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Design and sample size determination for multiple-dose randomized phase II trials for dose optimization.
- Source :
-
Statistics in medicine [Stat Med] 2024 Jul 10; Vol. 43 (15), pp. 2972-2986. Date of Electronic Publication: 2024 May 15. - Publication Year :
- 2024
-
Abstract
- The U.S. Food and Drug Administration (FDA) has launched Project Optimus to shift dose selection from the maximum tolerated dose (MTD) to the dose that produces the optimal risk-benefit tradeoff. One approach highlighted in the FDA's guidance involves conducting a randomized phase II trial following the completion of a phase I trial, where multiple doses (typically including the MTD and one or two doses lower than the MTD) are compared to identify the optimal dose that maximizes the benefit-risk tradeoff. This article focuses on the design of such a multiple-dose randomized trial, specifically the determination of the sample size. We generalized the standard definitions of type I error and power to accommodate the unique characteristics of dose optimization and derived a decision rule along with an algorithm to determine the optimal sample size. The resulting design is referred to as MERIT (Multiple-dosE RandomIzed Trial design for dose optimization based on toxicity and efficacy). Simulation studies demonstrate that MERIT has desirable operating characteristics, and a sample size between 20 and 40 per dosage arm often offers reasonable power and type I errors to ensure patient safety and benefit. To facilitate the implementation of the MERIT design, we provide software, available at https://www.trialdesign.org.<br /> (© 2024 John Wiley & Sons Ltd.)
Details
- Language :
- English
- ISSN :
- 1097-0258
- Volume :
- 43
- Issue :
- 15
- Database :
- MEDLINE
- Journal :
- Statistics in medicine
- Publication Type :
- Academic Journal
- Accession number :
- 38747472
- Full Text :
- https://doi.org/10.1002/sim.10093