Wages Nolan A, Conaway Mark R
Translational Research and Applied Statistics, Public Health Sciences, University of Virginia, Charlottesville, VA 22908, U.S.A.
Stat Med. 2014 May 30;33(12):1990-2003. doi: 10.1002/sim.6097. Epub 2014 Jan 28.
Existing statistical methodology on dose finding for combination chemotherapies has focused on toxicity considerations alone in finding a maximum tolerated dose combination to recommend for further testing of efficacy in a phase II setting. Recently, there has been increasing interest in integrating phase I and phase II trials in order to facilitate drug development. In this article, we propose a new adaptive phase I/II method for dual-agent combinations that takes into account both toxicity and efficacy after each cohort inclusion. The primary objective, both within and at the conclusion of the trial, becomes finding a single dose combination with an acceptable level of toxicity that maximizes efficacious response. We assume that there exist monotone dose-toxicity and dose-efficacy relationships among doses of one agent when the dose of other agent is fixed. We perform extensive simulation studies that demonstrate the operating characteristics of our proposed approach, and we compare simulated results to existing methodology in phase I/II design for combinations of agents.
现有的联合化疗剂量探索统计方法仅专注于毒性考量,以找到最大耐受剂量组合,推荐在II期试验中进一步测试疗效。最近,为了促进药物开发,将I期和II期试验整合的兴趣日益浓厚。在本文中,我们提出了一种新的针对双药组合的适应性I/II期方法,该方法在每个队列纳入后同时考虑毒性和疗效。在试验期间及结束时,主要目标都是找到一种具有可接受毒性水平且能使有效反应最大化的单一剂量组合。我们假设当一种药物的剂量固定时,另一种药物的剂量之间存在单调的剂量-毒性和剂量-疗效关系。我们进行了广泛的模拟研究,展示了我们所提出方法的操作特性,并将模拟结果与现有药物组合I/II期设计方法进行了比较。