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1.
J Neuroeng Rehabil ; 20(1): 164, 2023 12 08.
Article in English | MEDLINE | ID: mdl-38062454

ABSTRACT

BACKGROUND: Biofeedback is a promising noninvasive strategy to enhance gait training among individuals with cerebral palsy (CP). Commonly, biofeedback systems are designed to guide movement correction using audio, visual, or sensorimotor (i.e., tactile or proprioceptive) cues, each of which has demonstrated measurable success in CP. However, it is currently unclear how the modality of biofeedback may influence user response which has significant implications if systems are to be consistently adopted into clinical care. METHODS: In this study, we evaluated the extent to which adolescents with CP (7M/1F; 14 [12.5,15.5] years) adapted their gait patterns during treadmill walking (6 min/modality) with audiovisual (AV), sensorimotor (SM), and combined AV + SM biofeedback before and after four acclimation sessions (20 min/session) and at a two-week follow-up. Both biofeedback systems were designed to target plantarflexor activity on the more-affected limb, as these muscles are commonly impaired in CP and impact walking function. SM biofeedback was administered using a resistive ankle exoskeleton and AV biofeedback displayed soleus activity from electromyography recordings during gait. At every visit, we measured the time-course response to each biofeedback modality to understand how the rate and magnitude of gait adaptation differed between modalities and following acclimation. RESULTS: Participants significantly increased soleus activity from baseline using AV + SM (42.8% [15.1, 59.6]), AV (28.5% [19.2, 58.5]), and SM (10.3% [3.2, 15.2]) biofeedback, but the rate of soleus adaptation was faster using AV + SM biofeedback than either modality alone. Further, SM-only biofeedback produced small initial increases in plantarflexor activity, but these responses were transient within and across sessions (p > 0.11). Following multi-session acclimation and at the two-week follow-up, responses to AV and AV + SM biofeedback were maintained. CONCLUSIONS: This study demonstrated that AV biofeedback was critical to increase plantarflexor engagement during walking, but that combining AV and SM modalities further amplified the rate of gait adaptation. Beyond improving our understanding of how individuals may differentially prioritize distinct forms of afferent information, outcomes from this study may inform the design and selection of biofeedback systems for use in clinical care.


Subject(s)
Cerebral Palsy , Adolescent , Child , Humans , Biofeedback, Psychology , Biomechanical Phenomena , Gait/physiology , Muscle, Skeletal , Walking/physiology , Male , Female
2.
Acad Med ; 2023 Nov 14.
Article in English | MEDLINE | ID: mdl-37967256
3.
Assist Technol ; 35(6): 463-470, 2023 11 02.
Article in English | MEDLINE | ID: mdl-36194197

ABSTRACT

A current limitation in the development of robotic gait training interventions is understanding the factors that predict responses to treatment. The purpose of this study was to explore the application of an interpretable machine learning method, Bayesian Additive Regression Trees (BART), to identify factors influencing neuromuscular responses to a resistive ankle exoskeleton in individuals with cerebral palsy (CP). Eight individuals with CP (GMFCS levels I - III, ages 12-18 years) walked with a resistive ankle exoskeleton over seven visits while we measured soleus activation. A BART model was developed using a predictor set of kinematic, device, study, and participant metrics that were hypothesized to influence soleus activation. The model (R2 = 0.94) found that kinematics had the largest influence on soleus activation, but the magnitude of exoskeleton resistance, amount of gait training practice with the device, and participant-level parameters also had substantial effects. To optimize neuromuscular engagement during exoskeleton training in individuals with CP, our analysis highlights the importance of monitoring the user's kinematic response, in particular, peak stance phase hip flexion and ankle dorsiflexion. We demonstrate the utility of machine learning techniques for enhancing our understanding of robotic gait training outcomes, seeking to improve the efficacy of future interventions.


