MC-Keyboard: A Practical Phase I Trial Design for Targeted Therapies and Immunotherapies Integrating Multiple-Grade Toxicities

Liyun Jiang, Zhulin Yin, Fangrong Yan, Ying Yuan
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Abstract

In targeted therapies and immunotherapies, the occurrence of low-grade (e.g., grade 1–2) toxicities (LGT) is common, while dose-limiting toxicities (DLT) are relatively rare. As a result, conventional phase I trial designs, solely based on DLTs and disregarding milder toxicities, are problematic when evaluating these novel therapies. Methods: To address this issue, we propose a novel phase I design called a multiple-constraint keyboard (MC-Keyboard) that integrates multiple toxicity constraints, accounting for both DLT and LGT, for precise dose escalation and de-escalation, and identification of the maximum tolerated dose (MTD). As a model-assisted design, an important feature of MC-Keyboard is that its dose-escalation or de-escalation rule can be pretabulated and incorporated into the trial protocol before the initiation of the trial, greatly simplifying its implementation. Results: The simulation study showed that the MC-Keyboard had high accuracy in identifying the MTD and is safer than some existing designs. Conclusion: The MC-Keyboard provides a novel, simple, and safe approach to assessing safety and identifying the MTD for targeted therapies and immunotherapies.
MC-Keyboard:整合多级毒性的靶向疗法和免疫疗法的实用 I 期试验设计
在靶向疗法和免疫疗法中,低度(如 1-2 级)毒性(LGT)很常见,而剂量限制性毒性(DLT)则相对罕见。因此,在评估这些新型疗法时,传统的 I 期试验设计仅以 DLT 为基础,而忽略了较轻的毒性,这就会产生问题。方法:为了解决这个问题,我们提出了一种名为多重约束键盘(MC-Keyboard)的新型 I 期试验设计方案,它整合了多重毒性约束,同时考虑到 DLT 和 LGT,以实现精确的剂量升级和降级,并确定最大耐受剂量(MTD)。作为一种模型辅助设计,MC-Keyboard 的一个重要特点是其剂量升级或降级规则可在试验开始前预先制成表格并纳入试验方案,从而大大简化了其实施过程。结果模拟研究表明,MC-Keyboard 在确定 MTD 方面具有很高的准确性,而且比现有的一些设计更安全。结论MC-Keyboard为评估靶向疗法和免疫疗法的安全性和确定MTD提供了一种新颖、简单、安全的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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