Jiang Liyun, Yin Zhulin, Yan Fangrong, Yuan Ying
Research Center of Biostatistics and Computational Pharmacy, China Pharmaceutical University, Nanjing, China.
Clinical Trials and Statistics Unit, Institute of Cancer Research, London, UK.
J Immunother Precis Oncol. 2024 Aug 19;7(3):159-167. doi: 10.36401/JIPO-23-35. eCollection 2024 Aug.
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. 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. The simulation study showed that the MC-Keyboard had high accuracy in identifying the MTD and is safer than some existing designs. The MC-Keyboard provides a novel, simple, and safe approach to assessing safety and identifying the MTD for targeted therapies and immunotherapies.
在靶向治疗和免疫治疗中,低级别(如1 - 2级)毒性反应(LGT)很常见,而剂量限制性毒性反应(DLT)相对少见。因此,传统的仅基于DLT而忽视较轻毒性反应的I期试验设计,在评估这些新型疗法时存在问题。为解决这一问题,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,该设计整合了多种毒性约束条件,兼顾了DLT和LGT,用于精确的剂量递增和递减,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递增或递减规则可以在试验开始前预先制成表格并纳入试验方案,极大地简化了其实施过程。模拟研究表明,MC - Keyboard在确定MTD方面具有很高的准确性,并且比一些现有设计更安全。MC - Keyboard为评估靶向治疗和免疫治疗的安全性以及确定MTD提供了一种新颖、简单且安全的方法。