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Confirmatory efficacy testing for individual dose-placebo comparisons using serial gatekeeping procedure in
Yusuke Yamaguchi1, Toshifumi Sugitani2, Satoshi Yoshida3
1Biostatistics, Data Science, Astellas Pharma Global Development, Inc., Northbrook, Illinosis, USA.
Serial gatekeeping procedures offer a simpler way to test drug efficacy in dose-finding trials. This method effectively combines multiple comparison procedures-modeling (MCP-Mod) with individual dose-placebo comparisons, controlling error rates.
Area of Science:
- Clinical Trials
- Biostatistics
- Pharmacology
Background:
- Dose-finding trials are crucial for determining optimal drug doses for regulatory approval.
- Multiple Comparison Procedures-Modeling (MCP-Mod) is a standard approach in dose-finding.
- Existing extensions like closed MCP-Mod face challenges with model misspecification.
Purpose of the Study:
- To evaluate a novel serial gatekeeping procedure for confirmatory efficacy testing in dose-finding trials.
- To compare the performance of serial gatekeeping with closed MCP-Mod.
- To assess the ability of these methods to claim individual dose efficacy alongside dose-response signals.
Main Methods:
- Utilized serial gatekeeping procedures (fixed sequence, Holm, Hochberg, step-down Dunnett) to integrate MCP-Mod with pairwise dose-placebo comparisons.
- Controlled family-wise error rate in the strong sense.
- Conducted simulation studies to compare statistical power and sample size requirements.
Main Results:
- Serial gatekeeping demonstrated comparable statistical power to closed MCP-Mod in detecting at least one effective dose.
- Both methods efficiently pursued efficacy claims with minimal sample size increase (<20%) under monotonic dose-response assumptions.
- Serial gatekeeping offers advantages in implementation simplicity and interpretability.
Conclusions:
- Serial gatekeeping provides a robust and practical alternative for confirmatory efficacy testing in dose-finding trials.
- This approach facilitates simultaneous claims of dose-response signals and individual dose efficacy.
- Adopting serial gatekeeping can potentially accelerate drug development programs.
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