Assistive Hip Exoskeleton Study for Stroke
Study Details
Study Description
Brief Summary
The increased metabolic and biomechanical demands of ambulation limit community mobility in persons with lower limb disability due to neurological damage. There is a critical need for improving the locomotion capabilities of individuals with stroke to increase their community mobility, independence, and health. Robotic exoskeletons have the potential to assist these individuals by increasing community mobility to improve quality of life. While these devices have incredible potential, current technology does not support dynamic movements common with locomotion such as transitioning between different gaits and supporting a wide variety of walking speeds. One significant challenge in achieving community ambulation with exoskeletons is providing an adaptive control system to accomplish a wide variety of locomotor tasks. Many exoskeletons today are developed without a detailed understanding of the effect of the device on the human musculoskeletal system. This research is interested in studying the question of how the control system affects stroke biomechanics including kinematic, kinetics and muscle activation patterns. By optimizing exoskeleton controllers based on human biomechanics and adapting control based on task, the biggest benefit to patient populations will be achieved to help advance the state-of-the-art with assistive hip exoskeletons.
Condition or Disease | Intervention/Treatment | Phase |
---|---|---|
|
N/A |
Detailed Description
One significant challenge in achieving community ambulation with exoskeletons is providing an adaptive control system to accomplish a wide variety of locomotor tasks. Many exoskeletons today are developed without a detailed understanding of the effect of the device on the human musculoskeletal system. The study is interested in exploring the question of how the control system affects human biomechanics including kinematic, kinetics and muscle activation patterns. By optimizing exoskeleton controllers based on human biomechanics and adapting control based on task, this work will be able to provide the biggest benefit to patients and advance the state-of-the-art with assistive hip exoskeletons. A large patient population that could benefit from lower limb assistive technology are stroke survivors, which is the specific population this proposal targets. One common characteristic of stroke survivors who regain their ability to walk is that the hip muscles are overtaxed due to distal weakness. The investigators propose to use a powered hip exoskeleton to augment their proximal musculature, which needs to produce significant power output in most locomotion activities such as standing up, walking, and going up stairs or slopes. Another biomechanical aspect of stroke survivors is an asymmetric gait in terms of kinematics, kinetics and muscle activations. The research will examine what kind of exoskeleton assistance is most beneficial to stroke survivors for enhancing community ambulation. The hypothesis is that since the gait is asymmetric, the controller will need to be asymmetric to provide optimal assistance to aid in mobility. The long-term research goal is to create powered assistive exoskeletons devices that are of great value to individuals with serious lower limb disabilities by improving clinical outcomes such as walking speed and community ambulation ability. The overall objective of the proposed project is to study the biomechanical effects of using a hip exoskeleton with adaptive controllers for assisting stroke survivors with lower limb deficits to improve their community ambulation capabilities. The central hypothesis overarching both aims is that exoskeleton control that adapts to environmental terrain will improve mobility metrics for human exoskeleton users on community ambulation tasks. The rationale is that since human biomechanics change based on task, exoskeleton controllers likewise need to optimize their assistance levels to match what the human is doing. The team has previously designed and extensively tested an autonomous hip exoskeleton in able-bodied subjects on a treadmill and plan to follow this up with a separate study on able bodied subjects during overground locomotion of walking, stairs, and ramps. The aim of this study is to translate an autonomous robotic hip exoskeleton to provide adaptive assistance in community ambulation for stroke survivors with mobility impairment. The team will analyze the biomechanical effects and clinical benefits with using an autonomous hip exoskeleton for a walking impaired user (due to stroke). The primary hypothesis for this aim is that stroke survivors will increase their mobility in community ambulation tasks using the adaptive control framework. A sub-hypothesis is that stroke survivors who present with unilateral impairment will have superior biomechanical and clinical outcomes using a controller with asymmetric assistance. The investigators expect a controller that provides a greater assistance to the impaired side to improve overall symmetry and help the stroke survivor maintain a more efficient gait pattern to help improve walking speed (primary outcome measure). The expected outcome of these aims will be an increased understanding of the biomechanical and clinical effects in applying hip assistance with a robotic exoskeleton in community ambulation tasks such as overground walking, ramps and stairs. This work will serve as a foundational start for a broader planned study of optimizing controllers to improve biomechanics in the walking impaired using powered hip autonomous exoskeletons. This aim will have a positive impact by helping to inform the design and control of future exoskeleton for assisting individuals with lower limb disabilities, with specific insight in stroke survivors with mobility impairment.
