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Erschienen in: European Journal of Applied Physiology 9/2016

20.06.2016 | Original Article

Inter-individual variability in the patterns of responses for electromyography and mechanomyography during cycle ergometry using an RPE-clamp model

verfasst von: Kristen C. Cochrane-Snyman, Terry J. Housh, Cory M. Smith, Ethan C. Hill, Nathaniel D. M. Jenkins, Richard J. Schmidt, Glen O. Johnson

Erschienen in: European Journal of Applied Physiology | Ausgabe 9/2016

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Abstract

Purpose

To examine inter-individual variability versus composite models for the patterns of responses for electromyography (EMG) and mechanomyography (MMG) versus time relationships during moderate and heavy cycle ergometry using a rating of perceived exertion (RPE) clamp model.

Methods

EMG amplitude (amplitude root-mean-square, RMS), EMG mean power frequency (MPF), MMG-RMS, and MMG-MPF were collected during two, 60-min rides at a moderate (RPE at the gas exchange threshold; RPEGET) and heavy (RPE at 15 % above the GET; RPEGET+15 %) intensity when RPE was held constant (clamped). Composite (mean) and individual responses for EMG and MMG parameters were compared during each 60-min ride.

Results

There was great inter-individual variability for each EMG and MMG parameters at RPEGET and RPEGET+15 %. Composite models showed decreases in EMG-RMS (r 2 = −0.92 and R 2 = 0.96), increases in EMG-MPF (R 2 = 0.90), increases in MMG-RMS (r 2 = 0.81 and 0.55), and either no change or a decrease (r 2 = 0.34) in MMG-MPF at RPEGET and RPEGET+15 %, respectively.

