Literature DB >> 26174910

Accurate and representative decoding of the neural drive to muscles in humans with multi-channel intramuscular thin-film electrodes.

Silvia Muceli1, Wigand Poppendieck2, Francesco Negro1, Ken Yoshida3, Klaus P Hoffmann2, Jane E Butler4, Simon C Gandevia4, Dario Farina1.   

Abstract

Intramuscular electrodes developed over the past 80 years can record the concurrent activity of only a few motor units active during a muscle contraction. We designed, produced and tested a novel multi-channel intramuscular wire electrode that allows in vivo concurrent recordings of a substantially greater number of motor units than with conventional methods. The electrode has been extensively tested in deep and superficial human muscles. The performed tests indicate the applicability of the proposed technology in a variety of conditions. The electrode represents an important novel technology that opens new avenues in the study of the neural control of muscles in humans. We describe the design, fabrication and testing of a novel multi-channel thin-film electrode for detection of the output of motoneurones in vivo and in humans, through muscle signals. The structure includes a linear array of 16 detection sites that can sample intramuscular electromyographic activity from the entire muscle cross-section. The structure was tested in two superficial muscles (the abductor digiti minimi (ADM) and the tibialis anterior (TA)) and a deep muscle (the genioglossus (GG)) during contractions at various forces. Moreover, surface electromyogram (EMG) signals were concurrently detected from the TA muscle with a grid of 64 electrodes. Surface and intramuscular signals were decomposed into the constituent motor unit (MU) action potential trains. With the intramuscular electrode, up to 31 MUs were identified from the ADM muscle during an isometric contraction at 15% of the maximal force (MVC) and 50 MUs were identified for a 30% MVC contraction of TA. The new electrode detects different sources from a surface EMG system, as only one MU spike train was found to be common in the decomposition of the intramuscular and surface signals acquired from the TA. The system also allowed access to the GG muscle, which cannot be analysed with surface EMG, with successful identification of MU activity. With respect to classic detection systems, the presented thin-film structure enables recording from large populations of active MUs of deep and superficial muscles and thus can provide a faithful representation of the neural drive sent to a muscle.
© 2015 The Authors. The Journal of Physiology © 2015 The Physiological Society.

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Year:  2015        PMID: 26174910      PMCID: PMC4575568          DOI: 10.1113/JP270902

Source DB:  PubMed          Journal:  J Physiol        ISSN: 0022-3751            Impact factor:   5.182


  36 in total

Review 1.  Decoding the neural drive to muscles from the surface electromyogram.

Authors:  Dario Farina; Ales Holobar; Roberto Merletti; Roger M Enoka
Journal:  Clin Neurophysiol       Date:  2010-05-04       Impact factor: 3.708

2.  Double nerve intraneural interface implant on a human amputee for robotic hand control.

Authors:  Paolo M Rossini; Silvestro Micera; Antonella Benvenuto; Jacopo Carpaneto; Giuseppe Cavallo; Luca Citi; Christian Cipriani; Luca Denaro; Vincenzo Denaro; Giovanni Di Pino; Florinda Ferreri; Eugenio Guglielmelli; Klaus-Peter Hoffmann; Stanisa Raspopovic; Jacopo Rigosa; Luca Rossini; Mario Tombini; Paolo Dario
Journal:  Clin Neurophysiol       Date:  2010-01-27       Impact factor: 3.708

3.  Discharge patterns of human genioglossus motor units during arousal from sleep.

Authors:  Vanessa Wilkinson; Atul Malhotra; Christian L Nicholas; Christopher Worsnop; Amy S Jordan; Jane E Butler; Julian P Saboisky; Simon C Gandevia; David P White; John Trinder
Journal:  Sleep       Date:  2010-03       Impact factor: 5.849

4.  Estimating motor unit discharge patterns from high-density surface electromyogram.

Authors:  Ales Holobar; Dario Farina; Marco Gazzoni; Roberto Merletti; Damjan Zazula
Journal:  Clin Neurophysiol       Date:  2009-02-08       Impact factor: 3.708

5.  Double discharges in human motor units.

Authors:  J S DENSLOW
Journal:  J Neurophysiol       Date:  1948-05       Impact factor: 2.714

6.  Absence of lateral gastrocnemius activity and differential motor unit behavior in soleus and medial gastrocnemius during standing balance.

