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Switching Design for Assessment of Interchangeability in Biosimilar Studies
Yuqing Liu1, Wendy Lou1, Shein-Chung Chow2
1Department of Biostatistics, Dalla Lana School of Public Health, University of Toronto, Toronto, ON M5T 3M7, Canada.
Optimal biosimilar switching study designs, incorporating non-switching arms (NSA), significantly improve statistical efficiency for treatment effect estimation. These balanced and uniform designs offer substantial gains over traditional methods.
Area of Science:
- Biostatistics
- Clinical Trial Design
- Pharmacoeconomics
Background:
- Assessing biosimilar switchability and interchangeability is crucial for reliable clinical evaluation.
- Optimal trial designs are needed to enhance statistical efficiency in biosimilar switching studies.
- Carryover effects present a challenge in crossover trial design.
Purpose of the Study:
- To explore optimal trial design strategies for biosimilar switching studies.
- To enhance statistical efficiency in treatment effect estimation under carryover settings.
- To evaluate the impact of balanced and uniform structures on trial efficiency.
Main Methods:
- Theoretical variance-based evaluation of two-treatment switching designs in three- and four-period crossover trials.
- Analysis using a linear mixed-effect model for log-transformed responses.
- Enumeration and classification of 247 three-period and 65,519 four-period designs, including those with a non-switching arm (NSA).
Main Results:
- Strongly Balanced Uniform-within-Period designs with a Non-Switching Arm (SBUwP-NSA) consistently achieved minimum variance.
- Uniform-within-Period designs with a Non-Switching Arm (UwP-NSA) showed equivalent efficiency in the absence of carryover.
- Commonly used dedicated switching designs were 50-55% less efficient than optimal designs.
Conclusions:
- Incorporating strong balance and uniformity properties yields substantial efficiency gains in biosimilar switching studies.
- Optimal designs provide quantitative guidance for improved estimation precision in interchangeability assessments.
- The findings support the selection of efficient crossover designs for biosimilar research.
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