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The effects of muscle fatigue and movement height on movement stability and variability

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Abstract

Performing repetitive manual tasks can lead to muscle fatigue, which may induce changes in motor coordination, movement stability, and kinematic variability. In particular, movements performed at or above shoulder height have been associated with increased shoulder injury risk. The purpose of this study was to determine the effects of repetitive motion-induced muscle fatigue on posture and on the variability and stability of upper extremity movements. Ten healthy subjects performed a repetitive task similar to sawing continuously until volitional exhaustion. This task was synchronized with a metronome to control movement timing. Subjects performed the sawing task at shoulder (“High”) and sternum height (“Low”) on two different days. Joint angles and muscle activity were recorded continuously. Local and orbital stability of joint angles, kinematic variability (within subject standard deviations), and peak joint angles were calculated for five bins of data spaced evenly across each trial. Subjects fatigued more quickly when movements were performed at the High height. They also altered their kinematic patterns significantly in response to muscle fatigue. These changes were more pronounced when the task was performed at the High height. Subjects also exhibited increased kinematic variability of their movements post-fatigue. Increases in variability and altered coordination did not lead to greater instability, however. Shoulder movements were more locally stable when the task was performed at the High height. Conversely, shoulder and elbow movements were more orbitally unstable for the High condition. Thus, people adapt their movement strategies in multi-joint redundant tasks and maintain stability in doing so.

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References

  • Arihara M, Sakamoto K (1999) Contribution of motor unit activity enhanced by acute fatigue to physiological tremor of finger. Electromyogr Clin Neurophysiol 39:235–247

    PubMed  CAS  Google Scholar 

  • Bigland-Ritchie B, Woods JJ (1984) Changes in muscle contractile properties and neural control during human muscular fatigue. Muscle Nerve 7:691–699

    Article  PubMed  CAS  Google Scholar 

  • Bonato P, Roy SH, Knaflitz M, De Luca CJ (2001) Time–frequency parameters of the surface myoelectric signal for assessing muscle fatigue during cyclic dynamic contractions. IEEE Trans Biomed Eng 48:745–753

    Article  PubMed  CAS  Google Scholar 

  • Bonnard M, Sirin AV, Oddsson L, Thorstensson A (1994) Different strategies to compensate for the effects of fatigue revealed by neuromuscular adaptation processes in humans. Neurosci Lett 166:101–105

    Article  PubMed  CAS  Google Scholar 

  • Borg GA (1974) Perceived exertion. Exerc Sports Sci Rev 2:131–153

    Article  CAS  Google Scholar 

  • Borg GA (1982) Psychophysical bases of perceived exertion. Med Sci Sports Exerc 14:377–381

    PubMed  CAS  Google Scholar 

  • Bruijn S, van Dieën J, Meijer O, Beek P (2009) Statistical precision and sensitivity of measures of dynamic gait stability. J Neurosci Methods 178:327–333

    Article  PubMed  Google Scholar 

  • Corcos DM, Jiang HY, Wilding J, Gottlieb GL (2002) Fatigue induced changes in phasic muscle activation patterns for fast elbow flexion movements. Exp Brain Res 142:1–12

    Article  PubMed  Google Scholar 

  • Cote JN, Mathieu PA, Levin MF, Feldman AG (2002) Movement reorganization to compensate for fatigue during sawing. Exp Brain Res 146:394–398

    Article  PubMed  Google Scholar 

  • DeLuca CJ (1997) The use of surface electromyography in biomechanics. J Appl Biomech 13:135–163

    Google Scholar 

  • Dingwell JB, Marin LC (2006) Kinematic variability and local dynamic stability of upper body motions when walking at different speeds. J Biomech 39:444–452

    PubMed  Google Scholar 

  • Dingwell JB, Cusumano JP, Sternad D, Cavanagh PR (2000) Slower speeds in patients with diabetic neuropathy lead to improved local dynamic stability of continuous overground walking. J Biomech 33:1269–1277

    Article  PubMed  CAS  Google Scholar 

  • Dingwell JB, Kang HG, Marin LC (2007) The effects of sensory loss and walking speed on the orbital dynamic stability of human walking. J Biomech 40:1723–1730

    Article  PubMed  Google Scholar 

  • Donelan JM, Shipman DW, Kram R, Kuo AD (2004) Mechanical and metabolic requirements for active lateral stabilization in human walking. J Biomech 37:827–835

    Article  PubMed  Google Scholar 

  • Doud JR, Walsh JM (1995) Muscle fatigue and muscle length interaction: effect on the EMG frequency components. Electromyogr Clin Neurophysiol 35:331–339

