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Combined criteria for dose optimisation in early phase clinical trials
M Iftakhar Alam1, D Stephen Coad2, Barbara Bogacka2
1Institute of Statistical Research and Training, University of Dhaka, Dhaka, Bangladesh.
This study introduces a new adaptive clinical trial design for dose optimization, balancing efficacy and safety. The method accurately identifies optimal doses, minimizing patient exposure to toxic levels in early-phase trials.
Area of Science:
- Biostatistics
- Clinical Trial Design
- Pharmacometrics
Background:
- Traditional dose-finding methods may not efficiently balance efficacy and toxicity.
- Adaptive designs offer flexibility in clinical trials but require robust optimization criteria.
Purpose of the Study:
- To develop and evaluate combined optimality criteria for dose optimization in seamless phase I/II adaptive clinical trials.
- To investigate the connection between "best intention" and D-optimum designs in this context.
Main Methods:
- Introduction of combined criteria integrating probability of success and Fisher information matrix determinant.
- Incorporation of penalties for toxic or inefficacious doses.
- Adaptive dose selection for subsequent cohorts based on maximizing defined criteria, using a trinomial response model.
Main Results:
- The proposed adaptive design method accurately identifies optimal doses.
- Simulation studies demonstrate effective dose identification with minimal exposure to toxic doses.
- The approach provides a bridge between "best intention" and D-optimum design principles.
Conclusions:
- The developed combined criteria offer a robust approach for dose optimization in adaptive phase I/II trials.
- This methodology enhances patient safety by minimizing exposure to suboptimal doses.
- The findings support the use of adaptive designs with combined optimality criteria in early-phase drug development.
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