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一种用于确定替奈普酶治疗急性肺栓塞的目标剂量的适应性临床试验设计。

An adaptive clinical trial design to identify the target dose of tenecteplase for treatment of acute pulmonary embolism.

机构信息

Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC, USA.

Department of Emergency Medicine, University of Michigan, Ann Arbor, MI, USA.

出版信息

Clin Trials. 2022 Dec;19(6):636-646. doi: 10.1177/17407745221105897. Epub 2022 Jul 2.

Abstract

BACKGROUND/AIMS: Fibrinolytic therapy with tenecteplase has been proposed for patients with pulmonary embolism but the optimal dose is unknown. Higher-than-necessary dosing is likely to cause excess bleeding. We designed an adaptive clinical trial to identify the minimum and assumed safest dose of tenecteplase that maintains efficacy.

METHODS

We propose a Bayesian adaptive, placebo-controlled, group-sequential dose-finding trial using response-adaptive randomization to preferentially allocate subjects to the most promising doses, dual analyses strategies (continuous and dichotomized) using a gatekeeping approach to maximize clinical impact, and interim stopping rules to efficiently address competing trial objectives. The operating characteristics of the proposed design were evaluated using Monte Carlo simulation across multiple hypothetical efficacy scenarios.

RESULTS

Simulation demonstrated response-adaptive randomization can preferentially allocate subjects to doses which appear to be performing well based on interim data. Interim decision-making, including the interim evaluation of both analysis strategies with gatekeeping, allows the trial to continue enrollment when success with the dichotomized analysis strategy appears sufficiently likely and to stop enrollment and declare superiority based on the continuous analysis strategy when there is little chance of ultimately declaring superiority with the dichotomized analysis.

CONCLUSION

The proposed design allows evaluation of a greater number of dose levels than would be possible with a non-adaptive design and avoids the need to choose either the continuous or the dichotomized analysis strategy for the primary endpoint.

摘要

背景/目的:替奈普酶溶栓疗法已被提议用于治疗肺栓塞患者,但最佳剂量尚不清楚。过高的剂量可能会导致过度出血。我们设计了一项适应性临床试验,以确定替奈普酶的最小且假设最安全剂量,以维持疗效。

方法

我们提出了一种贝叶斯自适应、安慰剂对照、分组序贯剂量发现试验,采用反应适应性随机化,优先将受试者分配到最有前途的剂量,使用门控方法进行连续和二分分析策略(连续和二分),以最大限度地提高临床影响,并采用中间停止规则来有效地解决竞争试验目标。通过对多个假设疗效场景进行蒙特卡罗模拟,评估了所提出设计的操作特性。

结果

模拟表明,反应适应性随机化可以根据中期数据优先将受试者分配到看起来表现良好的剂量。中间决策,包括门控对两种分析策略的中间评估,允许试验在二分分析策略成功的可能性足够大时继续招募,并在连续分析策略几乎没有最终宣布二分分析优越性的可能性时停止招募并宣布优越性。

结论

与非适应性设计相比,所提出的设计允许评估更多的剂量水平,并且避免了为主要终点选择连续或二分分析策略的需要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d20f/9691514/063be255623f/nihms-1810339-f0001.jpg

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