ArticlePLoS computational biology2024
A dynamic foot model for predictive simulations of human gait reveals causal relations between foot structure and whole-body mechanics.
Article in PLoS computational biology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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Who cites it
16 citing papers in PubMed.
- Comparative efficacy of an 8-week core stability program versus foot-ankle strengthening on pain, function, and distal structural parameters in individuals with knee osteoarthritis: a randomized controlled trial.Scientific reports · 2026Trial
- Impact of Material Stiffness on Medial Arch Support and Stress Redistribution in 3D-Printed Insoles for Adult Acquired Flatfoot Deformity.Bioengineering (Basel, Switzerland) · 2026Article
- GaitDynamics: a generative foundation model for analyzing human walking and running.Nature biomedical engineering · 2026Article
- Passive Ankle Dorsiflexion and Single-Leg Balance Are Independently Associated with Locomotive Syndrome Severity in Community-Dwelling Older Adults: A Cross-Sectional Study.Healthcare (Basel, Switzerland) · 2026Article
- Investigation of the effects of morphometric characteristics of the foot on Achilles tendon rupture.BMC musculoskeletal disorders · 2026Article
- Gait changes in daily life during the healing process of fifth metatarsal fracture: a case report.Journal of medical case reports · 2026Article
- Lower limb exoskeletons for older adults: key assistance parameters and evaluation of ankle assistive strategies via musculoskeletal modelling.Frontiers in sports and active living · 2026Article
- Article
- Benchmarking the predictive capability of human gait simulations.PLoS computational 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
- A PRISMA systematic review through time on predictive musculoskeletal simulations.Journal of neuroengineering and rehabilitation · 2025Article
- Muscle weakness but also contractures contribute to the progressive gait pathology in children with Duchenne muscular dystrophy: a simulation study.Journal of neuroengineering and rehabilitation · 2025Article
- UltraTimTrack: a Kalman-filter-based algorithm to track muscle fascicles in ultrasound image sequences.PeerJ. Computer science · 2025Article
- The effect of including a mobile arch, toe joint, and joint coupling on predictive neuromuscular simulations of human walking.Scientific reports · 2024Article
- A planar neuromuscular controller to simulate compensation strategies in the sit-to-walk movement.PloS one · 2024Article
- Robust kinetics estimation from kinematics via direct collocation.Frontiers in bioengineering and biotechnology · 2024Article
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3 authors.
Funding
Abstract
The unique structure of the human foot is seen as a crucial adaptation for bipedalism. The foot's arched shape enables stiffening the foot to withstand high loads when pushing off, without compromising foot flexibility. Experimental studies demonstrated that manipulating foot stiffness has considerable effects on gait. In clinical practice, altered foot structure is associated with pathological gait. Yet, experimentally manipulating individual foot properties (e.g. arch height or tendon and ligament stiffness) is hard and therefore our understanding of how foot structure influences gait mechanics is still limited. Predictive simulations are a powerful tool to explore causal relationships between musculoskeletal properties and whole-body gait. However, musculoskeletal models used in three-dimensional predictive simulations assume a rigid foot arch, limiting their use for studying how foot structure influences three-dimensional gait mechanics. Here, we developed a four-segment foot model with a longitudinal arch for use in predictive simulations. We identified three properties of the ankle-foot complex that are important to capture ankle and knee kinematics, soleus activation, and ankle power of healthy adults: (1) compliant Achilles tendon, (2) stiff heel pad, (3) the ability to stiffen the foot. The latter requires sufficient arch height and contributions of plantar fascia, and intrinsic and extrinsic foot muscles. A reduced ability to stiffen the foot results in walking patterns with reduced push-off power. Simulations based on our model also captured the effects of walking with anaesthetised intrinsic foot muscles or an insole limiting arch compression. The ability to reproduce these different experiments indicates that our foot model captures the main mechanical properties of the foot. The presented four-segment foot model is a potentially powerful tool to study the relationship between foot properties and gait mechanics and energetics in health and disease.
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