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Updated: Jan 3, 2026

Establishing a Competing Risk Regression Nomogram Model for Survival Data
Published on: October 23, 2020
Two-stage phase II survival trial design
Jianrong Wu1,2, Li Chen1,2, Jing Wei3
1Biostatistics and Bioinformatics Shared Resource Facility, University of Kentucky, Lexington, Kentucky, USA.
This study introduces a flexible two-stage trial design for cancer patients, improving the evaluation of time-to-event outcomes in phase II clinical trials beyond the exponential distribution.
Area of Science:
- Biostatistics
- Clinical Trial Design
- Oncology
Background:
- Advancements in molecularly targeted agents and immunotherapy for relapsed/refractory cancers necessitate robust trial designs.
- Disease progression-free survival (PFS) or event-free survival (EFS) are primary endpoints in phase II cancer trials.
- Current methods for two-stage single-arm phase II trials with time-to-event endpoints are limited by reliance on the exponential distribution.
Purpose of the Study:
- To develop an optimal two-stage design for single-arm phase II trials with time-to-event endpoints.
- To offer a more flexible and powerful alternative to existing methods.
- To accommodate various parametric survival distributions beyond the exponential model.
Main Methods:
- Developed an optimal two-stage design applicable to four common parametric survival distributions.
- Evaluated the performance and advantages of the proposed method compared to existing approaches.
- Focused on enhancing the flexibility of survival model choice and power considerations.
Main Results:
- The proposed two-stage design is more flexible regarding the choice of the underlying survival model.
- The new design adequately addresses the statistical power of the study.
- Demonstrated applicability to commonly used parametric survival distributions.
Conclusions:
- The developed optimal two-stage design provides a flexible and powerful approach for phase II single-arm cancer trials with time-to-event endpoints.
- This method can serve as a valuable complement to established designs like Simon's two-stage design.
- Facilitates more accurate and routine application in clinical trial design for advanced cancer therapies.
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