Skip to main content
Top
Published in: Journal of NeuroEngineering and Rehabilitation 1/2019

Open Access 01-12-2019 | Stroke | Research

Pathway-specific modulatory effects of neuromuscular electrical stimulation during pedaling in chronic stroke survivors

Authors: Shi-Chun Bao, Wing-Cheong Leung, Vincent C. K. Cheung, Ping Zhou, Kai-Yu Tong

Published in: Journal of NeuroEngineering and Rehabilitation | Issue 1/2019

Login to get access

Abstract

Background

Neuromuscular electrical stimulation (NMES) is extensively used in stroke motor rehabilitation. How it promotes motor recovery remains only partially understood. NMES could change muscular properties, produce altered sensory inputs, and modulate fluctuations of cortical activities; but the potential contribution from cortico-muscular couplings during NMES synchronized with dynamic movement has rarely been discussed.

Method

We investigated cortico-muscular interactions during passive, active, and NMES rhythmic pedaling in healthy subjects and chronic stroke survivors. EEG (128 channels), EMG (4 unilateral lower limb muscles) and movement parameters were measured during 3 sessions of constant-speed pedaling. Sensory-level NMES (20 mA) was applied to the muscles, and cyclic stimulation patterns were synchronized with the EMG during pedaling cycles. Adaptive mixture independent component analysis was utilized to determine the movement-related electro-cortical sources and the source dipole clusters. A directed cortico-muscular coupling analysis was conducted between representative source clusters and the EMGs using generalized partial directed coherence (GPDC). The bidirectional GPDC was compared across muscles and pedaling sessions for post-stroke and healthy subjects.

Results

Directed cortico-muscular coupling of NMES cycling was more similar to that of active pedaling than to that of passive pedaling for the tested muscles. For healthy subjects, sensory-level NMES could modulate GPDC of both ascending and descending pathways. Whereas for stroke survivors, NMES could modulate GPDC of only the ascending pathways.

Conclusions

By clarifying how NMES influences neuromuscular control during pedaling in healthy and post-stroke subjects, our results indicate the potential limitation of sensory-level NMES in promoting sensorimotor recovery in chronic stroke survivors.
Literature
7.
go back to reference Trevisi E, Gualdi S, De Conti C, Salghetti A, Martinuzzi A, Pedrocchi A, et al.Cycling Induced by Functional Electrical Stimulation in Children Affected by Cerebral Palsy: Case Report. Eur J Phys Rehabil Med. 2012; 48(1):135–145.PubMed Trevisi E, Gualdi S, De Conti C, Salghetti A, Martinuzzi A, Pedrocchi A, et al.Cycling Induced by Functional Electrical Stimulation in Children Affected by Cerebral Palsy: Case Report. Eur J Phys Rehabil Med. 2012; 48(1):135–145.PubMed
8.
go back to reference Peri E, Guanziroli E, Ferrante S, Pedrocchi A, Molteni F. Functional Electrical Stimulation and Its Use During Cycling for the Rehabilitation of Individuals with Stroke In: Sandrini G, Homberg V, Saltuari L, Smania N, Pedrocchi A, editors. Advanced Technologies for the Rehabilitation of Gait and Balance Disorders. Biosystems & Biorobotics. Cham. Springer International Publishing: 2018. p. 293–306. https://doi.org/10.1007/978-3-319-72736-3-21. Peri E, Guanziroli E, Ferrante S, Pedrocchi A, Molteni F. Functional Electrical Stimulation and Its Use During Cycling for the Rehabilitation of Individuals with Stroke In: Sandrini G, Homberg V, Saltuari L, Smania N, Pedrocchi A, editors. Advanced Technologies for the Rehabilitation of Gait and Balance Disorders. Biosystems & Biorobotics. Cham. Springer International Publishing: 2018. p. 293–306. https://​doi.​org/​10.​1007/​978-3-319-72736-3-21.
12.
go back to reference Hebb DO. The Organization of Behavior: A Neuropsychological Theory. Oxford: Wiley; 1949. Hebb DO. The Organization of Behavior: A Neuropsychological Theory. Oxford: Wiley; 1949.
27.
go back to reference Piazza S, Serrano-Muñoz D, Gomez-Sorianó J, Torricelli D, Segura-Fragosa A, Pons JL, et al.Afferent Electrical Stimulation during Cycling Improves Spinal Processing of Sensorimotor Function after Incomplete Spinal Cord Injury. NeuroRehabilitation. 2017; 40(3):429–437. https://doi.org/10.3233/NRE-161430.PubMedCrossRef Piazza S, Serrano-Muñoz D, Gomez-Sorianó J, Torricelli D, Segura-Fragosa A, Pons JL, et al.Afferent Electrical Stimulation during Cycling Improves Spinal Processing of Sensorimotor Function after Incomplete Spinal Cord Injury. NeuroRehabilitation. 2017; 40(3):429–437. https://​doi.​org/​10.​3233/​NRE-161430.PubMedCrossRef
48.
go back to reference Chang CY, Hsu SH, Pion-Tonachini L, Jung TP. Evaluation of Artifact Subspace Reconstruction for Automatic EEG Artifact Removal. In: 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE: 2018. p. 1242–1245. https://doi.org/10.1109/embc.2018.8512547. Chang CY, Hsu SH, Pion-Tonachini L, Jung TP. Evaluation of Artifact Subspace Reconstruction for Automatic EEG Artifact Removal. In: 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE: 2018. p. 1242–1245. https://​doi.​org/​10.​1109/​embc.​2018.​8512547.
53.
go back to reference Marple SL. Digital Spectral Analysis: Second Edition. New York: Dover Publications; 2019. Marple SL. Digital Spectral Analysis: Second Edition. New York: Dover Publications; 2019.
58.
go back to reference Mullen T. The Dynamic Brain: Modeling Neural Dynamics and Interactions From Human Electrophysiological Recordings. San Diego: University of California; 2014. Mullen T. The Dynamic Brain: Modeling Neural Dynamics and Interactions From Human Electrophysiological Recordings. San Diego: University of California; 2014.
59.
go back to reference Lütkepohl H. New Introduction to Multiple Time Series Analysis. 2006th ed. Berlin: Springer-Verlag GmbH; 2006. Lütkepohl H. New Introduction to Multiple Time Series Analysis. 2006th ed. Berlin: Springer-Verlag GmbH; 2006.
Metadata
Title
Pathway-specific modulatory effects of neuromuscular electrical stimulation during pedaling in chronic stroke survivors
Authors
Shi-Chun Bao
Wing-Cheong Leung
Vincent C. K. Cheung
Ping Zhou
Kai-Yu Tong
Publication date
01-12-2019
Publisher
BioMed Central
Keyword
Stroke
Published in
Journal of NeuroEngineering and Rehabilitation / Issue 1/2019
Electronic ISSN: 1743-0003
DOI
https://doi.org/10.1186/s12984-019-0614-9

Other articles of this Issue 1/2019

Journal of NeuroEngineering and Rehabilitation 1/2019 Go to the issue