Department of Rehabilitation Sciences, KU Leuven, Leuven, Belgium.
Clinical Motion Analysis Laboratory, University Hospitals Leuven, Pellenberg, Belgium.
PLoS One. 2020 Sep 2;15(9):e0238445. doi: 10.1371/journal.pone.0238445. eCollection 2020.
Our aim was to determine if synergy weights and activations are altered in Duchenne muscular dystrophy (DMD) and if these alterations could be linked to muscle weakness.
In 22 children with DMD and 22 typical developing (TD) children of a similar age, surface electromyography (sEMG) of the gluteus medius, rectus femoris (REF), medial hamstrings, tibialis anterior, and medial gastrocnemius (GAS) were recorded during gait. Muscle weakness was assessed with maximal voluntary isometric contractions (MVIC). Synergies were calculated with non-negative matrix factorization. The number of synergies explaining ≥90% of the variance in the sEMG signals (N90), were extracted and grouped with k-means cluster analysis. We verified differences in weights with a Mann-Whitney U test. Statistical non-parametric mapping (Hotelling's T2 test and two-tailed t-test) was used to assess group differences in synergy activations. We used Spearman's rank correlation coefficients and canonical correlation analysis to assess if weakness was related to modifications in weights and activations, respectively.
For both groups, average N90 was three. In synergy one, characterized by activity at the beginning of stance, the DMDs showed an increased REF weight (p = 0.001) and decreased GAS weight (p = 0.007). Synergy activations were similar, with only a small difference detected in mid-swing in the combined activations (p<0.001). Weakness was not associated with these differences.
Despite the apparent weakness in DMD, synergy weights and activations were similar between the two groups. Our findings are in line with previous research suggesting non-neural alterations have limited influence on muscle synergies.
本研究旨在探讨杜氏肌营养不良症(DMD)患者的协同肌权重和激活是否发生改变,以及这些改变是否与肌肉无力相关。
研究纳入 22 名 DMD 患儿和 22 名年龄匹配的正常发育儿童(TD),在步态过程中对臀中肌、股直肌(REF)、内收肌、胫骨前肌和内腓肠肌(GAS)进行表面肌电图(sEMG)记录。通过最大随意等长收缩(MVIC)评估肌肉无力。采用非负矩阵分解(NMF)计算协同作用。提取并通过 k-均值聚类分析将解释 sEMG 信号方差≥90%的协同肌数量(N90)进行分组。采用 Mann-Whitney U 检验验证权重差异。采用统计非参数映射(Hotelling's T2 检验和双尾 t 检验)评估协同肌激活的组间差异。采用 Spearman 秩相关系数和典型相关分析分别评估肌肉无力与权重和激活改变的相关性。
两组平均 N90 均为 3。在以站立初期活动为特征的协同肌 1 中,DMD 患者 REF 权重增加(p=0.001),GAS 权重降低(p=0.007)。协同肌激活相似,仅在联合激活的中期摆动中发现略有差异(p<0.001)。肌肉无力与这些差异无关。
尽管 DMD 患者表现出明显的肌肉无力,但两组间的协同肌权重和激活并无明显差异。我们的研究结果与先前研究一致,表明非神经改变对肌肉协同作用的影响有限。