Subject(s)
Cerebral Palsy , Exoskeleton Device , Robotic Surgical Procedures , Humans , Ankle/physiology , Bayes Theorem , Walking/physiology , Biomechanical Phenomena , Gait/physiology
4.
J Neuroeng Rehabil ; 19(1): 135, 2022 12 08.
Article in English | MEDLINE | ID: mdl-36482447

ABSTRACT

BACKGROUND: Electromyography (EMG)-based audiovisual biofeedback systems, developed and tested in research settings to train neuromuscular control in patient populations such as cerebral palsy (CP), have inherent implementation obstacles that may limit their translation to clinical practice. The purpose of this study was to design and validate an alternative, plantar pressure-based biofeedback system for improving ankle plantar flexor recruitment during walking in individuals with CP. METHODS: Eight individuals with CP (11-18 years old) were recruited to test both an EMG-based and a plantar pressure-based biofeedback system while walking. Ankle plantar flexor muscle recruitment, co-contraction at the ankle, and lower limb kinematics were compared between the two systems and relative to baseline walking. RESULTS: Relative to baseline walking, both biofeedback systems yielded significant increases in mean soleus (43-58%, p < 0.05), and mean (68-70%, p < 0.05) and peak (71-82%, p < 0.05) medial gastrocnemius activation, with no differences between the two systems and strong relationships for all primary outcome variables (R = 0.89-0.94). Ankle co-contraction significantly increased relative to baseline only with the EMG-based system (52%, p = 0.03). CONCLUSION: These findings support future research on functional training with this simple, low-cost biofeedback modality.


Subject(s)
Lower Extremity , Walking , Humans , Child , Adolescent , Gait
5.
IEEE Int Conf Rehabil Robot ; 2022: 1-6, 2022 07.
Article in English | MEDLINE | ID: mdl-36176108

ABSTRACT

Neurological impairment from stroke or cerebral palsy often presents with diminished ankle plantar flexor function during the propulsive phase of gait. This deficit often results in slow, energy-expensive walking patterns that limit community mobility. Robotic gait training interventions may prove effective in improving functional outcomes, including exoskeleton resistance used to provide targeted neuromuscular recruitment. However, these interventions to date have required regular verbal cues and coaching for proper plantar flexor engagement with resistance, particularly for pediatric applications. In this validation study, we sought to address the need for automating and improving the effectiveness of facilitating user engagement with robotic resistance. Specifically, our main goal was to compare changes in plantar flexor activity between walking with plantar flexor resistance alone vs plantar flexor resistance combined with plantar pressure biofeedback in individuals with cerebral palsy. We recruited 8 ambulatory adolescents with cerebral palsy between the ages of 11-18 years old to participate in this cross-sectional feasibility study. Supporting our hypothesis, we observed a 36 ± 36% and 46 ± 39% increase in mean and peak soleus activity, respectively, between resistance plus biofeedback vs resistance alone (both p < 0.05). Compared to other biofeedback sensing modalities like assessment of muscle activity via surface electrodes, integrating the plantar pressure-based system within the wearable robotic devices minimizes barriers to clinical implementation by reducing cost, complexity, and setup time. With these positive feasibility results, our future work will explore longer-term training effects of ankle resistance combined with plantar pressure biofeedback.


Subject(s)
Cerebral Palsy , Robotics , Adolescent , Ankle , Biofeedback, Psychology , Child , Cross-Sectional Studies , Gait/physiology , Humans , Muscle, Skeletal/physiology , Walking/physiology
6.
Exp Brain Res ; 240(7-8): 2073-2084, 2022 Aug.
Article in English | MEDLINE | ID: mdl-35752662

ABSTRACT

Individuals with cerebral palsy (CP) display motor control patterns that suggest decreased supraspinal input, but it remains unknown if they are able to modulate lower-limb reflexes in response to more complex tasks, or whether global motor control patterns relate to reflex modulation capacity in this population. Eight ambulatory individuals with CP (12-18 years old) were recruited to complete a task complexity protocol, where soleus H-reflex excitability was compared between bilateral (baseline) and unilateral (complex) standing. We also investigated the relationship between each participant's ability to modulate soleus H-reflex excitability and the complexity of their walking neural control pattern determined from muscle synergy analysis. Finally, six of the eight participants completed an exoskeleton walking protocol, where soleus H-reflexes were collected during the stance phase of walking with and without stance-phase plantar flexor resistance. Participants displayed a significant reduction in soleus H-reflex excitability (- 26 ± 25%, p = 0.04) with unilateral standing, and a strong positive relationship was observed between more refined neural control during walking and an increased ability to modulate reflex excitability (R = 0.79, p = 0.04). There was no difference in neuromuscular outcome measures with and without the ankle exoskeleton (p values all > 0.05), with variable reflex responses to walking with ankle exoskeleton resistance. These findings provide evidence that ambulatory individuals with CP retain some capacity to modulate lower-limb reflexes in response to increased task complexity, and that less refined neural control during walking appears to be related to deficits in reflex modulation.


