Motor Learning
Conditions
Keywords
randomized, double-blinded, tDCS, motor imagery, functional near-infrared spectroscopy (fNIRS), controlled trial
Brief summary
The primary goal of this research was to assess the practicality and initial effectiveness of a motor imagery (MI) intervention combined with elements of action observation (AO), alongside active or sham transcranial direct current stimulation (tDCS) over the prefrontal cortex (PFC), on locomotor learning in healthy adults. Feasibility was determined by examining recruitment rates, participant engagement, and safety measures. The efficacy of the intervention was gauged by analyzing the time taken to complete tasks and changes in cerebral blood flow immediately after the intervention and one week later. The study was guided by three main hypotheses: (1) the intervention techniques would be well-received and safe for the participants; (2) compared to a control group, MI training would lead to better learning outcomes and retention of learning; (3) in comparison to the control and sham tDCS groups, active tDCS would result in superior learning outcomes and retention of learning.
Detailed description
The study implemented a double-blind, randomized, controlled trial design. Participants were tested three times over 7 days. After study enrollment, the participants were randomly assigned to one of three groups: MIActive (receiving active tDCS stimulation and participating in MI protocol), MISham (receiving sham tDCS stimulation and participating in MI protocol), and Control (receiving no stimulation and participating in an unrelated video-watching task) by a research member not associated with data collection. Allocation ratio was 1:1:1 and a block randomization approach was employed to maintain an equal distribution of participants across the three groups throughout the study. Study participants and assessors were blinded to assignment of active or sham tDCS. The independent variables were time (pre, post, and retention trials) and group (MIActive, MISham and Control), and the dependent variables were time to completion of a complex obstacle course and the amount of change in oxygenated hemoglobin (ΔO2Hb) during performance of that task.
Interventions
Participants watched a standardized video sequence that consisted of an individual completing twenty walking trials (twenty video clips-each clip represents one trial). Participants were instructed to place their focus intently on the person performing the obstacle course and try to imagine themselves doing the skill. Periodically, a reminder would appear to help focus and redirect participant's attention to different aspects of the video or different versions of imagery (visual or kinesthetic). Participants will watch the video first at normal play speed and then in slow motion after a short break (30 secs to 1 min). Total training time will be approximately 20 mins which is consistent with the duration of the locomotor intervention and duration of stimulation.
The participants received a 20-minute active session of tDCS at a 2-milliamp current.
The participants received a 20-minute session of sham tDCS.
Sponsors
Study design
Eligibility
Inclusion criteria
* Male and female adults age 18 and older * Freely ambulatory (no assistive walking aids)
Exclusion criteria
* Failure to meet specific inclusion criteria * History or presence of any neurological disease * Low visual ability, operationally defined as visual acuity less than 20/70 on the standard eye chart * Extreme difficulty performing walking tasks due to low visual ability * Clinical judgment of the investigative team * Additionally, subjects who are determined to be at increased risk for adverse events during the tDCS procedure, as determined by the tDCS screening questionnaire
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Prefrontal Cortical Activity | Baseline to 1 week follow up | Functional near infrared spectroscopy (fNIRS) monitor (OctaMon by Artinis Medical Systems), changes in oxygenated hemoglobin concentration (O2Hb) relative to a baseline task |
| Adherence to Interventions | Baseline to 1 week follow up | number of sessions attended |
| Retention of Participants | Baseline to 1 week follow up | number of participants completing intervention and follow-up assessment |
| Adverse Events in Each Study Arm | Baseline to 1 week follow up | Number of unexpected and/or serious adverse events |
| Time to Completion | Baseline to 1 week follow up | Recorded time to complete the obstacle course |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| Kinesthetic and Visual Imagery Questionnaire (KVIQ) | Baseline to 1 week follow up | The Kinesthetic and Visual Imagery Questionnaire (KVIQ-10) measures the ability to imagine movements. This test evaluates the subject's ability to see (visual imagery) and feel (kinesthetic imagery) movements. The KVIQ-10 total score ranges from 10 to 50 (visual and kinesthetic subscale scores each range from 5 to 25).The KVIQ consists of 10 items, (5 movements for each scale), each item being a separate movement followed by rating the ease or difficulty of generating those self-images on a 5-point Likert scale (where 1 = no image or sensation and 5 = Image as clear as seeing or as intense as executing the action). Higher scores reflect higher imagery abilities. |
Countries
United States
Participant flow
Participants by arm
| Arm | Count |
|---|---|
| MI/Active tDCS The participants received active tDCS current and participated in the Motor Imagery intervention.
