Division of Biostatistics, Moores UCSD Cancer Center, University of California, La Jolla, CA 92093-0901, USA.
Stat Med. 2010 Mar 30;29(7-8):712-20. doi: 10.1002/sim.3799.
To facilitate more efficient Phase I/II cancer immunotherapy trials by incorporating statistically rigorous safety analysis.
The standard Phase I oncology trial is designed to find the maximum tolerated dose (MTD) in a setting where serious drug-related toxicity is expected. However, many newer agents hope to show the efficacy without increasing the background rate of adverse events. Formal statistical designs in this setting are needed.
The Phase I/II toxicity-evaluation design is suitable when the therapeutic dose is expected to be well below the MTD. In Phase I, the design enrolls multiple cohorts at the target dose, possibly after an initial dose titration stage, and tests a formal safety hypothesis using a standard 3 + 3 enrollment scheme. Phase I serves as an interim safety analysis before proceeding to Phase II efficacy testing. We give an exact upper confidence limit on the toxicity rate at the therapeutic dose using the combined Phase I/II toxicity data, as well as the maximum likelihood estimate of the toxicity rate. We describe an example where the design has been used for a Phase I/II trial of immunotherapy in leukemia.
Phase I/II toxicity-evaluation designs are simple to execute and may be suitable for some cancer immunotherapy trials. We show how to compute power, expected sample size, and expected number of dose-limiting toxicities, as well as the maximum likelihood estimator and exact small sample confidence intervals for the toxicity rate at the therapeutic dose. More flexible designs are briefly discussed.
通过纳入统计学上严格的安全性分析,使癌症免疫疗法的 I/II 期临床试验更高效。
标准的肿瘤 I 期临床试验旨在寻找最大耐受剂量(MTD),但预计会出现严重的药物相关毒性。然而,许多新型药物希望在不增加不良事件背景发生率的情况下显示疗效。因此,这种情况下需要正式的统计设计。
当治疗剂量预计远低于 MTD 时,I/II 期毒性评估设计是合适的。在 I 期,设计在目标剂量下招募多个队列,可能在初始剂量滴定阶段后,使用标准的 3 + 3 入组方案来检验正式的安全性假设。I 期作为进入 II 期疗效测试前的中期安全性分析。我们使用 I/II 期毒性数据的联合数据以及毒性率的最大似然估计,给出了治疗剂量时毒性率的精确上限置信区间。我们描述了一个使用免疫疗法治疗白血病的 I/II 期试验的设计示例。
I/II 期毒性评估设计易于执行,可能适用于某些癌症免疫疗法的临床试验。我们展示了如何计算功效、预期样本量和预期剂量限制毒性数量,以及治疗剂量时毒性率的最大似然估计和精确小样本置信区间。简要讨论了更灵活的设计。