Technology-aided assessment of functionally relevant sensorimotor impairments in arm and hand of post-stroke individuals

Abstract Background Assessing arm and hand sensorimotor impairments that are functionally relevant is essential to optimize the impact of neurorehabilitation interventions. Technology-aided assessments should provide a sensitive and objective characterization of upper limb impairments, but often pro...

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Main Authors: Christoph M. Kanzler, Anne Schwarz, Jeremia P. O. Held, Andreas R. Luft, Roger Gassert, Olivier Lambercy
Format: Article
Language:English
Published: BMC 2020-09-01
Series:Journal of NeuroEngineering and Rehabilitation
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12984-020-00748-5
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spelling doaj-3a6d99f4ff5046089d8f538be9e1cfd02020-11-25T03:23:49ZengBMCJournal of NeuroEngineering and Rehabilitation1743-00032020-09-0117111510.1186/s12984-020-00748-5Technology-aided assessment of functionally relevant sensorimotor impairments in arm and hand of post-stroke individualsChristoph M. Kanzler0Anne Schwarz1Jeremia P. O. Held2Andreas R. Luft3Roger Gassert4Olivier Lambercy5Rehabilitation Engineering Laboratory, Institute of Robotics and Intelligent Systems, Department of Health Sciences and Technology, ETH ZurichDivision of Vascular Neurology and Neurorehabilitation, Department of Neurology, University Hospital Zurich, University of ZurichDivision of Vascular Neurology and Neurorehabilitation, Department of Neurology, University Hospital Zurich, University of ZurichDivision of Vascular Neurology and Neurorehabilitation, Department of Neurology, University Hospital Zurich, University of ZurichDivision of Vascular Neurology and Neurorehabilitation, Department of Neurology, University Hospital Zurich, University of ZurichRehabilitation Engineering Laboratory, Institute of Robotics and Intelligent Systems, Department of Health Sciences and Technology, ETH ZurichAbstract Background Assessing arm and hand sensorimotor impairments that are functionally relevant is essential to optimize the impact of neurorehabilitation interventions. Technology-aided assessments should provide a sensitive and objective characterization of upper limb impairments, but often provide arm weight support and neglect the importance of the hand, thereby questioning their functional relevance. The Virtual Peg Insertion Test (VPIT) addresses these limitations by quantifying arm and hand movements as well as grip forces during a goal-directed manipulation task requiring active lifting of the upper limb against gravity. The aim of this work was to evaluate the ability of the VPIT metrics to characterize arm and hand sensorimotor impairments that are relevant for performing functional tasks. Methods Arm and hand sensorimotor impairments were systematically characterized in 30 chronic stroke patients using conventional clinical scales and the VPIT. For the latter, ten previously established kinematic and kinetic core metrics were extracted. The validity and robustness of these metrics was investigated by analyzing their clinimetric properties (test-retest reliability, measurement error, learning effects, concurrent validity). Results Twenty-three of the participants, the ones with mild to moderate sensorimotor impairments and without strong cognitive deficits, were able to successfully complete the VPIT protocol (duration 16.6 min). The VPIT metrics detected impairments in arm and hand in 90.0% of the participants, and were sensitive to increased muscle tone and pathological joint coupling. Most importantly, significant moderate to high correlations between conventional scales of activity limitations and the VPIT metrics were found, thereby indicating their functional relevance when grasping and transporting objects, and when performing dexterous finger manipulations. Lastly, the robustness of three out of the ten VPIT core metrics in post-stroke individuals was confirmed. Conclusions This work provides evidence that technology-aided assessments requiring goal-directed manipulations without arm weight support can provide an objective, robust, and clinically feasible way to assess functionally relevant sensorimotor impairments in arm and hand in chronic post-stroke individuals with mild to moderate deficits. This allows for a better identification of impairments with high functional relevance and can contribute to optimizing the functional benefits of neurorehabilitation interventions.http://link.springer.com/article/10.1186/s12984-020-00748-5Upper limb assessmentDigital health metricsMotor controlNeurological disorders
