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1.
Neuroscience ; 551: 229-236, 2024 Jul 23.
Article in English | MEDLINE | ID: mdl-38843986

ABSTRACT

Prism adaptation (PA) induces the after-effects of adapted tasks and transfers after-effects of non-adapted tasks, in which PA with pointing movements transfers to postural displacement during eyes-closed standing. However, the neural mechanisms underlying the transfer of PA after-effects on standing postural displacement remain unclear. The present study investigated the region-specific effects of transcranial direct current stimulation (tDCS) over the posterior parietal cortex (PPC) and cerebellum during prism exposure (PE) on standing postural displacement in healthy adults. Forty-two healthy young adults were grouped into pointing during PE with cathodal tDCS over the right PPC, anodal tDCS over the right cerebellum, and sham tDCS groups. They received 20 min of tDCS, during which they pointed to the visual targets while wearing prism lenses with a leftward visual shift (30 diopters) for 15 min. During the early PE, the pointing errors in the cerebellum group were significantly displaced more accurately toward the targets than those in the PPC group. However, after leftward PE, all groups had similar rightward displacements of the straight-ahead pointing with eyes closed. The PPC group only exhibited significant rightward center-of-pressure displacement during eyes-closed standing with feet-closed after leftward PE. The perception of longitudinal body axis rotation, as an indicator of the subjective body vertical axis, did not differ significantly between the pre- and post-evaluations in all groups. These results show that the PPC during PE could make an important neural contribution to inducing transfer of PA after-effect on standing postural displacement.


Subject(s)
Adaptation, Physiological , Cerebellum , Parietal Lobe , Postural Balance , Transcranial Direct Current Stimulation , Humans , Male , Parietal Lobe/physiology , Female , Transcranial Direct Current Stimulation/methods , Young Adult , Adaptation, Physiological/physiology , Cerebellum/physiology , Postural Balance/physiology , Adult , Posture/physiology , Visual Perception/physiology , Psychomotor Performance/physiology
2.
Exp Brain Res ; 242(7): 1533-1541, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38733383

ABSTRACT

Prism adaptation (PA) affects visuospatial attention such as spatial orienting in both the right and left hemifields; however, the systematic after-effects of PA on visuospatial attention remain unclear. Visuospatial attention can be affected by non-spatial attentional factors, and postural control difficulty, which delays the reaction time (RT) to external stimulation, may be one such factor. Therefore, we aimed to investigate the influence of postural control difficulty on changes in spatial orienting of attention after leftward PA. Seventeen healthy young adults underwent 15-min and 5-min PA procedures for a leftward visual shift (30 diopters). Participants underwent the Posner cueing test immediately before (pre-evaluation) and in between and after the PA procedures (post-evaluations) while standing barefoot on the floor (normal standing condition) and on a balance-disc (balance standing condition). In the pre-evaluation, RTs in the balance standing condition were significantly longer compared to those in the normal standing condition for targets appearing in both the right and left hemifields. Leftward PA improved the RT for targets appearing in the right, but no left, hemifield in the balance standing condition, such that RTs for targets in the right hemifield in the post-evaluation were not significantly different between the two standing conditions. However, leftward PA did not significantly change RTs for targets in both hemifields in the normal standing condition. Therefore, postural control difficulty may enhance sensitivity to the features of the visuospatial cognitive after-effects of leftward PA.


Subject(s)
Adaptation, Physiological , Attention , Orientation, Spatial , Postural Balance , Reaction Time , Space Perception , Humans , Male , Young Adult , Female , Postural Balance/physiology , Adult , Attention/physiology , Adaptation, Physiological/physiology , Reaction Time/physiology , Space Perception/physiology , Orientation, Spatial/physiology , Visual Perception/physiology , Psychomotor Performance/physiology
3.
Neurosci Lett ; 814: 137470, 2023 09 25.
Article in English | MEDLINE | ID: mdl-37660979

ABSTRACT

Prism adaptation (PA) is a sensorimotor adaptation paradigm that induces after-effects of adapted tasks and transfer after-effects of non-adapted tasks. Previous studies showed inconsistent results of transfer after-effects of adaptation to a leftward prismatic shift on the center-of-pressure (COP) displacement during eyes-closed standing. Challenging balance during PA increases the generalization of the internal model to untrained movements, resulting in increased transfer after-effects. The present study aimed to investigate the transfer after-effects of PA with challenging balance on standing postural displacement. Thirty healthy young adults were grouped into floor standing and balance-disc standing groups during leftward PA and pointed to targets while adapting to a leftward visual shift (30 diopters) for 20 min. After leftward PA, both groups had a significant rightward displacement of straight-ahead pointing with eyes closed. However, the COP position during eyes-closed standing with feet-closed was significantly displaced rightward only in the balance-disc standing group after leftward PA. These results show that challenging balance might increase the somatosensory and proprioceptive information for standing postural control, resulting in increased transfer after-effects of leftward PA on rightward standing postural displacement.


