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Weighted evidence approach of bridging study
Hsiao-Hui Tsou1, Yi Tsong, Jung-Tzu Liu
1Division of Biostatistics and Bioinformatics, Institute of Population Health Sciences, National Health Research Institutes, Zhunan, Miaoli County, Taiwan. tsouhh@nhri.org.tw
This study proposes a new method to evaluate medicine effectiveness across regions by combining data from original and bridging studies. This approach enhances drug registration by providing a more robust assessment of treatment effects, considering regional variations.
Area of Science:
- Pharmacometrics
- Clinical Trial Design
- Regulatory Science
Background:
- The International Council for Harmonisation (ICH) E5 Guidance provides a framework for evaluating ethnic factors in medicine efficacy and using bridging studies to extrapolate foreign clinical data.
- Conventional noninferiority criteria for bridging studies are often impractical, particularly in specifying the required treatment effect in a new region.
Purpose of the Study:
- To propose a novel statistical approach for evaluating the overall treatment effect by combining data from original and bridging clinical trials.
- To develop a method that addresses the challenges of prespecifying weights in Bayesian approaches for bridging studies.
- To establish criteria for regional drug approval based on the strength of evidence from bridging studies.
Main Methods:
- A Bayesian approach is extended to combine weighted treatment effects from original and bridging regions.
- The maximum allowable weight for the bridging region estimate is determined as a measure of the treatment effect's strength.
- Sample size requirements are derived, and simulations are conducted to evaluate Type I error rates and statistical power.
Main Results:
- The proposed method allows for the evaluation of regional approval by comparing estimated weights against predefined limits or through benefit-risk assessments.
- Simulation results demonstrate the performance of the proposed methods in terms of Type I error and power.
- The study provides a practical example illustrating the application of the developed procedures.
Conclusions:
- The presented approach offers a flexible and statistically sound method for assessing medicine efficacy in new regions using bridging studies.
- This framework can facilitate the registration of medicines by providing a more robust evaluation of treatment effects, considering regional data.
- The methodology aids in determining the strength of evidence required from bridging studies for regional regulatory approval.
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