Medical Engineering & Physics
Volume 29, Issue 4 , Pages 472-479 , May 2007

Assessment of muscle fatigue using sonomyography: Muscle thickness change detected from ultrasound images

  • J. Shi

      Affiliations

    • Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Kowloon, Hong Kong
    • School of Communication and Information Engineering, Shanghai University, Shanghai, China
  • ,
  • Y.P. Zheng

      Affiliations

    • Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Kowloon, Hong Kong
    • Corresponding Author InformationCorresponding author. Tel.: +852 27667664; fax: +852 23624365.
  • ,
  • X. Chen

      Affiliations

    • Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Kowloon, Hong Kong
  • ,
  • Q.H. Huang

      Affiliations

    • Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Kowloon, Hong Kong

Received 17 January 2006 ,Revised 28 June 2006 ,Accepted 4 July 2006.

References 

  1. Gandevia SC. Spinal and supraspinal factors in human muscle fatigue. Physiol Rev. 2001;81(4):1725–1789
  2. Takaishi T, Ono T, Yasuda Y. Relationship between muscle fatigue and oxygen-uptake during cycle ergometer exercise with different ramp slope increments. Eur J Appl Physiol Occup Physiol. 1992;65:335–339
  3. Laube W, Martin J, Tank J, Baevski RM, Schubert E. Heart rate variability—an indicator of the muscle fatigue after physical exercise. Perfusion. 1996;9:225–229
  4. Stackhouse SK, Reisman DS, Binder-Macleod SA. Challenging the role of pH in skeletal muscle fatigue. Phys Ther. 2001;12:1897–1903
  5. Cooper RG, Edwards RHT, Gibson H, Stokes MJ. Human-muscle fatigue-frequency-dependence of excitation and force generation. J Physiol. 1988;397:585–599
  6. Oka H. Estimation of muscle fatigue by using EMG and muscle stiffness. In: Engineering in Medicine and Biology Society, 1996. Bridging Disciplines for Biomedicine. Proceedings of the 18th Annual International Conference of the IEEE, vol. 4. 1996;p. 1449–1450
  7. De Luca CJ. Myoelectrical manifestations of localized muscular fatigue in humans. Crit Rev Biomed Eng. 1984;11:251–279
  8. Seghers J, Spaepen A. Muscle fatigue of the elbow flexor muscles during two intermittent exercise protocols with equal mean muscle loading. Clin Biomech. 2004;19:24–30
  9. Jensen BR, Pilegaard M, Sjogaard G. Motor unit recruitment and rate coding in response to fatiguing shoulder abductions and subsequent recovery. Eur J Appl Physiol. 2000;83:190–199
  10. MacIsaac DT, Parker PA, Englehart KB. A novel approach to localized muscle fatigue assessment. In: Engineering in Medicine and Biology Society, 2003. Proceedings of the 25th Annual International Conference of the IEEE, vol. 3. 2003;p. 2487–2490
  11. MacIsaac DT, Parker PA, Scott RN, Englehart K, Cechetto A. Influence of dynamic factors on myoelectric parameters. IEEE Eng Med Biol Mag. 2001;20:84–89
  12. Kimura T, Hamada T, Watanabe T, Maeda A, Oya T, Moritani T. Mechanomyographic responses in human biceps brachii and soleus during sustained isometric contraction. Eur J Appl Physiol. 2004;92:533–539
  13. Yoshitake Y, Ue H, Miyazaki M, Moritani T. Assessment of lower-back muscle fatigue using electromyography, mechanomyography, and near-infrared spectroscopy. Eur J Appl Physiol. 2001;84:174–179
  14. Esposito F, Orizio C, Veicsteinas A. Electromyogram and mechanomyogram changes in fresh and fatigued muscle during sustained contraction in men. Eur J Appl Physiol. 1998;78:494–501
  15. Hodges PW, Pengel LHM, Herbert RD. Measurement of muscle contraction with ultrasound imaging. Muscle Nerve. 2003;27:682–692
  16. Zheng YP, Chan MMF, Shi J, Chen X, Huang QH . Sonomyography: monitoring morphological changes of forearm muscles in actions with the feasibility for the control of powered prosthesis. Med Eng Phys. 2006;28:405–415
  17. Narici MV, Binzoni T, Hiltbrand E, Fasel J, Terrier F, Cerretelli P. In vivo human gastrocnemius architecture with changing joint angle at rest and during graded isometric contraction. J Physiol. 1996;496(1):287–297
