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Erschienen in: Journal of NeuroEngineering and Rehabilitation 1/2014

Open Access 01.12.2014 | Research

Modulation of event-related desynchronization during kinematic and kinetic hand movements

verfasst von: Kosei Nakayashiki, Midori Saeki, Yohei Takata, Yoshikatsu Hayashi, Toshiyuki Kondo

Erschienen in: Journal of NeuroEngineering and Rehabilitation | Ausgabe 1/2014

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Abstract

Background

Event-related desynchronization/synchronization (ERD/ERS) is a relative power decrease/increase of electroencephalogram (EEG) in a specific frequency band during physical motor execution and mental motor imagery, thus it is widely used for the brain-computer interface (BCI) purpose. However what the ERD really reflects and its frequency band specific role have not been agreed and are under investigation. Understanding the underlying mechanism which causes a significant ERD would be crucial to improve the reliability of the ERD-based BCI. We systematically investigated the relationship between conditions of actual repetitive hand movements and resulting ERD.

Methods

Eleven healthy young participants were asked to close/open their right hand repetitively at three different speeds (Hold, 1/3 Hz, and 1 Hz) and four distinct motor loads (0, 2, 10, and 15 kgf). In each condition, participants repeated 20 experimental trials, each of which consisted of rest (8–10 s), preparation (1 s) and task (6 s) periods. Under the Hold condition, participants were instructed to keep clenching their hand (i.e., isometric contraction) during the task period. Throughout the experiment, EEG signals were recorded from left and right motor areas for offline data analysis. We obtained time courses of EEG power spectrum to discuss the modulation of mu and beta-ERD/ERS due to the task conditions.

Results

We confirmed salient mu-ERD (8–13 Hz) and slightly weak beta-ERD (14–30 Hz) on both hemispheres during repetitive hand grasping movements. According to a 3 × 4 ANOVA (speed × motor load), both mu and beta-ERD during the task period were significantly weakened under the Hold condition, whereas no significant difference in the kinetics levels and interaction effect was observed.

