Correlation analysis between surface electromyography and continuous-wave near-infrared spectroscopy parameters during isometric exercise to volitional fatigue

In this study, the process of muscular fatigue was examined using surface electromyography (sEMG) and continuous-wave near-infrared spectroscopy (cw-NIRS) simultaneously during an isometric hand grip exercise at 50% and 75% of the maximal voluntary contraction (MVC), sustained until volitional fatigue. The mean frequency of the sEMG decreased during the whole exercise, whereas the root mean square had a tendency to increase. Oxyhemoglobin/deoxyhemoglobin concentration changes computed with cw-NIRS were found to exhibit a fast linear decrease/increase in the first 10--20 s of the exercise, the so-called fast phase, followed by a plateau-like slow phase. The change rates were higher at 75% MVC for both the sEMG and cw-NIRS parameters. Significant correlations were found, especially at 50% MVC, between the sEMG parameters computed for the whole exercise and cw-NIRS parameters computed from the early region of the exercise, i.e. infection duration and amplitude changes to the inflection point. The findings emphasize the potential of cw-NIRS for muscle studies.

Correlation analysis between surface electromyography and continuous-wave near-infrared spectroscopy parameters during isometric exercise to volitional fatigue

In this study, the process of muscular fatigue was examined using surface electromyography (sEMG) and continuous-wave near-infrared spectroscopy (cw-NIRS) simultaneously during an isometric hand grip exercise at 50% and 75% of the maximal voluntary contraction (MVC), sustained until volitional fatigue. The mean frequency of the sEMG decreased during the whole exercise, whereas the root mean square had a tendency to increase. Oxyhemoglobin/deoxyhemoglobin concentration changes computed with cw-NIRS were found to exhibit a fast linear decrease/increase in the first 10--20 s of the exercise, the so-called fast phase, followed by a plateau-like slow phase. The change rates were higher at 75% MVC for both the sEMG and cw-NIRS parameters. Significant correlations were found, especially at 50% MVC, between the sEMG parameters computed for the whole exercise and cw-NIRS parameters computed from the early region of the exercise, i.e. infection duration and amplitude changes to the inflection point. The findings emphasize the potential of cw-NIRS for muscle studies.

