Muscle fatigue and contraction intensity modulates the complexity of surface electromyography

被引:48
作者
Cashaback, Joshua G. A. [1 ]
Cluff, Tyler [2 ]
Potvin, Jim R. [1 ]
机构
[1] McMaster Univ, Occupat Biomech Lab, Dept Kinesiol, Hamilton, ON L8S 2K1, Canada
[2] McMaster Univ, McMaster Inst Neurosci Discovery & Study MiNDS, Sensorimotor Neurosci Lab, Hamilton, ON L8S 2K1, Canada
关键词
Multiscale entropy; Surface electromyography; Biceps brachii; Information theory; Statistical optimization; MULTISCALE ENTROPY ANALYSIS; MOTOR UNIT DISCHARGE; TIME-SERIES; VOLUNTARY CONTRACTIONS; ISOMETRIC CONTRACTIONS; SAMPLE ENTROPY; RECRUITMENT; DYNAMICS; BICEPS; NOISE;
D O I
10.1016/j.jelekin.2012.08.004
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Nonlinear dynamical techniques offer a powerful approach for the investigation of physiological time series. Multiscale entropy analyses have shown that pathological and aging systems are less complex than healthy systems and this finding has been attributed to degraded physiological control processes. A similar phenomenon may arise during fatiguing muscle contractions where surface electromyography signals undergo temporal and spectral changes that arise from the impaired regulation of muscle force production. Here we examine the affect of fatigue and contraction intensity on the short and long-term complexity of biceps brachii surface electromyography. To investigate, we used an isometric muscle fatigue protocol (parsed into three windows) and three contraction intensities (% of maximal elbow joint moment: 40%, 70% and 100%). We found that fatigue reduced the short-term complexity of biceps brachii activity during the last third of the fatiguing contraction. We also found that the complexity of surface electromyography is dependent on contraction intensity. Our results show that multiscale entropy is sensitive to muscle fatigue and contraction intensity and we argue it is imperative that both factors be considered when evaluating the complexity of surface electromyography signals. Our data contribute to a converging body of evidence showing that multiscale entropy can quantify subtle information content in physiological time series. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:78 / 83
页数:6
相关论文
共 22 条
[1]   Recommended effect size statistics for repeated measures designs [J].
Bakeman, R .
BEHAVIOR RESEARCH METHODS, 2005, 37 (03) :379-384
[2]   CHANGES IN MOTONEURON FIRING RATES DURING SUSTAINED MAXIMAL VOLUNTARY CONTRACTIONS [J].
BIGLANDRITCHIE, B ;
JOHANSSON, R ;
LIPPOLD, OCJ ;
SMITH, S ;
WOODS, JJ .
JOURNAL OF PHYSIOLOGY-LONDON, 1983, 340 (JUL) :335-346
[3]   Adaptive whitening of the electromyogram to improve amplitude estimation [J].
Clancy, EA ;
Farry, KA .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2000, 47 (06) :709-719
[4]   Noise and poise: Enhancement of postural complexity in the elderly with a stochastic-resonance-based therapy [J].
Costa, M. ;
Priplata, A. A. ;
Lipsitz, L. A. ;
Wu, Z. ;
Huang, N. E. ;
Goldberger, A. L. ;
Peng, C. K. .
EPL, 2007, 77 (06)
[5]   Multiscale entropy analysis of biological signals [J].
Costa, M ;
Goldberger, AL ;
Peng, CK .
PHYSICAL REVIEW E, 2005, 71 (02)
[6]   Multiscale entropy analysis of human gait dynamics [J].
Costa, M ;
Peng, CK ;
Goldberger, AL ;
Hausdorff, JM .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2003, 330 (1-2) :53-60
[7]   Multiscale entropy analysis of complex physiologic time series [J].
Costa, M ;
Goldberger, AL ;
Peng, CK .
PHYSICAL REVIEW LETTERS, 2002, 89 (06) :1-068102
[8]   IMPAIRMENT OF NEUROMUSCULAR PROPAGATION DURING HUMAN FATIGUING CONTRACTIONS AT SUBMAXIMAL FORCES [J].
FUGLEVAND, AJ ;
ZACKOWSKI, KM ;
HUEY, KA ;
ENOKA, RM .
JOURNAL OF PHYSIOLOGY-LONDON, 1993, 460 :549-572
[9]   Motor unit discharge rate is not associated with muscle relaxation time in sustained submaximal contractions in humans [J].
Garland, SJ ;
Griffin, L ;
Ivanova, T .
NEUROSCIENCE LETTERS, 1997, 239 (01) :25-28
[10]   Fractal dynamics in physiology: Alterations with disease and aging [J].
Goldberger, AL ;
Amaral, LAN ;
Hausdorff, JM ;
Ivanov, PC ;
Peng, CK ;
Stanley, HE .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2002, 99 :2466-2472