Subject(s)
Cerebral Palsy , H-Reflex , Adolescent , Child , Electromyography/methods , H-Reflex/physiology , Humans , Muscle, Skeletal/physiology , Pilot Projects , Walking/physiology
7.
Disabil Health J ; 15(3): 101279, 2022 07.
Article in English | MEDLINE | ID: mdl-35264292

ABSTRACT

BACKGROUND: Adults with cerebral palsy (CP) experience functional declines. Clinical rehabilitation may preserve function for this population. OBJECTIVE: To identify longitudinal physical/occupational therapy use and associated factors among adults with CP, to inform health promotion strategies. METHODS: A retrospective cohort study including adults ≥ 18 years of age with CP was performed using a random 20% Medicare fee-for-service dataset. Participants with continuous medicare enrolment from 01/01/2016-12/31/2018 were included: 2016 was the one-year baseline period; 2017-2018 was the two-year follow-up. Therapy included an indication of physical, occupational, or other forms of therapy. Two-year therapy use patterns were identified using group-based trajectory modeling. Multivariable multinomial logistic regression models identified associations between baseline characteristics with trajectory groups. RESULTS: Of 17,441, 7231 (41.5%) adults with CP had therapy use across the three-year period, and six longitudinal therapy trajectories were identified: the majority (42.5%) were low-consistent users, 13.4% moderate-consistent users, 4.4% high-consistent users, and the remaining variable users. Associations between baseline characteristics (e.g., age, sex, comorbidities) with trajectory groups varied. For example, using the low-consistent users as the reference, Black versus White were 49% less likely, Northeast versus South residency were 7.52-fold more likely, and co-occurring neurologic conditions versus CP only were up to 118% more likely to be high-consistent users (all, P < 0.05). Bone fragility and some chronic comorbidities were associated with moderate consistent users. CONCLUSIONS: The majority of adults with CP were not using physical/occupational therapy. Of those that did, there were unique longitudinal trajectories which associated differently with demographics and comorbidities.


Subject(s)
Cerebral Palsy , Disabled Persons , Occupational Therapy , Adult , Aged , Cerebral Palsy/complications , Humans , Medicare , Retrospective Studies , United States
8.
Clin Rehabil ; 36(7): 873-882, 2022 Jul.
Article in English | MEDLINE | ID: mdl-35331027

ABSTRACT

AIM: To determine if robotic gait training for individuals with cerebral palsy is more effective than the standard of care for improving function. METHOD: PubMed, Embase, Scopus, and Cochrane databases were searched from 1980-January, 2022 for articles that investigated robotic gait training versus standard of care (i.e. physical therapy or standard gait training) for individuals with cerebral palsy. Articles were included if a randomized controlled trial design was used, and excluded if robotic gait training was combined with another neuromuscular intervention, such as functional electrical stimulation. A meta-analysis of outcomes measured in at least four studies was conducted. RESULTS: Eight citations met all criteria for full-text review and inclusion in the meta-analysis. A total of 188 individuals with cerebral palsy, ages four to 35, and Gross Motor Function Classification System levels I-IV were studied. Level of evidence ranged from 2b-1b. All studies utilized a tethered, assistive device for robotic gait training. The overall effect was not significantly different between the robotic gait training and control interventions for six minute walk test performance (95% CI: -0.17, 0.73; P = 0.22), free walking speed (95% CI: -0.18, 0.57; P = 0.30), or Gross Motor Function Measures D (Standing) (95% CI: -0.29, 0.39; P = 0.77) and E (Walking, Running and Jumping) (95% CI: -0.11, 0.57; P = 0.19). CONCLUSION: Tethered robotic devices that provide assistive gait training for individuals with cerebral palsy do not provide a greater benefit for improving mobility than the standard of care.