    PubMed  CAS  Google Scholar 

  • Farina D, Fattorini L, Felici F, Filligoi G (2002) Nonlinear surface EMG analysis to detect changes of motor unit conduction velocity and synchronization. J Appl Physiol 93:1753–1763

    PubMed  Google Scholar 

  • Forestier N, Nougier V (1998) The effects of muscular fatigue on the coordination of a multijoint movement in human. Neurosci Lett 252:187–190

    Article  PubMed  CAS  Google Scholar 

  • Freund HJ (1983) Motor unit and muscle activity in voluntary motor control. Physiol Rev 63:387–436

    PubMed  CAS  Google Scholar 

  • Fuller JR, Lomond KV, Fung J, Cote JN (2009) Posture-movement changes following repetitive motion-induced shoulder muscle fatigue. J Electromyogr Kinesiol 19:1043–1052

    Article  PubMed  Google Scholar 

  • Gates DH, Dingwell JB (2008) The effects of neuromuscular fatigue on task performance during repetitive goal-directed movements. Exp Brain Res 187:573–585

    Article  PubMed  Google Scholar 

  • Gates DH, Dingwell JB (2009) Comparison of different state space definitions for local dynamic stability analyses. J Biomech 19:1345–1349

    Article  Google Scholar 

  • Gates DH, Dingwell JB (2010) Muscle fatigue does not lead to increased instability of upper extremity repetitive movements. J Biomech 43:913–919

    Article  PubMed  Google Scholar 

  • Gerdle B, Larsson B, Karlsson S (2000) Criterion validation of surface EMG variables as fatigue indicators using peak torque: a study of repetitive maximum isokinetic knee extensions. J Electromyogr Kinesiol 10:225–232

    Article  PubMed  CAS  Google Scholar 

  • Gorelick M, Brown JM, Groeller H (2003) Short-duration fatigue alters neuromuscular coordination of trunk musculature: implications for injury. Appl Ergon 34:317–325

    Article  PubMed  CAS  Google Scholar 

  • Granata KP, England SA (2006) Stability of dynamic trunk movement. Spine 31:E271–E276

    Article  PubMed  Google Scholar 

  • Granata KP, Gottipati P (2008) Fatigue influences the dynamic stability of the torso. Ergonomics 51:1258–1271

    Article  PubMed  CAS  Google Scholar 

  • Granata KP, Orishimo KF (2001) Response of trunk muscle coactivation to changes in spinal stability. J Biomech 34:1117–1123

    Article  PubMed  CAS  Google Scholar 

  • Granata KP, Slota GP, Wilson SE (2004) Influence of fatigue in neuromuscular control of spinal stability. Hum Factors 46:81–91

    Article  PubMed  Google Scholar 

  • Gribble PL, Mullin LI, Cothros N, Mattar A (2003) Role of cocontraction in arm movement accuracy. J Neurophysiol 89:2396–2405

    Article  PubMed  Google Scholar 

  • Grondin DE, Potvin JR (2009) Effects of trunk muscle fatigue and load timing on spinal responses during sudden hand loading. J Electromyogr Kinesiol 19:e237–e245

    Article  PubMed  Google Scholar 

  • Hingtgen B, McGuire JR, Wang M, Harris GF (2006) An upper extremity kinematic model for evaluation of hemiparetic stroke. J Biomech 39:681–688

    Article  PubMed  Google Scholar 

  • Hostens I, 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 14:205–215

    Article  PubMed  CAS  Google Scholar 

  • Huang CT, Hwang IS, Huang CC, Young MS (2006) Exertion dependent alternations in force fluctuation and limb acceleration during sustained fatiguing contraction. Eur J Appl Physiol 97:362–371

    Article  PubMed  Google Scholar 

  • Hunter SK, Enoka RM (2001) Sex differences in the fatigability of arm muscles depends on absolute force during isometric contractions. J Appl Physiol 91:2686–2694

    PubMed  CAS  Google Scholar 

  • Hurmuzlu Y, Basdogan C (1994) On the measurement of dynamic stability of human locomotion. J Biomech Eng 116:30–36

    Article  PubMed  CAS  Google Scholar 

  • Hurmuzlu Y, Basdogan C, Stoianovici D (1996) Kinematics and dynamic stability of the locomotion of post-polio patients. J Biomech Eng 118:405–411

    Article  PubMed  CAS  Google Scholar 

  • Jaric S, Blesic S, Milanovic S, Radovanovic S, Ljubisavljevic M, Anastasijevic R (1999) Changes in movement final position associated with agonist and antagonist muscle fatigue. Eur J Appl Physiol 80:467–471

    Article  CAS  Google Scholar 

  • Jones LA, Hunter IW (1983) Effect of fatigue on force sensation. Exp Neurol 81:640–650