Study Design
Arms and Interventions
Arm | Intervention/Treatment |
---|---|
Experimental: Individuals post-stroke using a powered hip exoskeleton This study will be conducted on a sample population of stroke subjects (single arm). Each subject will test with each condition of the exoskeleton (repeated measures). |
Device: Powered hip exoskeleton
The study team will be testing a powered hip exoskeleton and its capability to improve locomotion in stroke survivors.
|
Outcome Measures
Primary Outcome Measures
- Overground Self-Selected Walking Speed Using Hip Exoskeleton Assistance [4 hours]
Using five different hip exoskeleton assistance strategies, the participant's overground self-selected walking speed was recorded. Assistance types are 1) Unilateral Paretic Assistance, 2) Unilateral Non-Paretic Assistance, 3) Bilateral Equal Assistance, 4) Bilateral Additional Paretic Assistance, and 5) Bilateral Additional Non-Paretic Assistance. The first information (unilateral or bilateral) refers to the leg(s) that the exoskeleton is providing assistance with. For example, unilateral assistance means that the assistance is provided to only one side (zero assistance for the other side). The second information (additional paretic/non-paretic or equal) refers to the leg that the assistance is provided more. For example, bilateral additional paretic assistance means that the exoskeleton is providing assistance to both hip joints but provides higher magnitude on the paretic side.
Secondary Outcome Measures
- Step Length Asymmetry Using Hip Exoskeleton Assistance [4 hours]
Step length asymmetry was calculated by dividing the paretic side step length by the sum of the paretic and non-paretic side step lengths, where an asymmetry of 0.5 indicates perfect symmetry between the paretic and non-paretic sides. Using five different hip exoskeleton assistance strategies, the participant's Step Length Asymmetry during overground walking was recorded. Assistance types are 1) Unilateral Paretic Assistance, 2) Unilateral Non-Paretic Assistance, 3) Bilateral Equal Assistance, 4) Bilateral Additional Paretic Assistance, and 5) Bilateral Additional Non-Paretic Assistance. The first information (unilateral or bilateral) refers to the leg(s) that the exoskeleton is providing assistance with. For example, unilateral assistance means that the assistance is provided to only one side (zero assistance for the other side). The second information (additional paretic/non-paretic or equal) refers to the leg that the assistance is provided more.
Eligibility Criteria
Criteria
Inclusion Criteria:
-
Age: 18-85 years
-
Had stroke over 6 months prior
-
Greater than 17 on minimental state examination (MMSE)
-
Sit unsupported for a minimum of 30 seconds
-
Follow a 3 step command.
-
Ability to walk without support (a rail as needed is allowed), with a walking speed of at least 0.4 m/s (limited community ambulatory speed)
-
Ability to walk for at least 6 minutes
-
Willingness and ability to participate over a 1-4 hour experiment, with breaks enforced regularly and as needed
-
Ability to transfer (sit-to-stand and stand-to-sit) with no external support (arm rests support allowed)
-
Ability to ambulate over small slopes (3 degrees) and a few steps (6 steps)
Exclusion Criteria:
-
Loss of sensation in the legs
-
A complete spinal cord injury
-
History of concussion in the last 6 months
-
History of any severe cardiovascular conditions
-
Severe arthritis
-
Orthopedic problems that limit lower extremity passive range of motion (knee flexion contracture of >10 degrees, knee flexion active ROM 15 degrees)
-
Pre-existing neurological and other disorders such as Parkinson's disease, ALS, MS, dementia
-
History of head trauma
-
Lower extremity amputation
-
Non-healing ulcers of a lower extremity
-
Renal dialysis or end state liver disease
-
Legal blindness or severe visual impairment
-
Uses a pacemaker
-
Has a metal implants in the head region
-
Uses medications that lower seizure thresholds.