Subject(s)
Cerebral Palsy , Robotic Surgical Procedures , Cerebral Palsy/rehabilitation , Exercise Therapy , Gait , Humans , Randomized Controlled Trials as Topic , Walking , Walking Speed
9.
Gait Posture ; 91: 165-178, 2022 01.
Article in English | MEDLINE | ID: mdl-34736095

ABSTRACT

BACKGROUND: A primary goal of treatment for children with cerebral palsy is improved walking ability to allow for a more active and independent lifestyle. With the importance of ankle function to walking ability, and the deficits in ankle function associated with cerebral palsy, there is good rationale for targeting this joint in an effort to improve walking ability for this population. RESEARCH QUESTION: How do deficits and targeted interventions of the ankle joint influence walking ability in children with cerebral palsy? METHODS: A specific search criteria was used to identify articles that either (1) provided information on the relationship between ankle function and walking ability or (2) investigated the effect of a targeted ankle intervention on walking ability in cerebral palsy. PubMed, Embase, CINAHL, and Web of Science databases were searched from 1980-April, 2020. Resulting citations were compared against a prospective set of inclusion and exclusion criteria. Data relevant to the original research question was extracted, and the level of evidence for each intervention study was scored. Interpretation was focused on specific, pre-determined mobility measures. RESULTS: Sixty-one citations met all criteria for data extraction, six of which were observational, and fifty-five of which were interventional. Level of evidence ranged from 2 to 4. Self-selected walking speed was the most common measure of walking ability, while physical activity level was the least common. SIGNIFICANCE: Ankle function is an important contributor to the walking ability of children with cerebral palsy, and most interventions targeting the ankle seem to demonstrate a benefit on walking ability, but future higher-powered and/or controlled studies are necessary to confirm these findings.


Subject(s)
Cerebral Palsy , Ankle , Ankle Joint , Child , Humans , Prospective Studies , Walking , Young Adult
10.
J Biomech ; 126: 110601, 2021 09 20.
Article in English | MEDLINE | ID: mdl-34332214

ABSTRACT

Cerebral palsy (CP) is characterized by deficits in motor function due to reduced neuromuscular control. We leveraged the guiding principles of motor learning theory to design a wearable robotic intervention intended to improve neuromuscular control of the ankle. The goal of this study was to determine the neuromuscular and biomechanical response to four weeks of exoskeleton ankle resistance therapy (exo-therapy) in children with CP. Five children with CP (12 - 17 years, GMFCS I - II, two diplegic and three hemiplegic, four males and one female) were recruited for ten 20-minute sessions of exo-therapy. Surface electromyography, three-dimensional kinematics, and metabolic data were collected at baseline and after training was complete. After completion of training and with no device on, participants walked with decreased co-contraction between the plantar flexors and dorsiflexors (-29 ± 11%, p = 0.02), a more typical plantar flexor activation profile (33 ± 13% stronger correlation to a typical soleus activation profile, p = 0.01), and increased neural control complexity (7 ± 3%, p < 0.01 measured via muscle synergy analysis). These improvements in neuromuscular control led to a more mechanically efficient gait pattern (58 ± 34%, p < 0.05) with a reduced metabolic cost of transport (-29 ± 15%, p = 0.02). The findings from this study suggest that ankle exoskeleton resistance therapy shows promise for rapidly improving neuromuscular control for children with CP, and may serve as a meaningful rehabilitative complement to common surgical procedures.


Subject(s)
Cerebral Palsy , Resistance Training , Robotic Surgical Procedures , Wearable Electronic Devices , Biomechanical Phenomena , Cerebral Palsy/therapy , Child , Female , Gait , Humans , Male , Muscle, Skeletal , Pilot Projects
11.
Ann Biomed Eng ; 49(9): 2522-2532, 2021 Sep.
Article in English | MEDLINE | ID: mdl-34189633

ABSTRACT

Lower-limb exoskeletons have the potential to improve mobility in individuals with movement disabilities, such as cerebral palsy (CP). The goal of this study was to assess the impact of plantar-flexor assistance from an untethered ankle exoskeleton on dynamic stability during unperturbed and perturbed walking in individuals with CP. Seven participants with CP (Gross Motor Function Classification System levels I-III, ages 6-31 years) completed a treadmill walking protocol under their normal walking condition and while wearing an ankle exoskeleton that provided adaptive plantar-flexor assistance. Pseudo-randomized treadmill perturbations were delivered during stance phase by accelerating one side of a split-belt treadmill. Treadmill perturbations resulted in a significant decrease in anteroposterior minimum margin-of-stability (- 32.1%, p < 0.001), and a significant increase in contralateral limb step length (8.1%, p = 0.005), integrated soleus activity during unassisted walking (23.4%, p = 0.02), and peak biological ankle moment (9.6%, p = 0.03) during stance phase. Plantar-flexor assistance did not significantly alter margin-of-stability, step length, soleus activity, or ankle moments during both unperturbed and perturbed walking. These results indicate that adaptive plantar-flexor assistance from an untethered ankle exoskeleton does not significantly alter dynamic stability maintenance during unperturbed and perturbed walking for individuals with CP, supporting future research in real-world environments.


