Zhao Yixuan, Yuan Ying, Korn Edward L, Freidlin Boris
Department of Biostatistics, University of Texas Health Science Center, Houston, Texas.
Department of Biostatistics, University of Texas MD Anderson Cancer Center, Texas.
Clin Cancer Res. 2024 Feb 16;30(4):673-679. doi: 10.1158/1078-0432.CCR-23-2585.
In recent years, there has been increased interest in incorporation of backfilling into dose-escalation clinical trials, which involves concurrently assigning patients to doses that have been previously cleared for safety by the dose-escalation design. Backfilling generates additional information on safety, tolerability, and preliminary activity on a range of doses below the maximum tolerated dose (MTD), which is relevant for selection of the recommended phase II dose and dose optimization. However, in practice, backfilling may not be rigorously defined in trial protocols and implemented consistently. Furthermore, backfilling designs require careful planning to minimize the probability of treating additional patients with potentially inactive agents (and/or subtherapeutic doses). In this paper, we propose a simple and principled approach to incorporate backfilling into the Bayesian optimal interval design (BOIN). The design integrates data from the dose-escalation and backfilling components of the design and ensures that the additional patients are treated at doses where some activity has been seen. Simulation studies demonstrated that the proposed backfilling BOIN design (BF-BOIN) generates additional data for future dose optimization, maintains the accuracy of the MTD identification, and improves patient safety without prolonging the trial duration.
近年来,将回填纳入剂量递增临床试验的兴趣日益浓厚,这涉及同时将患者分配到先前已通过剂量递增设计确定安全的剂量组。回填可生成有关最大耐受剂量(MTD)以下一系列剂量的安全性、耐受性和初步活性的额外信息,这对于推荐的II期剂量选择和剂量优化具有重要意义。然而,在实践中,回填在试验方案中可能没有得到严格定义,也没有始终如一地实施。此外,回填设计需要仔细规划,以尽量减少用潜在无效药物(和/或亚治疗剂量)治疗额外患者的可能性。在本文中,我们提出了一种简单且有原则的方法,将回填纳入贝叶斯最优区间设计(BOIN)。该设计整合了设计中剂量递增和回填部分的数据,并确保额外患者接受已观察到一定活性的剂量治疗。模拟研究表明,所提出的回填BOIN设计(BF-BOIN)可为未来的剂量优化生成额外数据,保持MTD识别的准确性,并在不延长试验持续时间的情况下提高患者安全性。