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StrokeNCT01948739

Brain Machine Interface Control of an Robotic Exoskeleton in Training Upper Extremity Functions in Stroke

A study testing MAHI EXO-II exoskeleton augmented with BMI system in people with Stroke and Hemiparesis, run by The University of Texas Health Science Center, Houston at 1 site in United States.

Completed

Finished. The study has ended and is not enrolling. Results may be posted on the official record.

Official record
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Trial summary

The purpose of this study is: 1. To augment the MAHI Exo-II, a physical human exoskeleton, with a non-invasive brain machine interface (BMI) to actively include patient in the control loop and thereby making the therapy 'active'. 2. Read more about this study

Who is it for?
Ages 18 to 75 yearsHealthy volunteers can take part
Conditions the study is for
Stroke, Hemiparesis
What is being tested?
MAHI EXO-II exoskeleton augmented with BMI system
Type of treatment
Medical device
Could I receive a placebo?
No, everyone receives an active treatment
How many people
18 participants
Where
1 siteUnited States
Study dates
24 Sep 2013to 28 Apr 2018
Phase
Interventional
Are there results?
Yes, posted in the registrySummary in the doctors' view

Key requirements

Who can take part, as listed by the sponsor. Only the study team can confirm whether you are eligible, so take this list to your doctor.

  • Ages 18 to 75 years
  • All sexes
  • Healthy volunteers accepted
  • Adult, Older adult

Who may be able to join

  • Diagnosis of unilateral cortical and subcortical stroke confirmed by brain CT or MRI scan;
  • Subacute or chronic stroke; interval of at least 3month and interval of at least 6 months from stroke to time of enrollment, respectively;
  • No previous clinically defined stroke;
  • Age between 18-75 years;
  • Upper-extremity hemiparesis associated with stroke (manual muscle testing score of at least 2, but no more than 4/5 in the elbow and wrist flexors);
  • No joint contracture or severe spasticity in the affected upper extremity: i.e., significant increase in muscle tone against passive ROM is no more than ½ of full range for given joint e.g., elbow, wrist and forearm movements.
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  • Sitting balance sufficient to participate with robotic activities;
  • No neglect that would preclude participation in the therapy protocol;
  • Upper limb proprioception present ( as tested by joint position sense of wrist);
  • No history of neurolytic procedure to the affected limb in the past four months and no planned alteration in upper-extremity therapy or medication for muscle tone during the course of the study;
  • No medical or surgical condition that will preclude participation in an occupational therapy program, that includes among others, strengthening, motor control and functional re-training of the upper limbs;
  • No contraindication to MRI;
  • No condition (e.g., severe arthritis, central pain) that would interfere with valid administration of the motor function tests;
  • English-language comprehension and cognitive ability sufficient to give informed consent and to cooperate with the intervention.-
  • able to understand and sign the consent form
  • age 18-65
  • Exclusion criteria: - Previous history of or MRI findings consistent with brain tumors, strokes, trauma or arterial venous malformations - Contraindication to MRI - Pregnancy

Who cannot join

  • Orthopedic limitations of either upper extremity that would affect performance on the study;
  • Untreated depression that may affect motivation to participate in the study;
  • Subjects who cannot provide self-transportation to the study location.

Trial locations and contacts

1 site in 1 country.

United States1 site
  • The Institute for Rehabilitation and Research (TIRR) at Memorial Hermann

    Houston, Texas, 77030

Other trials in United States

About this study

Official title: NRI:BMI Control of a Therapeutic Exoskeleton

The purpose of this study is:

  1. To augment the MAHI Exo-II, a physical human exoskeleton, with a non-invasive brain machine interface (BMI) to actively include patient in the control loop and thereby making the therapy 'active'.
  2. To determine appropriate robotic (kinematic data acquired through sensors on robotic device ) and electrophysiological ( electroencephalography- EEG based) measures of arm motor impairment and recovery after stroke.
  3. To demonstrate that the BMI controlled MAHI Exo-II robotic arm training is feasible and effective in improving arm motor functions in sub-acute and chronic stroke population.
Read the detailed description

This study aims to provide an adjunct to accelerate neurorehabilitation for stroke patients. The MAHI EXO-II, a physical human-robot interface, will be combined with a non-invasive brain-machine interface (BMI) to actively include the patient in the training of upper extremity motor functions.