___

  • R.H. Edwards, D.K. Hill, D.A. Jones, P.A. Merton, “Fatigue of long duration in human skeletal muscle after exercise”, The Journal of Physiology, Vol. 272, pp. 769–778, 1977.
  • D.K. Kumar, N.D. Pah, A. Bradley, “Wavelet analysis of surface electromyography to determine muscle fatigue”, IEEE Transactions on Neural Systems & Rehabilitation Engineering, Vol. 11, pp. 400–406, 2003.
  • N.K. Vİllestad, “Measurement of human muscle fatigue”, Journal of Neuroscience Methods, Vol. 74, pp. 219–227, 19 G. Kamen, G.E. Caldwell, “Physiology and interpretation of the electromyogram”, Journal of Clinical Neurophysiology, Vol. 13, pp. 366–384, 1996.
  • D. Farina, R. Merletti, R.M. Enoka, “The extraction of neural strategies from the surface EMG”, Journal of Applied Physiology, Vol. 96, pp. 1486–1495, 2004.
  • M. Ferrari, M. Muthalib, V. Quaresima, “The use of near-infrared spectroscopy in understanding skeletal muscle physiology: recent developments”, Philosophical Transactions, Series A, Mathematical, Physical, and Engineering Sciences, Vol. 369, pp. 4577–4590, 2011.
  • D.M. Mancini, L. Bolinger, H. Li, K. Kendrick, B. Chance, J.R. Wilson, “Validation of near-infrared spectroscopy in humans”, Journal of Applied Physiology, Vol. 77, pp. 2740–2747, 1994.
  • E. Alfonsi, R. Pavesi, I. M. Merlo, A. Gelmetti, D. Zambarbieri, P. Lago, A. Arrigo, C. Reggiani, A. Moglia, “Hemoglobin near-infrared spectroscopy and surface EMG study in muscle ischaemia and fatiguing isometric contraction”, The Journal of Sports Medicine and Physical Fitness, Vol. 39, pp. 83–92, 1999.
  • A.A. Hicks, S. McGill, R.L. Hughson, “Tissue oxygenation by near-infrared spectroscopy and muscle blood flow during isometric contractions of the forearm”, Canadian Journal of Applied Physiology, Vol. 24, pp. 216–230, 1999. M. Praagman, H.E.J. Veeger, E.K.J. Chadwick, W.N.J.M. Colier, F.C.T. van der Helm, “Muscle oxygen consumption, determined by NIRS, in relation to external force and EMG”, Journal of Biomechanics, Vol. 36, pp. 905–912, 200
  • G.H. Elcadi, M. Forsman, A.G. Crenshaw, “The relationship between oxygenation and myoelectric activity in the forearm and shoulder muscles of males and females”, European Journal of Applied Physiology, Vol. 111, pp. 647–658, 20 H. Miura, H. Araki, H. Matoba, K. Kitagawa, “Relationship among oxygenation, myoelectric activity, and lactic acid accumulation in vastus lateralis muscle during exercise with constant work rate”, International Journal of Sports Medicine, Vol. 21, pp. 180–184, 2000.
  • W. Moalla, A. Merzouk, F. Costes, Z. Tabka, S. Ahmaidi, “Muscle oxygenation and EMG activity during isometric exercise in children”, Journal of Sports Sciences, Vol. 24, pp. 1195–1201, 2006.
  • E. Yamada, T. Kusaka, N. Arima, K. Isobe, T. Yamamoto, S. Itoh, “Relationship between muscle oxygenation and electromyography activity during sustained isometric contraction”, Clinical Physiology and Functional Imaging, Vol. 28, pp. 216–21, 2008.
  • F. Felici, V. Quaresima, L. Fattorini, P. Sbriccoli, G.C. Filligoi, M. Ferrari, “Biceps brachii myoelectric and oxygenation changes during static and sinusoidal isometric exercises”, Journal of Electromyography and Kinesiology, Vol. 19, pp. e1–11, 2009.
  • J.R. Blackwell, K.W. Kornatz, E.M. Heath, “Effect of grip span on maximal grip force and fatigue of flexor digitorum superficialis”, Applied Ergonomics, Vol. 30, pp. 401–405, 1999.
  • ¨ O. S ¸ayli, B. Bi¸ cer, S. Uzun, O. Pelvan, A. Akın, B. C ¸ otuk, “Muscle fatigue investigation studies using near-infrared spectroscopy and surface electromyography”, Journal of Marmara University Institute of Health Sciences, Vol. 1, pp. 17–25, 2011 (article in Turkish with English abstract).
  • M. Cope, “The application of near infrared spectroscopy to non-invasive monitoring of cerebral oxygenation in the newborn infant”, PhD, University College London, 1991.
  • ¨ O. S ¸ayli, “Accuracy improvements of NIRS and investigation of muscle oxidative metabolism”, PhD, Bo˘ gazi¸ ci University, 2009.
  • S. Yamaji, S. Demura, Y. Nagasawa, M. Nakada, “Relationships between decreasing force and muscle oxygenation kinetics during sustained static gripping”, Journal of Physiological Anthropology and Applied Human Science, Vol. 23, pp. 41–47, 2004.