Conclusions

This study investigates the effect of changes in kinematics and kinetics on resulting ERD during repetitive hand grasping movements. The experimental results suggest that the strength of ERD may reflect the time differentiation of hand postures in motor planning process or the variation of proprioception resulting from hand movements, rather than the motor command generated in the down stream, which recruits a group of motor neurons.
Literatur
1.
Zurück zum Zitat McCall M, McEwen S, Streiner D, Dawson DR, Colantonio a: Modified constraint-induced movement therapy for elderly clients with subacute stroke. Am J Occup Therapy 2011,65(4):409-418. 10.5014/ajot.2011.002063CrossRef McCall M, McEwen S, Streiner D, Dawson DR, Colantonio a: Modified constraint-induced movement therapy for elderly clients with subacute stroke. Am J Occup Therapy 2011,65(4):409-418. 10.5014/ajot.2011.002063CrossRef
2.
Zurück zum Zitat Takahashi M, Takeda K, Otaka Y, Osu R, Hanakawa T, Gouko M, Ito K: Event related desynchronization-modulated functional electrical stimulation system for stroke rehabilitation: a feasibility study. J NeuroEng Rehabil 2012,9(1):56. 10.1186/1743-0003-9-56CrossRefPubMedPubMedCentral Takahashi M, Takeda K, Otaka Y, Osu R, Hanakawa T, Gouko M, Ito K: Event related desynchronization-modulated functional electrical stimulation system for stroke rehabilitation: a feasibility study. J NeuroEng Rehabil 2012,9(1):56. 10.1186/1743-0003-9-56CrossRefPubMedPubMedCentral
3.
Zurück zum Zitat Shindo K, Kawashima K, Ushiba J, Ota N, Ito M, Ota T, Kimura A, Liu M: Effects of neurofeedback training with an electroencephalogram- based brain-computer interface for hand paralysis in patients with chronic stroke: a preliminary case series study. J Rehabil Med 2011,43(10):951-957.CrossRefPubMed Shindo K, Kawashima K, Ushiba J, Ota N, Ito M, Ota T, Kimura A, Liu M: Effects of neurofeedback training with an electroencephalogram- based brain-computer interface for hand paralysis in patients with chronic stroke: a preliminary case series study. J Rehabil Med 2011,43(10):951-957.CrossRefPubMed
4.
Zurück zum Zitat Hayashi Y, Nagai K, Ito K, Nasuto SJ, Loureiro RCV, Harwin WS: A feasible study of EEG-driven assistive robotic system for stroke rehabilitation. In Proceedings of the 4th IEEE RAS and EMBS International Conference on Biomedical Robotics and Biomechatronics. Rome, Italy; 2012:1733-1739. Hayashi Y, Nagai K, Ito K, Nasuto SJ, Loureiro RCV, Harwin WS: A feasible study of EEG-driven assistive robotic system for stroke rehabilitation. In Proceedings of the 4th IEEE RAS and EMBS International Conference on Biomedical Robotics and Biomechatronics. Rome, Italy; 2012:1733-1739.
5.
Zurück zum Zitat Pistohl T, Schmidt TSB, Ball T, Schulze-Bonhage A, Aertsen A, Mehring C: Grasp detection from human ECoG during natural reach-to-grasp movements. PloS One 2013,8(1):54658. 10.1371/journal.pone.0054658CrossRef Pistohl T, Schmidt TSB, Ball T, Schulze-Bonhage A, Aertsen A, Mehring C: Grasp detection from human ECoG during natural reach-to-grasp movements. PloS One 2013,8(1):54658. 10.1371/journal.pone.0054658CrossRef
6.
Zurück zum Zitat Engel AK, Fries P: Beta-band oscillations–signalling the status quo? Curr Opinion Neurobiol 2010,20(2):156-165. 10.1016/j.conb.2010.02.015CrossRef Engel AK, Fries P: Beta-band oscillations–signalling the status quo? Curr Opinion Neurobiol 2010,20(2):156-165. 10.1016/j.conb.2010.02.015CrossRef
7.
Zurück zum Zitat Tan H, Pogosyan A, Anzak A, Ashkan K, Bogdanovic M, Green AL, Aziz T, Foltynie T, Limousin P, Zrinzo L, Brown P: Complementary roles of different oscillatory activities in the subthalamic nucleus in coding motor effort in Parkinsonism. Exp Neurol 2013, 248: 187-195.CrossRefPubMedPubMedCentral Tan H, Pogosyan A, Anzak A, Ashkan K, Bogdanovic M, Green AL, Aziz T, Foltynie T, Limousin P, Zrinzo L, Brown P: Complementary roles of different oscillatory activities in the subthalamic nucleus in coding motor effort in Parkinsonism. Exp Neurol 2013, 248: 187-195.CrossRefPubMedPubMedCentral
8.
Zurück zum Zitat Pfurtscheller G, Lopes da Silva FH: Event-related EEG/MEG synchronization and desynchronization: basic principles. Clin Neurophysiol 1999,110(11):1842-1857. 10.1016/S1388-2457(99)00141-8CrossRefPubMed Pfurtscheller G, Lopes da Silva FH: Event-related EEG/MEG synchronization and desynchronization: basic principles. Clin Neurophysiol 1999,110(11):1842-1857. 10.1016/S1388-2457(99)00141-8CrossRefPubMed
9.