Subject(s)
Ankle/physiology , Cerebral Palsy/physiopathology , Exoskeleton Device , Walking/physiology , Adolescent , Adult , Child , Female , Humans , Male , Young Adult
12.
Clin Biomech (Bristol, Avon) ; 82: 105249, 2021 02.
Article in English | MEDLINE | ID: mdl-33421756

ABSTRACT

BACKGROUND: To assess the effects of the initial stepping limb on posterior fall recovery in individuals with chronic stroke, as well as to determine the benefits of fall-recovery training on these outcomes. METHODS: This was a single-group intervention study of 13 individuals with chronic stroke. Participants performed up to six training sessions, each including progressively challenging, treadmill-induced perturbations from a standing position. Progressions focused on initial steps with the paretic or non-paretic limb. The highest perturbation level achieved, the proportion of successful recoveries, step and trunk kinematics, as well as stance-limb muscle activation about the ankle were compared between the initial stepping limbs in the first session. Limb-specific outcomes were also compared between the first and last training sessions. FINDINGS: In the first session, initial steps with the non-paretic limb were associated with a higher proportion of success and larger perturbations than steps with the paretic limb (p = 0.02, Cohen's d = 0.8). Paretic-limb steps were wider relative to the center of mass (CoM; p = 0.01, d = 1.3), likely due to an initial standing position with the CoM closer to the non-paretic limb (p = 0.01, d = 1.4). In the last training session, participants recovered from a higher proportion of perturbations and advanced to larger perturbations (p < 0.05, d > 0.6). There were no notable changes in kinematic or electromyography variables with training (p > 0.07, d < 0.5). INTERPRETATION: The skill of posterior stepping in response to a perturbation can be improved with practice in those with chronic stroke, we were not able to identify consistent underlying kinematic mechanisms behind this adaptation.


Subject(s)
Accidental Falls , Postural Balance/physiology , Stroke Rehabilitation , Stroke/physiopathology , Adaptation, Physiological/physiology , Adult , Aged , Biomechanical Phenomena , Chronic Disease , Female , Humans , Male , Middle Aged , Standing Position
13.
Gait Posture ; 84: 293-299, 2021 02.
Article in English | MEDLINE | ID: mdl-33421952

ABSTRACT

BACKGROUND: Standing postural sway is often quantified from center of pressure trajectories. During assessments of longer durations, children may fidget, thus limiting the feasibility and validity of sway recordings. RESEARCH QUESTION: Do postural sway sample durations less than 30 s maintain construct and concurrent validity? METHODS: In this case-control, observational study, we measured postural sway in 41 children (age 5-12 years, 23 typically developing (TD); 18 with spastic cerebral palsy (CP), 13 diplegic and 5 hemiplegic, 11 GMFCS level I and 7 level II) for 30-second eyes-opened and eyes-closed conditions. From a single recording, 5-second incremental durations of 5-30 s were considered in this analysis. We quantified anteroposterior, mediolateral, and transverse-plane sway using seven time-domain variables: root-mean-square error, total excursion, mean frequency, mean distance, sway area, and 95 % confidence circle and ellipse areas. Variables were calculated in eyes-opened and eyes-closed conditions, as well as the ratio of the two. Construct validity was evaluated by the persistence of large effect sizes (Glass's Δ ≥ 0.80) between CP and TD participants at shorter durations than 30 s. Concurrent validity was evaluated by the correlations of shorter duration measures to the 30 s measure. RESULTS: Seven sway measures had large between-group effects (Glass's Δ ≥ 1.02) for the 30 s measure that persisted (Glass's Δ ≥ 0.81) at shorter durations (5-25 s) and also maintained concurrent validity (r ≥ 0.83). Six of these seven measures were taken in the eyes-closed condition, and all seven measures were in the mediolateral direction or transverse plane. SIGNIFICANCE: Our analysis suggests that sway durations less than 30 s can uphold construct and concurrent validity. These measures were primarily in the eyes-closed conditions and mediolateral direction. These results are a promising indicator that shorter-duration sway measures may be of utility when fidgeting prevents longer recordings.