Subject(s)
Postural Balance , Proprioception , Young Adult , Humans , Eye , Foot , Movement
4.
Neurosci Lett ; 804: 137214, 2023 05 01.
Article in English | MEDLINE | ID: mdl-36990269

ABSTRACT

While dual-task walking with additional cognitive tasks may decrease walking performance, many studies have also shown increases in walking performance during dual tasks, especially as cognitive load increases. However, the neural mechanisms that cause changes in postural control during dual tasks according to the difference in cognitive load remain unclear. Therefore, this study aimed to investigate the influence of different cognitive loads on the neural control of muscle activity during dual-task walking using intra- and intermuscular coherence analyses. Eighteen healthy young adults were subjected to treadmill walking measurements in a single-task condition (normal walking without cognitive load) and two dual-task conditions (watching digits and digit 2-back task) with the measurements of reaction time to auditory stimulation. During walking with the digit 2-back task, stride-time variability was significantly reduced compared to that during normal walking, and reaction time was significantly delayed compared to those during normal walking and walking with watching digits. The peak value of the tibialis anterior intramuscular coherence in the beta band (15-35 Hz) significantly increased during walking with the digit 2-back task than that during walking with watching digits. The present results suggest that young adults can increase their central common neural drive and decrease their walking variability for concentration on cognitive tasks during dual-task walking.


Subject(s)
Ankle , Gait , Young Adult , Humans , Gait/physiology , Walking/physiology , Muscles , Cognition/physiology
5.
J Neurophysiol ; 128(5): 1324-1336, 2022 11 01.
Article in English | MEDLINE | ID: mdl-36259669

ABSTRACT

Rhythmic auditory stimulation (RAS) improves gait symmetry in neurological patients with asymmetric gait patterns. However, whether RAS can accelerate gait adaptation remains unclear. This study aimed to investigate whether RAS during gait adaptation can enhance learning aftereffects and savings of gait symmetries. Furthermore, we investigated the differences in the coherence of paired surface electromyographic (EMG) recordings during gait adaptation between with and without RAS. Nineteen healthy young adults were subjected to continuous treadmill gait with swing phase perturbation (adaptation period) with or without RAS (RAS or no-RAS condition) for 5 or 10 min (short- or long-time condition), without the perturbation for 5 min (de-adaptation period), and with the perturbation for another 5 min (re-adaptation period). Swing phase and step length symmetries were significantly greater in the RAS conditions than in the no-RAS conditions during the adaptation period. Learning aftereffects and savings of gait symmetries were significantly greater in the RAS conditions than in the no-RAS conditions in the early de-adaptation and re-adaptation periods, respectively. There were no significant differences in savings in the early re-adaptation period between the short- and long-time conditions in the RAS condition. EMG-EMG coherence in the rectus femoris muscle in the ß band (15-35 Hz) on the perturbed side was significantly lower during the early adaptation period in the RAS than in the no-RAS conditions. Therefore, RAS may enhance learning efficiency by reducing common neural drives from a cortical structure during gait adaptation, which could induce high savings of a learned gait pattern, even within short-time periods.NEW & NOTEWORTHY RAS during gait adaptation against swing phase perturbation enhances learning aftereffects and savings of gait symmetries. EMG-EMG coherence in the rectus femoris muscle in the ß band on the perturbed side during the swing phase was significantly lower in the RAS than in the no-RAS conditions during the early adaptation period. These results support the application of RAS as external feedback to improve gait symmetry during gait adaptation in the rehabilitation of neurological patients.


