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Controlling pre-movement sensorimotor rhythm can improve finger extension after stroke

Norman, S. L. and McFarland, D. J. and Miner, A. and Cramer, S. C. and Wolbrecht, E. T. and Wolpaw, J. R. and Reinkensmeyer, D. J. (2018) Controlling pre-movement sensorimotor rhythm can improve finger extension after stroke. Journal of Neural Engineering, 15 (5). Art. No. 056026. ISSN 1741-2560. https://resolver.caltech.edu/CaltechAUTHORS:20180806-080510555

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Abstract

Objective. Brain–computer interface (BCI) technology is attracting increasing interest as a tool for enhancing recovery of motor function after stroke, yet the optimal way to apply this technology is unknown. Here, we studied the immediate and therapeutic effects of BCI-based training to control pre-movement sensorimotor rhythm (SMR) amplitude on robot-assisted finger extension in people with stroke. Approach. Eight people with moderate to severe hand impairment due to chronic stroke completed a four-week three-phase protocol during which they practiced finger extension with assistance from the FINGER robotic exoskeleton. In Phase 1, we identified spatiospectral SMR features for each person that correlated with the intent to extend the index and/or middle finger(s). In Phase 2, the participants learned to increase or decrease SMR features given visual feedback, without movement. In Phase 3, the participants were cued to increase or decrease their SMR features, and when successful, were then cued to immediately attempt to extend the finger(s) with robot assistance. Main results. Of the four participants that achieved SMR control in Phase 2, three initiated finger extensions with a reduced reaction time after decreasing (versus increasing) pre-movement SMR amplitude during Phase 3. Two also extended at least one of their fingers more forcefully after decreasing pre-movement SMR amplitude. Hand function, measured by the box and block test (BBT), improved by 7.3  ±  7.5 blocks versus 3.5  ±  3.1 blocks in those with and without SMR control, respectively. Higher BBT scores at baseline correlated with a larger change in BBT score. Significance. These results suggest that learning to control person-specific pre-movement SMR features associated with finger extension can improve finger extension ability after stroke for some individuals. These results merit further investigation in a rehabilitation context.


Item Type:Article
Related URLs:
URLURL TypeDescription
https://doi.org/10.1088/1741-2552/aad724DOIArticle
ORCID:
AuthorORCID
Norman, S. L.0000-0001-9945-697X
Additional Information:© 2018 IOP Publishing Ltd. Received 28 April 2018; Revised 20 July 2018; Accepted 31 July 2018; Accepted Manuscript online 31 July 2018. Published 23 August 2018.
Issue or Number:5
Record Number:CaltechAUTHORS:20180806-080510555
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20180806-080510555
Official Citation:S L Norman et al 2018 J. Neural Eng. 15 056026
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:88582
Collection:CaltechAUTHORS
Deposited By: Tony Diaz
Deposited On:06 Aug 2018 16:45
Last Modified:03 Oct 2019 20:08

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