-
Lastly, if the subject is participating in another clinical trial and/or subject's condition relating to criteria that, in the opinion of the Principal Investigator (PI), would likely affect the study outcome or confound the results, subject will be excluded from the study.
Contacts and Locations
Locations
Site | City | State | Country | Postal Code | |
---|---|---|---|---|---|
1 | Exoskeleton and Prosthetic Intelligent Controls Lab | Atlanta | Georgia | United States | 30332 |
Sponsors and Collaborators
- Georgia Institute of Technology
Investigators
- Principal Investigator: Aaron Young, Ph.D., Georgia Institute of Technology
Study Documents (Full-Text)
More Information
Publications
None provided.- H19179
Study Results
Participant Flow
Recruitment Details | Participants were recruited based on clinician referral between July 2019 to November 2020. The first participant was enrolled on July 2019 and the last participant was enrolled on November 2020. |
---|---|
Pre-assignment Detail | The robotic hip exoskeleton device that was used for the study has a limited capability in accommodating the participant's body size. While the study team recruited subjects that had a body size within the range that the device can accommodate, 5 participants had different body curvature (e.g., pelvis shape) that was not ideal for the device to provide accurate assistance. |
Arm/Group Title | Individuals Post-stroke Using a Powered Hip Exoskeleton |
---|---|
Arm/Group Description | This study was conducted on a sample population of stroke subjects (single arm). Each subject was tested with each condition of the exoskeleton (repeated measures). Powered hip exoskeleton: The study team tested a powered hip exoskeleton and its capability to improve locomotion in stroke survivors. |
Period Title: Overall Study | |
STARTED | 5 |
COMPLETED | 5 |
NOT COMPLETED | 0 |
Baseline Characteristics
Arm/Group Title | Individuals Post-stroke Using a Powered Hip Exoskeleton |
---|---|
Arm/Group Description | This study was conducted on a sample population of stroke subjects (single arm). Each subject was tested with each condition of the exoskeleton (repeated measures). Powered hip exoskeleton: The study team tested a powered hip exoskeleton and its capability to improve locomotion in stroke survivors. |
Overall Participants | 5 |
Age (Count of Participants) | |
<=18 years |
0
0%
|
Between 18 and 65 years |
4
80%
|
>=65 years |
1
20%
|
Age (years) [Mean (Standard Deviation) ] | |
Mean (Standard Deviation) [years] |
52.4
(10.2)
|
Age (years) [Median (Full Range) ] | |
Median (Full Range) [years] |
55
|
Sex: Female, Male (Count of Participants) | |
Female |
2
40%
|
Male |
3
60%
|
Ethnicity (NIH/OMB) (Count of Participants) | |
Hispanic or Latino |
0
0%
|
Not Hispanic or Latino |
5
100%
|
Unknown or Not Reported |
0
0%
|
Race (NIH/OMB) (Count of Participants) | |
American Indian or Alaska Native |
0
0%
|
Asian |
0
0%
|
Native Hawaiian or Other Pacific Islander |
0
0%
|
Black or African American |
1
20%
|
White |
4
80%
|
More than one race |
0
0%
|
Unknown or Not Reported |
0
0%
|
Region of Enrollment (participants) [Number] | |
United States |
5
100%
|
Height (Centimeters) [Mean (Standard Deviation) ] | |
Mean (Standard Deviation) [Centimeters] |
172.5
(9.8)
|
Weight (kilograms) [Mean (Standard Deviation) ] | |
Mean (Standard Deviation) [kilograms] |
74.5
(13)
|
Usage of Assistive Device (Count of Participants) | |
Count of Participants [Participants] |
3
60%
|
Time Since Stroke (months) [Mean (Standard Deviation) ] | |
Mean (Standard Deviation) [months] |
63.6
(28.3)
|
Right Paretic Side (Count of Participants) | |
Count of Participants [Participants] |
3
60%
|
Overground Self-Selected Walking Speed (centimeters per second) [Mean (Standard Deviation) ] | |
