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Capturing Representative Hand Use at Home Using Egocentric Video in Individuals with Upper Limb Impairment
Published on: December 23, 2020
Evaluating upper limb impairments in multiple sclerosis by exposure to different mechanical environments
Laura Pellegrino1, Martina Coscia2,3, Margit Muller4
1Department Informatics, Bioengineering, Robotics and Systems Engineering, University of Genoa, Genoa, Italy. laura.pellegrino@edu.unige.it.
Multiple sclerosis impairs upper limb coordination, causing irregular movements and altered muscle synergy timing. This research identifies new biomarkers and rehabilitation strategies for motor deficits in multiple sclerosis patients.
Area of Science:
- Neuroscience
- Rehabilitation Medicine
- Biomedical Engineering
Background:
- Multiple sclerosis (MS) is a chronic, autoimmune, neurodegenerative disease impacting motor functions.
- Upper limb motor impairments, including weakness and poor coordination, are common in MS.
- Robot-based assessments offer objective quantification of motor deficits.
Purpose of the Study:
- To quantify upper limb motor deficits in individuals with MS using a robot-based system.
- To analyze behavioral aspects and muscle synergies during reaching tasks in MS.
- To identify potential biomarkers and inform rehabilitative strategies for MS-related motor impairments.
Main Methods:
- 11 individuals with mild to moderate MS and 11 age/gender-matched controls performed planar reaching tasks using a robotic manipulandum.
- Tasks involved moving the upper limb or applying force in four different robotic environments (free space, assistive/resistive forces, rigid constraint).
- Activity of 15 upper body muscles was recorded, alongside behavioral data, for analysis of muscle synergies and coordination.
Main Results:
- Individuals with MS exhibited irregular movement trajectories during reaching tasks.
- Impaired coordination between shoulder muscles and arm movements was observed in MS.
- A notable co-activation of biceps and triceps muscles during extension and systematic differences in muscle synergy timing and organization were found in MS subjects.
Conclusions:
- Robot-based assessment effectively quantifies upper limb motor deficits in MS.
- Altered muscle synergies and coordination patterns are key indicators of motor impairment in MS.
- Findings support the development of novel biomarkers and targeted rehabilitative interventions for improving motor control in MS.
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