Spatial and Temporal Asymmetries in Gait Predict Split-Belt Adaptation Behavior in Stroke

Background. Step asymmetries during gait in persons after stroke can occur in temporal or spatial domains. Prior studies have shown that split-belt locomotor adaptation can temporarily mitigate these asymmetries. Objective. We investigated whether baseline gait asymmetries affected how patients adapt and store new walking patterns. Methods. Subjects with stroke and age-matched controls were studied walking at a 2:1 speed ratio on the split-belt during adaptation and assessed for retention of the learned pattern (the after-effect) with both belts at the same speed. Results. Those with stroke adapted more slowly (P < .0001), though just as much as healthy older adults. During split-belt walking, the participants with stroke adapted toward their baseline asymmetry (eg, F = 14.02, P < .01 for step symmetry), regardless of whether the subsequent after-effects improved or worsened their baseline step asymmetries. No correlation was found between baseline spatial and temporal measures of asymmetry (P = .38). Last, the initial spatial and temporal asymmetries predicted after-effects independently of one another. The after-effects in the spatial domain (ie, center of oscillation difference) are only predicted by center of oscillation difference baseline (F = 15.3, P = .001), while all other parameters were nonsignificant (all Ps > .17). Temporal coordination (ie, phasing) after-effects showed a significant effect only from phasing baseline (F = 26.92, P < .001, all others P > .33). Conclusion. This work demonstrates that stroke patients adapt toward their baseline temporal and spatial asymmetries of walking independently of one another. We define how a given split-belt training session would affect asymmetries in these domains, which must be considered when developing rehabilitation interventions for stroke patients.

[1]  Manoj Srinivasan,et al.  Fifteen observations on the structure of energy-minimizing gaits in many simple biped models , 2011, Journal of The Royal Society Interface.

[2]  Danny Rafferty,et al.  Metabolic Cost of Overground Gait in Younger Stroke Patients and Healthy Controls , 2006 .

[3]  Hannah J. Block,et al.  Interlimb coordination during locomotion: what can be adapted and stored? , 2005, Journal of neurophysiology.

[4]  W. T. Thach,et al.  Throwing while looking through prisms. II. Specificity and storage of multiple gaze-throw calibrations. , 1996, Brain : a journal of neurology.

[5]  T. Drew,et al.  Cortical and brainstem control of locomotion. , 2004, Progress in brain research.

[6]  Richard W. Bohannon,et al.  Treatment Interventions for the Paretic Upper Limb of Stroke Survivors: A Critical Review , 2003, Neurorehabilitation and neural repair.

[7]  JoAnne K. Gronley,et al.  Classification of walking handicap in the stroke population. , 1995, Stroke.

[8]  Chao Qian,et al.  Population , 1940, State Rankings 2020: A Statistical View of America.

[9]  Lorna Paul,et al.  Metabolic cost of over ground gait in younger stroke patients and healthy controls. , 2006, Medicine and science in sports and exercise.

[10]  Amy J Bastian,et al.  Split-Belt Treadmill Training Poststroke: A Case Study , 2010, Journal of neurologic physical therapy : JNPT.

[11]  Susanne M Morton,et al.  Poststroke Hemiparesis Impairs the Rate but not Magnitude of Adaptation of Spatial and Temporal Locomotor Features , 2013, Neurorehabilitation and neural repair.

[12]  N. Crabtree,et al.  Ambulatory level and asymmetrical weight bearing after stroke affects bone loss in the upper and lower part of the femoral neck differently: bone adaptation after decreased mechanical loading. , 2000, Bone.

[13]  Amy J Bastian,et al.  Walking flexibility after hemispherectomy: split-belt treadmill adaptation and feedback control. , 2009, Brain : a journal of neurology.

[14]  Kelly A Danks,et al.  Repeated Split-Belt Treadmill Training Improves Poststroke Step Length Asymmetry , 2013, Neurorehabilitation and neural repair.

[15]  Julia T. Choi,et al.  Adaptation reveals independent control networks for human walking , 2007, Nature Neuroscience.

[16]  Chitralakshmi K. Balasubramanian,et al.  Relationship between step length asymmetry and walking performance in subjects with chronic hemiparesis. , 2007, Archives of physical medicine and rehabilitation.

[17]  Amy J Bastian,et al.  How does the motor system correct for errors in time and space during locomotor adaptation? , 2012, Journal of neurophysiology.

[18]  James M. Finley,et al.  Learning to be economical: the energy cost of walking tracks motor adaptation , 2013, The Journal of physiology.

[19]  Kara K. Patterson,et al.  Gait asymmetry in community-ambulating stroke survivors. , 2008, Archives of physical medicine and rehabilitation.

[20]  J. Krakauer Motor learning: its relevance to stroke recovery and neurorehabilitation. , 2006, Current opinion in neurology.

[21]  Kara K. Patterson,et al.  Gait symmetry and velocity differ in their relationship to age. , 2012, Gait & posture.

[22]  Sten Grillner,et al.  Biological Pattern Generation: The Cellular and Computational Logic of Networks in Motion , 2006, Neuron.

[23]  Leonardo G. Cohen,et al.  Noninvasive brain stimulation in stroke rehabilitation , 2006, NeuroRX.

[24]  A. Bastian,et al.  Thinking about walking: effects of conscious correction versus distraction on locomotor adaptation. , 2010, Journal of neurophysiology.

[25]  S. M. Morton,et al.  Cerebellar Contributions to Locomotor Adaptations during Splitbelt Treadmill Walking , 2006, The Journal of Neuroscience.

[26]  A. Fugl-Meyer,et al.  The post-stroke hemiplegic patient. 1. a method for evaluation of physical performance. , 1975, Scandinavian journal of rehabilitation medicine.

[27]  Amy J Bastian,et al.  Split-belt treadmill adaptation shows different functional networks for fast and slow human walking. , 2010, Journal of neurophysiology.

[28]  Sunil K. Agrawal,et al.  Gait Training After Stroke: A Pilot Study Combining a Gravity-Balanced Orthosis, Functional Electrical Stimulation, and Visual Feedback , 2008, Journal of neurologic physical therapy : JNPT.

[29]  D. Reisman,et al.  Split-Belt Treadmill Adaptation Transfers to Overground Walking in Persons Poststroke , 2009, Neurorehabilitation and neural repair.

[30]  L. Nyberg,et al.  Patient falls in stroke rehabilitation. A challenge to rehabilitation strategies. , 1995, Stroke.

[31]  Amy J Bastian,et al.  Seeing Is Believing: Effects of Visual Contextual Cues on Learning and Transfer of Locomotor Adaptation , 2010, The Journal of Neuroscience.

[32]  Erin V. L. Vasudevan,et al.  Younger Is Not Always Better: Development of Locomotor Adaptation from Childhood to Adulthood , 2011, The Journal of Neuroscience.

[33]  Davide Cattaneo,et al.  Reliability and validity of the dynamic gait index in persons with chronic stroke. , 2007, Archives of physical medicine and rehabilitation.

[34]  L. Diller,et al.  Evidence for accident-prone behavior in hemiplegic patients. , 1970, Archives of physical medicine and rehabilitation.

[35]  D. Reisman,et al.  Locomotor adaptation on a split-belt treadmill can improve walking symmetry post-stroke. , 2007, Brain : a journal of neurology.