Conclusions

The results of the present study indicated that there were differences between composite and individual patterns of responses for EMG and MMG parameters during moderate and heavy cycle ergometry at a constant RPE. Thus, composite models did not represent the unique muscle activation strategies exhibited by individual responses when cycling in the moderate and heavy intensity domains when using an RPE-clamp model.
Literatur
Zurück zum Zitat Abe T, Kumagai K, Brechue WF (2000) Fascicle length of leg muscles is greater in sprinters than distance runners. Med Sci Sports Exerc 32(6):1125–1129CrossRefPubMed Abe T, Kumagai K, Brechue WF (2000) Fascicle length of leg muscles is greater in sprinters than distance runners. Med Sci Sports Exerc 32(6):1125–1129CrossRefPubMed
Zurück zum Zitat Beaver WL, Wasserman K, Whipp BJ (1986) A new method for detecting anaerobic threshold by gas exchange. J Appl Physiol 60(6):2020–2027PubMed Beaver WL, Wasserman K, Whipp BJ (1986) A new method for detecting anaerobic threshold by gas exchange. J Appl Physiol 60(6):2020–2027PubMed
Zurück zum Zitat Beck TW, Housh TJ, Cramer JT, Weir JP, Coburn JW, Malek MH, Mielke M (2005) Mechanomyographic amplitude and frequency responses during dynamic muscle actions: a comprehensive review. Biomed Eng Online 4(1):67CrossRefPubMedPubMedCentral Beck TW, Housh TJ, Cramer JT, Weir JP, Coburn JW, Malek MH, Mielke M (2005) Mechanomyographic amplitude and frequency responses during dynamic muscle actions: a comprehensive review. Biomed Eng Online 4(1):67CrossRefPubMedPubMedCentral
Zurück zum Zitat Beck TW, Housh TJ, Johnson GO, Cramer JT, Weir JP, Coburn JW, Malek MH (2007) Does the frequency content of the surface mechanomyographic signal reflect motor unit firing rates? A brief review. J Electromyogr Kinesiol 7(1):1–13CrossRef Beck TW, Housh TJ, Johnson GO, Cramer JT, Weir JP, Coburn JW, Malek MH (2007) Does the frequency content of the surface mechanomyographic signal reflect motor unit firing rates? A brief review. J Electromyogr Kinesiol 7(1):1–13CrossRef
Zurück zum Zitat Bergstrom HC, Housh TJ, Zuniga JM, Camic CL, Traylor DA, Schmidt RJ, Johnson GO (2012) Estimated times to exhaustion, and power outputs at the gas exchange, physical working capacity at the rating of perceived exertion threshold, and respiratory compensation point. Appl Physiol Nutr Metab 37:1–8CrossRef Bergstrom HC, Housh TJ, Zuniga JM, Camic CL, Traylor DA, Schmidt RJ, Johnson GO (2012) Estimated times to exhaustion, and power outputs at the gas exchange, physical working capacity at the rating of perceived exertion threshold, and respiratory compensation point. Appl Physiol Nutr Metab 37:1–8CrossRef
Zurück zum Zitat Bergstrom HC, Housh TJ, Zuniga JM, Traylor DA, Lewis RW, Camic CL, Schmidt RJ, Johnson GO (2013) Metabolic and neuromuscular responses at critical power from the 3-min-all-out test. Appl Physiol Nutr Metab 38:7–13CrossRefPubMed Bergstrom HC, Housh TJ, Zuniga JM, Traylor DA, Lewis RW, Camic CL, Schmidt RJ, Johnson GO (2013) Metabolic and neuromuscular responses at critical power from the 3-min-all-out test. Appl Physiol Nutr Metab 38:7–13CrossRefPubMed
Zurück zum Zitat Borg GA (1982) Psychophysical bases of perceived exertion. Med Sci Sports Exerc 14(5):377–381CrossRefPubMed Borg GA (1982) Psychophysical bases of perceived exertion. Med Sci Sports Exerc 14(5):377–381CrossRefPubMed
Zurück zum Zitat Borg GA (1998) Borg’s perceived exertion and pain scales. Human Kinetics, Champaign Borg GA (1998) Borg’s perceived exertion and pain scales. Human Kinetics, Champaign
Zurück zum Zitat Brooks GA, Fahey TD, Baldwin KM (2000) Exercise physiology: human bioenergetics and its applications. McGraw-Hill, New York, pp 255–256 Brooks GA, Fahey TD, Baldwin KM (2000) Exercise physiology: human bioenergetics and its applications. McGraw-Hill, New York, pp 255–256
Zurück zum Zitat Bull AJ, Housh TJ, Johnson GO, Perry SR (2000) Electromyographic and mechanomyographic responses at critical power. Can J Appl Physiol 24(4):262–270CrossRef Bull AJ, Housh TJ, Johnson GO, Perry SR (2000) Electromyographic and mechanomyographic responses at critical power. Can J Appl Physiol 24(4):262–270CrossRef
Zurück zum Zitat Cochrane KC, Housh TJ, Bergstrom HC, Jenkins NDM, Johnson GO, Schmidt RJ, Cramer JT (2014) Perceptual and physiological fatigue thresholds during cycle ergometry. JEP Online 10(17.5):95–107 Cochrane KC, Housh TJ, Bergstrom HC, Jenkins NDM, Johnson GO, Schmidt RJ, Cramer JT (2014) Perceptual and physiological fatigue thresholds during cycle ergometry. JEP Online 10(17.5):95–107
Zurück zum Zitat Cochrane KC, Housh TJ, Jenkins NDM, Bergstrom HC, Smith CM, Hill EC, Johnson GO, Schmidt RJ, Cramer JT (2015) Electromyographic, mechanomyographic, and metabolic responses during cycle ergometry at a constant rating of perceived exertion. Appl Physiol Nutr Metab 40:1–8CrossRef Cochrane KC, Housh TJ, Jenkins NDM, Bergstrom HC, Smith CM, Hill EC, Johnson GO, Schmidt RJ, Cramer JT (2015) Electromyographic, mechanomyographic, and metabolic responses during cycle ergometry at a constant rating of perceived exertion. Appl Physiol Nutr Metab 40:1–8CrossRef
