An EMG-driven model of the upper extremity and estimation of long head biceps force

An electromyography (EMG) driven model of the upper extremity has been developed that incorporates musculoskeletal geometry of the glenohumeral and elbow joints, estimated relevant physiologic muscle parameters including optimal muscle lengths, and EMG activity. The model is designed to predict forces in muscles spanning the glenohumeral joint resulting from functionally relevant tasks. The model is composed of four sub-models that comprise a mathematical as well as graphical three-dimensional representation of the upper extremity: a musculoskeletal model for estimation of muscle-tendon lengths and moment arms, a Hill-based muscle force model, a model for estimating optimal muscle lengths, and a model for estimation of muscle activation from EMG signal of the biceps. The purpose of this paper is to describe the components of the model, as well as the data required to drive the model. Collection of data is described in the context of applying the model to determine biceps muscle forces for testing of functional tasks. Results obtained from applying the model to analyze the functional tasks are summarized, and model strengths and limitations are discussed.

[1]  C. D. Mote,et al.  In vivo finger flexor tendon force while tapping on a keyswitch , 1999, Journal of orthopaedic research : official publication of the Orthopaedic Research Society.

[2]  D. Winter,et al.  Predictions of knee and ankle moments of force in walking from EMG and kinematic data. , 1985, Journal of biomechanics.

[3]  E Y Chao,et al.  Three-dimensional rotation of the elbow. , 1978, Journal of biomechanics.

[4]  R. Norman,et al.  Comparison of muscle forces and joint load from an optimization and EMG assisted lumbar spine model: towards development of a hybrid approach. , 1995, Journal of biomechanics.

[5]  Frans C. T. van der Helm,et al.  A standardized protocol for motion recordings of the shoulder , 2002 .

[6]  E Viikari-Juntura,et al.  Load-sharing patterns in the shoulder during isometric flexion tasks. , 1995, Journal of biomechanics.

[7]  K. Nishimoto,et al.  Electromyographic Analysis of Shoulder Joint Function of the Biceps Brachii Muscle During Isometric Contraction , 1998, Clinical orthopaedics and related research.

[8]  Terry K K Koo,et al.  In vivo determination of subject-specific musculotendon parameters: applications to the prime elbow flexors in normal and hemiparetic subjects. , 2002, Clinical biomechanics.

[9]  F. Savoie,et al.  Anterior superior instability with rotator cuff tearing: SLAC lesion. , 2001, The Orthopedic cllinics of North America.

[10]  R. L. Watts,et al.  Elastic properties of muscles measured at the elbow in man: II. Patients with parkinsonian rigidity. , 1986, Journal of neurology, neurosurgery, and psychiatry.

[11]  S. O’Brien,et al.  The Active Compression Test: A New and Effective Test for Diagnosing Labral Tears and Acromioclavicular Joint Abnormality , 1998, The American journal of sports medicine.

[12]  J. Ahn,et al.  Biceps load test II: A clinical test for SLAP lesions of the shoulder. , 2001, Arthroscopy : the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association.

[13]  W. Marras,et al.  An EMG-assisted model of loads on the lumbar spine during asymmetric trunk extensions. , 1993, Journal of biomechanics.

[14]  S. Delp,et al.  The isometric functional capacity of muscles that cross the elbow. , 2000, Journal of biomechanics.

[15]  R. L. Watts,et al.  Elastic properties of muscles measured at the elbow in man: I. Normal controls. , 1986, Journal of neurology, neurosurgery, and psychiatry.

[16]  K. An,et al.  Optimum length of muscle contraction. , 1997, Clinical biomechanics.

[17]  K. An,et al.  Incorporation of muscle architecture into the muscle length-tension relationship. , 1989, Journal of biomechanics.

[18]  K. An,et al.  Changes of elbow muscle moment arms after total elbow arthroplasty. , 1994, Journal of shoulder and elbow surgery.

[19]  H. Hatze,et al.  Estimation of myodynamic parameter values from observations on isometrically contracting muscle groups , 2004, European Journal of Applied Physiology and Occupational Physiology.

[20]  S. Delp,et al.  Variation of muscle moment arms with elbow and forearm position. , 1995, Journal of biomechanics.

[21]  W P Cooney,et al.  Flexor tendon forces: in vivo measurements. , 1992, The Journal of hand surgery.

[22]  G L Soderberg,et al.  Electromyographic activity of selected shoulder muscles in commonly used therapeutic exercises. , 1993, Physical therapy.

[23]  F.C.T. van der Helm,et al.  A finite element musculoskeletal model of the shoulder mechanism. , 1994 .

