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Updated: Oct 30, 2025

Drug Repurposing Hypothesis Generation Using the "RE:fine Drugs" System
Published on: December 11, 2016
Progress and pitfalls of a year of drug repurposing screens against COVID-19
Julien Sourimant1, Megha Aggarwal1, Richard K Plemper1
1Institute for Biomedical Sciences, Georgia State University, Atlanta, GA, United States.
Abstract:
Near the end of 2019, a new betacoronavirus started to efficiently transmit between humans, resulting in the current COVID-19 pandemic. Unprecedented worldwide efforts were made to identify and repurpose antiviral therapeutics from collections of approved drugs and known bioactive compounds. Typical pitfalls of this approach (promiscuous/cytotoxic compounds leading to false positives), combined with bypassing antiviral drug development parameters due to urgency have resulted in often disappointing outcomes. A flood of publications, press-releases, and media posts, created confusion in the general public and sometime mobilized precious resources for clinical trials with minimal prospect of success. Breakthroughs have been made, not in the laboratory but in the clinic, resulting from the empiric identification of mitigators of clinical signs such as the discovery of improved disease management through immunomodulators. This opinion piece will aim to capture some of the lessons that we believe the COVID-19 pandemic has taught about drug repurposing screens.
Insights
The COVID-19 pandemic highlighted challenges in drug repurposing for viral infections. Lessons learned emphasize clinical insights over initial screening for successful antiviral therapies.
Area of Science:
- Virology
- Infectious Diseases
- Drug Discovery
Background:
- The COVID-19 pandemic, caused by a novel betacoronavirus, spurred rapid efforts to repurpose existing drugs for antiviral therapy.
- Initial drug repurposing screens faced pitfalls, including false positives from cytotoxic compounds and expedited development bypassing standard parameters, leading to suboptimal outcomes.
Purpose of the Study:
- To analyze the lessons learned from drug repurposing screens conducted during the COVID-19 pandemic.
- To critically evaluate the effectiveness of traditional drug repurposing approaches in the context of a novel viral outbreak.
Main Methods:
- Review of publications, press releases, and media reports on COVID-19 therapeutics.
- Analysis of clinical trial outcomes and emergent therapeutic strategies.
- Evaluation of the impact of urgency on drug development protocols.
Main Results:
- Many drug repurposing efforts yielded disappointing results due to methodological limitations and false positives.
- Significant clinical advancements, such as the use of immunomodulators, emerged from empirical observations rather than initial laboratory screens.
- Public confusion arose from a high volume of unverified information regarding potential treatments.
Conclusions:
- Drug repurposing for novel viral threats requires careful consideration of potential pitfalls, including compound cytotoxicity and screening biases.
- Clinical observations and empirical findings played a crucial role in identifying effective disease management strategies, complementing laboratory-based drug discovery.
- Future antiviral drug development should integrate lessons from the COVID-19 pandemic to optimize screening and clinical trial processes.
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