collection DOAJ
language English
format Article
sources DOAJ
author Christoph M. Kanzler
Anne Schwarz
Jeremia P. O. Held
Andreas R. Luft
Roger Gassert
Olivier Lambercy
spellingShingle Christoph M. Kanzler
Anne Schwarz
Jeremia P. O. Held
Andreas R. Luft
Roger Gassert
Olivier Lambercy
Technology-aided assessment of functionally relevant sensorimotor impairments in arm and hand of post-stroke individuals
Journal of NeuroEngineering and Rehabilitation
Upper limb assessment
Digital health metrics
Motor control
Neurological disorders
author_facet Christoph M. Kanzler
Anne Schwarz
Jeremia P. O. Held
Andreas R. Luft
Roger Gassert
Olivier Lambercy
author_sort Christoph M. Kanzler
title Technology-aided assessment of functionally relevant sensorimotor impairments in arm and hand of post-stroke individuals
title_short Technology-aided assessment of functionally relevant sensorimotor impairments in arm and hand of post-stroke individuals
title_full Technology-aided assessment of functionally relevant sensorimotor impairments in arm and hand of post-stroke individuals
title_fullStr Technology-aided assessment of functionally relevant sensorimotor impairments in arm and hand of post-stroke individuals
title_full_unstemmed Technology-aided assessment of functionally relevant sensorimotor impairments in arm and hand of post-stroke individuals
title_sort technology-aided assessment of functionally relevant sensorimotor impairments in arm and hand of post-stroke individuals
publisher BMC
series Journal of NeuroEngineering and Rehabilitation
issn 1743-0003
publishDate 2020-09-01
description Abstract Background Assessing arm and hand sensorimotor impairments that are functionally relevant is essential to optimize the impact of neurorehabilitation interventions. Technology-aided assessments should provide a sensitive and objective characterization of upper limb impairments, but often provide arm weight support and neglect the importance of the hand, thereby questioning their functional relevance. The Virtual Peg Insertion Test (VPIT) addresses these limitations by quantifying arm and hand movements as well as grip forces during a goal-directed manipulation task requiring active lifting of the upper limb against gravity. The aim of this work was to evaluate the ability of the VPIT metrics to characterize arm and hand sensorimotor impairments that are relevant for performing functional tasks. Methods Arm and hand sensorimotor impairments were systematically characterized in 30 chronic stroke patients using conventional clinical scales and the VPIT. For the latter, ten previously established kinematic and kinetic core metrics were extracted. The validity and robustness of these metrics was investigated by analyzing their clinimetric properties (test-retest reliability, measurement error, learning effects, concurrent validity). Results Twenty-three of the participants, the ones with mild to moderate sensorimotor impairments and without strong cognitive deficits, were able to successfully complete the VPIT protocol (duration 16.6 min). The VPIT metrics detected impairments in arm and hand in 90.0% of the participants, and were sensitive to increased muscle tone and pathological joint coupling. Most importantly, significant moderate to high correlations between conventional scales of activity limitations and the VPIT metrics were found, thereby indicating their functional relevance when grasping and transporting objects, and when performing dexterous finger manipulations. Lastly, the robustness of three out of the ten VPIT core metrics in post-stroke individuals was confirmed. Conclusions This work provides evidence that technology-aided assessments requiring goal-directed manipulations without arm weight support can provide an objective, robust, and clinically feasible way to assess functionally relevant sensorimotor impairments in arm and hand in chronic post-stroke individuals with mild to moderate deficits. This allows for a better identification of impairments with high functional relevance and can contribute to optimizing the functional benefits of neurorehabilitation interventions.
topic Upper limb assessment
Digital health metrics
Motor control
Neurological disorders
url http://link.springer.com/article/10.1186/s12984-020-00748-5
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