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首页> 外文期刊>Statistics in medicine >An adaptive dose-finding design incorporating both toxicity and efficacy.
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An adaptive dose-finding design incorporating both toxicity and efficacy.

机译:兼具毒性和功效的自适应剂量查找设计。

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摘要

Novel therapies are challenging the standards of drug development. Agents with specific biologic targets and limited toxicity require novel designs to determine doses to be taken forward into larger studies. In this paper, we describe an approach that incorporates both toxicity and efficacy data into the estimation of the biologically optimal dose of an agent in a phase I trial. The approach is based on the flexible continuation-ratio model, and uses straightforward optimal dose selection criteria. Dose selection is based on all patients treated up until that time point, using a continual reassessment method approach. Dose-outcome curves considered include monotonically increasing, monotonically decreasing, and unimodal curves. Our simulation studies demonstrate that the proposed design, which we call TriCRM, has favourable operating characteristics.
机译:新型疗法正在挑战药物开发的标准。具有特定生物学目标和有限毒性的药物需要新颖的设计来确定要应用于更大研究的剂量。在本文中,我们描述了一种方法,该方法将毒性和功效数据都纳入了I期试验的药物生物学最佳剂量估计中。该方法基于灵活的持续比率模型,并使用简单的最佳剂量选择标准。剂量选择基于直至该时间点之前接受治疗的所有患者,并采用持续性重新评估方法。所考虑的剂量-结果曲线包括单调递增,单调递减和单峰曲线。我们的仿真研究表明,提出的设计(我们称为TriCRM)具有良好的工作特性。

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