Department of Biomedical Engineering, Nanchang Hangkong University, Nanchang, Jiangxi, China.
Department of Rehabilitation, Children's Hospital of Chongqing Medical University, Chongqing, China.
Biomed Eng Online. 2023 Jul 31;22(1):75. doi: 10.1186/s12938-023-01134-7.
Gait is a complex, whole-body movement that requires the coordinated action of multiple joints and muscles of our musculoskeletal system. In the context of Duchenne muscular dystrophy (DMD), a disease characterized by progressive muscle weakness and joint contractures, previous studies have generally assumed symmetrical behavior of the lower limbs during gait. However, such a symmetric gait pattern of DMD was controversial. One aspect of this is criticized, because most of these studies have primarily focused on univariate variables, rather than on the coordination of multiple body segments and even less investigate gait symmetry under a motor synergy of view.
We investigated the gait pattern of 20 patients with DMD, compared to 18 typical developing children (TD) through 3D Gait Analysis. Kinematic and muscle synergies were extracted with principal component analysis (PCA) and non-negative matrix factorization (NNMF), respectively. The synergies extracted from the left and right sides were compared with each other to obtain a symmetry value. In addition, bilateral spatiotemporal variables of gait, such as stride length, percentage of stance and swing phase, step length, and percentage of double support phase, were used for calculating the symmetry index (SI) to evaluate gait symmetry as well.
Compared with the TD group, the DMD group walked with decreased gait velocity (both p < 0.01), stride length (both p < 0.01), and step length (both p < 0.001). No significant difference was found between groups in SI of all spatiotemporal parameters extracted between the left and right lower limbs. In addition, the DMD group exhibited lower kinematic synergy symmetry values compared to the TD group (p < 0.001), while no such significant group difference was observed in symmetry values of muscle synergy.
The findings of this study suggest that DMD influences, to some extent, the symmetry of synergistic movement of multiple segments of lower limbs, and thus kinematic synergy appears capable of discriminating gait asymmetry in children with DMD when conventional spatiotemporal parameters are unchanged.
步态是一种复杂的全身运动,需要我们的骨骼肌肉系统中多个关节和肌肉的协调动作。在杜氏肌营养不良症(DMD)的背景下,这种疾病的特征是肌肉逐渐变弱和关节挛缩,之前的研究通常假设下肢在步态中表现出对称的行为。然而,DMD 的这种对称步态模式存在争议。一方面,这是有争议的,因为这些研究大多主要关注单变量变量,而不是多个身体部位的协调,甚至更少从运动协同的角度研究步态对称性。
我们通过三维步态分析,研究了 20 名 DMD 患者的步态模式,并与 18 名典型发育儿童(TD)进行了比较。通过主成分分析(PCA)和非负矩阵分解(NNMF)分别提取运动学和肌肉协同作用。将从左右两侧提取的协同作用进行相互比较,以获得对称值。此外,还使用双侧步态时空变量,如步长、支撑相和摆动相的百分比、步长和双支撑相的百分比,来计算对称指数(SI),以评估步态对称性。
与 TD 组相比,DMD 组的步态速度(均 p < 0.01)、步长(均 p < 0.01)和步长(均 p < 0.001)均降低。左右下肢之间提取的所有时空参数的 SI 组间无显著差异。此外,与 TD 组相比,DMD 组的运动学协同对称性值较低(p < 0.001),而肌肉协同对称性值无显著组间差异。
本研究结果表明,DMD 在一定程度上影响下肢多节段协同运动的对称性,因此,当常规时空参数不变时,运动学协同作用似乎能够区分 DMD 儿童的步态不对称性。