Motor Imagery (MI): Participants watched a standardized video sequence that consisted of an individual completing twenty walking trials (twenty video clips-each clip represents one trial). Participants were instructed to place their focus intently on the person performing the obstacle course and try to imagine themselves doing the skill. Periodically, a reminder would appear to help focus and redirect participant's attention to different aspects of the video or different versions of imagery (visual or kinesthetic). Participants will watch the video first at normal play speed and then in slow motion after a short break (30 secs to 1 min). Total training time will be approximately 20 mins which is consistent with the duration of the locomotor intervention and duration of stimulation.
Active tDCS: The participants received a 20-minute active session of tDCS at a 2-milliamp current. | 13 |
| MI/Sham tDCS The participants received sham tDCS current and participated in the Motor Imagery intervention.
Motor Imagery (MI): Participants watched a standardized video sequence that consisted of an individual completing twenty walking trials (twenty video clips-each clip represents one trial). Participants were instructed to place their focus intently on the person performing the obstacle course and try to imagine themselves doing the skill. Periodically, a reminder would appear to help focus and redirect participant's attention to different aspects of the video or different versions of imagery (visual or kinesthetic). Participants will watch the video first at normal play speed and then in slow motion after a short break (30 secs to 1 min). Total training time will be approximately 20 mins which is consistent with the duration of the locomotor intervention and duration of stimulation.
Sham tDCS: The participants received a 20-minute session of sham tDCS. | 12 |
| Control The control group watched an unrelated (non stimulating) video for a duration equal to the MI groups' intervention tasks. | 13 |
| Total | 38 |
Withdrawals & dropouts
| Period | Reason | FG000 | FG001 | FG002 |
|---|---|---|---|---|
| Overall Study | Lost to Follow-up | 1 | 1 | 3 |
Baseline characteristics
| Characteristic | MI/Active tDCS | MI/Sham tDCS | Control | Total |
|---|---|---|---|---|
| Age, Categorical <=18 years | 0 Participants | 0 Participants | 0 Participants | 0 Participants |
| Age, Categorical >=65 years | 0 Participants | 0 Participants | 0 Participants | 0 Participants |
| Age, Categorical Between 18 and 65 years | 13 Participants | 12 Participants | 13 Participants | 38 Participants |
| Age, Continuous | 22.42 years STANDARD_DEVIATION 1.98 | 22.36 years STANDARD_DEVIATION 2.06 | 24.1 years STANDARD_DEVIATION 4.04 | 22.96 years STANDARD_DEVIATION 2.69 |
| Race and Ethnicity Not Collected | — | — | — | 0 Participants |
| Sex: Female, Male Female | 11 Participants | 11 Participants | 10 Participants | 32 Participants |
| Sex: Female, Male Male | 2 Participants | 1 Participants | 3 Participants | 6 Participants |
Adverse events
| Event type | EG000 affected / at risk | EG001 affected / at risk | EG002 affected / at risk |
|---|---|---|---|
| deaths Total, all-cause mortality | 0 / 13 | 0 / 12 | 0 / 13 |
| other Total, other adverse events | 0 / 13 | 0 / 12 | 0 / 13 |
| serious Total, serious adverse events | 0 / 13 | 0 / 12 | 0 / 13 |
Outcome results
Adherence to Interventions
number of sessions attended
Time frame: Baseline to 1 week follow up
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| MI/Active tDCS | Adherence to Interventions | 1.92 Numbers of session completed | Standard Deviation 0.27 |
| MI/Sham tDCS | Adherence to Interventions | 1.91 Numbers of session completed | Standard Deviation 0.28 |
| Control | Adherence to Interventions | 1.77 Numbers of session completed | Standard Deviation 0.43 |
Adverse Events in Each Study Arm
Number of unexpected and/or serious adverse events
Time frame: Baseline to 1 week follow up
| Arm | Measure | Value (NUMBER) |
|---|---|---|
| MI/Active tDCS | Adverse Events in Each Study Arm | 0 number of adverse events |
| MI/Sham tDCS | Adverse Events in Each Study Arm | 0 number of adverse events |
| Control | Adverse Events in Each Study Arm | 0 number of adverse events |
Prefrontal Cortical Activity
Functional near infrared spectroscopy (fNIRS) monitor (OctaMon by Artinis Medical Systems), changes in oxygenated hemoglobin concentration (O2Hb) relative to a baseline task
