Abstract
Early brain lesions which produce cerebral palsy (CP) may affect the development of walking. It is unclear whether or how neuromuscular control, as evaluated by muscle synergy analysis, differs in young children with CP compared to typically developing (TD) children with the same walking ability, before and after the onset of independent walking. Here we grouped twenty children with (high risk of) CP and twenty TD children (age 6.5-52.4 months) based on their walking ability, supported or independent walking. Muscle synergies were extracted from electromyography data of bilateral leg muscles using non-negative matrix factorization. Number, synergies' structure and variability accounted for when extracting one (VAF1) or two (VAF2) synergies were compared between CP and TD. Children in the CP group recruited fewer synergies with higher VAF1 and VAF2 compared to TD children in the supported and independent walking group. The most affected side in children with asymmetric CP walking independently recruited fewer synergies with higher VAF1 compared to the least affected side. Our findings suggest that early brain lesions result in early alterations of neuromuscular control, specific for the most affected side in asymmetric CP.
Original language | English |
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Article number | 2714 |
Journal | Sensors (Basel, Switzerland) |
Volume | 21 |
Issue number | 8 |
DOIs | |
Publication status | Published - 12 Apr 2021 |
Funding
This research was funded by the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation program (grant agreement n◦ 715945 Learn2Walk), and by the Dutch Organization for Scientific Research (NWO) VIDI grant (grant agreement n◦ 016.156.346 FirSTeps).
Funders | Funder number |
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Horizon 2020 Framework Programme | 715945 |
European Research Council | |
Nederlandse Organisatie voor Wetenschappelijk Onderzoek |
Keywords
- Biomechanical Phenomena
- Cerebral Palsy/diagnosis
- Child
- Child, Preschool
- Electromyography
- Gait
- Humans
- Infant
- Muscle, Skeletal
- Walking