    Article  PubMed  CAS  Google Scholar 

  • Kang HG, Dingwell JB (2006) Intra-session reliability of local dynamic stability during walking. Gait Posture 24:386–390

    Article  PubMed  Google Scholar 

  • Kent-Braun JA, Ng AV, Doyle JW, Towse TF (2002) Human skeletal muscle responses vary with age and gender during fatigue due to incremental isometric exercise. J Appl Physiol 93:1813–1823

    PubMed  CAS  Google Scholar 

  • Konrad P (2005) The ABC of EMG: a practical introduction to kinesiological electromyography. Noraxon, Inc

  • MacIsaac D, Parker PA, Scott RN (2001) The short-time Fourier transform and muscle fatigue assessment in dynamic contractions. J Electromyogr Kinesiol 11:439–449

    Article  PubMed  CAS  Google Scholar 

  • Madigan ML, Pidcoe PE (2003) Changes in landing biomechanics during a fatiguing landing activity. J Electromyogr Kinesiol 13:491–498

    Article  PubMed  Google Scholar 

  • Masuda T, Kizuka T, Zhe JY, Yamada H, Saitou K, Sadoyama T, Okada M (2001) Influence of contraction force and speed on muscle fiber conduction velocity during dynamic voluntary exercise. J Electromyogr Kinesiol 11:85–94

    Article  PubMed  CAS  Google Scholar 

  • Maughan RJ, Harmon M, Leiper JB, Sale D, Delman A (1986) Endurance capacity of untrained males and females in isometric and dynamic muscular contractions. Eur J Appl Physiol 55:395–400

    Article  CAS  Google Scholar 

  • McQuade KJ, Hwa Wei S, Smidt GL (1995) Effects of local muscle fatigue on three-dimensional scapulohumeral rhythm. Clin Biomech 10:144–148

    Article  Google Scholar 

  • McQuade KJ, Dawson J, Smidt GL (1998) Scapulothoracic muscle fatigue associated with alterations in scapulohumeral rhythm kinematics during maximum resistive shoulder elevation. J Orthop Sports Phys Ther 28:74–80

    PubMed  CAS  Google Scholar 

  • Missenard O, Mottet D, Perrey S (2008a) Muscular fatigue increases signal-dependent noise during isometric force production. Neurosci Lett 437:154–157

    Article  PubMed  CAS  Google Scholar 

  • Missenard O, Mottet D, Perrey S (2008b) The role of cocontraction in the impairment of movement accuracy with fatigue. Exp Brain Res 185:151–156

    Article  PubMed  Google Scholar 

  • Mizrahi J, Verbitsky O, Isakov E (2000) Fatigue-related loading imbalance on the shank in running: a possible factor in stress fractures. Ann Biomed Eng 28:463–469

    Article  PubMed  CAS  Google Scholar 

  • Myers JB, Guskiewicz KM, Schneider RA, Prentice WE (1999) Proprioception and neuromuscular control of the shoulder after muscle fatigue. J Athl Train 34:362–367

    PubMed  CAS  Google Scholar 

  • Nayfeh AH, Balachandran B (1995) Applied nonlinear dynamics: analytical, computational, and experimental methods. Wiley, New York

    Book  Google Scholar 

  • Nussbaum MA (2001) Static and dynamic myoelectric measures of shoulder muscle fatigue during intermittent dynamic exertions of low to moderate intensity. Eur J Appl Physiol 85:299–309

    Article  PubMed  CAS  Google Scholar 

  • Oldfield RC (1971) The assessment and analysis of handedness: the Edinburgh inventory. Neuropsychologia 9:97–113

    Article  PubMed  CAS  Google Scholar 

  • Parnianpour M, Nordin M, Kahanovitz N, Frankel V (1988) Volvo award in biomechanics. The triaxial coupling of torque generation of trunk muscles during isometric exertions and the effect of fatiguing isoinertial movements on the motor output and movement patterns. Spine 13:982–992

    Article  PubMed  CAS  Google Scholar 

  • Potvin JR, Bent LR (1997) A validation of techniques using surface EMG signals from dynamic contractions to quantify muscle fatigue during repetitive tasks. J Electromyogr Kinesiol 7:131–139

    Article  PubMed  CAS  Google Scholar 

  • Potvin JR, O’Brien PR (1998) Trunk muscle co-contraction increases during fatiguing, isometric, lateral bend exertions. Possible implications for spine stability. Spine 23:774–780 (discussion 781)

    Article  PubMed  CAS  Google Scholar 

  • Rao SS, Bontrager EL, Gronley JK, Newsam CJ, Perry J (1996) Three-dimensional kinematics of wheelchair propulsion. IEEE Trans Rehabil Eng 4:152–160