[24]  F. V. D. van der Helm,et al.  Geometry parameters for musculoskeletal modelling of the shoulder system. , 1992, Journal of biomechanics.

[25]  R. Norman,et al.  1986 Volvo Award in Biomechanics: Partitioning of the L4 - L5 Dynamic Moment into Disc, Ligamentous, and Muscular Components During Lifting , 1986, Spine.

[26]  F. V. D. van der Helm,et al.  Modelling the mechanical effect of muscles with large attachment sites: application to the shoulder mechanism. , 1991, Journal of biomechanics.

[27]  M. Friedman,et al.  SLAP lesions of the shoulder. , 1990, Arthroscopy : the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association.

[28]  V R Edgerton,et al.  Specific tension of human elbow flexor muscles. , 1990, Acta physiologica Hungarica.

[29]  An Electromyographic Analysis of the Shoulder During a Medicine Ball Rehabilitation Program , 1996, The American journal of sports medicine.

[30]  M P Kadaba,et al.  A kinematic and electromyographic study of shoulder rehabilitation exercises. , 1993, Clinical orthopaedics and related research.

[31]  K. R. Kaufman,et al.  Physiological prediction of muscle forces—I. Theoretical formulation , 1991, Neuroscience.

[32]  F. V. D. van der Helm,et al.  Three-dimensional recording and description of motions of the shoulder mechanism. , 1995, Journal of biomechanical engineering.

[33]  P. A. Huijing,et al.  Influence of muscle architecture on the length-force diagram of mammalian muscle , 1983, Pflügers Archiv.

[34]  K. An,et al.  Identification of optimal strategies for increasing whole arm strength using Karush-Kuhn-Tucker multipliers. , 1999, Clinical biomechanics.

[35]  W Z Rymer,et al.  Joint dependent passive stiffness in paretic and contralateral limbs of spastic patients with hemiparetic stroke. , 1995, Journal of neurology, neurosurgery, and psychiatry.

[36]  G. W. Lange,et al.  Electromyographic Activity and Applied Load During Shoulder Rehabilitation Exercises Using Elastic Resistance , 1998, The American journal of sports medicine.

[37]  R. Stein,et al.  Frequency response of human soleus muscle. , 1976, Journal of neurophysiology.

[38]  G. Moskowitz,et al.  Passive and active components of the internal moment developed about the ankle joint during human ambulation. , 1984, Journal of biomechanics.

[39]  T. Muneta,et al.  A New Pain Provocation Test for Superior Labral Tears of the Shoulder , 1999, The American journal of sports medicine.

[40]  D Karlsson,et al.  Towards a model for force predictions in the human shoulder. , 1992, Journal of biomechanics.

[41]  G Sjøgaard,et al.  A model predicting individual shoulder muscle forces based on relationship between electromyographic and 3D external forces in static position. , 1998, Journal of biomechanics.

[42]  Richard E. Hughes,et al.  A method for measuring Euler rotation angles and helical axis of upper arm motion , 2002 .

[43]  R. L. Linscheid,et al.  Muscles across the elbow joint: a biomechanical analysis. , 1981, Journal of biomechanics.

[44]  E S Growney,et al.  EMG analysis of shoulder positioning in testing and strengthening the supraspinatus. , 1996, Medicine and science in sports and exercise.

[45]  Frank W. Jobe,et al.  EMG analysis of the scapular muscles during a shoulder rehabilitation program , 1992, The American journal of sports medicine.

[46]  H. Hatze A general myocybernetic control model of skeletal muscle , 1978, Biological Cybernetics.

[47]  P. A. Huijing,et al.  Influence of muscle architecture on the length-force diagram , 1983, Pflügers Archiv.

[48]  A R Karduna,et al.  Dynamic measurements of three-dimensional scapular kinematics: a validation study. , 2001, Journal of biomechanical engineering.

[49]  K. An,et al.  Monte Carlo simulation of a planar shoulder model , 1997, Medical and Biological Engineering and Computing.

[50]  D. Dowson,et al.  Muscle Strengths and Musculoskeletal Geometry of the Upper Limb , 1979 .

[51]  Peter E. Pidcoe THE IMPACT OF ELECTROMAGNETIC KINEMATIC TRACKING SYSTEM INTERFERENCE ON EMG DATA USED TO DETERMINE MUSCLE ONSETS , 1990 .

[52]  J. Ekholm,et al.  Shoulder muscle EMG and resisting moment during diagonal exercise movements resisted by weight-and-pulley-circuit. , 1978, Scandinavian journal of rehabilitation medicine.

[53]  R. D. Woittiez,et al.  A three‐dimensional muscle model: A quantified relation between form and function of skeletal muscles , 1984, Journal of morphology.