Literature DB >> 26245321

Modeling and simulating the neuromuscular mechanisms regulating ankle and knee joint stiffness during human locomotion.

Massimo Sartori1, Marco Maculan2, Claudio Pizzolato3, Monica Reggiani2, Dario Farina4.   

Abstract

This work presents an electrophysiologically and dynamically consistent musculoskeletal model to predict stiffness in the human ankle and knee joints as derived from the joints constituent biological tissues (i.e., the spanning musculotendon units). The modeling method we propose uses electromyography (EMG) recordings from 13 muscle groups to drive forward dynamic simulations of the human leg in five healthy subjects during overground walking and running. The EMG-driven musculoskeletal model estimates musculotendon and resulting joint stiffness that is consistent with experimental EMG data as well as with the experimental joint moments. This provides a framework that allows for the first time observing 1) the elastic interplay between the knee and ankle joints, 2) the individual muscle contribution to joint stiffness, and 3) the underlying co-contraction strategies. It provides a theoretical description of how stiffness modulates as a function of muscle activation, fiber contraction, and interacting tendon dynamics. Furthermore, it describes how this differs from currently available stiffness definitions, including quasi-stiffness and short-range stiffness. This work offers a theoretical and computational basis for describing and investigating the neuromuscular mechanisms underlying human locomotion.
Copyright © 2015 the American Physiological Society.

Entities:  

Keywords:  compliance; electromyography; human leg; neuromusculoskeletal modeling; stiffness

Mesh:

Year:  2015        PMID: 26245321      PMCID: PMC4620138          DOI: 10.1152/jn.00989.2014

Source DB:  PubMed          Journal:  J Neurophysiol        ISSN: 0022-3077            Impact factor:   2.714


  117 in total

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Authors:  Xiao Hu; Wendy M Murray; Eric J Perreault
Journal:  J Neurophysiol       Date:  2011-02-02       Impact factor: 2.714

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Journal:  IEEE Rev Biomed Eng       Date:  2012

5.  A neural circuitry that emphasizes spinal feedback generates diverse behaviours of human locomotion.

Authors:  Seungmoon Song; Hartmut Geyer
Journal:  J Physiol       Date:  2015-06-23       Impact factor: 5.182

6.  Optimal workloop energetics of muscle-actuated systems: an impedance matching view.

Authors:  Waleed A Farahat; Hugh M Herr
Journal:  PLoS Comput Biol       Date:  2010-06-03       Impact factor: 4.475

7.  Tensile properties of the in vivo human gastrocnemius tendon.

Authors:  Constantinos N Maganaris; John P Paul
Journal:  J Biomech       Date:  2002-12       Impact factor: 2.712

8.  Knee muscle forces during walking and running in patellofemoral pain patients and pain-free controls.

Authors:  Thor F Besier; Michael Fredericson; Garry E Gold; Gary S Beaupré; Scott L Delp
Journal:  J Biomech       Date:  2009-03-06       Impact factor: 2.712

9.  Predictive control of ankle stiffness at heel contact is a key element of locomotor adaptation during split-belt treadmill walking in humans.

Authors:  Tetsuya Ogawa; Noritaka Kawashima; Toru Ogata; Kimitaka Nakazawa
Journal:  J Neurophysiol       Date:  2013-11-13       Impact factor: 2.714

10.  A musculoskeletal model of human locomotion driven by a low dimensional set of impulsive excitation primitives.

Authors:  Massimo Sartori; Leonardo Gizzi; David G Lloyd; Dario Farina
Journal:  Front Comput Neurosci       Date:  2013-06-26       Impact factor: 2.380

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  16 in total

1.  Activation-Dependent Changes in Soleus Length-Tension Behavior Augment Ankle Joint Quasi-Stiffness.

Authors:  William H Clark; Jason R Franz
Journal:  J Appl Biomech       Date:  2019-04-10       Impact factor: 1.833

2.  Knee Impedance Modulation to Control an Active Orthosis Using Insole Sensors.

Authors:  Ana Cecilia Villa-Parra; Denis Delisle-Rodriguez; Jessica Souza Lima; Anselmo Frizera-Neto; Teodiano Bastos
Journal:  Sensors (Basel)       Date:  2017-11-28       Impact factor: 3.576

Review 3.  Bioinspired Technologies to Connect Musculoskeletal Mechanobiology to the Person for Training and Rehabilitation.

Authors:  Claudio Pizzolato; David G Lloyd; Rod S Barrett; Jill L Cook; Ming H Zheng; Thor F Besier; David J Saxby
Journal:  Front Comput Neurosci       Date:  2017-10-18       Impact factor: 2.380

4.  In Vivo Neuromechanics: Decoding Causal Motor Neuron Behavior with Resulting Musculoskeletal Function.

Authors:  Massimo Sartori; Utku Ş Yavuz; Dario Farina
Journal:  Sci Rep       Date:  2017-10-18       Impact factor: 4.379

5.  Linear Parameter Varying Identification of Dynamic Joint Stiffness during Time-Varying Voluntary Contractions.

Authors:  Mahsa A Golkar; Ehsan Sobhani Tehrani; Robert E Kearney
Journal:  Front Comput Neurosci       Date:  2017-05-19       Impact factor: 2.380

6.  Model-Based Estimation of Ankle Joint Stiffness.

Authors:  Berno J E Misgeld; Tony Zhang; Markus J Lüken; Steffen Leonhardt
Journal:  Sensors (Basel)       Date:  2017-03-29       Impact factor: 3.576

7.  Similar sensorimotor transformations control balance during standing and walking.

Authors:  Maarten Afschrift; Friedl De Groote; Ilse Jonkers
Journal:  PLoS Comput Biol       Date:  2021-06-25       Impact factor: 4.475

8.  Adaptive Admittance Control for an Ankle Exoskeleton Using an EMG-Driven Musculoskeletal Model.

Authors:  Shaowei Yao; Yu Zhuang; Zhijun Li; Rong Song
Journal:  Front Neurorobot       Date:  2018-04-10       Impact factor: 2.650

9.  A Linear Approach to Optimize an EMG-Driven Neuromusculoskeletal Model for Movement Intention Detection in Myo-Control: A Case Study on Shoulder and Elbow Joints.

Authors:  Domenico Buongiorno; Michele Barsotti; Francesco Barone; Vitoantonio Bevilacqua; Antonio Frisoli
Journal:  Front Neurorobot       Date:  2018-11-13       Impact factor: 2.650

Review 10.  Reduced Achilles Tendon Stiffness Disrupts Calf Muscle Neuromechanics in Elderly Gait.

Authors:  Rebecca L Krupenevich; Owen N Beck; Gregory S Sawicki; Jason R Franz
Journal:  Gerontology       Date:  2021-07-16       Impact factor: 5.140

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