Zurück zum Zitat Wolpaw JR, Birbaumer N, Mcfarland DJ, Pfurtscheller G, Vaughan TM: Brain-computer interfaces for communication and control. Clin Neurophysiol 2002,113(6):767-791. 10.1016/S1388-2457(02)00057-3CrossRefPubMed Wolpaw JR, Birbaumer N, Mcfarland DJ, Pfurtscheller G, Vaughan TM: Brain-computer interfaces for communication and control. Clin Neurophysiol 2002,113(6):767-791. 10.1016/S1388-2457(02)00057-3CrossRefPubMed
10.
Zurück zum Zitat Leeb R, Lee F, Keinrath C, Scherer R, Bischof H, Pfurtscheller G: Brain-computer communication: motivation, aim and impact of exploring a virtual apartment. IEEE Trans Neural Syst Rehabil Eng 2007,15(4):473-482.CrossRefPubMed Leeb R, Lee F, Keinrath C, Scherer R, Bischof H, Pfurtscheller G: Brain-computer communication: motivation, aim and impact of exploring a virtual apartment. IEEE Trans Neural Syst Rehabil Eng 2007,15(4):473-482.CrossRefPubMed
11.
Zurück zum Zitat Neuper C, Scherer R, Wriessnegger S, Pfurtscheller G: Clinical Neurophysiology Motor imagery and action observation: Modulation of sensorimotor brain rhythms during mental control of a brain-computer interface. Clin Neurophysiol 2009,120(2):239-247. 10.1016/j.clinph.2008.11.015CrossRefPubMed Neuper C, Scherer R, Wriessnegger S, Pfurtscheller G: Clinical Neurophysiology Motor imagery and action observation: Modulation of sensorimotor brain rhythms during mental control of a brain-computer interface. Clin Neurophysiol 2009,120(2):239-247. 10.1016/j.clinph.2008.11.015CrossRefPubMed
12.
Zurück zum Zitat Yuan H, Perdoni C, He B: Relationship between speed and EEG activity during imagined and executed hand movements. J Neural Eng 2010,7(2):26001. 10.1088/1741-2560/7/2/026001CrossRefPubMedPubMedCentral Yuan H, Perdoni C, He B: Relationship between speed and EEG activity during imagined and executed hand movements. J Neural Eng 2010,7(2):26001. 10.1088/1741-2560/7/2/026001CrossRefPubMedPubMedCentral
13.
Zurück zum Zitat Kilavik BRE, Zaepffel M, Brovelli A, MacKay WA, Riehle A: The ups and downs of β oscillations in sensorimotor cortex . Exp Neurol 2013, 245: 15-26.CrossRefPubMed Kilavik BRE, Zaepffel M, Brovelli A, MacKay WA, Riehle A: The ups and downs of β oscillations in sensorimotor cortex . Exp Neurol 2013, 245: 15-26.CrossRefPubMed
14.
Zurück zum Zitat Alegre M, Labarga A, Gurtubay IG, Iriarte J, Malanda A, Artieda J: Beta electroencephalograph changes during passive movements: sensory afferences contribute to beta event-related desynchronization in humans. Neurosci Lett 2002,331(1):29-32. 10.1016/S0304-3940(02)00825-XCrossRefPubMed Alegre M, Labarga A, Gurtubay IG, Iriarte J, Malanda A, Artieda J: Beta electroencephalograph changes during passive movements: sensory afferences contribute to beta event-related desynchronization in humans. Neurosci Lett 2002,331(1):29-32. 10.1016/S0304-3940(02)00825-XCrossRefPubMed
15.
Zurück zum Zitat Chakarov V, Omlor W, Huethe F: Beta-range EEG-EMG coherence with isometric compensation for increasing modulated low-level forces. J Neurophysiol 2009, 102: 1115-1120. 10.1152/jn.91095.2008CrossRefPubMed Chakarov V, Omlor W, Huethe F: Beta-range EEG-EMG coherence with isometric compensation for increasing modulated low-level forces. J Neurophysiol 2009, 102: 1115-1120. 10.1152/jn.91095.2008CrossRefPubMed
16.
Zurück zum Zitat Ron-Angevin R, Velasco-Alvarez F, Sancha-Ros S, da Silva-Sauer L: A two-class self-paced BCI to control a robot in four directions. In Proceedings of the 12th IEEE International Conference on Rehabilitation Robotics. Zurich, Switzerland; 2011:977-982. Ron-Angevin R, Velasco-Alvarez F, Sancha-Ros S, da Silva-Sauer L: A two-class self-paced BCI to control a robot in four directions. In Proceedings of the 12th IEEE International Conference on Rehabilitation Robotics. Zurich, Switzerland; 2011:977-982.
17.
Zurück zum Zitat Leeb R, Friedman D, Muller-Putz GR, Scherer R, Slater M, Pfurtscheller G: Self-paced (asynchronous) BCI control of a wheelchair in virtual environments: a case study with a tetraplegic. Comput Intell Neurosci 2007, 2007: 79642.CrossRefPubMedCentral Leeb R, Friedman D, Muller-Putz GR, Scherer R, Slater M, Pfurtscheller G: Self-paced (asynchronous) BCI control of a wheelchair in virtual environments: a case study with a tetraplegic. Comput Intell Neurosci 2007, 2007: 79642.CrossRefPubMedCentral
18.