Conditions
Stroke, Hemiparesis
Being tested
MAHI EXO-II exoskeleton augmented with BMI system
Keywords
Brain machine interface, Rehabilitation robotics, Stroke, Hemiparesis
Medical subject headings
Stroke, Paresis

What participants receive

What participants receive. In a randomised study each person is assigned to one group by chance.

  • MAHI EXO-II exoskeleton augmented with BMI systemDevice

    Also called Brain Machine Interface System, Rehabilitation robotics

    In this longitudinal study, adult subjects with hemiparesis due to acute or chronic stroke will receive robotic-assisted training through an EEG-based BMI control of robotic exoskeleton to study the changes in upper extremity motor function, cortical plasticity (using the EEG and fMRI). The training will be provided 3x/week for 12 sessions over one-month period.

Study groups in NCT01948739
Study groupRoleWhat they receive
BMI control of MAHI Exo-IIExperimentalMAHI EXO-II exoskeleton augmented with BMI system will be used to actively include the patient in the control loop, thereby making the therapy 'active' and engaging patients with various impairment severity in rehabilitation tasks. Patients will receive longitudinal training with the BMI-robotic interface for 3-4 sessions per week, over a period of 3 months.
Receives: Device: MAHI EXO-II exoskeleton augmented with BMI system

What is being measured

The primary outcome is the main question the study is designed to answer.

  1. Change From Baseline in Fugl-Meyer Arm (FMA) Motor Score

    FMA is a stroke-specific, performance based impairment index. It quantitatively measures impairment based on Twitchell and Brunnstrom's concept of sequential stages of motor return in hemiplegic stroke patients. It uses an ordinal scale for scoring of 33 items for the upper limb component of the F-M scale (0:can not perform; 1:can perform partially; 2:can perform fully). Total range is 0-66, 0 being poor and 66 normal.

    Measured: Baseline, immediately after end of treatment (within a week), 2 weeks after end of treatment, 12 weeks after end of treatment

  2. Neural Activity (Cortical Dynamics) Measured by Electroencephalography (EEG) Movement-related Cortical Potential (MRCP) Amplitude

    EEG activity in the low-frequency delta band will be assessed. Scalp EEG electrodes will be located over the motor cortex, specifically, central (Cz, C1- C4), fronto- central (FCz, FC1 - FC4) and centro-parietal electrodes (CPz, CP1 - CP4). Further, to account for left hand vs. right hand impairment, the electrode locations will be flipped for individuals with right hand impairment. Increased MRCP amplitude indicates increased activation of the ipsi-lesional hemisphere or inhibition of competing contra-lesional hemisphere, following motor relearning.

    Measured: Baseline, immediately after end of treatment (within a week)

  3. Cortical Dynamics Measured by Electroencephalography (EEG) Movement-related Cortical Potential (MRCP) Latency

    EEG activity in the low-frequency delta band will be assessed. Scalp EEG electrodes will be located over the motor cortex, specifically, central (Cz, C1- C4), fronto- central (FCz, FC1 - FC4) and centro-parietal electrodes (CPz, CP1 - CP4). Further, to account for left hand vs. right hand impairment, the electrode locations will be flipped for individuals with right hand impairment. MRCP latency is the duration of MRCP prior to movement onset, and is defined as time difference starting from 50% of peak amplitude until the time of movement onset. Increased MRCP latency indicates increased activation of the ipsi-lesional hemisphere or inhibition of competing contra-lesional hemisphere, following motor relearning.

    Measured: Baseline, immediately after end of treatment (within a week)

  4. Movement Quality as Assessed by Exoskeleton Kinematics - Average Speed

    A higher value indicates better movement quality.

