Kinematic coordination in human gait: relation to mechanical energy cost.

Twenty-four subjects walked at different, freely chosen speeds (V) ranging from 0.4 to 2.6 m s-1, while the motion and the ground reaction forces were recorded in three-dimensional space. We considered the time course of the changes of the angles of elevation of the trunk, pelvis, thigh, shank, and foot in the sagittal plane. These angles specify the orientation of each segment with respect to the vertical and to the direction of forward progression. The changes of the trunk and pelvis angles are of limited amplitude and reflect the dynamics of both right and left lower limbs. The changes of the thigh, shank, and foot elevation are ample, and they are coupled tightly among each other. When these angles are plotted one versus the others, they describe regular loops constrained on a plane. The plane of angular covariation rotates, slightly but systematically, along the long axis of the gait loop with increasing V. The rotation, quantified by the change of the direction cosine of the normal to the plane with the thigh axis (u3t), is related to a progressive phase shift between the foot elevation and the shank elevation with increasing V. As a next step in the analysis, we computed the mass-specific mean absolute power (Pu) to obtain a global estimate of the rate at which mechanical work is performed during the gait cycle. When plotted on logarithmic coordinates, Pu increases linearly with V. The slope of this relationship varies considerably across subjects, spanning a threefold range. We found that, at any given V > 1 m s-1, the value of the plane orientation (u3t) is correlated with the corresponding value of the net mechanical power (Pu). On the average, the progressive rotation of the plane with increasing V is associated with a reduction of the increment of Pu that would occur if u3t remained constant at the value characteristic of low V. The specific orientation of the plane at any given speed is not the same in all subjects, but there is an orderly shift of the plane orientation that correlates with the net power expended by each subject. In general, smaller values of u3t tend to be associated with smaller values of Pu and vice versa. We conclude that the parametric tuning of the plane of angular covariation is a reliable predictor of the mechanical energy expenditure of each subject and could be used by the nervous system for limiting the overall energy expenditure.

[1]  Herbert Elftman,et al.  FORCES AND ENERGY CHANGES IN THE LEG DURING WALKING , 1939 .

[2]  André Thomas,et al.  Équilibre et équilibration , 1940 .

[3]  F. Plum Handbook of Physiology. , 1960 .

[4]  G. Cavagna,et al.  Mechanics of walking. , 1965, Journal of applied physiology.

[5]  D. Winter,et al.  Analysis of instantaneous energy of normal gait. , 1976, Journal of biomechanics.

[6]  A. Cappozzo,et al.  The interplay of muscular and external forces in human ambulation. , 1976, Journal of biomechanics.

[7]  G. Cavagna,et al.  Mechanical work and efficiency in level walking and running , 1977, The Journal of physiology.

[8]  Antonio Pedotti,et al.  Optimization of muscle-force sequencing in human locomotion , 1978 .

[9]  D. Winter A new definition of mechanical work done in human movement. , 1979, Journal of applied physiology: respiratory, environmental and exercise physiology.

[10]  T. McMahon,et al.  Ballistic walking. , 1980, Journal of biomechanics.

[11]  D. Winter,et al.  Mechanical energy generation, absorption and transfer amongst segments during walking. , 1980, Journal of biomechanics.

[12]  S. Grillner Control of Locomotion in Bipeds, Tetrapods, and Fish , 1981 .

[13]  J. F. Soechting,et al.  Invariant characteristics of a pointing movement in man , 1981, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[14]  O. Pompeiano,et al.  Convergence and interaction of neck and macular vestibular inputs on vestibulospinal neurons. , 1981, Journal of neurophysiology.

[15]  N. Heglund,et al.  Energetics and mechanics of terrestrial locomotion. , 1982, Annual review of physiology.

[16]  A. E. Chapman,et al.  Factors determining changes in lower limb energy during swing in treadmill running. , 1983, Journal of biomechanics.

[17]  P R Cavanagh,et al.  A model for the calculation of mechanical power during distance running. , 1983, Journal of biomechanics.

[18]  Y. Arshavsky,et al.  The cerebellum and control of rhythmical movements , 1983, Trends in Neurosciences.

