Neuromuscular Complexity During Gait is not Responsive to Medication in Persons with Parkinson's Disease

作者：Roemmich Ryan T^*; Fregly Benjamin J; Hass Chris J

来源：Annals of Biomedical Engineering, 2014, 42(9): 1901-1912.

DOI：10.1007/s10439-014-1036-2

• Motor modules
• Muscle
• Lower extremity
• Electromyography
• Dopamine
• Levodopa
• Non-negative matrix factorization
• Decomposition

The purpose of this study was to investigate the effects of dopaminergic therapy on neuromuscular complexity during gait and on the relationship between neuromuscular complexity and gait speed in persons with Parkinson's disease (PD). Nine persons with PD walked at self-selected speed for 5 min after having withdrawn from dopaminergic medication for at least 12 h and while optimally-medicated. Electromyographic recordings were taken from eight leg muscles bilaterally. Non-negative matrix factorization was applied to reduce the dimensionality of the electromyographic signals into motor modules. We assessed neuromuscular complexity by investigating the number, structure, and timing of the modules. We also investigated the influence of dopaminergic medication on the relationships between neuromuscular complexity and gait speed. Though gait speed increased significantly after medication intake, medication did not affect neuromuscular complexity. Neuromuscular complexity was significantly associated with gait speed only while the participants were medicated. Thus, the supraspinal structures that govern neuromuscular complexity during gait do not appear to be solely dopaminergically-influenced in PD. The lack of dopaminergic influence on neuromuscular complexity may explain why persons with PD exhibit gait slowness even while medicated, and an intervention that restores neuromuscular complexity may result in gait speed improvement in PD.

• 出版日期2014-9