Subject(s)
Adaptation, Physiological , Gait , Humans , Young Adult , Acoustic Stimulation , Gait/physiology , Adaptation, Physiological/physiology , Lower Extremity , Muscles , Walking/physiology , Electromyography
6.
Exp Brain Res ; 240(3): 871-886, 2022 Mar.
Article in English | MEDLINE | ID: mdl-35075496

ABSTRACT

Different neural contributions to motor learning might be involved when different error sizes of perturbation are introduced. Although the corticospinal drive contributes to abrupt gait adaptation processes, no studies have investigated whether cortical involvement during gait differs between perturbations applied abruptly and gradually. This study aimed to investigate the differences in oscillatory common neural drives to ankle muscles during gait between abrupt and gradual adaptations, using coherence analyses of paired surface electromyographic (EMG) recordings. Sixteen healthy young adults performed the treadmill gait with perturbation resisting forward movement of the swing leg for 10 min under two conditions: abrupt (a large perturbation from the beginning of the adaptation period) and gradual (a series of small perturbations that gradually increased). Swing phase duration and step length showed significantly greater asymmetry in the abrupt condition than in the gradual condition in the early adaptation period (p < 0.01), despite no significant differences in gait symmetries between the two conditions in the early post-adaptation period. EMG-EMG coherence calculated from the tibialis anterior muscle in the beta band (15-35 Hz) on the perturbed side was significantly higher in the early adaptation period in the abrupt condition (p < 0.05), but not in the gradual condition. There were significant relationships between changes in temporal gait symmetry and EMG-EMG coherence during the different adaptation periods between the two conditions (p < 0.05). The abrupt large perturbation seems to require a cortical involvement, whereas a gradual adaptation with small gait asymmetry requires no modulation of cortical involvement.


Subject(s)
Ankle , Gait , Adaptation, Physiological/physiology , Electromyography , Gait/physiology , Humans , Muscle, Skeletal/physiology , Young Adult
7.
Int J Rehabil Res ; 44(2): 152-158, 2021 06 01.
Article in English | MEDLINE | ID: mdl-33724970

ABSTRACT

To compare the effects of gait trainings targeting the stance (stance training) and the swing phases (swing training) among the subjects with stroke, and quantify the characteristics in the subjects who benefitted from either the stance training or the swing training. Sixteen subjects with stroke performed the stance training, which focused on the center of pressure to move from the heel to the forefoot, and the swing training, which focused on the improvement of hip flexion in the swing phase. To investigate the immediate effects of the stance training and the swing training, the instrumented gait analysis was performed before and after training. To quantify the characteristics, subjects were divided into two groups based on the gait speed change. These two groups were compared using clinical examinations. After the stance training, the center of pressure displacement of the paretic limb was increased compared with the swing training. Subjects who benefitted from the stance training had slower Timed Up and Go and weaker paretic hip muscle strength than those who benefitted from the swing training. Stance training may be more effective in subjects with slower Timed Up and Go outcomes and weaker hip muscles.


Subject(s)
Biomechanical Phenomena/physiology , Gait/physiology , Stroke/physiopathology , Walking Speed/physiology , Walking/physiology , Aged , Aged, 80 and over , Cross-Over Studies , Female , Humans , Male , Middle Aged
8.
Eur J Neurosci ; 52(12): 4791-4802, 2020 12.
Article in English | MEDLINE | ID: mdl-32726506

ABSTRACT

Non-invasive brain stimulation has been of interest as a therapeutic tool to modulate cortical excitability. However, there is little evidence that oscillatory brain stimulation can modulate the cortical control of muscle activities during gait, which can be assessed using coherence analysis of paired surface electromyographic (EMG) recordings. This study aimed to investigate the effects of gait-combined transcranial alternating current stimulation (tACS) at the gait cycle frequency on the cortical control of muscle activities during gait using EMG-EMG coherence analysis. Fourteen healthy young adults participated in this study. All participants underwent 2 test conditions (real tACS and sham stimulation over the leg area of the primary motor cortex during 10-min treadmill walking). The average peak-to-peak amplitudes of the motor evoked potentials (MEPs) from the tibialis anterior (TA) and lateral gastrocnemius muscles in the sitting position and EMG-EMG coherences in the TA muscle, triceps surae muscles, quadriceps muscles, and hamstring muscles during gait were measured before and after stimulation. Entrainment effect was significantly higher during real tACS than during sham stimulation. After real tACS, the MEP amplitude and beta band (13-33 Hz) coherence area increased in the TA muscle. The change in MEP amplitude from the TA muscle was positively correlated with the change in beta band coherence area in the TA muscle. Gait-combined tACS can modulate the strength of descending neural drive to TA motoneurons during gait. This suggests that oscillatory brain stimulation is a useful therapeutic tool to modulate the cortical control of muscle activities during gait.


