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有和没有患者内剂量递增导入阶段的I期剂量探索设计的性能。

Performance of phase-I dose finding designs with and without a run-in intra-patient dose escalation stage.

作者信息

Labrenz Jannik, Edelmann Dominic, Heitmann Jonas S, Salih Helmut R, Kopp-Schneider Annette, Schlenk Richard F

机构信息

NCT Trial Center, National Center for Tumor Diseases, German Cancer Research Center, Heidelberg, Germany.

Division of Biostatistics, German Cancer Research Center, Heidelberg, Germany.

出版信息

Pharm Stat. 2023 Mar;22(2):236-247. doi: 10.1002/pst.2268. Epub 2022 Oct 25.

DOI:10.1002/pst.2268
PMID:36285348
Abstract

Dose-finding designs for phase-I trials aim to determine the recommended phase-II dose (RP2D) for further phase-II drug development. If the trial includes patients for whom several lines of standard therapy failed or if the toxicity of the investigated agent does not necessarily increase with dose, optimal dose-finding designs should limit the frequency of treatment with suboptimal doses. We propose a two-stage design strategy with a run-in intra-patient dose escalation part followed by a more traditional dose-finding design. We conduct simulation studies to compare the 3 + 3 design, the Bayesian Optimal Interval Design (BOIN) and the Continual Reassessment Method (CRM) with and without intra-patient dose escalation. The endpoints are accuracy, sample size, safety, and therapeutic efficiency. For scenarios where the correct RP2D is the highest dose, inclusion of an intra-patient dose escalation stage generally increases accuracy and therapeutic efficiency. However, for scenarios where the correct RP2D is below the highest dose, intra-patient dose escalation designs lead to increased risk of overdosing and an overestimation of RP2D. The magnitude of the change in operating characteristics after including an intra-patient stage is largest for the 3 + 3 design, decreases for the BOIN and is smallest for the CRM.

摘要

I期试验的剂量探索设计旨在确定用于进一步II期药物开发的推荐II期剂量(RP2D)。如果试验纳入了对多线标准治疗均无效的患者,或者所研究药物的毒性不一定随剂量增加,那么最佳剂量探索设计应限制次优剂量治疗的频率。我们提出了一种两阶段设计策略,包括一个患者内剂量递增的导入部分,随后是一个更传统的剂量探索设计。我们进行模拟研究,比较有和没有患者内剂量递增情况下的3+3设计、贝叶斯最优区间设计(BOIN)和连续重新评估法(CRM)。终点指标为准确性、样本量、安全性和治疗效率。对于正确的RP2D为最高剂量的情况,纳入患者内剂量递增阶段通常会提高准确性和治疗效率。然而,对于正确的RP2D低于最高剂量的情况,患者内剂量递增设计会导致用药过量风险增加以及对RP2D的高估。纳入患者内阶段后,3+3设计的操作特征变化幅度最大,BOIN的变化幅度减小,CRM的变化幅度最小。

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