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Failsafe automation of Phase II clinical trial interim monitoring for stopping rules.

机译:用于停止规则的II期临床试验临时监视的故障安全自动化。

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BACKGROUND: In Phase II clinical trials in cancer, preventing the treatment of patients on a study when current data demonstrate that the treatment is insufficiently active or too toxic has obvious benefits, both in protecting patients and in reducing sponsor costs. Considerable efforts have gone into experimental designs for Phase II clinical trials with flexible sample size, usually implemented by early stopping rules. The intended benefits will not ensue, however, if the design is not followed. Despite the best intentions, failures can occur for many reasons. PURPOSE: The main goal is to develop an automated system for interim monitoring, as a backup system supplementing the protocol team, to ensure that patients are protected. A secondary goal is to stimulate timely recording of patient assessments. METHODS: We developed key concepts and performance needs, then designed, implemented, and deployed a software solution embedded in the clinical trials database system. RESULTS: The system has been in place since October 2007. One clinical trial tripped the automated monitor, resulting in e-mails that initiated statistician/investigator review in timely fashion. LIMITATIONS: Several essential contributing activities still require human intervention, institutional policy decisions, and institutional commitment of resources. CONCLUSIONS: We believe that implementing the concepts presented here will provide greater assurance that interim monitoring plans are followed and that patients are protected from inadequate response or excessive toxicity. This approach may also facilitate wider acceptance and quicker implementation of new interim monitoring algorithms.
机译:背景:在癌症的II期临床试验中,当一项最新数据表明该疗法的活性不足或毒性太强时,在研究中阻止患者的治疗具有明显的益处,既可以保护患者,也可以降低赞助商的费用。具有灵活样本量的II期临床试验的实验设计已经投入了大量精力,通常通过早期停止规则来实施。但是,如果不遵循设计,则不会获得预期的收益。尽管有最好的意图,但由于多种原因可能会发生故障。目的:主要目标是开发一个自动化的临时监测系统,作为对方案团队的补充,以确保患者受到保护。次要目标是促进及时记录患者评估。方法:我们制定了关键概念和性能需求,然后设计,实施和部署了嵌入临床试验数据库系统的软件解决方案。结果:该系统自2007年10月开始使用。一项临床试验使自动监控器跳闸,从而产生了一封电子邮件,及时启动了统计学家/研究人员的审查。局限性:一些重要的促成活动仍然需要人工干预,机构政策决定和机构对资源的投入。结论:我们认为,实施此处介绍的概念将提供更大的保证,即遵循了临时监测计划,并保护了患者免受反应不足或过度毒性的侵害。这种方法还可以促进新的临时监视算法的广泛接受和更快的实现。

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