ArticlePloS one2013
A computational model of torque generation: neural, contractile, metabolic and musculoskeletal components.
Article in PloS one, 2013. 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, 26 citations in OpenAlex.
- JiSuJi, a virtual muscle for small animal simulations, accurately predicts force from naturalistic spike trains.bioRxiv : the preprint server for biology · 2025Article
- Using physiologically based models to predict in vivo skeletal muscle energetics.The Journal of experimental biology · 2025Article
- Matching dynamically varying forces with multi-motor-unit muscle models: a simulation study.Royal Society open science · 2025Article
- Motoneuron-driven computational muscle modelling with motor unit resolution and subject-specific musculoskeletal anatomy.PLoS computational biology · 2023Article
- Age-related changes in gait biomechanics and their impact on the metabolic cost of walking: Report from a National Institute on Aging workshop.Experimental gerontology · 2023Review
- Estimation of the firing behaviour of a complete motoneuron pool by combining electromyography signal decomposition and realistic motoneuron modelling.PLoS computational biology · 2022Article
- The impact of submaximal fatiguing exercises on the ability to generate and sustain the maximal voluntary contraction.Frontiers in physiology · 2022Article
- Integration of neural architecture within a finite element framework for improved neuromusculoskeletal modeling.Scientific reports · 2021Article
- Computational Modeling: Human Dynamic Model.Frontiers in neurorobotics · 2021Article
- A phenomenological model of the time course of maximal voluntary isometric contraction force for optimization of complex loading schemes.European journal of applied physiology · 2018Article
- Sex differences in kinematic adaptations to muscle fatigue induced by repetitive upper limb movements.Biology of sex differences · 2018Article
- Mechanisms of in vivo muscle fatigue in humans: investigating age-related fatigue resistance with a computational model.The Journal of physiology · 2016Article
Corrections and comments
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Authors and funding
3 authors at 2 institutions in 1 country.
Funding
Abstract
The pathway of voluntary joint torque production includes motor neuron recruitment and rate-coding, sarcolemmal depolarization and calcium release by the sarcoplasmic reticulum, force generation by motor proteins within skeletal muscle, and force transmission by tendon across the joint. The direct source of energetic support for this process is ATP hydrolysis. It is possible to examine portions of this physiologic pathway using various in vivo and in vitro techniques, but an integrated view of the multiple processes that ultimately impact joint torque remains elusive. To address this gap, we present a comprehensive computational model of the combined neuromuscular and musculoskeletal systems that includes novel components related to intracellular bioenergetics function. Components representing excitatory drive, muscle activation, force generation, metabolic perturbations, and torque production during voluntary human ankle dorsiflexion were constructed, using a combination of experimentally-derived data and literature values. Simulation results were validated by comparison with torque and metabolic data obtained in vivo. The model successfully predicted peak and submaximal voluntary and electrically-elicited torque output, and accurately simulated the metabolic perturbations associated with voluntary contractions. This novel, comprehensive model could be used to better understand impact of global effectors such as age and disease on various components of the neuromuscular system, and ultimately, voluntary torque output.
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Registered trials
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.