Subject(s)
Cerebral Palsy/physiopathology , Postural Balance/physiology , Standing Position , Case-Control Studies , Child , Child, Preschool , Female , Humans , Male , Reproducibility of Results
14.
IEEE Open J Eng Med Biol ; 1: 282-289, 2020.
Article in English | MEDLINE | ID: mdl-33251524

ABSTRACT

GOAL: To determine the efficacy of wearable adaptive resistance training for rapidly improving walking ability in children with cerebral palsy (CP). METHODS: Six children with spastic CP (five males, one female; mean age 14y 11mo; three hemiplegic, three diplegic; Gross Motor Function Classification System [GMFCS] levels I and II) underwent ten, 20-minute training sessions over four weeks with a wearable adaptive resistance device. Strength, speed, walking efficiency, timed up and go (TUG), and six-minute walk test (6MWT) were used to measure training outcomes. RESULTS: Participants showed increased average plantar flexor strength (17 ± 8%, p = 0.02), increased preferred walking speed on the treadmill (39 ± 25%, p = 0.04), improved metabolic cost of transport (33 ± 9%, p = 0.03), and enhanced performance on the timed up and go (11 ± 9%, p = 0.04) and six-minute walk test (13 ± 9%, p = 0.04). CONCLUSIONS: The observed increase in preferred walking speed, reduction in metabolic cost of transport, and improved performance on clinical tests of mobility highlights the potentially transformative nature of this novel therapy; the rate at which this intervention elicited improved function was 3 - 6 times greater than what has been reported previously.

15.
Dev Med Child Neurol ; 62(6): 700-708, 2020 06.
Article in English | MEDLINE | ID: mdl-32124436

ABSTRACT

AIM: To compare anterior and posterior standing balance reactions, as measured by single-stepping thresholds, in children with and without spastic cerebral palsy (CP). METHOD: Seventeen ambulatory children with spastic CP (eight males, nine females) and 28 typically developing children (13 males, 15 females; age range 5-12y, mean [SD] 9y 2mo [2y 3mo]), were included in this cross-sectional, observational study. Balance reaction skill was quantified as anterior and posterior single-stepping thresholds, or the treadmill-induced perturbations that consistently elicited a step in that direction. In order to understand the underlying mechanisms of between-group differences in stepping thresholds, dynamic stability was quantified using the minimum margin of stability. Ankle muscle activation latency, magnitude, and co-contraction were assessed with surface electromyography. RESULTS: We observed an age and group interaction for anterior thresholds (p=0.001, partial η2 =0.24). At older (≈11y; p<0.001, partial η2 =0.48), but not younger (≈7y; p=0.33, partial η2 =0.02) ages, typically developing children had larger anterior thresholds than those with CP. In response to near-threshold anterior perturbations, older typically developing children recovered from more instability than their peers with CP (p=0.004, partial η2 =0.18). Older children had no between-group differences in ankle muscle activity. No between-group differences were observed in posterior thresholds. INTERPRETATION: The effects of CP on balance reactions are age- and direction-specific. Older typically developing children are more able or willing to withhold a step when unstable. WHAT THIS PAPER ADDS: Children with spastic cerebral palsy have age- and direction-specific balance-reaction impairments. Lower anterior stepping thresholds were observed in older, but not younger children. Older typically developing children withheld a forward step at higher levels of instability. No between-group differences were seen in posterior stepping thresholds.