  18. Fukunaga T, Ichinose Y, Ito M, Kawakami Y, Fukashiro S. Determination of fascicle length and pennation in a contracting human muscle in vivo. J Appl Physiol. 1997;82:354–358
  19. Ito M, Kawakami Y, Ichinose Y. Nonisometric behavior of fascicles during isometric contractions of a human muscle. J Appl Physiol. 1998;85:1230–1235
  20. Maganaris CN, Baltzopoulos V, Sargeant AJ. Repeated contractions alter the geometry of human skeletal muscle. J Appl Physiol. 2002;93:2089–2094
  21. Reeves ND, Maganaris CN, Narici MV. Ultrasonographic assessment of human skeletal muscle size. Eur J Appl Physiol. 2004;91:116–118
  22. Liber RL. Skeletal muscle structure, function, and plasticity. Lippincott Williams & Wilkins; 2002;
  23. Nordander C, Willner J, Hansson GA, Larsson B, Unge J, Granquist L, et al. Influence of the subcutaneous fat layer, as measured by ultrasound, skinfold calipers and BMI, on the EMG amplitude. Eur J Appl Physiol. 2003;89:514–519
  24. McMeeken JM, Beith ID, Newham DJ. The relationship between EMG and change in thickness of transversus abdominis. Clin Biomech. 2004;19:337–342
  25. Mademli L, Arampatzis A. Behaviour of the human gastrocnemius muscle architecture during submaximal isometric fatigue. Eur J Appl Physiol. 2005;94:611–617
  26. Mademli L, Arampatzis A, Walsh M. Effect of muscle fatigue on the compliance of the gastrocnemius medialis tendon and aponeurosis. J Biomechanics. 2006;39:426–434
  27. Buonocore M, Opasich C, Casale R. Early development of EMG localized muscle fatigue in hand muscles of patients with chronic heart failure. Arch Phys Med Rehabil. 1998;79:41–45
  28. Oberg T. Muscle fatigue calibration of EMG measurements. J Electromyogr Kinesiol. 1996;5:239–243
  29. Kleine BU, Schumann NP, Stegeman DF, Scholle H-C. Surface EMG mapping of the human trapezius muscle: the topography of monopolar and bipolar surface EMG amplitude and spectrum parameters at varied forces and in fatigue. Clin Neurophysiol. 2000;111:686–693
  30. Cao G, Jiang J, Chen J. An improved object tracking algorithm based on image correlation. In: IEEE International Symposium on Industrial Electronics, vol. 1. 2004;p. 598–601
  31. Montera DA, Rogers SK, Ruck DW, Oxley ME. Object tracking through adaptive correlation. Opt Eng. 1994;33(1):294–302
  32. Petrofsky JS, Lind AR. Frequency analysis of the surface electromyogram during sustained isometric conditions. Eur J Appl Physiol. 1980;43:173–182
  33. Petrofsky JS, Glaser RM, Philips CA, Lind AR, Williams C. Evaluation of the amplitude and frequency components of the surface EMG as an index of muscle fatigue. Ergonomics. 1982;25:213–223
  34. Garland SJ, Enoka RM, Serrano LP, Robinson GA. Behaviour of motor units in human biceps brachii during a submaximal fatiguing contraction. J Appl Physiol. 1994;76:2411–2419
  35. Henneman E, Somjen Q, Carpenter DO. Functional significance of cell size in spinal motorneurons. J Neurophysiol. 1965;28:560–580
  36. Huxley AF. Muscle structure and theories of contraction. Prog Biophys Mol Biol. 1957;7:255–318
  37. Swammerdam J. Bilia Naturae. 1737;cited from reference [40]
  38. Narici M. Human skeletal muscle architecture studied in vivo by non-invasive imaging techniques: functional significance and applications. J Electromyogr Kinesiol. 1999;9:97–103
  39. Nygren AT, Greitz D, Kaijser L. Changes in cross-sectional area in human exercising and non-exercising skeletal muscles. Eur J Appl Physiol. 2000;81:210–213
  40. Kardel T. Niels Stensen's geometrical-theory of muscle-contraction (1667)—a reappraisal. J Biomech. 1990;23:953–965
  41. Orizio C, Gobbo M, Diemont B, Esposito F, Veicsteinas A. 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. 2003;90:326–336

PII: S1350-4533(06)00146-9

doi: 10.1016/j.medengphy.2006.07.004

Medical Engineering & Physics
Volume 29, Issue 4 , Pages 472-479 , May 2007