ArticlePLoS computational biology2014
Spinal mechanisms may provide a combination of intermittent and continuous control of human posture: predictions from a biologically based neuromusculoskeletal model.
Article in PLoS computational biology, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers, 1 of them a synthesis that pooled it.
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Who cites it
41 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Methods for integrating postural control into biomechanical human simulations: a systematic review.Journal of neuroengineering and rehabilitation · 2023Pooled it
- D1 and D2 Inhibitions of the Soleus H-Reflex Are Differentially Modulated during Plantarflexion Force and Position Tasks.PloS one · 2015Trial
- Extracorporeal shockwave therapy for zoster-associated pain: A retrospective analysis based on spinal musculoskeletal imbalance.Medicine · 2026Article
- Independent directional tuning of the human triceps surae muscles during standing postural control.Journal of applied physiology (Bethesda, Md. : 1985) · 2026Article
- The variability of reflex amplitude estimates in motor unit pools depends on the phenotype distribution and discharge statistics.bioRxiv : the preprint server for biology · 2026Article
- Disentangling sensory contributions to postural control regulation through sample entropy and neural modeling: A preliminary study.PloS one · 2026Article
- JiSuJi, a virtual muscle for small animal simulations, accurately predicts force from naturalistic spike trains.bioRxiv : the preprint server for biology · 2025Article
- Matching dynamically varying forces with multi-motor-unit muscle models: a simulation study.Royal Society open science · 2025Article
- Article
- Closed-loop coupling of both physiological spindle model and spinal pathways for sensorimotor control of human center-out reaching.Frontiers in computational neuroscience · 2025Article
- Neural-driven activation of 3D muscle within a finite element framework: exploring applications in healthy and neurodegenerative simulations.Computer methods in biomechanics and biomedical engineering · 2024Article
- NeuroMotion: Open-source platform with neuromechanical and deep network modules to generate surface EMG signals during voluntary movement.PLoS computational biology · 2024Article
- The 'Postural Rhythm' of the Ground Reaction Force during Upright Stance and Its Conversion to Body Sway-The Effect of Vision, Support Surface and Adaptation to Repeated Trials.Brain sciences · 2023Article
- Linking cortex and contraction-Integrating models along the corticomuscular pathway.Frontiers in physiology · 2023Article
- Coherence between electromyographic signals of anterior tibialis, soleus, and gastrocnemius during standing balance tasks.Frontiers in human neuroscience · 2023Article
- Does the patellar tendon reflex affect the postural stability in stroke patients with blocked vision?Translational neuroscience · 2023Article
- Asynchronous Intermittent Regulation of Human Arm Movement with Markovian Jumping Parameters.Computational intelligence and neuroscience · 2022Article
- Article
- Integration of neural architecture within a finite element framework for improved neuromusculoskeletal modeling.Scientific reports · 2021Article
- Article
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3 authors.
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No grant is acknowledged in the PubMed record.
Abstract
Several models have been employed to study human postural control during upright quiet stance. Most have adopted an inverted pendulum approximation to the standing human and theoretical models to account for the neural feedback necessary to keep balance. The present study adds to the previous efforts in focusing more closely on modelling the physiological mechanisms of important elements associated with the control of human posture. This paper studies neuromuscular mechanisms behind upright stance control by means of a biologically based large-scale neuromusculoskeletal (NMS) model. It encompasses: i) conductance-based spinal neuron models (motor neurons and interneurons); ii) muscle proprioceptor models (spindle and Golgi tendon organ) providing sensory afferent feedback; iii) Hill-type muscle models of the leg plantar and dorsiflexors; and iv) an inverted pendulum model for the body biomechanics during upright stance. The motor neuron pools are driven by stochastic spike trains. Simulation results showed that the neuromechanical outputs generated by the NMS model resemble experimental data from subjects standing on a stable surface. Interesting findings were that: i) an intermittent pattern of muscle activation emerged from this posture control model for two of the leg muscles (Medial and Lateral Gastrocnemius); and ii) the Soleus muscle was mostly activated in a continuous manner. These results suggest that the spinal cord anatomy and neurophysiology (e.g., motor unit types, synaptic connectivities, ordered recruitment), along with the modulation of afferent activity, may account for the mixture of intermittent and continuous control that has been a subject of debate in recent studies on postural control. Another finding was the occurrence of the so-called "paradoxical" behaviour of muscle fibre lengths as a function of postural sway. The simulations confirmed previous conjectures that reciprocal inhibition is possibly contributing to this effect, but on the other hand showed that this effect may arise without any anticipatory neural control mechanism.
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