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Published in: European Journal of Applied Physiology 2/2010

01-09-2010 | Original Article

Task failure during standing heel raises is associated with increased power from 13 to 50 Hz in the activation of triceps surae

Authors: Rafael Pereira, Ludmila Schettino, Marco Machado, Pierre Augusto Victor da Silva, Osmar Pinto Neto

Published in: European Journal of Applied Physiology | Issue 2/2010

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Abstract

The goal of this paper was to investigate the amplitude and sub-100 Hz frequency content of surface electromyography (EMG) signals obtained from agonist, antagonist and synergist muscles during a heel-raise task sustained to failure. Twenty-two healthy adults, 14 men and 8 women participated in the study. Surface EMG data from the raising and lowering phases of the movement were studied in the time (EMG amplitude) and frequency (wavelet transform) domains. For the raising phase, we found a significant increase in the EMG amplitude of all muscles studied throughout the task (P < 0.02); however, for the lowering phase, we found a decrease in overall muscle activation for the medial gastrocnemius and tibialis anterior. Additionally, we found higher 13–30 and 30–50 Hz normalized power during the raising phase for the triceps surae prior to task failure and at task failure compared with the beginning and midway of the task (P < 0.05); during the lowering phase, however, we found higher normalized power from 30 to 50 Hz for the triceps surae (P < 0.01) and higher 13–30 Hz normalized power for the tibialis anterior (P < 0.01) at task failure compared with the beginning and midway of the task. Finally, we showed that a dynamic task performed until failure can induce different activation strategies for agonist, antagonist and synergist muscles, and that the frequency content below 100 Hz contains useful information about the neural activation of these muscles in relation to task failure that is not evident from the EMG amplitude.
Literature
go back to reference Addison PS (2002) The illustrated wavelet transform handbook. Taylor and Francis Group, New York Addison PS (2002) The illustrated wavelet transform handbook. Taylor and Francis Group, New York
go back to reference Balestra G, Frassinelli S, Knaflitz M, Molinari F (2001) Time–frequency analysis of surface myoelectric signals during athletic movement. IEEE Eng Med Biol Mag 20:106–115CrossRefPubMed Balestra G, Frassinelli S, Knaflitz M, Molinari F (2001) Time–frequency analysis of surface myoelectric signals during athletic movement. IEEE Eng Med Biol Mag 20:106–115CrossRefPubMed
go back to reference Barry BK, Enoka RM (2007) The neurobiology of muscle fatigue: 15 years later. Integr Comp Biol 47:465–473CrossRef Barry BK, Enoka RM (2007) The neurobiology of muscle fatigue: 15 years later. Integr Comp Biol 47:465–473CrossRef
go back to reference Bonato P, Gagliati G, Knaflitz M (1996) Analysis of myoelectric signals recorded during dynamic contractions: a time–frequency approach to assessing muscle fatigue. IEEE Eng Med Biol Mag 15:102–111CrossRef Bonato P, Gagliati G, Knaflitz M (1996) Analysis of myoelectric signals recorded during dynamic contractions: a time–frequency approach to assessing muscle fatigue. IEEE Eng Med Biol Mag 15:102–111CrossRef
go back to reference Bonato P, Cheng MSS, Gonzalez-Cueto J, Leardini A, O’Connor J, Roy SH (2001) EMG-based measures of fatigue during a repetitive squat exercise: assessment of dynamic conditions can provide information about compensatory muscle function in ACL patients. IEEE Eng Med Biol Mag 20:133–143CrossRefPubMed Bonato P, Cheng MSS, Gonzalez-Cueto J, Leardini A, O’Connor J, Roy SH (2001) EMG-based measures of fatigue during a repetitive squat exercise: assessment of dynamic conditions can provide information about compensatory muscle function in ACL patients. IEEE Eng Med Biol Mag 20:133–143CrossRefPubMed
