CURATE.AI COR-Tx Trial for Post Brain Radiotherapy Patients
CURATE.AI Optimised Digital COgnitive Rehabilitation Therapy (COR-Tx) for Post Brain Radiotherapy Patients: CURATE.AI COR-Tx Mixed-methods Feasibility Clinical Trial
Study Overview
Status
Status
Conditions
Conditions
Intervention / Treatment
Intervention / Treatment
Detailed Description
Brain radiotherapy causes downstream cognitive deficits. Drug-based cognitive decline treatments show little improvement and side effects may reduce patient compliance. Regimens are usually administered at a fixed dose that doesn't incorporate high patient variability, leading to sub-optimal responses.
Effective cognitive training can improve cognitive performance. Artificial intelligence platforms show great potential for training personalisation. The CURATE.AI platform can be used to identify N-of-1 (single subject) training profiles that can be used to optimise learning trajectories through individualised calibration and training regimens, potentially leading to improved outcomes compared to standard static or adaptive training strategies. CURATE.AI uses only a subject's own performance data to identify the intensity needed for his/her best output. As the subject evolves during the course of intervention, the training intensities are dynamically modulated to maintain performance within a given range.
Here the investigators propose to test the feasibility of CURATE.AI, with a digital cognitive test battery as the interface, as an adaptive training platform for cognitive training addressed to improve brain cancer radiotherapy patients' cognitive performance. The acceptability, implementation and limited efficacy of the digital intervention (DI) will be explored. In addition, the investigators propose to test the feasibility of the digital cognitive test battery potential as a digital diagnostic (DD) tool as compared to traditional cognitive evaluations performed by a clinician. User experience and usability will also be explored.
Study Type
Study Type
Enrollment (Anticipated)
Enrollment
Phase
Phase
- Not Applicable
Contacts and Locations
Study Contact
Study Contact
- Name: Dr Balamurugan A Vellayappan
- Phone Number: +65 67795555
- Email: bala_vellayappan@nuhs.edu.sg
Study Contact Backup
- Name: Qian Yee, Queenie Chai
- Email: queenie_qy_chai@nuhs.edu.sg
Study Locations
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Singapore, Singapore
- Recruiting
- National University Hospital
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Contact:
- Qian Yee, Queenie Chai, Coordinator
- Email: queenie_qy_chai@nuhs.edu.sg
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Contact:
- Fatin Aliyah, Coordinator
- Email: fatin_hussin@nuhs.edu.sg
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Singapore, Singapore
- Recruiting
- The N.1 Institute for Health (N.1), NUS
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Contact:
- Xavier Tadeo, PhD
- Email: biextc@nus.edu.sg
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Contact:
- Yoong Hun Ong, MSc
- Phone Number: +6596680807
- Email: yh.ong@nus.edu.sg
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Sub-Investigator:
- Theodore Kee, MSc
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Sub-Investigator:
- Alexandria Remus, PhD
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Sub-Investigator:
- Chris Asplund, A/Prof
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Participation Criteria
Eligibility Criteria
Eligibility Criteria
Ages Eligible for Study
Accepts Healthy Volunteers
Genders Eligible for Study
Description
Inclusion Criteria:
- Age >21 years.
- ECOG performance status 0 to 2.
- Patients with a neoplastic condition (benign or malignant) involving the brain or skull requiring radiotherapy (with or without chemotherapy).
- Patients with a life expectancy of at least 6 months.
Exclusion Criteria:
- Pregnant or breastfeeding women.
- Patients undergoing stereotactic radiosurgery (single fraction).
- Patients who are undergoing re-irradiation to the same area of the brain.
- Patients physically incapable of using computer tablet (either due to vision loss or dominant hand weakness)
- Patients who cannot understand spoken English language.
- Patients who are unable to give informed consent.
Study Plan
How is the study designed?
Design Details
- Primary Purpose: TREATMENT
- Allocation: NA
- Interventional Model: SINGLE_GROUP
- Masking: NONE
Number of Arms
Arms and Interventions
Participant Group / ArmParticipant Group / Arm |
Intervention / TreatmentIntervention / Treatment |
|---|---|
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EXPERIMENTAL: CURATE.AI
A cognitive evaluation and a Digital Diagnostic (DD) session performed anytime before radiotherapy will serve as the baseline.
After the radiotherapy treatment, which can last between 1 to 6.5 weeks, patients will have a variable recovery time (0 to 4 weeks).
