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Updated: Jul 2, 2025

Drug Repurposing Hypothesis Generation Using the "RE:fine Drugs" System
Published on: December 11, 2016
Drug Repurposing in Crohn's Disease Using Danish Real-World Data
Saeed Shakibfar1, Kristine H Allin2, Tine Jess2
1Department of Drug Design and Pharmacology, University of Copenhagen, Copenhagen, Denmark.
This study identified 10 drugs that may reduce surgery risk for intestinal fibrosis in Crohn's disease (CD) patients. These findings support drug repurposing for treating this severe complication, addressing an unmet need.
Area of Science:
- Gastroenterology
- Pharmacology
- Data Science
Background:
- Intestinal fibrosis is a severe complication of Crohn's disease (CD) lacking effective pharmacological treatments.
- Drug repurposing using electronic healthcare records (EHRs) offers a novel therapeutic avenue.
- Identifying medications influencing fibrosis risk is crucial for patient management.
Purpose of the Study:
- To identify existing medications associated with reduced or elevated risk of intestinal fibrosis in CD patients.
- To leverage real-world data and artificial intelligence for drug repurposing strategies.
- To address the unmet medical need for pharmacological interventions in CD-related intestinal fibrosis.
Main Methods:
- Population-wide analysis of Danish EHRs (1996-2019) including patients aged 65+ with CD.
- Utilized surgical procedures (proctocolectomy, ileocecal resection) as proxies for intestinal fibrosis.
- Employed machine-learning driven survival analysis to identify drug-outcome associations.
Main Results:
- Out of 9179 CD patients, 10.2% required surgery for intestinal fibrosis.
- Ten drugs were linked to an increased risk of surgery.
- Ten drugs were associated with a reduced risk of surgery.
Conclusions:
- Drug repurposing holds promise for preventing surgery in CD patients with intestinal fibrosis.
- The identified drugs warrant further investigation and clinical trials.
- This study highlights the potential of real-world data and AI in discovering new therapeutic uses for existing medications.
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