Zurück zum Zitat Hashimoto Y, Ushiba J, Kimura A, Liu M, Tomita Y: Change in brain activity through virtual reality-based brain-machine communication in a chronic tetraplegic subject with muscular dystrophy. BMC Neurosci 2010, 11: 117. 10.1186/1471-2202-11-117CrossRefPubMedPubMedCentral Hashimoto Y, Ushiba J, Kimura A, Liu M, Tomita Y: Change in brain activity through virtual reality-based brain-machine communication in a chronic tetraplegic subject with muscular dystrophy. BMC Neurosci 2010, 11: 117. 10.1186/1471-2202-11-117CrossRefPubMedPubMedCentral
19.
Zurück zum Zitat Saeki M, Takata Y, Kondo T: Effect of visual stimuli on training of spontaneous ERD. In Proceedings of the 16th International Graphonomics Society Conference. Nara, Japan; 2013:90-93. Saeki M, Takata Y, Kondo T: Effect of visual stimuli on training of spontaneous ERD. In Proceedings of the 16th International Graphonomics Society Conference. Nara, Japan; 2013:90-93.
20.
Zurück zum Zitat Cassim F, Szurhaj W, Sediri H, Devos D, Bourriez J-L, Poirot I, Derambure P, Defebvre L, Guieu J-D: Brief and sustained movements: differences in event-related (de) synchronization (ERD/ERS) patterns. Clin Neurophysiol 2000, 111: 2032-2039. 10.1016/S1388-2457(00)00455-7CrossRefPubMed Cassim F, Szurhaj W, Sediri H, Devos D, Bourriez J-L, Poirot I, Derambure P, Defebvre L, Guieu J-D: Brief and sustained movements: differences in event-related (de) synchronization (ERD/ERS) patterns. Clin Neurophysiol 2000, 111: 2032-2039. 10.1016/S1388-2457(00)00455-7CrossRefPubMed
21.
Zurück zum Zitat Jeon Y, Nam CS, Kim Y-J, Cheol M: Event-related (De) synchronization (ERD/ERS) during motor imagery tasks: implications for brainecomputer interfaces. Int J Ind Ergon 2011,41(5):428-436. 10.1016/j.ergon.2011.03.005CrossRef Jeon Y, Nam CS, Kim Y-J, Cheol M: Event-related (De) synchronization (ERD/ERS) during motor imagery tasks: implications for brainecomputer interfaces. Int J Ind Ergon 2011,41(5):428-436. 10.1016/j.ergon.2011.03.005CrossRef
22.
Zurück zum Zitat Pfurtscheller G, Stancák a: The effects of external load on movement-related changes of the sensorimotor EEG rhythms. Electroencephalogr Clin Neurophysiol 1997,102(6):495-504. 10.1016/S0013-4694(96)96623-0CrossRefPubMed Pfurtscheller G, Stancák a: The effects of external load on movement-related changes of the sensorimotor EEG rhythms. Electroencephalogr Clin Neurophysiol 1997,102(6):495-504. 10.1016/S0013-4694(96)96623-0CrossRefPubMed
23.
Zurück zum Zitat Saab J, Battes B, Grosse-Wentrup M: Simultaneous EEG recordings with dry and wet electrodes in motor-imagery. In Proceedings of the 5th International Brain-Computer Interface Conference. Graz, Austria; 2011:312-315. Saab J, Battes B, Grosse-Wentrup M: Simultaneous EEG recordings with dry and wet electrodes in motor-imagery. In Proceedings of the 5th International Brain-Computer Interface Conference. Graz, Austria; 2011:312-315.
24.
Zurück zum Zitat Guger C, Krausz G, Edlinger G: Brain-computer interface control with dry EEG electrodes. In Proceedings of the 5th International Brain-Computer Interface Conference. Graz, Austria; 2011:316-319. Guger C, Krausz G, Edlinger G: Brain-computer interface control with dry EEG electrodes. In Proceedings of the 5th International Brain-Computer Interface Conference. Graz, Austria; 2011:316-319.
25.
Zurück zum Zitat Cramer SC, Weisskoff RM, Schaechter JD, Nelles G, Foley M, Finklestein SP, Rosen BR: Motor cortex activation is related to force of squeezing. Hum Brain Mapping 2002,16(4):197-205. 10.1002/hbm.10040CrossRef Cramer SC, Weisskoff RM, Schaechter JD, Nelles G, Foley M, Finklestein SP, Rosen BR: Motor cortex activation is related to force of squeezing. Hum Brain Mapping 2002,16(4):197-205. 10.1002/hbm.10040CrossRef
26.
Zurück zum Zitat Keisker B, Hepp-Reymond M-C, Blickenstorfer A, Meyer M, Kollias SS: Differential force scaling of fine-graded power grip force in the sensorimotor network. Hum Brain Mapping 2009,30(8):2453-2465. 10.1002/hbm.20676CrossRef Keisker B, Hepp-Reymond M-C, Blickenstorfer A, Meyer M, Kollias SS: Differential force scaling of fine-graded power grip force in the sensorimotor network. Hum Brain Mapping 2009,30(8):2453-2465. 10.1002/hbm.20676CrossRef
Metadaten
Titel
Modulation of event-related desynchronization during kinematic and kinetic hand movements
verfasst von
Kosei Nakayashiki
Midori Saeki
Yohei Takata
Yoshikatsu Hayashi
Toshiyuki Kondo
Publikationsdatum
01.12.2014
Verlag
BioMed Central
Erschienen in
Journal of NeuroEngineering and Rehabilitation / Ausgabe 1/2014
Elektronische ISSN: 1743-0003
DOI
https://doi.org/10.1186/1743-0003-11-90

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