Subsequently, patients will be subject to a cognitive evaluation and a DD session, right before starting the Digital Intervention (DI) training.
This training will comprise ten weeks of DI (three 10-15 minute sessions per week).
Patients will complete cognitive evaluations and DD sessions at the end of DI, and 16 and 32 weeks after the end of DI.
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CURATE.AI will be utilised to provide personalised training intensity recommendations (low, medium or high) to the patients during the digital cognitive test battery DI session.
The difficulty of each task will be modulated by CURATE.AI by adjusting the frequency of critical events that demand evaluation and/or response.
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What is the study measuring?
Primary Outcome Measures
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
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Patient acceptability of the digital cognitive test battery DI/DD obtained during a semi-structured interview
Time Frame: One visit 60 minutes (at the end of the 10 week intervention)
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Qualitative summary of patient acceptability of the digital cognitive test battery DI/DD
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One visit 60 minutes (at the end of the 10 week intervention)
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Patient adherence to the DI/DD
Time Frame: up to 12 months
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Percentage of completed DI/DD sessions
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up to 12 months
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Patient attrition rate to the DI/DD
Time Frame: up to 12 months
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Percentage of patients that drop out of DI/DD
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up to 12 months
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Percentage of CURATE.AI profiles successfully created and applied
Time Frame: up to 12 months
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up to 12 months
|
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Timely delivery of DI/DD at indicated time points
Time Frame: up to 12 months
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Percentage of DI/DD sessions successfully delivered by study team at indicated time points
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up to 12 months
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Digital intervention limited efficacy
Time Frame: up to 12 months
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Change in cognitive performance as measured by the standard of care cognitive evaluations pre-post digital intervention
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up to 12 months
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Digital diagnostic limited efficacy
Time Frame: up to 12 months
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Correlation between standard of care cognitive evaluations scores and digital diagnostic scores
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up to 12 months
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Secondary Outcome Measures
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
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1. Usability of the digital cognitive test battery DI/DD obtained during a semi-structured interview
Time Frame: One visit 60 minutes (at the end of the 10 week intervention)
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Qualitative summary of patient usability of the digital cognitive test battery DI/DD
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One visit 60 minutes (at the end of the 10 week intervention)
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Collaborators and Investigators
Sponsor
Sponsor
Collaborators
Collaborators
Investigators
Investigators
- Principal Investigator: Dr Balamurugan A Vellayappan, National University Cancer Institute, Singapore
Publications and helpful links
General Publications
- Kee, Theodore & Weiyan, Chee & Blasiak, Agata & Chong, Jordan & Chen, Jonna & Yeo, B.T. Thomas & Ho, Dean & Asplund, Christopher. (2019). Harnessing CURATE.AI as a Digital Therapeutics Platform by Identifying N-of-1 Learning Trajectory Profiles. Advanced Therapeutics. 2. 1900023. 10.1002/adtp.201900023.
- Zarrinpar A, Lee DK, Silva A, Datta N, Kee T, Eriksen C, Weigle K, Agopian V, Kaldas F, Farmer D, Wang SE, Busuttil R, Ho CM, Ho D. Individualizing liver transplant immunosuppression using a phenotypic personalized medicine platform. Sci Transl Med. 2016 Apr 6;8(333):333ra49. doi: 10.1126/scitranslmed.aac5954.
- Pantuck AJ, Lee DK, Kee T, Wang P, Lakhotia S, Silverman MH, Mathis C, Drakaki A, Belldegrun AS, Ho CM, Ho D. Modulating BET bromodomain inhibitor ZEN-3694 and enzalutamide combination dosing in a metastatic prostate cancer patient using CURATE. AI, an artificial intelligence platform. Advanced Therapeutics. 2018 Oct;1(6):1800104.
Study record dates
Study Major Dates
Study Start (ACTUAL)
Study Start
Primary Completion (ANTICIPATED)
Primary Completion
Study Completion (ANTICIPATED)
Study Completion
Study Registration Dates
First Submitted
First Submitted
First Submitted That Met QC Criteria
First Submitted That Met QC Criteria
First Posted (ACTUAL)
First Posted
Study Record Updates
Last Update Posted (ACTUAL)
Last Update Posted
Last Update Submitted That Met QC Criteria
Last Update Submitted That Met QC Criteria
Last Verified
Last Verified
More Information
Terms related to this study
Keywords
Additional Relevant MeSH Terms
Other Study ID Numbers
Other Study ID Numbers
- 2020/00249
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
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