Mean (Standard Deviation) [centimeters per second] |
80.08
(17.78)
|
Step Length Asymmetry (unitless) [Mean (Standard Deviation) ] | |
Mean (Standard Deviation) [unitless] |
0.53
(0.02)
|
Outcome Measures
Title | Overground Self-Selected Walking Speed Using Hip Exoskeleton Assistance |
---|---|
Description | Using five different hip exoskeleton assistance strategies, the participant's overground self-selected walking speed was recorded. Assistance types are 1) Unilateral Paretic Assistance, 2) Unilateral Non-Paretic Assistance, 3) Bilateral Equal Assistance, 4) Bilateral Additional Paretic Assistance, and 5) Bilateral Additional Non-Paretic Assistance. The first information (unilateral or bilateral) refers to the leg(s) that the exoskeleton is providing assistance with. For example, unilateral assistance means that the assistance is provided to only one side (zero assistance for the other side). The second information (additional paretic/non-paretic or equal) refers to the leg that the assistance is provided more. For example, bilateral additional paretic assistance means that the exoskeleton is providing assistance to both hip joints but provides higher magnitude on the paretic side. |
Time Frame | 4 hours |
Outcome Measure Data
Analysis Population Description |
---|
The effect of different exoskeleton strategies on the subject was evaluated by calculating the changes in overground walking speed by comparing them to the subject's baseline of not wearing the exoskeleton (within subject analysis). |
Arm/Group Title | Individuals Post-stroke Using a Powered Hip Exoskeleton |
---|---|
Arm/Group Description | This study was conducted on a sample population of stroke subjects (single arm). Each subject was tested with each condition of the exoskeleton (repeated measures). Powered hip exoskeleton: The study team tested a powered hip exoskeleton and its capability to improve locomotion in stroke survivors. |
Measure Participants | 5 |
Unilateral Paretic Assistance |
87.03
(12.94)
|
Unilateral Non-Paretic Assistance |
87.96
(14.8)
|
Bilateral Equal Assistance |
90.4
(14.2)
|
Bilateral Additional Paretic Assistance |
93.05
(14.64)
|
Bilateral Additional Non-Paretic Assistance |
94.64
(15.69)
|
Statistical Analysis 1
Statistical Analysis Overview | Comparison Group Selection | Individuals Post-stroke Using a Powered Hip Exoskeleton |
---|---|---|
Comments | Primary Outcome Measure - Arm/Group 1 | |
Type of Statistical Test | Other | |
Comments | A one-way repeated measures analysis of variance (ANOVA) was performed on different exoskeleton assistance strategies (including the baseline of not wearing the exoskeleton) on the subject's overground self-selected walking speed by setting an alpha value to 0.05. | |
Statistical Test of Hypothesis | p-Value | 0.000005 |
Comments | ||
Method | ANOVA | |
Comments |
Title | Step Length Asymmetry Using Hip Exoskeleton Assistance |
---|---|
Description | Step length asymmetry was calculated by dividing the paretic side step length by the sum of the paretic and non-paretic side step lengths, where an asymmetry of 0.5 indicates perfect symmetry between the paretic and non-paretic sides. Using five different hip exoskeleton assistance strategies, the participant's Step Length Asymmetry during overground walking was recorded. Assistance types are 1) Unilateral Paretic Assistance, 2) Unilateral Non-Paretic Assistance, 3) Bilateral Equal Assistance, 4) Bilateral Additional Paretic Assistance, and 5) Bilateral Additional Non-Paretic Assistance. The first information (unilateral or bilateral) refers to the leg(s) that the exoskeleton is providing assistance with. For example, unilateral assistance means that the assistance is provided to only one side (zero assistance for the other side). The second information (additional paretic/non-paretic or equal) refers to the leg that the assistance is provided more. |
