Oncotarget

Research Papers:

Modified Simon’s minimax and optimal two-stage designs for single-arm phase II cancer clinical trials

Jongphil Kim _ and Michael J. Schell

PDF  |  HTML  |  Supplementary Files  |  How to cite  |  Order a Reprint

Oncotarget. 2019; 10:4255-4261. https://doi.org/10.18632/oncotarget.26981

Metrics: PDF 143 views  |   HTML 216 views  |   ?  


Abstract

Jongphil Kim1,2 and Michael J. Schell1,2

1 Department of Biostatistics and Bioinformatics, Moffitt Cancer Center and Research Institute, Tampa, FL, USA

2 Department of Oncologic Sciences, University of South Florida, Tampa, FL, USA

Correspondence to:

Jongphil Kim,email: Jongphil.Kim@moffitt.org

Keywords: admissible two-stage design; binary endpoint; modified two-stage design; Simon’s two-stage design; single-arm phase ii clinical trials

Received: April 01, 2019     Accepted: May 13, 2019     Published: July 02, 2019

ABSTRACT

Simon’s two-stage design and the admissible two-stage design have been commonly used in practice for single-arm phase II clinical trials when the primary endpoint is binary. The ethical benefit of the two-stage design over the single-stage design is attained by the early termination of the trial when the treatment seems to be inactive. While Simon’s optimal design is the two-stage design that minimizes the expected number of subjects under the null hypothesis, the probability of falsely declaring futility after the first stage frequently seems undesirably high. In Simon’s minimax design, however, it is often the case that a high proportion of the total planned subjects are evaluated in the first stage, and thus the ethical benefit may not be achieved. In this paper, we propose modified minimax and optimal two-stage designs which guarantee not only type I and II error rates but also reasonable sample size proportions in the first stage, while maintaining the probability of falsely declaring futility under a pre-selected level. The characteristics of the modified two-stage design will be compared with those of Simon’s and the admissible two-stage design. The modified minimax design yields a design that requires modest increase in 29% of cases, while the modified optimal design saves 1 to 13 subjects in 81% of cases for β = 0.2. The modified design approach provides investigators with an alternative when the sample sizes of Simon’s designs are severely unbalanced or the Type II error is unacceptably high after the first stage.


Creative Commons License All site content, except where otherwise noted, is licensed under a Creative Commons Attribution 3.0 License.
PII: 26981