go back to reference Brown P (2000) Cortical drives to human muscle: the Piper and related rhythms. Prog Neurobiol 60:97–108CrossRefPubMed Brown P (2000) Cortical drives to human muscle: the Piper and related rhythms. Prog Neurobiol 60:97–108CrossRefPubMed
go back to reference Christou EA, Shinohara M, Enoka RM (2003) Fluctuations in acceleration during voluntary contractions lead to greater impairment of movement accuracy in old adults. J Appl Physiol 95(1):373–384PubMed Christou EA, Shinohara M, Enoka RM (2003) Fluctuations in acceleration during voluntary contractions lead to greater impairment of movement accuracy in old adults. J Appl Physiol 95(1):373–384PubMed
go back to reference Christou EA, Rudroff T, Enoka JA, Meyer F, Enoka RM (2007) Discharge rate during low-force isometric contractions influences motor unit coherence below 15 Hz but not motor unit synchronization. Exp Brain Res 178:285–295CrossRefPubMed Christou EA, Rudroff T, Enoka JA, Meyer F, Enoka RM (2007) Discharge rate during low-force isometric contractions influences motor unit coherence below 15 Hz but not motor unit synchronization. Exp Brain Res 178:285–295CrossRefPubMed
go back to reference DeLuca CJ (1997) The use of surface electromyography in biomechanics. J Appl Biomech 13:135–163 DeLuca CJ (1997) The use of surface electromyography in biomechanics. J Appl Biomech 13:135–163
go back to reference Enoka RM, Duchateau J (2008) Muscle fatigue: what, why and how it influences muscle function. J Physiol 586:11–23CrossRefPubMed Enoka RM, Duchateau J (2008) Muscle fatigue: what, why and how it influences muscle function. J Physiol 586:11–23CrossRefPubMed
go back to reference Farina D (2006) Interpretation of the surface electromyogram in dynamic contractions. Exerc Sport Sci Rev 34(3):121–127CrossRefPubMed Farina D (2006) Interpretation of the surface electromyogram in dynamic contractions. Exerc Sport Sci Rev 34(3):121–127CrossRefPubMed
go back to reference Farina D, Merletti R, Enoka RM (2004) The extraction of neural strategies from the surface EMG. J Appl Physiol 96:1486–1495CrossRefPubMed Farina D, Merletti R, Enoka RM (2004) The extraction of neural strategies from the surface EMG. J Appl Physiol 96:1486–1495CrossRefPubMed
go back to reference Farmer SF, Halliday DM, Conway BA, Stephens JA, Rosenberg JR (1997) A review of recent applications of cross-correlation methodologies to human motor unit recording. J Neurosci Methods 74:175–187CrossRefPubMed Farmer SF, Halliday DM, Conway BA, Stephens JA, Rosenberg JR (1997) A review of recent applications of cross-correlation methodologies to human motor unit recording. J Neurosci Methods 74:175–187CrossRefPubMed
go back to reference Felici F (2006) Neuromuscular responses to exercise investigated through surface EMG. J Electromyogr Kinesiol 16:578–585CrossRefPubMed Felici F (2006) Neuromuscular responses to exercise investigated through surface EMG. J Electromyogr Kinesiol 16:578–585CrossRefPubMed
go back to reference Gabriel DA, Basford JR, Na KN (2001) Neural adaptations to fatigue: implications for muscle strength and training. Med Sci Sports Exerc 33:1354–1360CrossRefPubMed Gabriel DA, Basford JR, Na KN (2001) Neural adaptations to fatigue: implications for muscle strength and training. Med Sci Sports Exerc 33:1354–1360CrossRefPubMed
go back to reference Galambos R, Makeig S, Talmachoff PJ (1981) A 40-Hz auditory potential recorded from the human scalp. Proc Natl Acad Sci USA 78(4):2643–2647CrossRefPubMed Galambos R, Makeig S, Talmachoff PJ (1981) A 40-Hz auditory potential recorded from the human scalp. Proc Natl Acad Sci USA 78(4):2643–2647CrossRefPubMed