Subject(s)
Cerebral Palsy/physiopathology , Postural Balance/physiology , Walking/physiology , Age Factors , Child , Child, Preschool , Cross-Sectional Studies , Female , Humans , Male , Muscle, Skeletal/physiopathology
16.
Ann Biomed Eng ; 48(4): 1309-1321, 2020 Apr.
Article in English | MEDLINE | ID: mdl-31950309

ABSTRACT

Individuals with cerebral palsy can have weak and poorly coordinated ankle plantar flexor muscles that contribute to inefficient walking patterns. Previous studies attempting to improve plantar flexor function have had inconsistent effects on mobility, likely due to a lack of task-specificity. The goal of this study was to develop, validate, and test the feasibility and neuromuscular response of a novel wearable adaptive resistance platform to increase activity of the plantar flexors during the propulsive phase of gait. We recruited eight individuals with spastic cerebral palsy to walk with adaptive plantar flexor resistance provided from an untethered exoskeleton. The resistance system and protocol was safe and feasible for all of our participants. Controller validation demonstrated our ability to provide resistance that proportionally- and instantaneously-adapted to the biological ankle moment (R = 0.92 ± 0.04). Following acclimation to resistance (0.16 ± 0.02 Nm/kg), more-affected limbs exhibited a 45 ± 35% increase in plantar flexor activity (p = 0.02), a 26 ± 24% decrease in dorsiflexor activity (p < 0.05), and a 46 ± 25% decrease in co-contraction (tibialis anterior and soleus) (p = 0.02) during the stance phase. This adaptive resistance system warrants further investigation for use in a longitudinal intervention study.


Subject(s)
Ankle/physiology , Cerebral Palsy/physiopathology , Muscle, Skeletal/physiopathology , Robotics , Walking/physiology , Wearable Electronic Devices , Adolescent , Ankle Joint/physiology , Biomechanical Phenomena , Child , Female , Humans , Male
17.
Clin Biomech (Bristol, Avon) ; 69: 205-214, 2019 10.
Article in English | MEDLINE | ID: mdl-31382163

ABSTRACT

BACKGROUND: To study the effects of the initial stepping limb on anterior fall-recovery performance and kinematics, as well as to determine the benefits of fall-recovery training on those outcomes in individuals with chronic stroke. METHODS: Single-group intervention of 15 individuals with chronic stroke who performed up to six sessions of fall-recovery training. Each session consisted of two progressions of treadmill-induced perturbations to induce anterior falls from a standing position. Progressions focused on initial steps with the paretic or non-paretic limb. Fall-recovery performance (the highest disturbance level achieved and the proportion of successful recoveries), as well as step and trunk kinematics were compared between the initial stepping limbs on the first session. Limb-specific outcomes were also compared between the first and last training sessions. FINDINGS: There were no between-limb differences in fall-recovery performance in the first session. With training, participants successfully recovered from a higher proportion of falls (p's = 0.01, Cohen's d's > 0.7) and progressed to larger perturbation magnitudes (p's < 0.06, d's > 0.5). Initial steps with the paretic limb were wider and shorter relative to the center of mass (p's < 0.06, d's > 0.5). With training, initial paretic-limb steps became longer relative to the CoM (p = 0.03, d = 0.7). Trunk forward rotation was reduced when first stepping with the non-paretic limb (p = 0.03, d = 0.6). INTERPRETATION: The initial stepping limb affects relevant step kinematics during anterior fall recovery. Fall-recovery training improved performance and select kinematic outcomes in individuals with chronic stroke.


Subject(s)
Accidental Falls/prevention & control , Exercise Therapy/methods , Postural Balance , Stroke Rehabilitation/methods , Stroke/physiopathology , Adult , Aged , Biomechanical Phenomena , Exercise Test , Extremities , Female , Humans , Male , Middle Aged , Torso , Treatment Outcome
18.
Gait Posture ; 73: 20-25, 2019 09.
Article in English | MEDLINE | ID: mdl-31299500

ABSTRACT

BACKGROUND: Static balance performance is a common metric for evaluating the development of postural control in children. Less is known about the potentially independent development of dynamic balance performance. RESEARCH QUESTION: How does age relate to static (i.e. postural sway) and dynamic (i.e. stepping thresholds) standing balance performance, and what is the relationship between postural sway and stepping thresholds? METHODS: Twenty-six typically developing children (12 males, 14 females; 5-12 years of age) were recruited for this cross-sectional study. Static balance performance was quantified as the total path length during a postural sway assessment using a force platform with conditions of eyes open and eyes closed. Dynamic balance performance was quantified using a single-stepping threshold assessment, whereby participants attempted to prevent a step in response to treadmill-induced perturbations in the anterior and posterior directions. Relationships between age and body-size scaled measures of static and dynamic balance performance were assessed using Spearman rank correlations. RESULTS: There was a weak correlation between age and postural sway (|rs| < 0.10, p >  0.68), but a moderate-to-strong correlation between age and single-stepping thresholds (rs > 0.68, p < 0.001). A weak correlation was found between postural sway and single-stepping thresholds (|rs| < 0.20, p >  0.39). SIGNIFICANCE: Dynamic, but not static standing balance performance, may improve with typical development between the ages of 5 and 12 years. Static and dynamic balance should be considered as unique constructs when assessed in children.