[19]  D. Winter Biomechanical motor patterns in normal walking. , 1983, Journal of motor behavior.

[20]  F. Horak,et al.  Parsimony in Neural Calculations for Postural Movements , 1984 .

[21]  A. Thorstensson,et al.  Trunk movements in human locomotion. , 1984, Acta physiologica Scandinavica.

[22]  J. F. Soechting,et al.  Psychophysical determination of coordinate representation of human arm orientation , 1984, Neuroscience.

[23]  J. Halbertsma,et al.  Changes in leg movements and muscle activity with speed of locomotion and mode of progression in humans. , 1985, Acta physiologica Scandinavica.

[24]  O. I. Fukson,et al.  Adaptability of innate motor patterns and motor control mechanisms , 1986, Behavioral and Brain Sciences.

[25]  S Y Aleshinsky,et al.  An energy 'sources' and 'fractions' approach to the mechanical energy expenditure problem--I. Basic concepts, description of the model, analysis of a one-link system movement. , 1986, Journal of biomechanics.

[26]  H. Hemami,et al.  Modeling of a Neural Pattern Generator with Coupled nonlinear Oscillators , 1987, IEEE Transactions on Biomedical Engineering.

[27]  Ronald F. Zernicke,et al.  Predictions for neural control based on limb dynamics , 1987, Trends in Neurosciences.

[28]  R. Brand,et al.  The biomechanics and motor control of human gait: Normal, elderly, and pathological , 1992 .

[29]  G. McCollum,et al.  Invariant structure in locomotion , 1988, Neuroscience.

[30]  D G Stuart,et al.  Animal solutions to problems of movement control: the role of proprioceptors. , 1988, Annual review of neuroscience.

[31]  R. M. Alexander,et al.  Optimization and gaits in the locomotion of vertebrates. , 1989, Physiological reviews.

[32]  F. Lacquaniti Central representations of human limb movement as revealed by studies of drawing and handwriting , 1989, Trends in Neurosciences.

[33]  R. Schmidt,et al.  Changes in limb dynamics during the practice of rapid arm movements. , 1989, Journal of biomechanics.

[34]  E. Bizzi,et al.  Kinematic strategies and sensorimotor transformations in the wiping movements of frogs. , 1989, Journal of neurophysiology.

[35]  Giancarlo Ferrigno,et al.  Pattern recognition in 3D automatic human motion analysis , 1990 .

[36]  P R Cavanagh,et al.  Power equations in endurance sports. , 1990, Journal of biomechanics.

[37]  David A. Winter,et al.  Biomechanics and Motor Control of Human Movement , 1990 .

[38]  G Schöner,et al.  A synergetic theory of quadrupedal gaits and gait transitions. , 1990, Journal of theoretical biology.

[39]  W. Chapple,et al.  Kinematic analysis of the defense response in crayfish. , 1990, Journal of neurophysiology.

[40]  P. Cavanagh,et al.  Segment interactions within the swing leg during unloaded and loaded running. , 1990, Journal of biomechanics.

[41]  S. Grillner,et al.  Neuronal network generating locomotor behavior in lamprey: circuitry, transmitters, membrane properties, and simulation. , 1991, Annual review of neuroscience.

[42]  F A Mussa-Ivaldi,et al.  Computations underlying the execution of movement: a biological perspective. , 1991, Science.

[43]  Z. Hasan,et al.  Activity of wrist muscles elicited during imposed or voluntary movements about the elbow joint. , 1991, Journal of motor behavior.

[44]  C T Farley,et al.  A mechanical trigger for the trot-gallop transition in horses. , 1991, Science.

[45]  M. Pandy,et al.  Optimal muscular coordination strategies for jumping. , 1991, Journal of biomechanics.

[46]  M. Taussig The Nervous System , 1991 .

[47]  V. J. Wilson Vestibulospinal and neck reflexes: interaction in the vestibular nuclei. , 1991, Archives italiennes de biologie.

[48]  G E Caldwell,et al.  Estimates of mechanical work and energy transfers: demonstration of a rigid body power model of the recovery leg in gait. , 1992, Medicine and science in sports and exercise.

[49]  J F Soechting,et al.  Moving in three-dimensional space: frames of reference, vectors, and coordinate systems. , 1992, Annual review of neuroscience.