  • ¨ O. S ¸ayli, S. Uzun, A. Akın, B. C ¸ otuk, “EMGALY.1: Grafik kullanıcı ara y¨ uzl¨ u y¨ uzeyel elektromyografi inceleme yazılımı”, Biomedical Engineering Meeting B˙IYOMUT, 2007 (in Turkish).
  • A.V. Oppenheim, R.W. Schafer, Discrete-Time Signal Processing, Upper Saddle River, NJ, USA, Prentice Hall, 19 T. Sadamoto, F. Bonde-Petersen, Y. Suzuki, “Skeletal muscle tension, flow, pressure, and EMG during sustained isometric contractions in humans”, European Journal of Applied Physiology and Occupational Physiology, Vol. 51, pp. 395–408, 1983.
  • Y. Yoshitake, H. Ue, M. Miyazaki, T. Moritani, “Assessment of lower-back muscle fatigue using electromyography, mechanomyography, and near-infrared spectroscopy”, European Journal of Applied Physiology, Vol. 84, pp. 174–179, 200 J. Taelman, J. Vanderhaegen, M. Robijns, G. Naulaers, A. Spaepen, S. Van Huffel, “Estimation of muscle fatigue using surface electromyography and near-infrared spectroscopy”, Advances in Experimental Medicine and Biology, Vol. 701, pp. 353–359, 2011.
  • H. Kranz, A.M. Williams, J. Cassell, D.J. Caddy, R.B. Silberstein, “Factors determining the frequency content of the electromyogram”, Journal of Applied Physiology, Vol. 55, pp. 392–399, 1983.
  • L.H. Lindstrom, R.I. Magnusson, “Interpretation of myoelectric power spectra: a model and its applications”, Proceedings of the IEEE, Vol. 65, pp. 653–662, 1977.
  • C.J.D. Luca, J.L. Creigh, “Do the firing statistics of motor units modify the frequency component of the EMG signal during sustained contractions?”, International Series on Biomechanics, Vol. 5A, pp. 358–362, 1985.
  • B.R. Bigland-Ritchie, N.J. Dawson, R.S. Johansson, O.C. Lippold, “Reflex origin for the slowing of motoneurone firing rates in fatigue of human voluntary contractions”, The Journal of Physiology, Vol. 379, pp. 451–459, 1986.
  • T. Moritani, M. Muro, A. Nagata, “Intramuscular and surface electromyogram changes during muscle fatigue”, Journal of Applied Physiology, Vol. 60, pp. 1179–1185, 1986.
  • J.A. Kent-Braun, “Noninvasive measures of central and peripheral activation in human muscle fatigue”, Muscle & Nerve Supplement, Vol. 5, pp. S98–101, 1997.
  • T. Hamaoka, T. Osada, N. Murase, T. Sako, H. Higuchi, Y. Kurosawa, M. Miwa, T. Katsumura, B. Chance, “Quantitative evaluation of oxygenation and metabolism in the human skeletal muscle”, Optical Review, Vol. 10, pp. 493–497, 2003.
  • T.J. Butler, S.L. Kilbreath, R.B. Gorman, S.C. Gandevia, “Selective recruitment of single motor units in human flexor digitorum superficialis muscle during flexion of individual fingers”, The Journal of Physiology, Vol. 567, pp. 301–309, 2005.
  • R.H. Westgaard, C.J. De Luca, “Motor unit substitution in long-duration contractions of the human trapezius muscle”, Journal of Neurophysiology, Vol. 82, pp. 501–504, 1999.
  • R.P. Rao, M.J. Danduran, R.S. Loomba, J.E. Dixon, G.M. Hoffman, “Near-infrared spectroscopic monitoring during cardiopulmonary exercise testing detects anaerobic threshold”, Pediatric Cardiology, Vol. 33, pp. 791–796, 2012.
  • L. Wang, T. Yoshikawa, T. Hara, H. Nakao, T. Suzuki, S. Fujimoto, “Which common NIRS variable reflects muscle estimated lactate threshold most closely?”, Applied Physiology Nutrition and Metabolism, Vol. 31, pp. 612–620, 200 R.P. Rao, M.J. Danduran, P.C. Frommelt, N.S. Ghanayem, S. Berger, P.M. Simpson, K. Yan, G.M. Hoffman, “Measurement of regional tissue bed venous weighted oximetric trends during exercise by near infrared spectroscopy”, Pediatric Cardiology, Vol. 30, pp. 465–471, 2009.
  • A.P.E. Rissanen, H.O. Tikkanen, A.S. Koponen, J.M. Aho, H. H¨ agglund, H. Lindholm, J.E. Peltonen, “Alveolar gas exchange and tissue oxygenation during incremental treadmill exercise, and their associations with blood O(2) carrying capacity”, Frontiers in Physiology, Vol. 3, p. 265, 2012.
  • M. Mizuno, K. Tokizawa, T. Iwakawa, I. Muraoka, “Inflection points of cardiovascular responses and oxygenation are correlated in the distal but not the proximal portions of muscle during incremental exercise”, Journal of Applied Physiology, Vol. 97, pp. 867–873, 2004.
  • E. Yamada, T. Kusaka, K. Miyamoto, S. Tanaka, S. Morita, Y. Cao, S. Mori, H. Norimatsu, S. Itoh, “Relationships between changes in oxygenation during exercise and recovery in trained athletes”, Optical Review, Vol. 5, pp. 436–439, 2003.