    Measured: Baseline, immediately after end of treatment (within a week)

  5. Movement Quality as Assessed by Exoskeleton Kinematics - Spectral Arc Length

    Spectral Arc Length is a frequency-domain measure that increases in value as movements become less jerky. A higher value indicates better movement quality (that is, movements are less jerky).

    Measured: Baseline, immediately after end of treatment (within a week)

  6. Movement Quality as Assessed by Exoskeleton Kinematics - Number of Peaks

    Number of peaks is a metric related to the shape of the velocity profile. A higher number of peaks implies jerkier movement. A lower number of peaks indicates better movement quality (that is, movements are less jerky).

    Measured: Baseline, immediately after end of treatment (within a week)

  7. Movement Quality as Assessed by Exoskeleton Kinematics - Time to First Peak

    Time to 1st Peak is a metric related to the shape of the velocity profile, and is reported as [(time to first peak) divided by (total movement duration)]. This value is usually less than the ideal value of 0.5, or 50%, of the total movement duration when a movement has more than one peak. The closer the value is to the ideal value of 0.5, the more well-balanced are the movements.

    Measured: Baseline, immediately after end of treatment (within a week)

Secondary outcomes (4)
  1. Score on Action Research Arm Test (ARAT)

    The ARAT is used to assess subject's ability to manipulate-lift-release objects horizontally and vertically, which differs in size, weight and shape. The test consists of 19 items divided into 4 sub-tests (grasp, grip, pinch, gross arm movement) and each item is rated on a 4-point scale. The possible total score ranges between 0-57. Higher scores indicate better performance.

    Measured: Baseline, immediately after end of treatment (within a week), 2 weeks after end of treatment, 12 weeks after end of treatment

  2. Score on Jebsen-Taylor Hand Function Test (JTHFT)

    The JTHFT is a motor performance test and assesses the time needed to perform 7 everyday activities (for example, flipping cards and feeding). Score is reported as items completed per second.

    Measured: Baseline, immediately after end of treatment (within a week), 2 weeks after end of treatment, 12 weeks after end of treatment

  3. Grip Strength

    A grip dynamometer will be used to measure maximum gross grasp force.

    Measured: Baseline, immediately after end of treatment (within a week), 2 weeks after end of treatment, 12 weeks after end of treatment

  4. Pinch Strength

    A pinch gauge will be used to measure maximum pinch force.

    Measured: Baseline, immediately after end of treatment (within a week), 2 weeks after end of treatment, 12 weeks after end of treatment

Timeline

From the start of the study to its completion; the mark is today. Estimated dates are the sponsor’s plan.

  1. First posted24 Sep 2013 (estimated)
  2. Study start24 Sep 2013
  3. Primary completion28 Apr 2018
  4. Study completion28 Apr 2018

Resources

More details

For doctors and researchers: how the study is designed, who runs it, and its registry IDs.

Study design
Study type
Interventional
Phase
Phase N/A
Primary purpose
Treatment
Allocation
Not applicable
Intervention model
Single group
Masking
None (open label)
Enrolment
18 participants (actual)
IDs, dates and publications
ClinicalTrials.gov ID
NCT01948739
Sponsor's protocol ID
HSC-MS-13-0054
Other IDs
1R01NS081854
Status last verified
Jun 2021
First submitted
21 Jun 2013
Last updated
29 Jun 2021
Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
Yes
Individual data sharing
No

Publications

  • A. Gupta, V. Patolgu, M.K. O'Malley, and C.M. Burgar (2008). Design, Control and Performance of RiceWrist: A Force Feedback Wrist Exoskeleton for Rehabilitation and Training, International Journal of Robotics Research (IJRR) 27(2): 233-51.

  • Bradberry TJ, Gentili RJ, Contreras-Vidal JL. Fast attainment of computer cursor control with noninvasively acquired brain signals. J Neural Eng. 2011 Jun;8(3):036010. doi: 10.1088/1741-2560/8/3/036010. Epub 2011 Apr 15.