go back to reference Gandevia SC (2001) Spinal and supraspinal factors in human muscle fatigue. Physiol Rev 81:1725–1789PubMed Gandevia SC (2001) Spinal and supraspinal factors in human muscle fatigue. Physiol Rev 81:1725–1789PubMed
go back to reference Garland SJ, Enoka RM, Serrano LP, Robinson GA (1994) Behavior of motor units in human biceps brachii during a submaximal fatiguing contraction. J Appl Physiol 76:2411–2419PubMed Garland SJ, Enoka RM, Serrano LP, Robinson GA (1994) Behavior of motor units in human biceps brachii during a submaximal fatiguing contraction. J Appl Physiol 76:2411–2419PubMed
go back to reference Grinsted A, Moore JC, Jevrejeva S (2004) Application of the cross wavelet transform and wavelet coherence to geophysical time series. Nonlinear Processes Geophys 11:561–566CrossRef Grinsted A, Moore JC, Jevrejeva S (2004) Application of the cross wavelet transform and wavelet coherence to geophysical time series. Nonlinear Processes Geophys 11:561–566CrossRef
go back to reference Haber M, Golan E, Azoulay L, Kahn SR, Shrier I (2004) Reliability of a device measuring triceps surae muscle fatigability. Br J Sports Med 38:163–167CrossRefPubMed Haber M, Golan E, Azoulay L, Kahn SR, Shrier I (2004) Reliability of a device measuring triceps surae muscle fatigability. Br J Sports Med 38:163–167CrossRefPubMed
go back to reference Hassani A, Patikas D, Bassa E, Hatzikotoulas K, Kellis E, Kotzamanidis C (2006) Agonist and antagonist muscle activation during maximal and submaximal isokinetic fatigue tests of the knee extensors. J Electromyogr Kinesiol 16:661–668CrossRefPubMed Hassani A, Patikas D, Bassa E, Hatzikotoulas K, Kellis E, Kotzamanidis C (2006) Agonist and antagonist muscle activation during maximal and submaximal isokinetic fatigue tests of the knee extensors. J Electromyogr Kinesiol 16:661–668CrossRefPubMed
go back to reference Hermens HJ, Freriks B, Disselhorst-Klug C, Rau G (2000) Development of recommendations for SEMG sensors and sensor placement procedures. J Electromyogr Kinesiol 10:361–374CrossRefPubMed Hermens HJ, Freriks B, Disselhorst-Klug C, Rau G (2000) Development of recommendations for SEMG sensors and sensor placement procedures. J Electromyogr Kinesiol 10:361–374CrossRefPubMed
go back to reference Hostens L, Seghers J, Spaepen A, Ramon H (2004) Validation of the wavelet spectral estimation technique in biceps brachii and brachioradialis fatigue assessment during prolonged low-level static and dynamic contractions. J Electromyogr Kinesiol 14:205–215CrossRefPubMed Hostens L, Seghers J, Spaepen A, Ramon H (2004) Validation of the wavelet spectral estimation technique in biceps brachii and brachioradialis fatigue assessment during prolonged low-level static and dynamic contractions. J Electromyogr Kinesiol 14:205–215CrossRefPubMed
go back to reference Hunter SK, Ryan DL, Ortega JD, Enoka EM (2002) Task differences with the same load torque alter the endurance time of submaximal fatiguing contractions in humans. J Neurophysiol 88:3087–3096CrossRefPubMed Hunter SK, Ryan DL, Ortega JD, Enoka EM (2002) Task differences with the same load torque alter the endurance time of submaximal fatiguing contractions in humans. J Neurophysiol 88:3087–3096CrossRefPubMed
go back to reference Hunter SK, Duchateau J, Enoka RM (2004) Muscle fatigue and the mechanisms of task failure. Exerc Sport Sci Rev 32:44–49CrossRefPubMed Hunter SK, Duchateau J, Enoka RM (2004) Muscle fatigue and the mechanisms of task failure. Exerc Sport Sci Rev 32:44–49CrossRefPubMed
