ArticleThe Journal of physiology2022
Investigation of neural and biomechanical impairments leading to pathological toe and heel gaits using neuromusculoskeletal modelling.
Article in The Journal of physiology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed, 25 citations in OpenAlex.
- Characteristics of plantar pressure during walking in stroke patients with hemiplegia of different brunnstrom stages: a study based on five-region smart insoles.Journal of neuroengineering and rehabilitation · 2026Article
- A model of the cerebellum generates gait adaptations in a reflex-based neuromusculoskeletal model during split-belt walking.Journal of neuroengineering and rehabilitation · 2025Article
- A model of the cerebellum generates gait adaptations in a reflex-based neuromusculoskeletal model during split-belt walking.bioRxiv : the preprint server for biology · 2025Article
- Estimating the contribution of musculoskeletal impairments to altered gait kinematics in children with cerebral palsy using predictive simulations.Journal of neuroengineering and rehabilitation · 2025Article
- Abnormal activity in the brainstem affects gait in a neuromusculoskeletal model.Journal of neuroengineering and rehabilitation · 2025Article
- Article
- Three-dimensional gait analysis in spinal disorders: biomechanical insights and clinical applications for diagnosis, surgical planning, and rehabilitation.Frontiers in neurology · 2025Review
- Muscle strength and foot pressure vary depending on the type of foot pain.Scientific reports · 2024Article
- Analyzing gait data measured by wearable cyborg hybrid assistive limb during assisted walking: gait pattern clustering.Frontiers in medical technology · 2024Article
- A spinal cord neuroprosthesis for locomotor deficits due to Parkinson's disease.Nature medicine · 2023Article
- Dysfunctional neuro-muscular mechanisms explain gradual gait changes in prodromal spastic paraplegia.Journal of neuroengineering and rehabilitation · 2023Article
- Acquisition of bipedal locomotion in a neuromusculoskeletal model with unilateral transtibial amputation.Frontiers in bioengineering and biotechnology · 2023Article
Corrections and comments
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Authors and funding
7 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This study investigates the pathological toe and heel gaits seen in human locomotion using neuromusculoskeletal modelling and simulation. In particular, it aims to investigate potential cause-effect relationships between biomechanical or neural impairments and pathological gaits. Toe and heel gaits are commonly present in spinal cord injury, stroke and cerebral palsy. Toe walking is mainly attributed to spasticity and contracture at plantar flexor muscles, whereas heel walking can be attributed to muscle weakness of biomechanical or neural origin. To investigate the effect of these impairments on gait, this study focuses on the soleus and gastrocnemius muscles as they contribute to ankle plantarflexion. We built a reflex circuit model based on previous work by Geyer and Herr with additional pathways affecting the plantar flexor muscles. The SCONE software, which provides optimisation tools for 2D neuromechanical simulation of human locomotion, is used to optimise the corresponding reflex parameters and simulate healthy gait. We then modelled various bilateral plantar flexor biomechanical and neural impairments, and individually introduced them in the healthy model. We characterised the resulting simulated gaits as pathological or not by comparing ankle kinematics and ankle moment with the healthy optimised gait based on metrics used in clinical studies. Our simulations suggest that toe walking can be generated by hyperreflexia, whereas muscle and neural weaknesses partially induce heel gait. Thus, this 'what if' approach is deemed of great interest as it allows investigation of the effect of various impairments on gait and suggests an important contribution of active reflex mechanisms to pathological toe gait. KEY POINTS: Pathological toe and heel gaits are commonly present in various conditions such as spinal cord injury, stroke and cerebral palsy. These conditions present various neural and biomechanical impairments, but the cause-effect relationships between these impairments and pathological gaits are difficult to establish clinically. Based on neuromechanical simulation, this study focuses on the plantar flexor muscles and builds a new reflex circuit controller to model and evaluate the potential effect of both neural and biomechanical impairments on gait. Our results suggest an important contribution of active reflex mechanisms to pathological toe gait. This 'what if' based on neuromechanical modelling is thus deemed of great interest to target potential causes of pathological gait.
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