Combining cytotoxic agents with continuous dose levels in seamless phase I-II clinical trials

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
José L. Jiménez, Mourad Tighiouart
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引用次数: 4

Abstract

Phase I-II cancer clinical trial designs are intended to accelerate drug development. In cases where efficacy cannot be ascertained in a short period of time, it is common to divide the study in two stages: (i) a first stage in which dose is escalated based only on toxicity data and we look for the maximum tolerated dose (MTD) set and (ii) a second stage in which we search for the most efficacious dose within the MTD set. Current available approaches in the area of continuous dose levels involve fixing the MTD after stage I and discarding all collected stage I efficacy data. However, this methodology is clearly inefficient when there is a unique patient population present across stages. In this article, we propose a two-stage design for the combination of two cytotoxic agents assuming a single patient population across the entire study. In stage I, conditional escalation with overdose control is used to allocate successive cohorts of patients. In stage II, we employ an adaptive randomisation approach to allocate patients to drug combinations along the estimated MTD curve, which is constantly updated. The proposed methodology is assessed with extensive simulations in the context of a real case study.

在无缝I-II期临床试验中将细胞毒性药物与连续剂量水平相结合。
癌症I-II期临床试验设计旨在加速药物开发。在短期内无法确定疗效的情况下,通常将研究分为两个阶段:i)第一阶段,仅根据毒性数据增加剂量,我们寻找最大耐受剂量(MTD)集;ii)第二阶段,我们在MTD集中寻找最有效的剂量。在连续剂量水平领域,目前可用的方法包括在第一阶段后固定MTD,并丢弃所有收集的第一阶段疗效数据。然而,当跨阶段存在独特的患者群体时,这种方法显然效率低下。在这篇文章中,我们提出了两种细胞毒性药物组合的两阶段设计,假设整个研究中只有一个患者群体。在第一阶段,使用过量控制条件升级(EWOC)来分配连续的患者队列。在第二阶段,我们采用自适应随机化方法,沿着不断更新的估计MTD曲线将患者分配到药物组合中。在实际案例研究的背景下,通过广泛的模拟对所提出的方法进行了评估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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