Literature DB >> 23904490

Rectification of EMG in low force contractions improves detection of motor unit coherence in the beta-frequency band.

Nicholas J Ward1, Simon F Farmer, Luc Berthouze, David M Halliday.   

Abstract

Rectification of surface EMG before spectral analysis is a well-established preprocessing method used in the detection of motor unit firing patterns. A number of recent studies have called into question the need for rectification before spectral analysis, pointing out that there is no supporting experimental evidence to justify rectification. We present an analysis of 190 records from 13 subjects consisting of simultaneous recordings of paired single motor units and surface EMG from the extensor digitorum longus muscle during middle finger extension against gravity (unloaded condition) and against gravity plus inertial loading (loaded condition). We directly examine the hypothesis that rectified surface EMG is a better predictor of the frequency components of motor unit synchronization than the unrectified (or raw) EMG in the beta-frequency band (15-32 Hz). We use multivariate analysis and estimate the partial coherence between the paired single units using both rectified and unrectified surface EMG as a predictor. We use a residual partial correlation measure to quantify the difference between raw and rectified EMG as predictor and analyze unloaded and loaded conditions separately. The residual correlation for the unloaded condition is 22% with raw EMG and 3.5% with rectified EMG and for the loaded condition it is 5.2% with raw EMG and 1.4% with rectified EMG. We interpret these results as strong supporting experimental evidence in favor of using the preprocessing step of surface EMG rectification before spectral analysis.

Keywords:  EMG rectification; motor unit; partial coherence; surface EMG

Mesh:

Year:  2013        PMID: 23904490      PMCID: PMC3798945          DOI: 10.1152/jn.00296.2013

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


  23 in total

1.  Rectification and non-linear pre-processing of EMG signals for cortico-muscular analysis.

Authors:  L J Myers; M Lowery; M O'Malley; C L Vaughan; C Heneghan; A St Clair Gibson; Y X R Harley; R Sreenivasan
Journal:  J Neurosci Methods       Date:  2003-04-15       Impact factor: 2.390

Review 2.  Synchronous cortical oscillatory activity during motor action.

Authors:  Stephan Salenius; Riitta Hari
Journal:  Curr Opin Neurobiol       Date:  2003-12       Impact factor: 6.627

Review 3.  Interpretation of EMG spectral alterations and alteration indexes at sustained contraction.

Authors:  G M Hägg
Journal:  J Appl Physiol (1985)       Date:  1992-10

Review 4.  The extraction of neural strategies from the surface EMG.

Authors:  Dario Farina; Roberto Merletti; Roger M Enoka
Journal:  J Appl Physiol (1985)       Date:  2004-04

Review 5.  The Fourier approach to the identification of functional coupling between neuronal spike trains.

Authors:  J R Rosenberg; A M Amjad; P Breeze; D R Brillinger; D M Halliday
Journal:  Prog Biophys Mol Biol       Date:  1989       Impact factor: 3.667

6.  Detection of motor unit action potentials with surface electrodes: influence of electrode size and spacing.

Authors:  A J Fuglevand; D A Winter; A E Patla; D Stashuk
Journal:  Biol Cybern       Date:  1992       Impact factor: 2.086

7.  Motor-unit activity responsible for 8- to 12-Hz component of human physiological finger tremor.

Authors:  R J Elble; J E Randall
Journal:  J Neurophysiol       Date:  1976-03       Impact factor: 2.714

8.  Identification of common synaptic inputs to motor neurons from the rectified electromyogram.

Authors:  Dario Farina; Francesco Negro; Ning Jiang
Journal:  J Physiol       Date:  2013-03-18       Impact factor: 5.182

9.  Synchronization of motor unit activity during voluntary contraction in man.

Authors:  A K Datta; J A Stephens
Journal:  J Physiol       Date:  1990-03       Impact factor: 5.182

10.  The frequency content of common synaptic inputs to motoneurones studied during voluntary isometric contraction in man.

Authors:  S F Farmer; F D Bremner; D M Halliday; J R Rosenberg; J A Stephens
Journal:  J Physiol       Date:  1993-10       Impact factor: 5.182

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  28 in total

1.  Inconsistent effects of EMG rectification on coherence analysis.

Authors:  Verity M McClelland; Zoran Cvetkovic; Kerry R Mills
Journal:  J Physiol       Date:  2014-01-01       Impact factor: 5.182

2.  Reconstruction of net force fluctuations from surface EMGs of multiple muscles in steady isometric plantarflexion.

Authors:  Ryosei Suzuki; Hiroaki Kanehisa; Sohei Washino; Hironori Watanabe; Minoru Shinohara; Yasuhide Yoshitake
Journal:  Exp Brain Res       Date:  2021-01-02       Impact factor: 1.972

3.  Intermuscular coherence reflects functional coordination.

Authors:  Christopher M Laine; Francisco J Valero-Cuevas
Journal:  J Neurophysiol       Date:  2017-06-28       Impact factor: 2.714

Review 4.  The extraction of neural strategies from the surface EMG: an update.

Authors:  Dario Farina; Roberto Merletti; Roger M Enoka
Journal:  J Appl Physiol (1985)       Date:  2014-10-02

5.  Gait training facilitates central drive to ankle dorsiflexors in children with cerebral palsy.

Authors:  Maria Willerslev-Olsen; Tue Hvass Petersen; Simon Francis Farmer; Jens Bo Nielsen
Journal:  Brain       Date:  2015-01-25       Impact factor: 13.501

6.  A critical period of corticomuscular and EMG-EMG coherence detection in healthy infants aged 9-25 weeks.

Authors:  Anina Ritterband-Rosenbaum; Anna Herskind; Xi Li; Maria Willerslev-Olsen; Mikkel Damgaard Olsen; Simon Francis Farmer; Jens Bo Nielsen
Journal:  J Physiol       Date:  2017-02-15       Impact factor: 5.182

7.  The influence of visual information on multi-muscle control during quiet stance: a spectral analysis approach.

Authors:  Alessander Danna-Dos-Santos; Adriana M Degani; Tjeerd W Boonstra; Luis Mochizuki; Allison M Harney; Megan M Schmeckpeper; Lori C Tabor; Charles T Leonard
Journal:  Exp Brain Res       Date:  2014-11-19       Impact factor: 1.972

8.  Context-Dependent Modulation of Corticomuscular Coherence in a Series of Motor Initiation and Maintenance of Voluntary Contractions.

Authors:  Rina Suzuki; Junichi Ushiyama
Journal:  Cereb Cortex Commun       Date:  2020-10-07

9.  Dynamic Modulation of Beta Band Cortico-Muscular Coupling Induced by Audio-Visual Rhythms.

Authors:  Manuel Varlet; Sylvie Nozaradan; Laurel Trainor; Peter E Keller
Journal:  Cereb Cortex Commun       Date:  2020-08-05

10.  Motor Neuron Pools of Synergistic Thigh Muscles Share Most of Their Synaptic Input.

Authors:  Christopher M Laine; Eduardo Martinez-Valdes; Deborah Falla; Frank Mayer; Dario Farina
Journal:  J Neurosci       Date:  2015-09-02       Impact factor: 6.167

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