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Updated: Nov 9, 2025

Drug Repurposing Hypothesis Generation Using the "RE:fine Drugs" System
Published on: December 11, 2016
Actionable druggable genome-wide Mendelian randomization identifies repurposing opportunities for COVID-19
Liam Gaziano1,2, Claudia Giambartolomei3,4, Alexandre C Pereira5,6
1Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, MA, USA.
This study used Mendelian randomization to identify potential COVID-19 drug targets. Researchers found that targeting ACE2 and Interferon Alpha and Beta Receptor 2 (IFNAR2) may be effective for early COVID-19 treatment.
Area of Science:
- Genetics
- Pharmacology
- Infectious Diseases
Background:
- Drug repurposing is crucial for rapid COVID-19 therapeutic development.
- Identifying host genetic factors influencing COVID-19 severity is key to finding new treatments.
Purpose of the Study:
- To identify actionable therapeutic targets for COVID-19 using genetic data.
- To prioritize drug targets by analyzing proteins with existing drug candidates.
Main Methods:
- Mendelian randomization analysis was performed on genetic data from over a million individuals.
- Genetic instruments were derived from transcriptomic and proteomic data for 1,263 drug-targeted proteins.
- Colocalization analysis was used to assess the association of genetic variants with COVID-19 hospitalization.
Main Results:
- Significant associations were found for ACE2, IFNAR2, and IL-10RB with COVID-19 hospitalization.
- IFNAR2 showed a stronger association with COVID-19 hospitalization compared to IL-10RB after further analysis.
- Genetic evidence supported ACE2 and IFNAR2 as key targets.
Conclusions:
- ACE2 and IFNAR2 are prioritized as therapeutic targets for early COVID-19 management.
- Drug repurposing efforts should focus on agents targeting ACE2 and IFNAR2.
- Genetic association studies can effectively guide the discovery of novel therapeutic strategies for infectious diseases.
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