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Updated: Jul 31, 2025

Drug Repurposing Hypothesis Generation Using the "RE:fine Drugs" System
Published on: December 11, 2016
Digital technologies: Innovations that transform the face of drug development
Elena S Izmailova1, Bilal AbuAsal2, Hazem E Hassan3
1Koneksa Health, New York, New York, USA.
Digital health technologies (DHTs) offer new clinical trial tools but face integration challenges. Collaboration and clear validation are key for adopting DHT-derived measures in drug development.
Area of Science:
- Digital Health Technologies
- Clinical Trial Innovation
- Biomarker Development
Background:
- Digital health technologies (DHTs) and digital biomarkers are increasingly used in clinical research.
- Implementation of DHTs in clinical trials presents operational, ethical, and regulatory challenges.
Purpose of the Study:
- To discuss the challenges and perspectives of integrating DHTs in clinical trials from industry, regulatory, and public-private partnership viewpoints.
- To highlight complexities in DHT implementation, including regulatory definitions, validation scope, and inter-sector partnerships.
Main Methods:
- Gathering diverse stakeholder perspectives (industry, US regulators, public-private consortium).
- Analyzing challenges related to translating DHT measures into clinically meaningful endpoints.
- Examining the Wearable Assessments in the Clinic and Home in PD (WATCH-PD) study as a case example.
Main Results:
- DHT implementation involves complexities in regulatory definitions, validation, and BioPharma-tech sector partnerships.
- Key challenges include translating DHT measures, ensuring participant safety, training, retention, and data privacy.
- The WATCH-PD study demonstrated benefits of pre-competitive collaboration, including early regulatory feedback and data sharing.
Conclusions:
- Advancements in DHTs will drive device-agnostic measures and patient-reported outcomes in drug development.
- Further efforts are needed to define validation experiments, incentivize data sharing, and establish data standards.
- Multistakeholder collaborations through pre-competitive consortia are crucial for widespread acceptance of DHT-enabled measures.
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