Subject(s)
Transcranial Direct Current Stimulation , Electromyography , Evoked Potentials, Motor , Gait , Humans , Muscle, Skeletal , Transcranial Magnetic Stimulation , Young Adult
9.
Neurosci Res ; 156: 256-264, 2020 Jul.
Article in English | MEDLINE | ID: mdl-31726081

ABSTRACT

The present study aimed to investigate the long-term effects of gait intervention with transcranial alternating current stimulation (tACS) synchronized with gait cycle frequency on the cortical control of muscle activity during gait, using coherence analyses, in patients after stroke. Eight chronic post-stroke patients participated in a single-blinded crossover study, and 7 patients completed the long-term intervention. Each patient received tACS over the primary motor cortex foot area on the affected side, which was synchronized with individual gait cycle frequency, and sham stimulation during treadmill gait in a random order. Electrical neuromuscular stimulation was used to assist the paretic ankle movement in both conditions. After gait intervention with tACS, beta band (15-35 Hz) coherence, which is considered to have a cortical origin, significantly increased in the paretic tibialis anterior (TA) muscle during 6-min of over-ground gait. The change in beta band coherence in the paretic TA muscle was positively correlated with the change in gait distance. These results indicate that gait intervention with tACS synchronized with gait cycle frequency may induce gait-specific plasticity that modulates the common neural drive to the TA motoneurons on the paretic side during gait and leads to changes in gait function in patients after stroke.


Subject(s)
Stroke Rehabilitation , Stroke , Ankle , Cross-Over Studies , Electromyography , Gait , Humans , Muscle, Skeletal , Pilot Projects , Stroke/complications , Stroke/therapy
10.
NeuroRehabilitation ; 45(4): 493-499, 2019 Dec 18.
Article in English | MEDLINE | ID: mdl-31868698

ABSTRACT

BACKGROUND: Disturbed lower limb coordination is thought to limit gait ability in patients with stroke. However, the relationship of lower limb coordination with gait kinematics and physical function has not yet been clarified. OBJECTIVE: The purpose of the study was to clarify the gait kinematic and physical function variables that most affect intralimb coordination by using the continuous relative phase (CRP) between the thigh and shank. METHODS: Fifteen participants with stroke were enrolled in this study. Kinematic and kinetic measurements were recorded during gait at preferred speeds. CRP was defined as the difference between the thigh and shank phase angles. RESULTS: Stepwise analysis revealed that non-paretic CRP during the propulsive phase was a determinant of gait speed. The paretic knee extension and flexion angles were determinants of the CRP during the propulsive phase in the non-paretic limb. Stepwise analysis showed that the paretic knee extension angle was a determinant of the CRP during the propulsive phase in the paretic limb. Stepwise analysis revealed that the paretic knee extensor muscle strength was a determinant of the CRP during the propulsive phase in both limbs. CONCLUSIONS: Our study indicates that improvement in knee movement during the stance phase may improve coordination.


Subject(s)
Stroke/physiopathology , Walking Speed , Biomechanical Phenomena , Female , Humans , Lower Extremity/physiopathology , Male , Middle Aged , Muscle Strength , Muscle, Skeletal/physiopathology , Range of Motion, Articular
11.
Stroke ; 50(11): 3205-3212, 2019 11.
Article in English | MEDLINE | ID: mdl-31500557