go back to reference Hunter SK, Yoon T, Farinella J, Griffith EE, Ng AV (2008) Time to task failure and muscle activation vary with load type for a submaximal fatiguing contraction with the lower leg. J Appl Physiol 105:463–472CrossRefPubMed Hunter SK, Yoon T, Farinella J, Griffith EE, Ng AV (2008) Time to task failure and muscle activation vary with load type for a submaximal fatiguing contraction with the lower leg. J Appl Physiol 105:463–472CrossRefPubMed
go back to reference Karlsson S, Yu J, Akay M (2000) Time–frequency analysis of myoelectric signals during dynamic contractions: a comparative study. IEEE Trans Biomed Eng 47:228–238CrossRefPubMed Karlsson S, Yu J, Akay M (2000) Time–frequency analysis of myoelectric signals during dynamic contractions: a comparative study. IEEE Trans Biomed Eng 47:228–238CrossRefPubMed
go back to reference Kouzaki M, Shinohara M (2006) The frequency of alternate muscle activity is associated with the attenuation in muscle fatigue. J Appl Physiol 101:715–720CrossRefPubMed Kouzaki M, Shinohara M (2006) The frequency of alternate muscle activity is associated with the attenuation in muscle fatigue. J Appl Physiol 101:715–720CrossRefPubMed
go back to reference Kouzaki M, Shinohara M, Masani K, Fukunaga T (2004) Force fluctuations are modulated by alternate muscle activity of knee extensor synergists during low-level sustained contraction. J Appl Physiol 97:2121–2131CrossRefPubMed Kouzaki M, Shinohara M, Masani K, Fukunaga T (2004) Force fluctuations are modulated by alternate muscle activity of knee extensor synergists during low-level sustained contraction. J Appl Physiol 97:2121–2131CrossRefPubMed
go back to reference Lévénez M, Kotzamanidis C, Carpentier A, Duchateau J (2005) Spinal reflexes and coactivation of ankle muscles during a submaximal fatiguing contraction. J Appl Physiol 99(3):1182–1188CrossRefPubMed Lévénez M, Kotzamanidis C, Carpentier A, Duchateau J (2005) Spinal reflexes and coactivation of ankle muscles during a submaximal fatiguing contraction. J Appl Physiol 99(3):1182–1188CrossRefPubMed
go back to reference Lowery MM, Myers LJ, Erim Z (2007) Coherence between motor unit discharges in response to shared neural inputs. J Neurosci Methods 163:384–391CrossRefPubMed Lowery MM, Myers LJ, Erim Z (2007) Coherence between motor unit discharges in response to shared neural inputs. J Neurosci Methods 163:384–391CrossRefPubMed
go back to reference Maluf KS, Shinohara M, Stephenson JL, Enoka RM (2005) Muscle activation and time to task failure differ with load type and contraction intensity for a human hand muscle. Exp Brain Res 167:165–177CrossRefPubMed Maluf KS, Shinohara M, Stephenson JL, Enoka RM (2005) Muscle activation and time to task failure differ with load type and contraction intensity for a human hand muscle. Exp Brain Res 167:165–177CrossRefPubMed
go back to reference Moritz CT, Christou EA, Meyer FG, Enoka RM (2005) Coherence at 16–32 Hz can be caused by short-term synchrony of motor units. J Neurophysiol 94:105–118CrossRefPubMed Moritz CT, Christou EA, Meyer FG, Enoka RM (2005) Coherence at 16–32 Hz can be caused by short-term synchrony of motor units. J Neurophysiol 94:105–118CrossRefPubMed
go back to reference Mottram CJ, Hunter SK, Rochette L, Anderson LK, Enoka RM (2006) Time to task failure varies with the gain of the feedback signal for women, but not for men. Exp Brain Res 174:575–587CrossRefPubMed Mottram CJ, Hunter SK, Rochette L, Anderson LK, Enoka RM (2006) Time to task failure varies with the gain of the feedback signal for women, but not for men. Exp Brain Res 174:575–587CrossRefPubMed
go back to reference Myers LJ, Lowery M, O’Malley M, Vaughan CL, Heneghan C, St Clair Gibson A, Harley YX, Sreenivasan R (2003) Rectification and non-linear pre-processing of EMG signals for cortico-muscular analysis. J Neurosci Methods 124:157–165CrossRefPubMed Myers LJ, Lowery M, O’Malley M, Vaughan CL, Heneghan C, St Clair Gibson A, Harley YX, Sreenivasan R (2003) Rectification and non-linear pre-processing of EMG signals for cortico-muscular analysis. J Neurosci Methods 124:157–165CrossRefPubMed