Time Frame | 4 hours |
Outcome Measure Data
Analysis Population Description |
---|
The effect of different exoskeleton strategies on the subject was evaluated by calculating the changes in step length asymmetry by comparing them to the subject's baseline of not wearing the exoskeleton (within subject analysis). |
Arm/Group Title | Individuals Post-stroke Using a Powered Hip Exoskeleton |
---|---|
Arm/Group Description | This study was conducted on a sample population of stroke subjects (single arm). Each subject was tested with each condition of the exoskeleton (repeated measures). Powered hip exoskeleton: The study team tested a powered hip exoskeleton and its capability to improve locomotion in stroke survivors. |
Measure Participants | 5 |
Unilateral Paretic Assistance |
0.54
(0.02)
|
Unilateral Non-Paretic Assistance |
0.54
(0.03)
|
Bilateral Equal Assistance |
0.54
(0.02)
|
Bilateral Additional Paretic Assistance |
0.54
(0.02)
|
Bilateral Additional Non-Paretic Assistance |
0.53
(0.02)
|
Statistical Analysis 1
Statistical Analysis Overview | Comparison Group Selection | Individuals Post-stroke Using a Powered Hip Exoskeleton |
---|---|---|
Comments | Secondary Outcome Measure - Arm/Group 1 | |
Type of Statistical Test | Other | |
Comments | A one-way repeated measures analysis of variance (ANOVA) was performed on different exoskeleton assistance strategies (including the baseline of not wearing the exoskeleton) on the subject's step length asymmetry by setting an alpha value to 0.05. | |
Statistical Test of Hypothesis | p-Value | 0.131 |
Comments | ||
Method | ANOVA | |
Comments |
Adverse Events
Time Frame | Duration of the experiment (4 hours) | |
---|---|---|
Adverse Event Reporting Description | For this, three main adverse events were monitored: 1) All-Cause Mortality, 2) Serious Adverse Events, and 3) Other (Not Including Serious) Adverse Events. The main event that was considered as a serious adverse event is if the subject falls during the trial when the exoskeleton is providing assistance. Lastly, another adverse event (not serious) is if the exoskeleton usage throughout the experiment caused any skin irritations (e.g., redness) around the user interface. | |
Arm/Group Title | Individuals Post-stroke Using a Powered Hip Exoskeleton | |
Arm/Group Description | This study was conducted on a sample population of stroke subjects (single arm). Each subject was tested with each condition of the exoskeleton (repeated measures). Powered hip exoskeleton: The study team tested a powered hip exoskeleton and its capability to improve locomotion in stroke survivors. | |
All Cause Mortality |
||
Individuals Post-stroke Using a Powered Hip Exoskeleton | ||
Affected / at Risk (%) | # Events | |
Total | 0/5 (0%) | |
Serious Adverse Events |
||
Individuals Post-stroke Using a Powered Hip Exoskeleton | ||
Affected / at Risk (%) | # Events | |
Total | 0/5 (0%) | |
Other (Not Including Serious) Adverse Events |
||
Individuals Post-stroke Using a Powered Hip Exoskeleton | ||
Affected / at Risk (%) | # Events | |
Total | 0/5 (0%) |
Limitations/Caveats
More Information
Certain Agreements
All Principal Investigators ARE employed by the organization sponsoring the study.
There is NOT an agreement between Principal Investigators and the Sponsor (or its agents) that restricts the PI's rights to discuss or publish trial results after the trial is completed.
Results Point of Contact
Name/Title | Dr. Aaron Young |
---|---|
Organization | Georgia Institute of Technology |
Phone | 404-385-5306 |
aaron.young@me.gatech.edu |
- H19179