Authors:  Martin E Héroux; Christopher J Dakin; Billy L Luu; John Timothy Inglis; Jean-Sébastien Blouin
Journal:  J Appl Physiol (1985)       Date:  2013-12-05

7.  Development of Multi-Channel Intramuscular EMG Recording Electrodes.

Authors:  Wigand Poppendieck; Silvia Muceli; Christine Welsch; Christine Welsch; Marc-Oliver Krob; Adam Sossalla; Ken Yoshida; Dario Farina; Klaus-Peter Hoffmann
Journal:  Biomed Tech (Berl)       Date:  2013-09-07       Impact factor: 1.411

8.  Tonic and phasic respiratory drives to human genioglossus motoneurons during breathing.

Authors:  Julian P Saboisky; Jane E Butler; Robert B Fogel; Janet L Taylor; John A Trinder; David P White; Simon C Gandevia
Journal:  J Neurophysiol       Date:  2005-11-23       Impact factor: 2.714

Review 9.  Accessing the neural drive to muscle and translation to neurorehabilitation technologies.

Authors:  Dario Farina; Francesco Negro
Journal:  IEEE Rev Biomed Eng       Date:  2012

10.  Accuracy assessment of CKC high-density surface EMG decomposition in biceps femoris muscle.

Authors:  H R Marateb; K C McGill; A Holobar; Z C Lateva; M Mansourian; R Merletti
Journal:  J Neural Eng       Date:  2011-10-06       Impact factor: 5.379

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  22 in total

1.  The increase in muscle force after 4 weeks of strength training is mediated by adaptations in motor unit recruitment and rate coding.

Authors:  Alessandro Del Vecchio; Andrea Casolo; Francesco Negro; Matteo Scorcelletti; Ilenia Bazzucchi; Roger Enoka; Francesco Felici; Dario Farina
Journal:  J Physiol       Date:  2019-02-06       Impact factor: 5.182

Review 2.  The potential for understanding the synaptic organization of human motor commands via the firing patterns of motoneurons.

Authors:  Michael D Johnson; Christopher K Thompson; Vicki M Tysseling; Randall K Powers; Charles J Heckman
Journal:  J Neurophysiol       Date:  2017-03-29       Impact factor: 2.714

3.  Differences in estimated persistent inward currents between ankle flexors and extensors in humans.

Authors:  Edward H Kim; Jessica M Wilson; Christopher K Thompson; Charles J Heckman
Journal:  J Neurophysiol       Date:  2020-07-15       Impact factor: 2.714

4.  Feasibility of a Wireless Implantable Multi-electrode System for High-bandwidth Prosthetic Interfacing: Animal and Cadaver Study.

Authors:  Clemens Gstoettner; Christopher Festin; Cosima Prahm; Konstantin D Bergmeister; Stefan Salminger; Agnes Sturma; Christian Hofer; Michael F Russold; Charla L Howard; Daniel McDonnall; Dario Farina; Oskar C Aszmann
Journal:  Clin Orthop Relat Res       Date:  2022-02-23       Impact factor: 4.755

5.  Robust and accurate decoding of motoneuron behaviour and prediction of the resulting force output.

Authors:  Christopher K Thompson; Francesco Negro; Michael D Johnson; Matthew R Holmes; Laura Miller McPherson; Randall K Powers; Dario Farina; Charles J Heckman
Journal:  J Physiol       Date:  2018-06-09       Impact factor: 5.182

Review 6.  Neural Contributions to Muscle Fatigue: From the Brain to the Muscle and Back Again.

Authors:  Janet L Taylor; Markus Amann; Jacques Duchateau; Romain Meeusen; Charles L Rice
Journal:  Med Sci Sports Exerc       Date:  2016-11       Impact factor: 5.411

7.  Synergistic Organization of Neural Inputs from Spinal Motor Neurons to Extrinsic and Intrinsic Hand Muscles.

Authors:  Simone Tanzarella; Silvia Muceli; Marco Santello; Dario Farina
Journal:  J Neurosci       Date:  2021-07-01       Impact factor: 6.167

8.  Motor unit number estimates and neuromuscular transmission in the tibialis anterior of master athletes: evidence that athletic older people are not spared from age-related motor unit remodeling.

Authors:  Mathew Piasecki; Alex Ireland; Jessica Coulson; Dan W Stashuk; Andrew Hamilton-Wright; Agnieszka Swiecicka; Martin K Rutter; Jamie S McPhee; David A Jones
Journal:  Physiol Rep       Date:  2016-10

9.  Broadband Prosthetic Interfaces: Combining Nerve Transfers and Implantable Multichannel EMG Technology to Decode Spinal Motor Neuron Activity.

Authors:  Konstantin D Bergmeister; Ivan Vujaklija; Silvia Muceli; Agnes Sturma; Laura A Hruby; Cosima Prahm; Otto Riedl; Stefan Salminger; Krisztina Manzano-Szalai; Martin Aman; Michael-Friedrich Russold; Christian Hofer; Jose Principe; Dario Farina; Oskar C Aszmann
Journal:  Front Neurosci       Date:  2017-07-19       Impact factor: 4.677

10.  A motor unit-based model of muscle fatigue.

Authors:  Jim R Potvin; Andrew J Fuglevand
Journal:  PLoS Comput Biol       Date:  2017-06-02       Impact factor: 4.475

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