go back to reference Neto OP, Christou EA (2010) Rectification of the EMG signal impairs the identification of oscillatory input to the muscle. J Neurophysiol 103:1093–1103CrossRefPubMed Neto OP, Christou EA (2010) Rectification of the EMG signal impairs the identification of oscillatory input to the muscle. J Neurophysiol 103:1093–1103CrossRefPubMed
go back to reference Neto OP, Magini M (2008) Electromiographic and kinematic characteristics of Kung Fu Yau-Man palm strike. J Electromyogr Kinesiol 18:1047–1052CrossRefPubMed Neto OP, Magini M (2008) Electromiographic and kinematic characteristics of Kung Fu Yau-Man palm strike. J Electromyogr Kinesiol 18:1047–1052CrossRefPubMed
go back to reference Neto OP, Marzullo ACD (2009) Wavelet transform analysis of electromyography Kung Fu strikes data. J Sports Sci Med 8(CSSI 3):25–28 Neto OP, Marzullo ACD (2009) Wavelet transform analysis of electromyography Kung Fu strikes data. J Sports Sci Med 8(CSSI 3):25–28
go back to reference Neto OP, Baweja HS, Christou EA (2010) Increased voluntary drive is associated with changes in the common oscillations from 13–60 Hz of interference but not rectified electromyography. Muscle Nerve (in press) Neto OP, Baweja HS, Christou EA (2010) Increased voluntary drive is associated with changes in the common oscillations from 13–60 Hz of interference but not rectified electromyography. Muscle Nerve (in press)
go back to reference Pasquet B, Carpentier A, Duchateau J (2006) Specific modulation of motor unit discharge for a similar change in fascicle length during shortening and lengthening contractions in humans. J Physiol 577(2):753–765CrossRefPubMed Pasquet B, Carpentier A, Duchateau J (2006) Specific modulation of motor unit discharge for a similar change in fascicle length during shortening and lengthening contractions in humans. J Physiol 577(2):753–765CrossRefPubMed
go back to reference Potvin JR (1997) Effects of muscle kinematics on surface EMG amplitude and frequency during fatiguing dynamic contractions. J Appl Physiol 82:144–151PubMed Potvin JR (1997) Effects of muscle kinematics on surface EMG amplitude and frequency during fatiguing dynamic contractions. J Appl Physiol 82:144–151PubMed
go back to reference Psek JA, Cafarelli E (1993) Behavior of coactive muscles during fatigue. J Appl Physiol 74:170–175PubMed Psek JA, Cafarelli E (1993) Behavior of coactive muscles during fatigue. J Appl Physiol 74:170–175PubMed
go back to reference Rothmuller C, Cafarelli E (1995) Effect of vibration on antagonist muscle coactivation during progressive fatigue in humans. J Physiol 485:857–864PubMed Rothmuller C, Cafarelli E (1995) Effect of vibration on antagonist muscle coactivation during progressive fatigue in humans. J Physiol 485:857–864PubMed
go back to reference Rudroff T, Barry BK, Stone AL, Barry CJ, Enoka RM (2007) Accessory muscle activity contributes to the variation in time to task failure for different arm postures and loads. J Appl Physiol 102(3):1000–1006CrossRefPubMed Rudroff T, Barry BK, Stone AL, Barry CJ, Enoka RM (2007) Accessory muscle activity contributes to the variation in time to task failure for different arm postures and loads. J Appl Physiol 102(3):1000–1006CrossRefPubMed
go back to reference Salenius S, Salmelin R, Neuper C, Pfurtscheller G, Hari R (1996) Human cortical 40 Hz rhythm is closely related to EMG rhythmicity. Neurosci Lett 213:75–78CrossRefPubMed Salenius S, Salmelin R, Neuper C, Pfurtscheller G, Hari R (1996) Human cortical 40 Hz rhythm is closely related to EMG rhythmicity. Neurosci Lett 213:75–78CrossRefPubMed
