Department of Human Movement Sciences, Faculty of Behavioural and Movement Sciences, Amsterdam Movement Sciences, Institute for Brain and Behavior Amsterdam, Vrije Universiteit Amsterdam, 1081 BT Amsterdam, The Netherlands.
Department of Rehabilitation Medicine, Amsterdam Movement Sciences, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands.
Sensors (Basel). 2021 Apr 12;21(8):2714. doi: 10.3390/s21082714.
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 (VAF) or two (VAF) synergies were compared between CP and TD. Children in the CP group recruited fewer synergies with higher VAF and VAF 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 VAF 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.
早期导致脑瘫 (CP) 的脑损伤可能会影响行走的发育。目前尚不清楚在独立行走之前和之后,与具有相同行走能力的典型发育 (TD) 儿童相比,脑瘫儿童的神经肌肉控制(通过肌肉协同分析评估)是否存在差异,以及存在哪些差异。在这里,我们根据行走能力将二十名 CP 儿童(高危 CP)和二十名 TD 儿童(6.5-52.4 月龄)分为两组,行走能力为支撑或独立行走。使用非负矩阵分解从双侧腿部肌肉的肌电图数据中提取肌肉协同。比较 CP 和 TD 组中提取一个(VAF)或两个(VAF)协同时,协同的数量、结构和可变性。与支撑和独立行走组的 TD 儿童相比,CP 组的儿童募集的协同较少,VAF 和 VAF 较高。独立行走的不对称 CP 儿童受影响更严重的一侧募集的协同较少,VAF 较高。我们的研究结果表明,早期脑损伤导致神经肌肉控制的早期改变,这在不对称 CP 中对受影响更严重的一侧具有特异性。