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Non-invasive assessment of single motor unit mechanomyographic response and twitch force by spike-triggered averaging

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Abstract

A method for non-invasive assessment of single motor unit (MU) properties from electromyographic (EMG), mechanomyographic (MMG) and force signals is proposed. The method is based on the detection and classification of single MU action potentials from interference multichannel surface EMG signals and on the spike-triggered average of the MMG (detected by an accelerometer) and force signals. The first dorsal interosseous (FDI) and abductor digiti minimi (ADM) muscles were investigated at contraction levels of 2% and 5% of the maximum voluntary contraction (MVC) force. A third contraction was performed by selective activation of a single MU with surface MU action potential visual feedback provided to the subject. At 5% MVC, the mean (±standard error) single MU MMG peak-to-peak value was 11.0±1.8 mm s−2 (N=17) and 32.3±6.5 mm s−2 (N=20) for the FDI and AMD muscles, respectively. The peak of the twitch force was, at the same contraction livel, 7.41±1.34 mN and 14.42±2.92 mN, for the FDI and ADM muscles, respectively. The peak-to-peak value of the MMG was significantly different for the same MU at different contraction levels, indicating a non-linear summation of the single MU contributions. For the FDI muscle, the MMG peak-to-peak value of individual MUs was 21.5±7.8 mm s−2, when such MUs were activated with visual feedback provided to the subject, whereas, for the same MUs, it was 11.8±3.8 mm s−2, when the subject maintained a constant force level of 2% MVC. The method proposed allows the non-invasive assessment of single MU membrane and contractile properties during voluntary contractions.

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References

  • Akataki, K., Mita, K., Watakabe, M., andIto, K. (2002): ‘Agerelated change in motor unit activation strategy in force production: a mechanomyographic investigation’,Muscle Nerve,4, pp. 505–512

    Article  Google Scholar 

  • Basmajian, J. V., andDeLuca, C. J. (1985): ‘Muscle alive’, (Williams & Wilkins, 1985)

  • Bigland-Ritchie, B., Johansson, R., Lippold, O. C., Smith, S., andWoods, J. J. (1983): ‘Changes in motoneurone firing rates during sustained maximal voluntary contractions’,J. Physiol.,340, pp. 335–346

    Google Scholar 

  • Chan, K. M., Doherty, T. J., andBrown, W. F. (2001): ‘Contractile properties of human motor units in health, aging, and disease’,Muscle Nerve,9, pp. 1113–1133

    Article  Google Scholar 

  • Farina, D., Fortunato, E., andMerletti, R. (2000): ‘Non-invasive estimation of motor unit conduction velocity distribution using linear electrode arrays’,IEEE Trans. Biomed. Eng.,3, pp. 380–388

    Article  Google Scholar 

  • Farina, D., Gazzoni, M., andCamelia, F. (2004): ‘Low threshold motor unit membrane properties vary with contraction intensity during sustained activation with surface EMG visual feedback’,J. Appl. Physiol.,96, pp. 1505–1515

    Article  Google Scholar 

  • Gazzoni, M., Farina, D., andMerletti, R. (2004): ‘A new method for the extraction and classification of single motor unit action potentials from surface emg signals’,J. Neurosci. Methods,136, pp. 165–177

    Article  Google Scholar 

  • Kamen, G., andRoy, A. (2000): ‘Motor unit synchronization in young and elderly adults’,Eur. J. Appl. Physiol.,5, pp. 403–410

    Article  Google Scholar 

  • Laidlaw, D. H., Bilodeau, M., andEnoka, R. M. (2000): ‘Steadiness is reduced and motor unit discharge is more variable in old adults’,Muscle Nerve,4, pp. 600–612

    Article  Google Scholar 

  • Masuda, T., Miyano, H., andSadoyama, T. (1983): ‘The distribution of myoneural junctions in the biceps brachii investigated by surface electromyography’,Electroencephalogr. Clin. Neurophysiol.,6, pp. 597–603

    Google Scholar 

  • Masuda, T., andSadoyama, T. (1986): ‘The propagation of single motor unit action potentials detected by a surface electrode array’,Electroencephalogr. Clin. Neurophysiol.,6, pp. 590–598

    Google Scholar 

  • Merletti, R., Farina, D., andGranata, A. (1999): ‘Non-invasive assessment of motor unit properties with linear electrode arrays’,Electroencephalogr. Clin. Neurophysiol. Suppl.,50, pp. 293–300

    Google Scholar 

  • Merletti, R., Farina, D., andGazzoni, M. (2003): ‘The linear electrode array: a useful tool with many applications’,J. Electromyogr. Kinesiol.,1, pp. 37–47

    Article  Google Scholar 

  • Orizio, C., Liberati, D., Locatelli, C., De Grandis, D., andVeicsteinas, A. (1996): ‘Surface mechanomyogram reflects muscle fibres twitches summation’,J. Biomech.,4, pp. 475–481

    Article  Google Scholar 

  • Orizio, C., Gobbo, M., Diemont, B., Esposito, F., andVeicsteinas, A. (2003): ‘The surface mechanomyogram as a tool to describe the influence of fatigue on biceps brachii motor unit activation strategy. Historical basis and novel evidence’,Eur. J. Appl. Physiol.,90, pp. 326–336.

    Article  Google Scholar 

  • Petitjean, M., andMaton, B., (1995): ‘Phonomyogram from single motor units during voluntary isometric contraction’,Eur. J. Appl. Physiol. Occupat. Physiol.,71, pp. 215–222

    Article  Google Scholar 

  • Sohn, M. K., Graven-Nielsen, T., Arendt-Nielsen, L., andSvensson, P. (2000): ‘Inhibition of motor unit firing during experimental muscle pain in humans’,Muscle Nerve,8, pp. 1219–1226

    Article  Google Scholar 

  • Yoshitake, Y., andMoritani, T. (1999): ‘The muscle sound properties of different muscle fiber types during voluntary and electrically induced contractions’,J. Electromyogr. Kinesiol.,3, pp. 209–217

    Article  Google Scholar 

  • Yoshitake, Y., Shinohara, M., Ue, H., andMoritani, T. (2002): ‘Characteristics of surface mechanomyogram are dependent on development of fusion of motor units in humans’,J. Appl. Physiol.,5, pp. 1744–1752

    Google Scholar 

  • Zennaro, D., Laubli, T., andKrueger, H. (2003): ‘Motor unit identification in two neighboring recording positions of the human trapezius muscle during prolonged computer work’,Eur. J. Appl. Physiol.,6, pp. 526–535

    Article  Google Scholar 

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Correspondence to D. Farina.

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Cescon, C., Gazzoni, M., Gobbo, M. et al. Non-invasive assessment of single motor unit mechanomyographic response and twitch force by spike-triggered averaging. Med. Biol. Eng. Comput. 42, 496–501 (2004). https://doi.org/10.1007/BF02350990

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