Development of Digital Services for Parkinson's Disease
Development of Digital Diagnostics and Intervention Services for Parkinson's Disease
University of Exeter
80 participants
Dec 20, 2024
INTERVENTIONAL
Conditions
Summary
In this project, ocular motor, pupil and gait data in people with Parkinson's disease (PD) will be collected in order to develop machine learning models for the diagnosis and monitoring of PD. With this, the investigators aim to advance the state of the art in PD diagnosis and monitoring. By integrating the principles of machine learning with high-quality sensor data, more accurate and earlier diagnosis could potentially be achieved. Ocular motor and pupil data will be collected with the standard clinical examination and with neos, a medical device approved for objective ocular motor and pupil measurement. Gait will be collected using an IMU sensor and GaitQ senti, a consumer device that allows for an objective and continuous remote gait monitoring.
Eligibility
Inclusion Criteria12
- Diagnosis of idiopathic Parkinson's disease (UK Brain Bank Criteria) or other appropriate condition specific scale \[stroke, multiple sclerosis, arthritis or osteoporosis\]
- Able to self-report history of daily gait freezing and/or festination for people with PD or gait and/or transfers affected by condition
- Able to walk unsupported or using an aid for at least 5 minutes and satisfactory completion of the Canadian PARQ and if over 69 used to carrying out this level of exercise
- Adult (+18 years old)
- Normal or corrected-to-normal vision (Snellen Visual Acuity \> 12/18) or safe to mobilise with support
- Montreal Cognitive assessment score \>21 or ability to follow 2 stage commands
- Healthy participants \[Phase 1,2,3\]
- With no long-term conditions affecting movement
- Able to walk unsupported or using an aid for at least 3 minutes and satisfactory completion of the Canadian PARQ and if over 69 used to carrying out this level of exercise
- Adult (+18 years old)
- Normal or corrected-to-normal vision (Snellen Visual Acuity \> 12/18) or safe to mobilise with support
- Montreal Cognitive assessment score \>21 or ability to follow 2 stage commands
Exclusion Criteria12
- Any physical or mental condition affecting ability to safely participate in this level of activity and capacity to understand testing as demonstrated by ability to safely follow commands and pass the PARQ by the research team.
- Cognitive impairment affecting ability to safely participate and follow instructions
- Any injury or disorder that may affect balance (other than Parkinson's or referring primary condition)
- Any skin conditions or broken skin in the calf and behind knee area
- Deep brain stimulation or pacemaker implants or other implant that may interfere with the measurement system
- Medications likely to affect eye sight or use of virtual reality sytstem
- Healthy participants
- Any physical or mental condition affecting ability to safely participate in this level of activity and capacity to understand testing as demonstrated by ability to safely follow commands and pass the PARQ by the research team.
- Cognitive impairment affecting ability to safely participate and follow instructions
- Any injury or disorder that may affect balance (other than Parkinson's or referring primary condition)
- Any skin conditions or broken skin in the calf and behind knee area
- Deep brain stimulation or pacemaker implants or other implants that may interfere with the measurement system
Interventions
Participants will be invited to participate in the following sequential phases. Participants can participate in Phases as selected. Control participants will not be invited to Phase 4. Phase 1. Lab testing \[2 hours\] Validation study of digital technology measures MachineMD and gaitQ to criterion metric of UPDRS. Phase 2. home/community testing \[2 weeks daily\] Determine feasibility of daily measuring in the home of gaitQ to determine usability, acceptability, and day to day variability of measurement metrics and to determine concurrent validation of home metric to lab metrics to determine, reliability, concurrent validity of change, minimal detectable change and criterion validation to lab-based measures. Phase 3. Lab retesting \[2 hours\] see Phase 1 Phase 4. Home/community intervention \[2 weeks\] Determine the potential for effect of the gaitQ vibration intervention from a 2-week exposure in the home.
Locations(1)
View Full Details on ClinicalTrials.gov
For the most up-to-date information, visit the official listing.
NCT06733077