Repeatability of electromyography recordings and muscle synergies during gait among children with cerebral palsy
| Autor: | Katherine M. Steele, Meghan E. Munger, Keshia M. Peters, Benjamin R. Shuman, Michael H. Schwartz |
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| Rok vydání: | 2019 |
| Předmět: |
Male
medicine.medical_specialty Population Biophysics Electromyography Article Cerebral palsy 03 medical and health sciences 0302 clinical medicine Gait (human) Physical medicine and rehabilitation Humans Medicine Orthopedics and Sports Medicine Child Muscle Skeletal education Gait Disorders Neurologic education.field_of_study medicine.diagnostic_test business.industry Cerebral Palsy Rehabilitation Reproducibility of Results 030229 sport sciences Repeatability musculoskeletal system medicine.disease Biomechanical Phenomena Variance ratio Anterior tibialis Kinetics Gait analysis Female Gait Analysis business 030217 neurology & neurosurgery |
| Zdroj: | Gait & Posture. 67:290-295 |
| ISSN: | 0966-6362 |
| DOI: | 10.1016/j.gaitpost.2018.10.009 |
| Popis: | Background Clinical gait analysis is commonly used in the evaluation and treatment of children with cerebral palsy (CP). While the repeatability of kinematic and kinetic measures of gait has previously been evaluated, the repeatability of electromyography (EMG) recordings or measures calculated from EMG data, such as muscle synergies, remains unclear for this population. Research question Are EMG recordings and muscle synergies from clinical gait analysis repeatable between visits for children with CP? Methods We recruited 20 children with bilateral CP who had been referred for clinical gait analysis. The children completed two visits less than six weeks apart with EMG data collected bilaterally from five muscles (rectus femoris, medial hamstrings, vastus lateralis, anterior tibialis, and medial gastrocnemius). Variance ratio and cosine similarity were used to evaluate repeatability of EMG waveforms between visits. Nonnegative matrix factorization was used to calculate synergies from EMG data at each visit to compare synergy weights and activations. Results & significance The inter-visit variance ratios of EMG data for children with CP were similar to previously reported results for typically-developing children and unimpaired adults (range: 0.39 for vastus lateralis to 0.66 for rectus femoris). The average cosine similarity of the EMG waveforms between visits was greater than 0.9 for all muscles, while synergy weights and activations also had high similarity – greater than 0.8 and 0.9 between visits, respectively. These results demonstrate that EMG repeatability between visits during clinical gait analysis for children with CP is similar to unimpaired individuals. These results provide a baseline for evaluating whether observed changes in EMG recordings between visits reflect real changes in muscle activity or are within the range of inter-visit variability. |
| Databáze: | OpenAIRE |
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