Interindividual variability of electromyographic patterns and pedal force profiles in trained cyclists

The aim of this study was to determine whether high inter-individual variability of the electromyographic (EMG) patterns during pedaling is accompanied by variability in the pedal force application patterns. Eleven male experienced cyclists were tested at two submaximal power outputs (150 and 250 W). Pedal force components (effective and total forces) and index of mechanical effectiveness were measured continuously using instrumented pedals and were synchronized with surface electromyography signals measured in ten lower limb muscles. The intersubject variability of EMG and mechanical patterns was assessed using standard deviation, mean deviation, variance ratio and coefficient of cross-correlation ($$ \overline {R_{0} } , $$ with lag time = 0). The results demonstrated a high intersubject variability of EMG patterns at both exercise intensities for biarticular muscles as a whole (and especially for Gastrocnemius lateralis and Rectus femoris) and for one monoarticular muscle (Tibialis anterior). However, this heterogeneity of EMG patterns is not accompanied by a so high intersubject variability in pedal force application patterns. A very low variability in the three mechanical profiles (effective force, total force and index of mechanical effectiveness) was obtained in the propulsive downstroke phase, although a greater variability in these mechanical patterns was found during upstroke and around the top dead center, and at 250 W when compared to 150 W. Overall, these results provide additional evidence for redundancy in the neuromuscular system.

[1]  David Bendahan,et al.  Heterogeneity of muscle recruitment pattern during pedaling in professional road cyclists: a magnetic resonance imaging and electromyography study , 2004, European Journal of Applied Physiology.

[2]  R. Gregor,et al.  A comparison of the triceps surae and residual muscle moments at the ankle during cycling. , 1991, Journal of biomechanics.

[3]  R. Shiavi,et al.  Electromyographic gait assessment, Part 1: Adult EMG profiles and walking speed. , 1987, Journal of rehabilitation research and development.

[4]  Gongbing Shan,et al.  Biomechanical evaluation of bike power saver. , 2008, Applied ergonomics.

[5]  D J Sanderson,et al.  The influence of cadence and power output on force application and in-shoe pressure distribution during cycling by competitive and recreational cyclists , 2000, Journal of sports sciences.

[6]  David G Lloyd,et al.  Neuromusculoskeletal modeling: estimation of muscle forces and joint moments and movements from measurements of neural command. , 2004, Journal of applied biomechanics.

[7]  R. Gregor,et al.  EMG profiles of lower extremity muscles during cycling at constant workload and cadence. , 1992, Journal of electromyography and kinesiology : official journal of the International Society of Electrophysiological Kinesiology.

[8]  J. F. Yang,et al.  Electromyographic amplitude normalization methods: improving their sensitivity as diagnostic tools in gait analysis. , 1984, Archives of physical medicine and rehabilitation.

[9]  G A Mirka,et al.  The quantification of EMG normalization error. , 1991, Ergonomics.

[10]  E. Vos,et al.  Electromechanical delay in the vastus lateralis muscle during dynamic isometric contractions , 1990, European Journal of Applied Physiology and Occupational Physiology.

[11]  M. Ericson,et al.  On the biomechanics of cycling , 1986 .

[12]  B. Freriks,et al.  Development of recommendations for SEMG sensors and sensor placement procedures. , 2000, Journal of electromyography and kinesiology : official journal of the International Society of Electrophysiological Kinesiology.

[13]  François Hug,et al.  Electromyographic analysis of pedaling: a review. , 2009, Journal of electromyography and kinesiology : official journal of the International Society of Electrophysiological Kinesiology.

[14]  Steven A. Kautz,et al.  The Pedaling Technique of Elite Endurance Cyclists: Changes with Increasing Workload at Constant Cadence , 1991 .

[15]  V. Baltzopoulos,et al.  Normalisation of gait EMGs: a re-examination. , 2003, Journal of electromyography and kinesiology : official journal of the International Society of Electrophysiological Kinesiology.

[16]  F. Hug,et al.  Influence of different racing positions on mechanical and electromyographic patterns during pedalling , 2008, Scandinavian journal of medicine & science in sports.

[17]  Peter Blanch,et al.  Patterns of leg muscle recruitment vary between novice and highly trained cyclists. , 2008, Journal of electromyography and kinesiology : official journal of the International Society of Electrophysiological Kinesiology.

[18]  G. J. van Ingen Schenau,et al.  The constrained control of force and position in multi-joint movements , 1992, Neuroscience.

[19]  Richard Shiavi,et al.  Automated Extraction of Activity Features in Linear Envelopes of Locomotor Electromyographic Patterns , 1986, IEEE Transactions on Biomedical Engineering.

[20]  P R Cavanagh,et al.  Knee flexor moments during propulsion in cycling--a creative solution to Lombard's Paradox. , 1985, Journal of biomechanics.

[21]  T. Wren,et al.  Cross-correlation as a method for comparing dynamic electromyography signals during gait. , 2006, Journal of biomechanics.

[22]  Stan C. A. M. Gielen,et al.  A comparison of models explaining muscle activation patterns for isometric contractions , 1999, Biological Cybernetics.

[23]  M. L. Hull,et al.  Measurement of pedal loading in bicycling , 1981 .

[24]  D. Sanderson The influence of cadence and power output on the biomechanics of force application during steady-rate cycling in competitive and recreational cyclists. , 1991, Journal of sports sciences.

[25]  M L Hull,et al.  A pedal dynamometer for off-road bicycling. , 1998, Journal of biomechanical engineering.

[26]  C. Hautier,et al.  EMG normalization to study muscle activation in cycling. , 2008, Journal of electromyography and kinesiology : official journal of the International Society of Electrophysiological Kinesiology.

[27]  M. Ericson,et al.  On the biomechanics of cycling. A study of joint and muscle load during exercise on the bicycle ergometer. , 1986, Scandinavian journal of rehabilitation medicine. Supplement.

[28]  P. Cavanagh,et al.  Electromechanical delay in human skeletal muscle under concentric and eccentric contractions , 1979, European Journal of Applied Physiology and Occupational Physiology.

[29]  D. Sanderson,et al.  The effect of prolonged cycling on pedal forces , 2003, Journal of sports sciences.

[30]  D. Winter,et al.  EMG profiles during normal human walking: stride-to-stride and inter-subject variability. , 1987, Electroencephalography and clinical neurophysiology.

[31]  J B Dingwell,et al.  Neuropathic gait shows only trends towards increased variability of sagittal plane kinematics during treadmill locomotion. , 1999, Gait & posture.

[32]  Sylvain Dorel,et al.  Intra-session repeatability of lower limb muscles activation pattern during pedaling. , 2008, Journal of electromyography and kinesiology : official journal of the International Society of Electrophysiological Kinesiology.

[33]  G. Caldwell,et al.  Coefficient of cross correlation and the time domain correspondence. , 1999, Journal of electromyography and kinesiology : official journal of the International Society of Electrophysiological Kinesiology.

[34]  M L Hull,et al.  Measurement of pedal loading in bicycling: I. Instrumentation. , 1981, Journal of biomechanics.