go back to reference Sirin AV, Patla AE (1987) Myoelectric changes in the triceps surae muscles under sustained contractions. Evidence for synergism. Eur J Appl Physiol 56:238–244CrossRef Sirin AV, Patla AE (1987) Myoelectric changes in the triceps surae muscles under sustained contractions. Evidence for synergism. Eur J Appl Physiol 56:238–244CrossRef
go back to reference So RCH, Ng JKF, Lam RWK, Lo CKK, Ng GYF (2009) EMG wavelet analysis of quadriceps muscle during repeated knee extension movement. Med Sci Sports Exerc 41:788–796CrossRefPubMed So RCH, Ng JKF, Lam RWK, Lo CKK, Ng GYF (2009) EMG wavelet analysis of quadriceps muscle during repeated knee extension movement. Med Sci Sports Exerc 41:788–796CrossRefPubMed
go back to reference Søgaard K, Christensen H, Jensen BR, Finsen L, Sjøgaard G (1996) Motor control and kinetics during low level concentric and eccentric contractions in man. Electroenceph Clin Neurophysiol 101:453–460PubMed Søgaard K, Christensen H, Jensen BR, Finsen L, Sjøgaard G (1996) Motor control and kinetics during low level concentric and eccentric contractions in man. Electroenceph Clin Neurophysiol 101:453–460PubMed
go back to reference Svantesson U, Osterberg U, Thomee R, Grimby G (1998a) Muscle fatigue in a standing heel-rise test. Scand J Rehab Med 30:67–72CrossRef Svantesson U, Osterberg U, Thomee R, Grimby G (1998a) Muscle fatigue in a standing heel-rise test. Scand J Rehab Med 30:67–72CrossRef
go back to reference Svantesson U, Osterberg U, Thomee R, Peeters M, Grimby G (1998b) Fatigue during repeated eccentric–concentric and pure concentric muscle actions of the plantar flexors. Clin Biomech 13(4–5):336–343CrossRef Svantesson U, Osterberg U, Thomee R, Peeters M, Grimby G (1998b) Fatigue during repeated eccentric–concentric and pure concentric muscle actions of the plantar flexors. Clin Biomech 13(4–5):336–343CrossRef
go back to reference Taylor JL, Gandevia SC (2008) A comparison of central aspects of fatigue in submaximal and maximal voluntary contractions. J Appl Physiol 104:542–550CrossRefPubMed Taylor JL, Gandevia SC (2008) A comparison of central aspects of fatigue in submaximal and maximal voluntary contractions. J Appl Physiol 104:542–550CrossRefPubMed
go back to reference Torrence C, Compo GP (1998) A practical guide to wavelet analysis. B Am Meteorol Soc 79:61–78CrossRef Torrence C, Compo GP (1998) A practical guide to wavelet analysis. B Am Meteorol Soc 79:61–78CrossRef
go back to reference Weir JP, Keefe DA, Eaton JF, Augustine RT, Tobin DM (1998) Effect of fatigue on hamstring coactivation during isokinetic knee extensions. Eur J Appl Physiol Occup Physiol 78:555–559CrossRefPubMed Weir JP, Keefe DA, Eaton JF, Augustine RT, Tobin DM (1998) Effect of fatigue on hamstring coactivation during isokinetic knee extensions. Eur J Appl Physiol Occup Physiol 78:555–559CrossRefPubMed
go back to reference Zazula D, Karlsson S, Doncarli C (2004) Advanced signal processing techniques. In: Merletti R, Parker P (eds) Electromyography: physiology, engineering, and noninvasive applications. Wiley and sons, New Jersey, pp 259–304CrossRef Zazula D, Karlsson S, Doncarli C (2004) Advanced signal processing techniques. In: Merletti R, Parker P (eds) Electromyography: physiology, engineering, and noninvasive applications. Wiley and sons, New Jersey, pp 259–304CrossRef
Metadata
Title
Task failure during standing heel raises is associated with increased power from 13 to 50 Hz in the activation of triceps surae
Authors
Rafael Pereira
Ludmila Schettino
Marco Machado
Pierre Augusto Victor da Silva
Osmar Pinto Neto
Publication date
01-09-2010
Publisher
Springer-Verlag
Published in
European Journal of Applied Physiology / Issue 2/2010
Print ISSN: 1439-6319
Electronic ISSN: 1439-6327
DOI
https://doi.org/10.1007/s00421-010-1498-3

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