ABSTRACT

Background and Purpose- Gait disturbance is one of serious impairments lowering activity of daily life in poststroke patients. The patients often show reduced hip and knee joint flexion and ankle dorsiflexion of the lower limbs during the swing phase of gait, which is partly controlled by the primary motor cortex (M1). In the present study, we investigated whether gait-synchronized rhythmic brain stimulation targeting swing phase-related M1 activity can improve gait function in poststroke patients. Methods- Eleven poststroke patients in the chronic phase participated in this single-blind crossover study. Each patient received oscillatory transcranial direct current stimulation over the affected M1 foot area and sham stimulation during treadmill gait. The brain stimulation was synchronized with individual gait rhythm, and the electrical current peaks reached immediately before initiation of the swing phase of the paretic lower limb. Ankle dorsiflexion was assisted by electrical neuromuscular stimulation in both real and sham conditions. Results- Regarding the effects of a single intervention, the speed of self-paced gait was significantly increased after oscillatory transcranial direct current stimulation, but not after sham stimulation (paired t test, P=0.009). After we administered the intervention repeatedly, self- and maximally paced gait speed and timed up and go test performance were significantly improved (self-paced: F(1,21)=8.91, P=0.007, maximally paced: F(1,21)=7.09, P=0.015 and timed up and go test: F(1,21)=12.27, P=0.002), along with improved balance function and increased joint flexion of the paretic limbs during gait. Conclusions- These findings suggest that rhythmic brain stimulation synchronized with gait rhythm might be a promising approach to induce gait recovery in poststroke patients. Clinical Trial Registration- URL: https://www.umin.ac.jp/ctr/. Unique identifier: UMIN000013676.


Subject(s)
Gait Disorders, Neurologic , Gait , Postural Balance , Recovery of Function , Stroke , Transcranial Direct Current Stimulation , Aged , Cross-Over Studies , Female , Gait Disorders, Neurologic/etiology , Gait Disorders, Neurologic/physiopathology , Gait Disorders, Neurologic/therapy , Humans , Male , Middle Aged , Motor Cortex/physiopathology , Pilot Projects , Single-Blind Method , Stroke/complications , Stroke/physiopathology , Stroke/therapy
12.
Pediatr Phys Ther ; 30(1): 34-38, 2018 01.
Article in English | MEDLINE | ID: mdl-29252834

ABSTRACT

PURPOSE: Children with cerebral palsy have motor dysfunctions, which are mainly associated with the loss of motor coordination. For the assessment of motor coordination, muscle synergies calculated by nonnegative matrix factorization have been investigated. However, the characteristics of muscle synergies in children with cerebral palsy are not understood. METHODS: This study compared the number of muscle synergies during gait between children with cerebral palsy and children with typical development and clarified whether certain clinical parameters differed according to the number of synergies. RESULTS: Children with cerebral palsy had significantly fewer synergies than children developing typically. The extent of spasticity and gait kinetics differed according to the number of synergies. CONCLUSION: Increases in the number of synergies are limited by severe spasticity. The muscle synergies calculated by nonnegative matrix factorization have the potential to enable the quantification of motor coordination during gait.


Subject(s)
Cerebral Palsy/physiopathology , Gait Disorders, Neurologic/physiopathology , Gait/physiology , Muscle Spasticity/physiopathology , Muscle, Skeletal/physiology , Adolescent , Algorithms , Biomechanical Phenomena , Child , Female , Humans , Male , Walk Test
13.
Somatosens Mot Res ; 33(2): 79-85, 2016 06.
Article in English | MEDLINE | ID: mdl-27189650

ABSTRACT

INTRODUCTION: Increased ankle muscle coactivation during gait is a compensation strategy for enhancing postural stability in patients after stroke. However, no previous studies have demonstrated that increased ankle muscle coactivation influenced ankle joint movements during gait in patients after stroke. PURPOSE: To investigate the relationship between ankle muscle coactivation and ankle joint movements in hemiplegic patients after stroke. METHODS: Seventeen patients after stroke participated. The coactivation index (CoI) at the ankle joint was calculated separately for the first and second double support (DS1 and DS2, respectively) and single support (SS) phases on the paretic and non-paretic sides during gait using surface electromyography. Simultaneously, three-dimensional motion analysis was performed to measure the peak values of the ankle joint angle, moment, and power in the sagittal plane. Ground reaction forces (GRFs) of the anterior and posterior components and centers of pressure (COPs) trajectory ranges and velocities were also measured. RESULTS: The CoI during the SS phase on the paretic side was negatively related to ankle dorsiflexion angle, ankle plantarflexion moment, ankle joint power generation, and COP velocity on the paretic side. Furthermore, the CoI during the DS2 phase on both sides was negatively related to anterior GRF amplitude on each side. CONCLUSION: Increased ankle muscle coactivation is related to decreased ankle joint movement during the SS phase on the paretic side to enhance joint stiffness and compensate for stance limb instability, which may be useful for patients who have paretic instability during the stance phase after stroke.


