RECRUITING

Non-invasive BCI-controlled Assistive Devices

Study Overview

This clinical trial focuses on testing the efficacy of different digital interventions to promote re-engagement in cancer-related long-term follow-up care for adolescent and young adult (AYA) survivors of childhood cancer.

Description

Injuries affecting the central nervous system may disrupt the cortical pathways to muscles causing loss of motor control. Nevertheless, the brain still exhibits sensorimotor rhythms (SMRs) during movement intents or motor imagery (MI), which is the mental rehearsal of the kinesthetics of a movement without actually performing it. Brain-computer interfaces (BCIs) can decode SMRs to control assistive devices and promote functional recovery. Despite rapid advancements in non-invasive BCI systems based on EEG, two persistent challenges remain: First, the instability of SMR patterns due to the non-stationarity of neural signals, which may significantly degrade BCI performance over days and hamper the effectiveness of BCI-based rehabilitation. Second, differentiating MI patterns corresponding to fine hand movements of the same limb is still difficult due to the low spatial resolution of EEG. To address the first challenge, subjects usually learn to elicit reliable SMR and improve BCI control through longitudinal training, so a fundamental question is how to accelerate subject training building upon the SMR neurophysiology. In this study, the investigators hypothesize that conditioning the brain with transcutaneous electrical spinal stimulation, which reportedly induces cortical inhibition, would constrain the neural dynamics and promote focal and strong SMR modulations in subsequent MI-based BCI training sessions - leading to accelerated BCI training. To address the second challenge, the investigators hypothesize that neuromuscular electrical stimulation (NMES) applied contingent to the voluntary activation of the primary motor cortex through MI can help differentiate patterns of activity associated with different hand movements of the same limb by consistently recruiting the separate neural pathways associated with each of the movements within a closed-loop BCI setup. The investigators study the neuroplastic changes associated with training with the two stimulation modalities.

Official Title

Non-invasive Brain-computer Interfaces for Control of Assistive Devices

Quick Facts

Study Start:2021-06-16
Study Completion:2025-12-30
Study Type:Not specified
Phase:Not Applicable
Enrollment:Not specified
Status:RECRUITING

Study ID

NCT05183152

Participation Criteria

Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.

Ages Eligible for Study:18 Years to 80 Years
Sexes Eligible for Study:ALL
Accepts Healthy Volunteers:Yes
Standard Ages:ADULT, OLDER_ADULT
Inclusion CriteriaExclusion Criteria
  1. 1. Able-bodied participants:
  2. * good general health
  3. * normal or corrected vision
  4. * no history of neurological/psychiatric disease
  5. * ability to read and understand English (Research Personnel do not speak Spanish)
  6. 2. Subjects with motor disabilities
  7. * motor deficits due to: unilateral and bilateral stroke / spinal cord injury / motor neuron diseases (i.e. amyotrophic lateral sclerosis, spino-cerebellar ataxia, multiple sclerosis) / muscular diseases (i.e. myopathy) / traumatic or neurological pain / movement disorders (i.e. cerebral palsy) / orthopedic / traumatic brain injury / brain tumors
  8. * normal or corrected vision
  9. * ability to read and understand English
  10. * ability to provide informed consent
  1. 1. Subjects with motor disabilities
  2. * short attentional spans or cognitive deficits that prevent the subject from concentrating during the whole experimental session
  3. * heavy medication affecting the central nervous system (including vigilance)
  4. * concomitant serious illness (e.g., metabolic disorders)
  5. 2. All participants
  6. * factors hindering EEG/EMG acquisition and the delivery of non-invasive electrical stimulation (e.g., skin infection, wounds, dermatitis, metal implants under electrodes)
  7. * criteria identified in safety guidelines for MRI and TMS, in particular metallic implants

Contacts and Locations

Study Contact

Jose del R. Millan, PhD
CONTACT
512-232-8111
jose.millan@austin.utexas.edu
Hussein Alawieh
CONTACT
512-373-0535
hussein@utexas.edu

Principal Investigator

Jose del R. Millan, PhD
PRINCIPAL_INVESTIGATOR
The University of Texas at Austin

Study Locations (Sites)

The University of Texas at Austin
Austin, Texas, 78712
United States

Collaborators and Investigators

Sponsor: University of Texas at Austin

  • Jose del R. Millan, PhD, PRINCIPAL_INVESTIGATOR, The University of Texas at Austin

Study Record Dates

These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.

Study Registration Dates

Study Start Date2021-06-16
Study Completion Date2025-12-30

Study Record Updates

Study Start Date2021-06-16
Study Completion Date2025-12-30

Terms related to this study

Keywords Provided by Researchers

  • motor deficits
  • able-bodied, healthy
  • unilateral and bilateral stroke
  • spinal cord injury
  • motor neuron diseases
  • muscular diseases (i.e. myopathy)
  • traumatic or neurological pain
  • movement disorders

Additional Relevant MeSH Terms

  • Motor Disorders
  • Healthy
  • Spinal Cord Injuries
  • Muscular Diseases
  • Motor Neuron Disease
  • Stroke
  • Traumatic Brain Injury
  • Movement Disorders
  • Multiple Sclerosis