Literature DB >> 24027105

Influences of premotoneuronal command statistics on the scaling of motor output variability during isometric plantar flexion.

Renato N Watanabe1, Fernando H Magalhães, Leonardo A Elias, Vitor M Chaud, Emanuele M Mello, André F Kohn.   

Abstract

This study focuses on neuromuscular mechanisms behind ankle torque and EMG variability during a maintained isometric plantar flexion contraction. Experimentally obtained torque standard deviation (SD) and soleus, medial gastrocnemius, and lateral gastrocnemius EMG envelope mean and SD increased with mean torque for a wide range of torque levels. Computer simulations were performed on a biophysically-based neuromuscular model of the triceps surae consisting of premotoneuronal spike trains (the global input, GI) driving the motoneuron pools of the soleus, medial gastrocnemius, and lateral gastrocnemius muscles, which activate their respective muscle units. Two types of point processes were adopted to represent the statistics of the GI: Poisson and Gamma. Simulations showed a better agreement with experimental results when the GI was modeled by Gamma point processes having lower orders (higher variability) for higher target torques. At the same time, the simulations reproduced well the experimental data of EMG envelope mean and SD as a function of mean plantar flexion torque, for the three muscles. These results suggest that the experimentally found relations between torque-EMG variability as a function of mean plantar flexion torque level depend not only on the intrinsic properties of the motoneuron pools and the muscle units innervated, but also on the increasing variability of the premotoneuronal GI spike trains when their mean rates increase to command a higher plantar flexion torque level. The simulations also provided information on spike train statistics of several hundred motoneurons that compose the triceps surae, providing a wide picture of the associated mechanisms behind torque and EMG variability.

Keywords:  force variability; motoneuron pool model; motor control; neuromuscular model; plantar flexion torque; torque variability

Mesh:

Year:  2013        PMID: 24027105     DOI: 10.1152/jn.00073.2013

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


  10 in total

1.  Effectiveness of electrical noise in reducing postural sway: a comparison between imperceptible stimulation applied to the anterior and to the posterior leg muscles.

Authors:  Fernando Henrique Magalhães; André Fabio Kohn
Journal:  Eur J Appl Physiol       Date:  2014-02-22       Impact factor: 3.078

2.  Sinusoidal vibrotactile stimulation differentially improves force steadiness depending on contraction intensity.

Authors:  Carina Marconi Germer; Luciana Sobral Moreira; Leonardo Abdala Elias
Journal:  Med Biol Eng Comput       Date:  2019-06-14       Impact factor: 2.602

3.  Dissecting mechanisms behind force control in humans by a mixture of experimentation, mathematical analysis and computer simulations of neuronal models.

Authors:  André Fabio Kohn
Journal:  J Physiol       Date:  2014-08-15       Impact factor: 5.182

4.  A latent low-dimensional common input drives a pool of motor neurons: a probabilistic latent state-space model.

Authors:  Daniel F Feeney; François G Meyer; Nicholas Noone; Roger M Enoka
Journal:  J Neurophysiol       Date:  2017-08-02       Impact factor: 2.714

5.  Oscillations in neural drive and age-related reductions in force steadiness with a cognitive challenge.

Authors:  Hugo M Pereira; Bonnie Schlinder-DeLap; Kevin G Keenan; Francesco Negro; Dario Farina; Allison S Hyngstrom; Kristy A Nielson; Sandra K Hunter
Journal:  J Appl Physiol (1985)       Date:  2019-02-28

6.  Fast Oscillatory Commands from the Motor Cortex Can Be Decoded by the Spinal Cord for Force Control.

Authors:  Renato N Watanabe; Andre F Kohn
Journal:  J Neurosci       Date:  2015-10-07       Impact factor: 6.167

7.  Spinal mechanisms may provide a combination of intermittent and continuous control of human posture: predictions from a biologically based neuromusculoskeletal model.

Authors:  Leonardo Abdala Elias; Renato Naville Watanabe; André Fabio Kohn
Journal:  PLoS Comput Biol       Date:  2014-11-13       Impact factor: 4.475

8.  Reassessment of Non-Monosynaptic Excitation from the Motor Cortex to Motoneurons in Single Motor Units of the Human Biceps Brachii.

Authors:  Tsuyoshi Nakajima; Toshiki Tazoe; Masanori Sakamoto; Takashi Endoh; Satoshi Shibuya; Leonardo A Elias; Rinaldo A Mezzarane; Tomoyoshi Komiyama; Yukari Ohki
Journal:  Front Hum Neurosci       Date:  2017-01-30       Impact factor: 3.169

9.  Estimation of the firing behaviour of a complete motoneuron pool by combining electromyography signal decomposition and realistic motoneuron modelling.

Authors:  Arnault H Caillet; Andrew T M Phillips; Dario Farina; Luca Modenese
Journal:  PLoS Comput Biol       Date:  2022-09-29       Impact factor: 4.779

10.  D1 and D2 Inhibitions of the Soleus H-Reflex Are Differentially Modulated during Plantarflexion Force and Position Tasks.

Authors:  Fernando Henrique Magalhães; Leonardo Abdala Elias; Cristiano Rocha da Silva; Felipe Fava de Lima; Diana Rezende de Toledo; André Fabio Kohn
Journal:  PLoS One       Date:  2015-11-24       Impact factor: 3.240

  10 in total

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