Subject(s)
Ankle Joint/physiopathology , Ankle/innervation , Gait/physiology , Hemiplegia/etiology , Muscle, Skeletal/physiopathology , Stroke/complications , Aged , Biomechanical Phenomena , Electromyography , Female , Hemiplegia/pathology , Humans , Kinetics , Male , Middle Aged , Motion , Statistics, Nonparametric
14.
NeuroRehabilitation ; 38(4): 351-7, 2016 Apr 06.
Article in English | MEDLINE | ID: mdl-27061163

ABSTRACT

BACKGROUND: Increased ankle muscle coactivation during gait represents an adaptation strategy to compensate for postural instability in adults after stroke. Although increased ankle muscle coactivation is correlated with gait disorders in adults after stroke, it remains unclear which physical impairments are the most predictive clinical factors explaining ankle muscle coactivation during gait. OBJECTIVE: To investigate these physical impairments in adults after stroke using stepwise multiple regression analyses. METHODS: The magnitude of ankle muscle coactivation during gait was quantified with a coactivation index (CoI) for the first and second double support (DS2), and single support (SS) phases in 44 community-dwelling adults after stroke. Paretic motor function, sensory function, spasticity, ankle muscle strength, and balance ability were evaluated. RESULTS: The regression analysis revealed that the balance ability and paretic ankle plantarflexor muscle strength were significant factors determining the CoI during the SS phase on the paretic side. For the CoI during the DS2 phase on the paretic side, only the balance ability was selected as a significant factor. CONCLUSION: Adults with impaired balance ability and paretic ankle muscle weakness after stroke used a compensation strategy of increased ankle muscle coactivation on the paretic side to enhance postural stability during gait.


Subject(s)
Ankle/physiopathology , Gait/physiology , Muscle Spasticity/physiopathology , Muscle, Skeletal/physiopathology , Stroke/physiopathology , Adaptation, Physiological/physiology , Adult , Aged , Ankle Joint/physiopathology , Electromyography , Female , Humans , Male , Middle Aged , Muscle Spasticity/etiology , Muscle Strength/physiology , Muscle Weakness/physiopathology , Paresis/etiology , Paresis/physiopathology , Postural Balance/physiology , Sensation , Stroke/complications
15.
Gait Posture ; 45: 35-40, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26979880

ABSTRACT

Increased ankle muscle coactivation during gait has frequently been observed as an adaptation strategy to compensate for postural instability in adults after stroke. However, it remains unclear whether the muscle coactivation pattern increases or decreases after balance training. The aim of this study was to investigate the immediate effects of balance practice on ankle muscle coactivation during gait in adults after stroke. Standing balance practice performed to shift as much weight anteriorly as possible in 24 participants after stroke. The forward movement distance of the center of pressure (COP) during anterior weight shifting, gait speed, and ankle muscle activities during 10-m walking tests were measured immediately before and after balance practice. Forward movement of the COP during anterior weight shifting and gait speed significantly increased after balance practice. On the paretic side, tibialis anterior muscle activity significantly decreased during the single support and second double support phases, and the coactivation index at the ankle joint during the first double support and single support phases significantly decreased after balance practice. However, there were no significant relationships between the changes in gait speed, forward movement of the COP during anterior weight shifting, and ankle muscle coactivation during the stance phase. These results suggested that ankle muscle coactivation on the paretic side during the stance phase was decreased immediately after short-term anterior weight shift practice, which was not associated with improved gait speed or forward movement of the COP during anterior weight shifting in adults after stroke.


Subject(s)
Adaptation, Physiological , Ankle/physiopathology , Gait/physiology , Muscle, Skeletal/physiopathology , Postural Balance/physiology , Stroke/physiopathology , Walking/physiology , Electromyography , Female , Humans , Male , Middle Aged , Movement/physiology , Stroke Rehabilitation
16.
Neural Plast ; 2016: 5282957, 2016.
Article in English | MEDLINE | ID: mdl-28090358

ABSTRACT

Loss of motor coordination is one of the main problems for patients after stroke. Muscle synergy is widely accepted as an indicator of motor coordination. Recently, the characteristics of muscle synergy were quantitatively evaluated using nonnegative matrix factorization (NNMF) with surface electromyography. Previous studies have identified that the number and structure of synergies were associated with motor function in patients after stroke. However, most of these studies had a cross-sectional design, and the changes in muscle synergy during recovery process are not clear. In present study, two consecutive measurements were conducted for subacute patients after stroke and the change of number and structure of muscle synergies during gait were determined using NNMF. Results showed that functional change did not rely on number of synergies in patients after subacute stroke. However, the extent of merging of the synergies was negatively associated with an increase in muscle strength and the range of angle at ankle joint. Our results suggest that the neural changes represented by NNMF were related to the longitudinal change of function and gait pattern and that the merging of synergy is an important marker in patients after subacute stroke.