Subject(s)
Child Development/physiology , Gait/physiology , Postural Balance/physiology , Child , Child, Preschool , Cross-Sectional Studies , Female , Gait Analysis , Healthy Volunteers , Humans , Male
19.
Gait Posture ; 72: 182-187, 2019 07.
Article in English | MEDLINE | ID: mdl-31226600

ABSTRACT

BACKGROUND: Cerebral palsy (CP) is associated with a high risk of falling during walking. Many gait abnormalities associated with CP likely alter foot placement and center of mass (CoM) movement in a way that affects anterior or lateral dynamic stability, in turn influencing fall risk. RESEARCH QUESTION: Do children with CP demonstrate altered anterior or lateral dynamic stability compared to typically-developing (TD) children? METHODS: In this case-control, observational study, we measured gait kinematics of two groups of children (15 CP, 11 GMFCS level I, 4 GMFCS level II; 14 TD; age 5-12) in walking conditions of a preferred speed, a fast speed, and a preferred speed while completing a cognitive task. For dominant and non-dominant limbs, the margin of stability (MoS), a spatial measure of dynamic stability, was calculated as the distance between the edge of the base of support and the CoM position after accounting for scaled velocity. Statistical comparisons of were made using mixed factorial ANOVAs. Post hoc comparisons were Sidak adjusted. RESULTS: The anterior MoS before foot strike and at mid-swing differed between each condition but not between groups. Based on the minimum lateral MoS, children with CP had more stability when bearing weight on their non-dominant limb compared to TD children. These differences were not apparent when on the dominant limb. SIGNIFICANCE: This high-functioning group of children with CP exhibited a more conservative lateral stability strategy during walking when bearing weight with the non-dominant limb. This strategy may be protective against lateral falls. We observed no between-group differences in anterior stability. Because CP has been previously associated with impaired anterior balance reactions, and there was no observed compensation in anterior gait stability, this lack of group differences could contribute to a higher risk of falling in that direction.


Subject(s)
Cerebral Palsy/physiopathology , Gait , Postural Balance , Walking , Biomechanical Phenomena , Case-Control Studies , Child , Child Development , Female , Humans , Male
20.
J Biomech ; 78: 102-108, 2018 09 10.
Article in English | MEDLINE | ID: mdl-30075953

ABSTRACT

Three mechanisms of maintaining standing stability include M1 - moving the COP within the base of support, M2 - segment counter-rotation, and M3 - applying an external force. To date, the contributions of these mechanisms have not been quantified for the response to an external postural disturbance. The purpose of this study was to evaluate the construct validity of measures that quantify the M2 contribution to anteroposterior fall recovery. We evaluated the whole-body rotation contribution, as well as a measure specific to arm motion (MARMS). With segment counter-rotation as the main focus of this study, we examined standing feet-in-place responses to treadmill-induced falls. The treatment validity of our measures was assessed by comparing unconstrained responses to those with constrained arm motion. The convergent validity of our measures was assessed by correlating peak shoulder flexion and extension velocities with counter-rotation contributions. Eleven unimpaired participants responded to anteroposterior belt accelerations from a treadmill, and the M2 and MARMS contributions were quantified from three-dimensional segment motion. The treatment validity of these measures was partially supported. Constraining the arms reduced M2 for anterior, but not posterior falls. Conversely, MARMS was reduced for posterior, but not anterior falls. Convergent validity was supported for MARMS (r = 0.64-0.78), but not M2 (r = -0.40 to -0.15). These results support the use of MARMS over M2 when interested in the role of arm motion. Given that arm constraints did not change the contribution of MARMS during a forward fall, unimpaired participants may not necessarily rely on arm motion as part of their recovery strategy in this context.


Subject(s)
Accidental Falls , Movement , Rotation , Arm/physiology , Biomechanical Phenomena , Female , Foot/physiology , Humans , Male , Postural Balance , Young Adult
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