    PubMed 21493978
  • Yozbatiran N, Berliner J, O'Malley MK, Pehlivan AU, Kadivar Z, Boake C, Francisco GE. Robotic training and clinical assessment of upper extremity movements after spinal cord injury: a single case report. J Rehabil Med. 2012 Feb;44(2):186-8. doi: 10.2340/16501977-0924.

    PubMed 22334347
  • Bhagat NA, French J, Venkatakrishnan A, Yozbatiran N, Francisco GE, O'Malley MK, Contreras-Vidal JL. Detecting movement intent from scalp EEG in a novel upper limb robotic rehabilitation system for stroke. Annu Int Conf IEEE Eng Med Biol Soc. 2014;2014:4127-4130. doi: 10.1109/EMBC.2014.6944532.

    PubMed 25570900
  • Bhagat NA, Venkatakrishnan A, Abibullaev B, Artz EJ, Yozbatiran N, Blank AA, French J, Karmonik C, Grossman RG, O'Malley MK, Francisco GE, Contreras-Vidal JL. Design and Optimization of an EEG-Based Brain Machine Interface (BMI) to an Upper-Limb Exoskeleton for Stroke Survivors. Front Neurosci. 2016 Mar 31;10:122. doi: 10.3389/fnins.2016.00122. eCollection 2016.

    PubMed 27065787
  • Bhagat NA, Yozbatiran N, Sullivan JL, Paranjape R, Losey C, Hernandez Z, Keser Z, Grossman R, Francisco GE, O'Malley MK, Contreras-Vidal JL. Neural activity modulations and motor recovery following brain-exoskeleton interface mediated stroke rehabilitation. Neuroimage Clin. 2020;28:102502. doi: 10.1016/j.nicl.2020.102502. Epub 2020 Nov 19.

    PubMed 33395991

Questions about this trial

What is this clinical trial studying?

A study testing MAHI EXO-II exoskeleton augmented with BMI system in people with Stroke and Hemiparesis, run by The University of Texas Health Science Center, Houston at 1 site in United States.

The full registered description is in the About this study section and the official record.

Who may be eligible to take part?

The sponsor lists 17 inclusion and 3 exclusion criteria. Eligibility is decided by the study team after screening, so read the full criteria and contact a listed site.

Is this clinical trial currently recruiting?

The record says: finished, as of the sponsor's last update on 29 Jun 2021. Status can change between updates, so confirm with the study contact before making plans.

Where is the study taking place?

The record lists 1 site in United States. Whether a site is taking part right now should be confirmed with that site. See every site.

What are the possible benefits and risks?

They depend on the study and the treatment, and no study can promise a benefit. The study team explains the known risks during informed consent, before anyone joins; the record itself does not list them.

Are results available for this study?

Yes. Results are posted in the registry (first posted 29 Jun 2021). A summary is in the For doctors view, and the full results are on ClinicalTrials.gov.

How can a doctor refer a patient or contact the research team?

The record lists no contact. The official record names the sponsor, who can be asked directly. AzTrials does not enrol participants or take referrals.

What does the primary outcome measure?

Change From Baseline in Fugl-Meyer Arm (FMA) Motor Score (time frame: Baseline, immediately after end of treatment (within a week), 2 weeks after end of treatment, 12 weeks after end of treatment). The study lists 7 primary outcomes in all. It is what the study was designed to measure, not a finding.

Where can I read the original study information?

On the ClinicalTrials.gov record for NCT01948739, which also lists 6 linked publications.

Does a listing mean the treatment is approved or proven to work?

No. A listing means the study is registered. It does not show that the treatment is safe, works, or is approved by a regulator.

How often is this information updated?

AzTrials copies changed records from ClinicalTrials.gov every night and reloads the whole registry every week. The sponsor last updated this record on 29 Jun 2021.

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Clinical Trial NCT01948739 | AzTrials