Zurück zum Zitat Davis JA (1985) Anaerobic threshold: review of the concept and directions for future research. Med Sci Sport Exerc 17(1):6–18 Davis JA (1985) Anaerobic threshold: review of the concept and directions for future research. Med Sci Sport Exerc 17(1):6–18
Zurück zum Zitat Davis JA, Frank MH, Whipp BJ, Wasserman K (1979) Anaerobic threshold alterations caused by endurance training in middle-aged men. J Appl Physiol 46(6):1039–1046PubMed Davis JA, Frank MH, Whipp BJ, Wasserman K (1979) Anaerobic threshold alterations caused by endurance training in middle-aged men. J Appl Physiol 46(6):1039–1046PubMed
Zurück zum Zitat Day JR, Rossiter HB, Coats EM, Skasick A, Whipp BJ (1993) The maximally attainable \(\dot{V}\)O2 during exercise in humans: the peak vs. maximum issue. J Appl Physiol 95(5):1901–1907 Day JR, Rossiter HB, Coats EM, Skasick A, Whipp BJ (1993) The maximally attainable \(\dot{V}\)O2 during exercise in humans: the peak vs. maximum issue. J Appl Physiol 95(5):1901–1907
Zurück zum Zitat DeLuca CJ, LeFever RS, McCue MP, Xenakis AP (1982) Behaviour of human motor units in different muscles during linearly varying contractions. J Physiol 329:113–128CrossRef DeLuca CJ, LeFever RS, McCue MP, Xenakis AP (1982) Behaviour of human motor units in different muscles during linearly varying contractions. J Physiol 329:113–128CrossRef
Zurück zum Zitat Farina D, Merletti R, Enoka RM (2004) The extraction of neural strategies from the surface EMG. J Appl Physiol 96(4):1486–1495CrossRefPubMed Farina D, Merletti R, Enoka RM (2004) The extraction of neural strategies from the surface EMG. J Appl Physiol 96(4):1486–1495CrossRefPubMed
Zurück zum Zitat Gaesser GA, Poole DC (1996) The slow component of oxygen uptake kinetics in humans. Exerc Sport Sci Rev 241:35–71 Gaesser GA, Poole DC (1996) The slow component of oxygen uptake kinetics in humans. Exerc Sport Sci Rev 241:35–71
Zurück zum Zitat Gordon G, Holbourn AHS (1948) The sounds from single motor units in contracting muscle. J Physiol (Lond) 107:456–464CrossRef Gordon G, Holbourn AHS (1948) The sounds from single motor units in contracting muscle. J Physiol (Lond) 107:456–464CrossRef
Zurück zum Zitat Hermans HJ, Freriks B, Merletti R, Stegeman D, Blok J et al (1999) European recommendations for surface electromyography. Roessingh Res Dev 8(2):13–54 Hermans HJ, Freriks B, Merletti R, Stegeman D, Blok J et al (1999) European recommendations for surface electromyography. Roessingh Res Dev 8(2):13–54
Zurück zum Zitat Hopker JG, Jobson SA, Pandit JJ (2011) Controversies in the physiological basis of the ‘anaerobic threshold’ and their implications for clinical cardiopulmonary exercise testing. Anesthesia 66(2):111–123CrossRef Hopker JG, Jobson SA, Pandit JJ (2011) Controversies in the physiological basis of the ‘anaerobic threshold’ and their implications for clinical cardiopulmonary exercise testing. Anesthesia 66(2):111–123CrossRef
Zurück zum Zitat Housh TJ, Perry SR, Bull AJ, Johnson GO, Ebersole KT, Housh DJ, deVries HA (2000) Mechanomyographic and electromyographic responses during submaximal cycle ergometry. Eur J Appl Physiol 83:381–387CrossRefPubMed Housh TJ, Perry SR, Bull AJ, Johnson GO, Ebersole KT, Housh DJ, deVries HA (2000) Mechanomyographic and electromyographic responses during submaximal cycle ergometry. Eur J Appl Physiol 83:381–387CrossRefPubMed
Zurück zum Zitat Kwanty ED, Thomas DH, Kwanty HG (1970) An application of signal processing techniques to the study of myoelectric signals. IEEE Trans Biomed Eng 17:303–313 Kwanty ED, Thomas DH, Kwanty HG (1970) An application of signal processing techniques to the study of myoelectric signals. IEEE Trans Biomed Eng 17:303–313
Zurück zum Zitat MacLaren DP, Gibson H, Parry-Billings M, Edwards RH (1989) A review of metabolic and physiological factors in fatigue. Exerc Sport Sci Rev 17:29–66PubMed MacLaren DP, Gibson H, Parry-Billings M, Edwards RH (1989) A review of metabolic and physiological factors in fatigue. Exerc Sport Sci Rev 17:29–66PubMed
Zurück zum Zitat Malek MH, Housh TJ, Coburn JW, Weir JP, Schmidt RJ, Beck TW (2006) The effects of interelectrode distance on electromyographic amplitude and mean power frequency during incremental cycle ergometry. J Neurosci Methods 151(2):139–147CrossRefPubMed Malek MH, Housh TJ, Coburn JW, Weir JP, Schmidt RJ, Beck TW (2006) The effects of interelectrode distance on electromyographic amplitude and mean power frequency during incremental cycle ergometry. J Neurosci Methods 151(2):139–147CrossRefPubMed
