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Calculating Heart Rate Variability from ECG Data from Youth with Cerebral Palsy During Active Video Game Sessions
Published on: June 5, 2019
Free-living physical activity levels in children with cerebral palsy
Maija Piiparinen1, Pedro Valadão2, Tiina Savikangas3
1Neuromuscular Research Center, Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland.
Insights
Electromyography (EMG) monitoring in children with cerebral palsy (CP) showed similar daily muscle activity to typically developing peers. EMG offers a more detailed view of physical activity than accelerometry, detecting light activity that may be underestimated.
Area of Science:
- Biomedical Engineering
- Pediatric Rehabilitation
- Movement Science
Background:
- Cerebral palsy (CP) is a common childhood motor disorder associated with reduced physical activity (PA) and increased health risks.
- Traditional PA assessment methods like accelerometers and self-reports have limitations.
- Electromyography (EMG) offers physiologically relevant insights into muscle activity during daily life.
Purpose of the Study:
- To assess and compare daily muscle activity using EMG in children with CP and typically developing (TD) peers during free-living conditions.
- To evaluate the utility of EMG as a complementary tool to accelerometry for PA monitoring in individuals with CP.
Main Methods:
- EMG sensors embedded in shorts and hip-worn accelerometers were used to record daily PA in 8 children with spastic CP (GMFCS I and III) and 6 TD children.
- EMG activity levels were normalized to the 6-minute walk test (6MWT).
- Inactivity, light, moderate, and vigorous PA were quantified using established accelerometry cut-offs and EMG amplitude categorization.
Main Results:
- No statistically significant differences in free-living EMG-measured inactivity or activity levels were found between the CP and TD groups.
- Accelerometry indicated greater inactivity time compared to EMG in both CP and TD groups.
- Few significant differences in muscle activity were observed within the CP group across legs, muscles, or GMFCS levels.
Conclusions:
- Free-living EMG monitoring did not reveal excessive daily muscle activity in individuals with CP compared to TD peers.
- EMG provides a more detailed assessment of daily muscle use, particularly for light physical activity, which may be underestimated by accelerometry.
Background:
Cerebral Palsy (CP) is a common motor disorder in children, leading to reduced physical activity (PA) and increased health risks. To complement traditional PA methods (e.g. accelerometers, self-reports), electromyography (EMG) provides physiologically relevant information on muscle activity during free-living. This study used EMG for assessing daily muscle activity in individuals with CP and their typically developing (TD) peers.
Methods:
Shorts with embedded EMG electrodes and hip-worn tri-axial accelerometer recorded daily PA in 8 children with spastic CP (mean age 14y 7mo, Gross Motor Function Classification System (GMFCS) I (n = 5), III (n = 3)) and 6 TD children (mean age 15y 4mo) during free-living. Daily EMG activity levels are reported as a percentage of mean EMG amplitude during the 6MWT. Inactivity time and light, moderate and vigorous PA are reported relative to recording time using established cut-off values for accelerometry, and EMG amplitude categorized based on a two-minute average from the middle of 6MWT.
Findings:
Free-living EMG inactivity (CP: 58.4 %, TD: 50.4 %) and activity levels did not differ statistically between CP and TD groups. Accelerometry showed a greater inactivity time than EMG in CP (p = 0.021) and TD (p = 0.010) groups. In CP, few statistically significant differences were observed between legs, muscles, and GMFCS levels.
Interpretation:
Free-living EMG monitoring did not reveal excessive muscle activity in individuals with CP during daily activities compared to TD peers. EMG detects light PA that accelerometry may underestimate, offering a more detailed view of daily muscle use.
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