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Updated: Sep 17, 2025

Drug Repurposing Hypothesis Generation Using the "RE:fine Drugs" System
Published on: December 11, 2016
Financing drug development via adaptive platform trials
Joonhyuk Cho1, Eugene Sorets2, Shomesh Chaudhuri3
1MIT Laboratory for Financial Engineering, Cambridge, Massachusetts, United States of America.
This study introduces a novel adaptive platform trial model to fund drug development. Investors can fund multiple drug candidates, potentially earning significant returns while supporting medical innovation.
Area of Science:
- Biomedical Research
- Health Economics
- Clinical Trial Design
Background:
- Traditional drug development funding is lengthy and capital-intensive.
- Adaptive platform trials offer efficiency but require innovative financial models.
Purpose of the Study:
- To propose a new funding mechanism for disease-specific drug development.
- To evaluate the financial viability and return potential for investors in this model.
Main Methods:
- Utilizing a variation of the adaptive platform trial design.
- Modeling investor returns based on realistic cost, revenue, success probability, sales, and royalty rates.
- Analyzing return distributions for different investor types.
Main Results:
- Investors may expect a 28% return, with a 22% risk of total loss.
- The model shows potential attractiveness for hedge funds, family offices, and philanthropic investors.
- Securitizing aggregate cash flows from multiple trials may appeal to mainstream investors.
Conclusions:
- This novel funding approach integrates investment with adaptive platform trials for drug development.
- The financial projections suggest a viable model for attracting diverse investment, balancing social impact and financial returns.
- Further securitization strategies can broaden investor appeal for mainstream markets.
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