Subject(s)
Hemiplegia/diagnosis , Hemiplegia/physiopathology , Muscle, Skeletal/physiopathology , Recovery of Function/physiology , Stroke/diagnosis , Stroke/physiopathology , Adult , Aged , Aged, 80 and over , Electromyography/methods , Female , Hemiplegia/epidemiology , Humans , Male , Middle Aged , Stroke/epidemiology
17.
Clin Neurophysiol ; 127(2): 1512-1520, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26601960

ABSTRACT

OBJECTIVE: The objective of this study was to investigate the descending neural drive to ankle muscles during gait in stroke patients using a coherence analysis of surface electromyographic (EMG) recordings and the relationships of the drive with clinical functions. METHODS: EMG recordings of the paired tibialis anterior (TA), medial and lateral gastrocnemius (MG and LG), and TA-LG muscles were used to calculate intramuscular, synergistic, and agonist-antagonist muscle coherence, respectively, in 11 stroke patients and 9 healthy controls. Paretic motor function, sensory function, spasticity, ankle muscle strength, and gait performance were evaluated. RESULTS: Paretic TA-TA and MG-LG beta band (15-30 Hz) coherences were significantly lower compared with the non-paretic side and controls. TA-LG beta band coherence was significantly higher on both sides compared with controls. Paretic TA-TA beta band coherence positively correlated with gait speed, and paretic TA-LG beta band coherence negatively correlated with paretic ankle plantar flexor muscle strength. CONCLUSIONS: The intramuscular and synergistic muscle neural drives were reduced during gait on the paretic side in stroke patients. The agonist-antagonist muscle neural drive was increased to compensate for paretic ankle muscle weakness. SIGNIFICANCE: Descending neural drive reorganization to agonist-antagonist muscles is important for patients with paretic ankle muscle weakness.


Subject(s)
Ankle/physiology , Electromyography/methods , Gait/physiology , Muscle, Skeletal/physiology , Stroke/physiopathology , Aged , Ankle/innervation , Female , Humans , Male , Middle Aged , Muscle Strength/physiology , Muscle, Skeletal/innervation , Neural Pathways/physiology , Stroke/diagnosis
18.
Arch Phys Med Rehabil ; 95(11): 2128-33, 2014 Nov.
Article in English | MEDLINE | ID: mdl-25064779

ABSTRACT

OBJECTIVE: To investigate the effects of an automated stride assistance device that assists hip joint flexion and extension movement in energy expenditure during walking in healthy young adults using an expired gas method. DESIGN: Prospective, single-group design to compare the differences of energy expenditure between 2 assistive conditions. SETTING: Laboratory. PARTICIPANTS: Healthy volunteers (N=10) aged 21 to 32 years. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: Oxygen consumption per unit time (V˙o2) cost (ml·kg(-1)·m(-1)), and heart rate (beats/min) were measured in 2 assistive conditions (with 3-Nm hip motion assistance and without assistance) and at 2 walking speeds (comfortable walking speed [CWS] and maximum walking speed [MWS]). RESULTS: There were no significant differences in walking speed between the with- and without-assistance conditions at either the CWS or MWS. The V˙o2 cost and heart rate were significantly reduced in the with-assistance condition compared with the without-assistance condition, at both the CWS and MWS. The reduction in the V˙o2 cost during the with-assistance condition, relative to the without-assistance condition, was 7.06% at the CWS and 10.52% at the MWS. CONCLUSIONS: The automated stride assistance device is useful for reducing energy expenditure during walking in healthy adults. Further studies are warranted to investigate if this device provides substantial help to individuals with impaired mobility as a result of strength deficits.


Subject(s)
Dependent Ambulation/physiology , Energy Metabolism/physiology , Equipment and Supplies , Gait/physiology , Hip Joint/physiology , Walking/physiology , Adult , Exercise Test , Female , Healthy Volunteers , Heart Rate/physiology , Humans , Male , Oxygen Consumption/physiology , Young Adult
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