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Updated: Jan 6, 2026

Drug Repurposing Hypothesis Generation Using the "RE:fine Drugs" System
Published on: December 11, 2016
The Drug Rediscovery protocol facilitates the expanded use of existing anticancer drugs
D L van der Velden1,2, L R Hoes1,2,3, H van der Wijngaart2,3,4
1Department of Molecular Oncology & Immunology, Netherlands Cancer Institute, Amsterdam, The Netherlands.
Abstract:
The large-scale genetic profiling of tumours can identify potentially actionable molecular variants for which approved anticancer drugs are available1-3. However, when patients with such variants are treated with drugs outside of their approved label, successes and failures of targeted therapy are not systematically collected or shared. We therefore initiated the Drug Rediscovery protocol, an adaptive, precision-oncology trial that aims to identify signals of activity in cohorts of patients, with defined tumour types and molecular variants, who are being treated with anticancer drugs outside of their approved label. To be eligible for the trial, patients have to have exhausted or declined standard therapies, and have malignancies with potentially actionable variants for which no approved anticancer drugs are available. Here we show an overall rate of clinical benefit-defined as complete or partial response, or as stable disease beyond 16 weeks-of 34% in 215 treated patients, comprising 136 patients who received targeted therapies and 79 patients who received immunotherapy. The overall median duration of clinical benefit was 9 months (95% confidence interval of 8-11 months), including 26 patients who were experiencing ongoing clinical benefit at data cut-off. The potential of the Drug Rediscovery protocol is illustrated by the identification of a successful cohort of patients with microsatellite instable tumours who received nivolumab (clinical benefit rate of 63%), and a cohort of patients with colorectal cancer with relatively low mutational load who experienced only limited clinical benefit from immunotherapy. The Drug Rediscovery protocol facilitates the defined use of approved drugs beyond their labels in rare subgroups of cancer, identifies early signals of activity in these subgroups, accelerates the clinical translation of new insights into the use of anticancer drugs outside of their approved label, and creates a publicly available repository of knowledge for future decision-making.
Insights
The Drug Rediscovery protocol identified clinical benefit in 34% of patients with rare cancer variants treated with off-label drugs. This precision oncology trial accelerates new cancer therapy insights and shares knowledge for future treatment decisions.
Area of Science:
- Oncology
- Genetics
- Pharmacology
Background:
- Large-scale tumor genetic profiling identifies actionable molecular variants.
- Off-label drug use successes/failures are not systematically collected.
- Need for systematic data collection in precision oncology.
Purpose of the Study:
- Initiate the Drug Rediscovery protocol, an adaptive precision oncology trial.
- Identify signals of activity for off-label anticancer drug use in specific patient cohorts.
- Facilitate defined use of approved drugs beyond labels in rare cancer subgroups.
Main Methods:
- Adaptive, precision-oncology trial design.
- Enrollment of patients with exhausted/declined standard therapies and actionable variants.
- Treatment with targeted therapies or immunotherapy outside approved labels.
Main Results:
- Overall clinical benefit rate of 34% in 215 treated patients (136 targeted therapy, 79 immunotherapy).
- Median duration of clinical benefit was 9 months.
- Identified a successful cohort of microsatellite instable tumors treated with nivolumab (63% benefit rate).
Conclusions:
- The Drug Rediscovery protocol facilitates off-label drug use in rare cancer subgroups.
- Identifies early signals of activity, accelerating clinical translation of new insights.
- Creates a public knowledge repository for future decision-making.
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