[50]  J. Massion Movement, posture and equilibrium: Interaction and coordination , 1992, Progress in Neurobiology.

[51]  Response of pontomedullary reticulospinal neurons to vestibular stimuli in vertical planes. Role in vertical vestibulospinal reflexes of the decerebrate cat. , 1992, Journal of neurophysiology.

[52]  Francesco Lacquaniti,et al.  Automatic control of limb movement and posture , 1992, Current Opinion in Neurobiology.

[53]  J. F. Soechting,et al.  Early stages in a sensorimotor transformation , 1992, Behavioral and Brain Sciences.

[54]  K. Pearson Common principles of motor control in vertebrates and invertebrates. , 1993, Annual review of neuroscience.

[55]  A Pedotti,et al.  Is the trunk a reference frame for calculating leg position? , 1993, Neuroreport.

[56]  R E Poppele,et al.  Broad directional tuning in spinal projections to the cerebellum. , 1993, Journal of neurophysiology.

[57]  C. Ghez,et al.  Loss of proprioception produces deficits in interjoint coordination. , 1993, Journal of neurophysiology.

[58]  D. Winter,et al.  Control of whole body balance in the frontal plane during human walking. , 1993, Journal of biomechanics.

[59]  F. Lacquaniti,et al.  Independent control of limb position and contact forces in cat posture. , 1994, Journal of neurophysiology.

[60]  V M Zatsiorsky,et al.  Tendon action of two-joint muscles: transfer of mechanical energy between joints during jumping, landing, and running. , 1994, Journal of biomechanics.

[61]  F. Lacquaniti,et al.  Coordinate transformations in the control of cat posture. , 1994, Journal of neurophysiology.

[62]  V. Dietz,et al.  Locomotor activity in spinal man , 1994, The Lancet.

[63]  C D Mah,et al.  Quantitative analysis of human movement synergies: constructive pattern analysis for gait. , 1994, Journal of motor behavior.

[64]  J. F. Soechting,et al.  Moving effortlessly in three dimensions: does Donders' law apply to arm movement? , 1995, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[65]  F. Lacquaniti,et al.  Representing spatial information for limb movement: role of area 5 in the monkey. , 1995, Cerebral cortex.

[66]  Linda B. Smith,et al.  A Dynamic Systems Approach to the Development of Cognition and Action , 2007, Journal of Cognitive Neuroscience.

[67]  J M Macpherson,et al.  Determinants of postural orientation in quadrupedal stance , 1995, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[68]  G. Cavagna,et al.  External, internal and total work in human locomotion. , 1995, The Journal of experimental biology.

[69]  G McCollum,et al.  Forms of early walking. , 1995, Journal of theoretical biology.

[70]  R. Poppele,et al.  Kinematic analysis of cat hindlimb stepping. , 1995, Journal of neurophysiology.

[71]  R. Poppele,et al.  Representation of passive hindlimb postures in cat spinocerebellar activity. , 1996, Journal of neurophysiology.

[72]  J. Soechting,et al.  Somatosensory cortical activity in relation to arm posture: nonuniform spatial tuning. , 1996, Journal of neurophysiology.

[73]  R E Poppele,et al.  Temporal features of directional tuning by spinocerebellar neurons: relation to limb geometry. , 1996, Journal of neurophysiology.

[74]  J. Macpherson,et al.  Two functional muscle groupings during postural equilibrium tasks in standing cats. , 1996, Journal of neurophysiology.

[75]  N. A. Borghese,et al.  Kinematic determinants of human locomotion. , 1996, The Journal of physiology.

[76]  S. Scott,et al.  Reaching movements with similar hand paths but different arm orientations. I. Activity of individual cells in motor cortex. , 1997, Journal of neurophysiology.

[77]  Paul S. G. Stein Scratch reflex , 1998 .

[78]  Ferdinando A. Mussa-Ivaldi Geometrical principles in motor control , 1998 .

[79]  N. Kopell Chains of coupled oscillators , 1998 .

[80]  A. Pedotti,et al.  A study of motor coordination and neuromuscular activities in human locomotion , 1977, Biological Cybernetics.