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An adaptive phase I design for identifying a biologically optimal dose for dual agent drug combinations
Sumithra J Mandrekar1, Yue Cui, Daniel J Sargent
1Division of Biostatistics, Mayo Clinic, Rochester, MN 55905, USA. mandrekar.sumithra@mayo.edu
Abstract:
Historically, designs for dose seeking trials using chemotherapeutic drug combinations have been geared towards finding the maximum tolerated dose, with safety as the primary outcome. With target based agents whose dose-efficacy curves are unknown and dose-toxicity relationships may be minimal, alternative designs are needed. In this paper, we propose an extension to an adaptive single agent dose-finding design previously reported. A generalization of the continuation ratio model allowing separate toxicity and efficacy curves for each agent in a dual agent combination, generating a dose success surface for the combination, is proposed. A continual reassessment approach with a straightforward dose selection criterion using the accumulated data from all patients treated to that point is employed. Our simulation studies demonstrate favourable operating characteristics in terms of experimentation and recommendation rates, and the average sample size, under a variety of scenarios. The proposed approach allowing the incorporation of both the toxicity and efficacy of each agent into the identification of an optimal dosing region for a combination is novel and warrants further consideration.
Insights
This study introduces a novel adaptive design for dual-agent drug combination trials, focusing on both efficacy and toxicity to find optimal dosing regions. The method improves upon traditional approaches by considering individual agent properties for better treatment selection.
Area of Science:
- Clinical Trial Design
- Pharmacology
- Biostatistics
Background:
- Traditional dose-finding trials for chemotherapeutic drug combinations prioritize maximum tolerated dose (MTD) and safety.
- Target-based agents present challenges due to unknown dose-efficacy curves and minimal dose-toxicity relationships, necessitating alternative designs.
- Existing methods are insufficient for optimizing dual-agent combinations with complex dose-response profiles.
Purpose of the Study:
- To propose an extension of an adaptive single-agent dose-finding design for dual-agent combination trials.
- To develop a method that incorporates both toxicity and efficacy of individual agents to identify an optimal dosing region for the combination.
- To evaluate the operating characteristics of the proposed design through simulation studies.
Main Methods:
- Generalization of the continuation ratio model to define separate toxicity and efficacy curves for each agent in a dual-agent combination.
- Generation of a dose-success surface for the drug combination.
- Implementation of a continual reassessment method with a dose selection criterion based on accumulated patient data.
Main Results:
- Simulation studies demonstrated favorable operating characteristics for the proposed design.
- The design showed favorable experimentation and recommendation rates.
- The average sample size was found to be efficient across various scenarios.
Conclusions:
- The proposed adaptive design effectively incorporates individual agent toxicity and efficacy for identifying optimal combination dosing regions.
- This novel approach offers an improvement over traditional methods for dose-seeking trials with targeted agents.
- The method warrants further consideration for its application in clinical trials involving dual-agent drug combinations.
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