Time frame: Baseline to 1 week follow up
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| MI/Active tDCS | Prefrontal Cortical Activity | 20 minutes post Baseline (Post-Intervention) | -0.62 μM | Standard Deviation 0.7 |
| MI/Active tDCS | Prefrontal Cortical Activity | Baseline (Pre-Intervention) | 0.04 μM | Standard Deviation 0.47 |
| MI/Active tDCS | Prefrontal Cortical Activity | 1 Week Follow up | -0.61 μM | Standard Deviation 0.51 |
| MI/Sham tDCS | Prefrontal Cortical Activity | 20 minutes post Baseline (Post-Intervention) | -0.19 μM | Standard Deviation 0.91 |
| MI/Sham tDCS | Prefrontal Cortical Activity | Baseline (Pre-Intervention) | 0.11 μM | Standard Deviation 0.68 |
| MI/Sham tDCS | Prefrontal Cortical Activity | 1 Week Follow up | 0.24 μM | Standard Deviation 1.11 |
| Control | Prefrontal Cortical Activity | Baseline (Pre-Intervention) | 0.58 μM | Standard Deviation 0.5 |
| Control | Prefrontal Cortical Activity | 1 Week Follow up | 0.12 μM | Standard Deviation 0.64 |
| Control | Prefrontal Cortical Activity | 20 minutes post Baseline (Post-Intervention) | 0.20 μM | Standard Deviation 0.81 |
Retention of Participants
number of participants completing intervention and follow-up assessment
Time frame: Baseline to 1 week follow up
| Arm | Measure | Value (COUNT_OF_PARTICIPANTS) |
|---|---|---|
| MI/Active tDCS | Retention of Participants | 12 Participants |
| MI/Sham tDCS | Retention of Participants | 11 Participants |
| Control | Retention of Participants | 10 Participants |
Time to Completion
Recorded time to complete the obstacle course
Time frame: Baseline to 1 week follow up
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| MI/Active tDCS | Time to Completion | 1 Week Follow up | 39.1 seconds | Standard Deviation 3.98 |
| MI/Active tDCS | Time to Completion | Post-Test | 40.72 seconds | Standard Deviation 3.45 |
| MI/Active tDCS | Time to Completion | Baseline/Pre | 46.60 seconds | Standard Deviation 7.8 |
| MI/Sham tDCS | Time to Completion | Post-Test | 47.21 seconds | Standard Deviation 4.3 |
| MI/Sham tDCS | Time to Completion | Baseline/Pre | 47.64 seconds | Standard Deviation 6.42 |
| MI/Sham tDCS | Time to Completion | 1 Week Follow up | 45.43 seconds | Standard Deviation 3.8 |
| Control | Time to Completion | Baseline/Pre | 39.27 seconds | Standard Deviation 8.1 |
| Control | Time to Completion | 1 Week Follow up | 36.1 seconds | Standard Deviation 8.3 |
| Control | Time to Completion | Post-Test | 37.2 seconds | Standard Deviation 7.8 |
Kinesthetic and Visual Imagery Questionnaire (KVIQ)
The Kinesthetic and Visual Imagery Questionnaire (KVIQ-10) measures the ability to imagine movements. This test evaluates the subject's ability to see (visual imagery) and feel (kinesthetic imagery) movements. The KVIQ-10 total score ranges from 10 to 50 (visual and kinesthetic subscale scores each range from 5 to 25).The KVIQ consists of 10 items, (5 movements for each scale), each item being a separate movement followed by rating the ease or difficulty of generating those self-images on a 5-point Likert scale (where 1 = no image or sensation and 5 = Image as clear as seeing or as intense as executing the action). Higher scores reflect higher imagery abilities.
Time frame: Baseline to 1 week follow up
Population: The motor imagery/active tDCS and motor imagery/sham tDCS groups participated in the KVIQ-10 assessments, receiving motor imagery and active or sham transcranial direct current stimulation, respectively. These assessments evaluated their kinesthetic and visual imagery abilities, in order to compare their relative capabilities. The control group did not participate in the KVIQ-10 because they did not engage in motor imagery training, making the administration of the KVIQ-10 irrelevant for them.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| MI/Active tDCS | Kinesthetic and Visual Imagery Questionnaire (KVIQ) | External Imagery | 21.3 score on a scale | Standard Deviation 4.1 |
| MI/Active tDCS | Kinesthetic and Visual Imagery Questionnaire (KVIQ) | Kinesthetic Imagery | 22.9 score on a scale | Standard Deviation 4.7 |
| MI/Sham tDCS | Kinesthetic and Visual Imagery Questionnaire (KVIQ) | External Imagery | 22.7 score on a scale | Standard Deviation 3 |
| MI/Sham tDCS | Kinesthetic and Visual Imagery Questionnaire (KVIQ) | Kinesthetic Imagery | 21.7 score on a scale | Standard Deviation 4.5 |