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Updated: Jul 11, 2025

Drug Repurposing Hypothesis Generation Using the "RE:fine Drugs" System
Published on: December 11, 2016
Drug Repurposing for Cancers With Limited Survival: Protocol for a Retrospective Cohort Study
Alejandro Rodríguez-Molinero1, Carlos Pérez-López1, Jose L Salazar González2
1Àrea de Recerca, Consorci Sanitari de l'Alt Penedès i Garraf, Vilafranca del Penedès, Spain.
Background:
Only 5% of the molecules tested in oncology phase 1 trials reach the market after an average of 7.5 years of waiting and at a cost of tens of millions of dollars. To reduce the cost and shorten the time of discovery of new treatments, "drug repurposing" (research with molecules already approved for another indication) and the use of secondary data (not collected for the purpose of research) have been proposed. Due to advances in informatics in clinical care, secondary data can, in some cases, be of equal quality to primary data generated through prospective studies.
Objective:
The objective of this study is to identify drugs currently marketed for other indications that may have an effect on the prognosis of patients with cancer.
Methods:
We plan to monitor a cohort of patients with high-lethality cancers treated in the public health system of Catalonia between 2006 and 2012, retrospectively, for survival for 5 years after diagnosis or until death. A control cohort, comprising people without cancer, will also be retrospectively monitored for 5 years. The following study variables will be extracted from different population databases: type of cancer (patients with cancer cohort), date and cause of death, pharmacological treatment, sex, age, and place of residence. During the first stage of statistical analysis of the patients with cancer cohort, the drugs consumed by the long-term survivors (alive at 5 years) will be compared with those consumed by nonsurvivors. In the second stage, the survival associated with the consumption of each relevant drug will be analyzed. For the analyses, groups will be matched for potentially confounding variables, and multivariate analyses will be performed to adjust for residual confounding variables if necessary. The control cohort will be used to verify whether the associations found are exclusive to patients with cancer or whether they also occur in patients without cancer.
Results:
We anticipate discovering multiple significant associations between commonly used drugs and the survival outcomes of patients with cancer. We expect to publish the initial results in the first half of 2024.
Conclusions:
This retrospective study may identify several commonly used drugs as candidates for repurposing in the treatment of various cancers. All analyses are considered exploratory; therefore, the results will have to be confirmed in subsequent clinical trials. However, the results of this study may accelerate drug discovery in oncology.
International Registered Report Identifier (Irrid):
DERR1-10.2196/48925.
Insights
This study explores drug repurposing for cancer by analyzing survival data of patients treated with existing medications. Findings may identify new cancer treatment candidates, accelerating oncology drug discovery.
Area of Science:
- Oncology
- Pharmacology
- Biostatistics
Background:
- Drug discovery in oncology is lengthy and costly, with low success rates for new molecular entities.
- Drug repurposing and the use of secondary clinical data offer potential cost and time efficiencies.
- Advances in health informatics enable secondary data to rival primary data quality.
Purpose of the Study:
- To identify existing marketed drugs that may improve prognosis in cancer patients.
- To explore the potential of drug repurposing for novel cancer therapies.
Main Methods:
- Retrospective cohort study of high-lethality cancer patients (2006-2012) in Catalonia, monitoring 5-year survival.
- Comparison of drug consumption between long-term survivors and non-survivors.
- Multivariate analyses and a control cohort used to validate findings.
Main Results:
- Anticipated discovery of significant associations between common drugs and cancer patient survival outcomes.
- Expected initial results publication in the first half of 2024.
Conclusions:
- The study may identify commonly used drugs as candidates for repurposing in cancer treatment.
- Results are exploratory and require confirmation via clinical trials.
- This research could expedite the drug discovery process in oncology.
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