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Published on: September 20, 2019
Stopping for efficacy in single-arm phase II clinical trials
Rezoanoor Rahman1, M Iftakhar Alam1
1Institute of Statistical Research and Training, University of Dhaka, Dhaka, Bangladesh.
Abstract:
Phase II clinical trials investigate whether a new drug or treatment has sufficient evidence of effectiveness against the disease under study. Two-stage designs are popular for phase II since they can stop in the first stage if the drug is ineffective. Investigators often face difficulties in determining the target response rates, and adaptive designs can help to set the target response rate tested in the second stage based on the number of responses observed in the first stage. Popular adaptive designs consider two alternate response rates, and they generally minimise the expected sample size at the maximum uninterested response rate. Moreover, these designs consider only futility as the reason for early stopping and have high expected sample sizes if the provided drug is effective. Motivated by this problem, we propose an adaptive design that enables us to terminate the single-arm trial at the first stage for efficacy and conclude which alternate response rate to choose. Comparing the proposed design with a popular adaptive design from literature reveals that the expected sample size decreases notably if any of the two target response rates are correct. In contrast, the expected sample size remains almost the same under the null hypothesis.
Insights
This study introduces a novel adaptive design for Phase II clinical trials. The new design improves efficiency by allowing early stopping for efficacy and reducing sample size when treatment is effective.
Area of Science:
- Clinical Trials
- Biostatistics
- Pharmacology
Background:
- Phase II clinical trials assess drug effectiveness.
- Two-stage designs allow early stopping for futility.
- Current adaptive designs have limitations in setting response rates and sample size efficiency.
Purpose of the Study:
- To propose a new adaptive design for Phase II trials.
- To enable early stopping for efficacy and optimize response rate selection.
- To improve upon existing adaptive designs by reducing expected sample size.
Main Methods:
- Development of a novel two-stage adaptive design for single-arm Phase II trials.
- The design allows for early stopping based on efficacy or futility.
- It dynamically adjusts the target response rate for the second stage.
Main Results:
- The proposed adaptive design significantly decreases the expected sample size when either of the two alternate response rates is accurate.
- The expected sample size remains comparable to existing designs under the null hypothesis.
- The design facilitates early termination for efficacy.
Conclusions:
- The proposed adaptive design offers improved sample size efficiency in Phase II clinical trials.
- It provides a more flexible approach to trial adaptation and early stopping.
- This design enhances the evaluation of new drug candidates.
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