
Citations as of Nov 24, 2024

Google ScholarTM

Check

Altmetric


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.