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Wavelet-based intensity analysis of the mechanomyograph and electromyograph during the H-reflex

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Abstract

Purpose

The relationship between mechanomyography (MMG) and electromyography (sEMG) during electrically evoked muscle contraction was examined using the von Tscharner “intensity analysis,” which describes the power of a non-stationary signal as a function of both frequency and time.

Method

Data for 8 college-aged participants (3 males; 5 females) with measurable H-reflexes were analyzed. Recruitment curves for H-reflex (H), M-wave (M) using sEMG, and peak-to-peak MMG (MMGp–p) were elicited through incremental tibial nerve stimulation. The maximum peak-to-peak values for H and M for each sample were summed (HM); and maximum intensity values were measured for MMG, H, and M following the intensity analysis and computation of total intensity (MMGCvT, HCvT, MCvT). HCvT and MCvT were subsequently added together (HMCvT) for comparisons.

Results

Correlations of HM:MMGp–p, HM:MMGCvT, HMCvT:MMGCvT, HMCvT:MMGp–p, were low (r = 0.34, 0.33, 0.09, and 0.12, respectively, p < 0.001); and correlations of HM:HMCvT, MMGCvT:MMGp–p, were moderate-to-high (r = 0.69 and 0.97, respectively, p < 0.001). Correlations for individuals ranged from 0.61 to 0.99 across comparisons. The time at which maximal intensities occurred reflected the transition from a predominant H-reflex to the onset of the M-wave and declining lag times were noted with increasing intensity.

Conclusions

The intensity analysis provides insight into the frequency characteristics of the H-reflex and M-wave not seen in traditional analysis of the H-reflex. The intensity analysis may be a useful tool in studying individual variations and changes in the contraction velocities of skeletal muscle.

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Abbreviations

H:

The muscle response corresponding to the direct afferent activation of the peripheral nerve in response to the electrical stimulation; portion of the sEMG corresponding to the H-reflex

HCvT :

Peak total intensity and corresponding time-to-maximum of H

HM:

Sum of the peak-to-peak amplitudes of H and M

H-reflex:

Hoffmann reflex; electrically induced muscle reflex analogous to the spinal stretch reflex

MMG:

Mechanomyography

M:

The muscle response corresponding to the direct efferent activation of the peripheral nerve in response to the electrical stimulation; portion of the sEMG corresponding to the motor response

MCvT :

Peak total intensity and corresponding time-to-maximum of M

MMGCvT :

Maximal plot of the total intensity plot of the mechanomyograph

MMGp–p :

Peak-to-peak amplitude of the raw mechanomyograph

sEMG:

Surface electromyography

TTMax:

Lag time from the onset of the electrical stimulus to the peak amplitude of the measured wave plot

V max :

Maximal muscle shortening velocity

References

  • Armstrong WJ, Beck TW, Welch JD, Borg F (2011) Technical note: clinical application of the intensity analysis using the R Open Source Software. Clin Kinesiol 65(3):57–67

    Google Scholar 

  • Barry DT, Cole NM (1988) Fluid mechanics of muscle vibrations. Biophys J 53:899–905

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Beck TW, Housh TJ, Cramer JT, Weir JP, Johnson GO, Coburn JW, Malek MH, Mielke M (2005) Mechanomyographic amplitude and frequency responses during dynamic muscle actions: a comprehensive review. BioMedical Engineering Online vol 4, p 67. Available: http://www.biomedical-engineering-online.com/content/4/1/67

  • Beck TW, von Tscharner V, Housh TJ, Cramer JT, Weir JP, Malek MH, Mielke M (2008) Time/frequency events of surface mechanomyographic signals resolved by nonlinearly scaled wavelets. Biomed Signal Process Control 3:255–266

    Article  Google Scholar 

  • Borg F (2003) Filter banks and the “Intensity Analysis” of EMG. http://arxiv.org/abs/1005.0696

  • Cramer JT, Deshpande PJ, Weir JP (2009) Relationships among the M-wave, H-reflex, twitch torque, and the mechanomyographic responses during standard recruitment curves. Med Sci Sport Exerc 41(5):S434

    Article  Google Scholar 

  • Gordon G, Holbourn AHS (1948) The sounds from single motor units in a contracting muscle. J Physiol 107:456–464

    CAS  PubMed Central  PubMed  Google Scholar 

  • Huang C-Y, Wang C-H, Hwang I-S (2006) Characterization of the mechanical and neural components of spastic hypertonia with modified H reflex. J Electromyogr Kinesiol 16:384–391

    Article  PubMed  Google Scholar 

  • Orizio C (1993) Muscle sound: bases for the introduction of a mechanographic signal in muscle studies. Crit Rev Biomed Eng 21:201–243

    CAS  PubMed  Google Scholar 

  • Palmieri RM, Ingersoll CD, Hoffman MA (2004) The Hoffmann reflex: methodologic considerations and applications for use in sports medicine and athletic training research. J Athl Train 39(3):268–277

    PubMed Central  PubMed  Google Scholar 

  • Powers SK, Howley ET (2012) Exercise physiology: theory and application to fitness and performance, 8th edn. McGraw-Hill, New York

    Google Scholar 

  • von Tscharner V (2000) Intensity analysis in time-frequency space of surface myoelectric signals by wavelets of specified resolution. J Electromyogr Kinesiol 10:433–445

    Article  Google Scholar 

  • Zehr PE (2002) Considerations for use of the Hoffmann reflex in exercise studies. Eur J Appl Physiol 86(6):455–468

    Article  PubMed  Google Scholar 

Download references

Acknowledgements

The author would like to thank the student researchers who contributed to this project: Ryan Hill, Nicole Stegenga, Dan Forro, JD Welch, and JR Jones.

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Correspondence to W. Jeffrey Armstrong.

Additional information

Communicated by Toshio Moritani.

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Armstrong, W.J. Wavelet-based intensity analysis of the mechanomyograph and electromyograph during the H-reflex. Eur J Appl Physiol 114, 2571–2578 (2014). https://doi.org/10.1007/s00421-014-2975-x

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  • DOI: https://doi.org/10.1007/s00421-014-2975-x

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