ArticleJournal of neuroengineering and rehabilitation2021
Muscle activation strategies of people with early-stage Parkinson's during walking.
Article in Journal of neuroengineering and rehabilitation, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 2 of them syntheses that pooled it.
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Who cites it
13 citing papers in PubMed, 2 syntheses or guidelines pooled it, 27 citations in OpenAlex.
- Gait asymmetry in Parkinson's disease - a systematic review and meta-analysis (AsymmGait-Parkinson study).Scientific reports · 2026Pooled it
- Pooled it
- Altered Neuromuscular Time-Frequency Organization During Sit-to-Walk in Parkinson's Disease: An Explainable Artificial Intelligence Approach Using Surface Electromyography.Sensors (Basel, Switzerland) · 2026Article
- The Cortical Contributions to Turning Performance Through Muscle Synergies in Parkinson's Disease: A Mediation Study.Bioengineering (Basel, Switzerland) · 2026Article
- Machine learning classification of early-stage Parkinson's disease using sit-to-walk biomechanical features.Scientific reports · 2026Article
- Cross-Modal Synergy Representation of EMG and Joint Angular Acceleration During Gait in Parkinson's Disease Using NMF and Multimodal Matrix Factorization.Sensors (Basel, Switzerland) · 2026Article
- Lower extremity muscle activation patterns in sarcopenic older adults during physical performance tests: implications for rehabilitation approaches.Scientific reports · 2025Article
- Feasibility and preliminary efficacy of an online home-based functional exercise program for Parkinson's disease: a pilot study.Frontiers in neurology · 2025Article
- Article
- Muscle strength and spatiotemporal gait parameters in people with Parkinson´s disease. A pilot study.Revista de neurologia · 2023Article
- Muscle Coactivation Index during Walking in People with Multiple Sclerosis with Mild Disability, a Cross-Sectional Study.Diagnostics (Basel, Switzerland) · 2023Article
- A non-expensive bidimensional assessment can detect subtle alterations in gait performance in people in the early stages of Parkinson's disease.Frontiers in neurology · 2023Article
- Recent Trends and Practices Toward Assessment and Rehabilitation of Neurodegenerative Disorders: Insights From Human Gait.Frontiers in neuroscience · 2022Review
Corrections and comments
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Authors and funding
4 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionSome people with Parkinson's disease (PD) frequently have an unsteady gait with shuffling, reduced strength, and increased rigidity. This study has investigated the difference in the neuromuscular strategies of people with early-stage PD, healthy older adults (HOA) and healthy young adult (HYA) during short-distance walking.
methodSurface electromyogram (sEMG) was recorded from tibialis anterior (TA) and medial gastrocnemius (MG) muscles along with the acceleration data from the lower leg from 72 subjects-24 people with early-stage PD, 24 HOA and 24 HYA during short-distance walking on a level surface using wearable sensors.
resultsThere was a significant increase in the co-activation, a reduction in the TA modulation and an increase in the TA-MG lateral asymmetry among the people with PD during a level, straight-line walking. For people with PD, the gait impairment scale was low with an average postural instability and gait disturbance (PIGD) score = 5.29 out of a maximum score of 20. Investigating the single and double support phases of the gait revealed that while the muscle activity and co-activation index (CI) of controls modulated over the gait cycle, this was highly diminished for people with PD. The biggest difference between CI of controls and people with PD was during the double support phase of gait. DISCUSSION: The study has shown that people with early-stage PD have high asymmetry, reduced modulation, and higher co-activation. They have reduced muscle activity, ability to inhibit antagonist, and modulate their muscle activities. This has the potential for diagnosis and regular assessment of people with PD to detect gait impairments using wearable sensors.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.