Combining evidence from clinical trials in conditional or accelerated approval
Manja Deforth1, Charlotte Micheloud1, Kit C Roes2
1Department of Biostatistics at the Epidemiology, Biostatistics and Prevention Institute (EBPI) and Center for Reproducible Science (CRS), University of Zurich, Zurich, Switzerland.
The harmonic mean test offers an efficient method for drug approval processes, potentially reducing post-market trial sample sizes compared to traditional approaches. This statistical test aids in designing trials and analyzing combined evidence for full drug approval.
Area of Science:
- Biostatistics
- Pharmaceutical Sciences
- Regulatory Science
Background:
- Conditional or accelerated drug approval allows early patient access to novel therapies for unmet medical needs.
- Full drug approval typically requires fulfilling post-marketing commitments, often including new clinical trials.
- Evaluating statistical methods for these post-approval processes is crucial for drug development.
Purpose of the Study:
- To assess the applicability of the harmonic mean test in the context of conditional/accelerated drug approval.
- To explore the use of the harmonic mean test for designing post-market trials and analyzing combined evidence.
- To compare the harmonic mean test with traditional methods like the two-trials rule, Fisher's criterion, and Stouffer's method.
Main Methods:
- The study investigates the harmonic mean test, a recently developed statistical approach.
- It compares the harmonic mean test with established methods including the two-trials rule.
- A simulation study is conducted to evaluate operating characteristics, and the methods are applied to a real-world drug approval case.
Main Results:
- The harmonic mean test, unlike some traditional methods, mandates a post-market clinical trial.
- It can require a smaller post-market sample size than the two-trials rule when the pre-market p-value is sufficiently small.
- The study demonstrates the application of the harmonic mean test to a drug approved by the European Medicines Agency.
Conclusions:
- The harmonic mean test is a viable statistical tool for the conditional/accelerated drug approval framework.
- It offers potential advantages in sample size reduction for post-market trials compared to the two-trials rule.
- The findings support the use of the harmonic mean test in designing and assessing post-market studies for full drug approval.
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