Zurück zum Zitat Marsden CD, Meadows JC, Merton PA (1983) “Muscular wisdom” that minimizes fatigue during prolonged effort in man: peak rates of motoneuron discharge and slowing of discharge during fatigue. In: Desmedt JE (ed) Motor control mechanisms in health and disease. Raven, New York, pp 169–211 Marsden CD, Meadows JC, Merton PA (1983) “Muscular wisdom” that minimizes fatigue during prolonged effort in man: peak rates of motoneuron discharge and slowing of discharge during fatigue. In: Desmedt JE (ed) Motor control mechanisms in health and disease. Raven, New York, pp 169–211
Zurück zum Zitat Orizio C (1993) Muscle sound: bases for the introduction of a mechanomyographic signal in muscle studies. Crit Rev Biomed Eng 21:201–243PubMed Orizio C (1993) Muscle sound: bases for the introduction of a mechanomyographic signal in muscle studies. Crit Rev Biomed Eng 21:201–243PubMed
Zurück zum Zitat Perry SR, Housh TJ, Johnson GO, Ebersole KT, Bull AJ (2001a) Mechanomyographic responses to continuous, constant power output cycle ergometry. Electromyogr Clin Neurophysiol 41:137–144PubMed Perry SR, Housh TJ, Johnson GO, Ebersole KT, Bull AJ (2001a) Mechanomyographic responses to continuous, constant power output cycle ergometry. Electromyogr Clin Neurophysiol 41:137–144PubMed
Zurück zum Zitat Perry SR, Housh TJ, Weir JP, Johnson GO, Bull AJ, Ebersole KT (2001b) Mean power frequency and amplitude of the mechanomyographic and electromyographic signals during incremental cycle ergometry. J Electromyogr Kinesiol 11(4):299–305CrossRefPubMed Perry SR, Housh TJ, Weir JP, Johnson GO, Bull AJ, Ebersole KT (2001b) Mean power frequency and amplitude of the mechanomyographic and electromyographic signals during incremental cycle ergometry. J Electromyogr Kinesiol 11(4):299–305CrossRefPubMed
Zurück zum Zitat Pescatello LS, Gordon NF, Thompson WR (2014) ACSM’s guidelines for exercise testing and prescription. Lippincott Williams & Wilkins, Philadelphia Pescatello LS, Gordon NF, Thompson WR (2014) ACSM’s guidelines for exercise testing and prescription. Lippincott Williams & Wilkins, Philadelphia
Zurück zum Zitat Petrofsky JS (1979) Frequency and amplitude analysis of the EMG during exercise on the bicycle ergometer. Eur J Appl Physiol 41:1–15CrossRef Petrofsky JS (1979) Frequency and amplitude analysis of the EMG during exercise on the bicycle ergometer. Eur J Appl Physiol 41:1–15CrossRef
Zurück zum Zitat Robergs RS, Dywer D, Astorino T (2010) Recommendations for improved data processing from expired gas analysis indirect calorimetry. Sport Med 49:95–111CrossRef Robergs RS, Dywer D, Astorino T (2010) Recommendations for improved data processing from expired gas analysis indirect calorimetry. Sport Med 49:95–111CrossRef
Zurück zum Zitat Saunders MJ, Evans EM, Arngrimsson SA, Allison JD, Warren GL, Cureton KL (2000) Muscle activation and the slow component rise in oxygen update during cycling. Med Sci Sports Exerc 32(12):2040–2045CrossRefPubMed Saunders MJ, Evans EM, Arngrimsson SA, Allison JD, Warren GL, Cureton KL (2000) Muscle activation and the slow component rise in oxygen update during cycling. Med Sci Sports Exerc 32(12):2040–2045CrossRefPubMed
Zurück zum Zitat Shinohara M, Kouzaki M, Yoshihisa T, Fukunaga T (1997) Mecanomyography of the human quadriceps muscle during incremental cycle ergometry. Eur J Appl Physiol 76:314–319CrossRef Shinohara M, Kouzaki M, Yoshihisa T, Fukunaga T (1997) Mecanomyography of the human quadriceps muscle during incremental cycle ergometry. Eur J Appl Physiol 76:314–319CrossRef
Zurück zum Zitat Stout JR, Housh TJ, Johnson GO, Evetovich TK, Smith DB (1997) Mechanomyography and oxygen consumption during incremental cycle ergometry. Eur J Appl Physiol 76:363–367CrossRef Stout JR, Housh TJ, Johnson GO, Evetovich TK, Smith DB (1997) Mechanomyography and oxygen consumption during incremental cycle ergometry. Eur J Appl Physiol 76:363–367CrossRef
Zurück zum Zitat Travis LA, Arthmire SJ, Baig AM, Goldberg A, Malek MH (2011) Intersession reliability of the electromyographic signal during incremental cycle ergometry: quadriceps femoris. Muscle Nerve 44(6):937–946CrossRefPubMed Travis LA, Arthmire SJ, Baig AM, Goldberg A, Malek MH (2011) Intersession reliability of the electromyographic signal during incremental cycle ergometry: quadriceps femoris. Muscle Nerve 44(6):937–946CrossRefPubMed
Metadaten
Titel
Inter-individual variability in the patterns of responses for electromyography and mechanomyography during cycle ergometry using an RPE-clamp model
verfasst von
Kristen C. Cochrane-Snyman
Terry J. Housh
Cory M. Smith
Ethan C. Hill
Nathaniel D. M. Jenkins
Richard J. Schmidt
Glen O. Johnson
Publikationsdatum
20.06.2016
Verlag
Springer Berlin Heidelberg
Erschienen in
European Journal of Applied Physiology / Ausgabe 9/2016
Print ISSN: 1439-6319
Elektronische ISSN: 1439-6327
DOI
https://doi.org/10.1007/s00421-016-3394-y

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