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Updated: May 5, 2026

Drug Repurposing Hypothesis Generation Using the "RE:fine Drugs" System
Published on: December 11, 2016
Financing drug discovery for orphan diseases.
David E Fagnan1, Austin A Gromatzky2, Roger M Stein3
1MIT Laboratory for Financial Engineering, Sloan School of Management, Cambridge, MA, USA; MIT Operations Research Center, Cambridge, MA, USA.
Mega-funds can finance orphan drug development with significantly less capital than traditional drug discovery. A $575 million orphan drug megafund could yield double-digit returns, making rare disease therapeutics more accessible.
Area of Science:
- Biomedical Finance
- Drug Development
- Orphan Diseases
Background:
- Translational medicine and drug development often require substantial capital investment, typically billions of dollars, through 'megafund' financing models.
- These large-scale investments aim to mitigate risks inherent in the drug discovery and development pipeline, facilitating long-term financial commitments.
Purpose of the Study:
- To evaluate the applicability of 'megafund' financing strategies to the field of orphan drug development.
- To determine the capital requirements for de-risking orphan drug portfolios using megafund models.
- To assess the potential financial returns of such investment vehicles in rare disease therapeutics.
Main Methods:
- Adaptation of existing megafund financing models for the unique characteristics of orphan drug development.
- Numerical simulations to model portfolio performance and risk assessment.
- Analysis of key factors influencing development costs, approval times, and failure rates in orphan therapeutics.
Main Results:
- Orphan drug development requires substantially less capital compared to broad translational medicine due to lower costs, faster regulatory pathways, and reduced failure correlations.
- A megafund of approximately US$575 million is projected to be sufficient for de-risking an orphan drug portfolio.
- Simulations indicate that such a fund, with 10-20 projects, can achieve double-digit expected rates of return.
Conclusions:
- Megafund financing is a viable and potentially highly effective strategy for orphan drug development.
- The unique attributes of rare diseases and their therapeutics significantly lower the capital needed to achieve financial viability.
- This approach could accelerate the development of treatments for rare diseases by attracting necessary investment with reduced financial barriers.
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