    Article  PubMed  CAS  Google Scholar 

  • Rosenstein MT, Collins JJ, DeLuca CJ (1993) A practical method for calculating largest lyapunov exponents from small data sets. Phys D Nonlinear Phenom 65:117–134

    Article  Google Scholar 

  • Russ DW, Kent-Braun JA (2003) Sex differences in human skeletal muscle fatigue are eliminated under ischemic conditions. J Appl Physiol 94:2414–2422

    PubMed  Google Scholar 

  • Schmidt R, Disselhorst-Klug C, Silny J, Rau G (1999) A marker-based measurement procedure for unconstrained wrist and elbow motions. J Biomech 32:615–621

    Article  PubMed  CAS  Google Scholar 

  • Segala DB, Gates DH, Dingwell JB, Chelidze D (2011) Nonlinear smooth orthogonal decomposition of kinematic features of sawing reconstructs muscle fatigue evolution as indicated by electromyography. J Biomech Eng 133(3):031009

    Google Scholar 

  • Selen LP, Beek PJ, van Dieen JH (2005) Can co-activation reduce kinematic variability? A simulation study. Biological Cybern 93:373–381

    Article  Google Scholar 

  • Selen LP, Beek PJ, van Dieen JH (2007) Fatigue-induced changes of impedance and performance in target tracking. Exp Brain Res 181:99–108

    Article  PubMed  CAS  Google Scholar 

  • Song M, Segala DB, Dingwell JB, Chelidze D (2009) Slow-time changes in human EMG muscle fatigue states are fully represented in movement kinematics. J Biomech Eng 131:021004–021011

    Article  PubMed  Google Scholar 

  • Sparto PJ, Parnianpour M, Reinsel TE, Simon S (1997a) The effect of fatigue on multijoint kinematics and load sharing during a repetitive lifting test. Spine 22:2647–2654

    Article  PubMed  CAS  Google Scholar 

  • Sparto PJ, Parnianpour M, Reinsel TE, Simon S (1997b) The effect of fatigue on multijoint kinematics, coordination, and postural stability during a repetitive lifting test. J Orthop Sports Phys Ther 25:3–12

    PubMed  CAS  Google Scholar 

  • Tsai NT, McClure PW, Karduna AR (2003) Effects of muscle fatigue on 3-dimensional scapular kinematics. Arch Phys Med Rehabil 84:1000–1005

    Article  PubMed  Google Scholar 

  • Veldpaus FE, Woltring HJ, Dortmans LJ (1988) A least-squares algorithm for the equiform transformation from spatial marker co-ordinates. J Biomech 21:45–54

    Article  PubMed  CAS  Google Scholar 

  • Viitasalo JT, Hamalainen K, Mononen HV, Salo A, Lahtinen J (1993) Biomechanical effects of fatigue during continuous hurdle jumping. J Sports Sci 11:503–509

    Article  PubMed  CAS  Google Scholar 

  • von Tscharner V (2002) Time–frequency and principal-component methods for the analysis of EMGs recorded during a mildly fatiguing exercise on a cycle ergometer. J Electromyogr Kinesiol 12:479–492

    Article  Google Scholar 

  • Wilder DG, Aleksiev AR, Magnusson ML, Pope MH, Spratt KF, Goel VK (1996) Muscular response to sudden load. A tool to evaluate fatigue and rehabilitation. Spine 21:2628–2639

    Article  PubMed  CAS  Google Scholar 

  • Wojtys EM, Wylie BB, Huston LJ (1996) The effects of muscle fatigue on neuromuscular function and anterior tibial translation in healthy knees. Am J Sports Med 24:615–621

    Article  PubMed  CAS  Google Scholar 

  • Wu G, van der Helm FC, Veeger HE, Makhsous M, Van Roy P, Anglin C, Nagels J, Karduna AR, McQuade K, Wang X, Werner FW, Buchholz B (2005) ISB recommendation on definitions of joint coordinate systems of various joints for the reporting of human joint motion—part II: shoulder, elbow, wrist and hand. J Biomech 38:981–992

    Article  PubMed  CAS  Google Scholar 

  • Yoshino K, Motoshige T, Araki T, Matsuoka K (2004) Effect of prolonged free-walking fatigue on gait and physiological rhythm. J Biomech 37:1271–1280

    Article  PubMed  Google Scholar 

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Acknowledgments

Funding for this project was provided by grant #EB003425 from the National Institutes of Health (to J.B.D.) and a Student Grant-in-Aid award from the American Society of Biomechanics (to D.H.G.).

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Correspondence to Deanna H. Gates.

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Gates, D.H., Dingwell, J.B. The effects of muscle fatigue and movement height on movement stability and variability. Exp Brain Res 209, 525–536 (2011). https://doi.org/10.1007/s00221-011-2580-8

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