Chevret S
Département de Biostatistique et Informatique Médicale, Hôpital Saint-Louis, Paris, France.
Stat Med. 1993 Jun 30;12(12):1093-108. doi: 10.1002/sim.4780121201.
In cancer studies, the aim of phase I clinical trials is to identify an appropriate dose for experimentation in phase II and III studies. The continual reassessment method (CRM) has been developed recently and presented as the method of choice in the design and analysis of such phase I studies. However, to implement the method, some methodological and practical considerations must be addressed. This paper examines, through a simulation study, the sensitivity of CRM both to the initial modelling of the dose-toxicity relationship and the prior. It appears that the performance of CRM can be improved by using vague priors and initial tuning of the model to allow flexibility.
在癌症研究中,I期临床试验的目的是确定一个合适的剂量,以便在II期和III期研究中进行试验。连续重新评估法(CRM)是最近开发出来的,并被视为此类I期研究设计和分析中的首选方法。然而,要实施该方法,必须解决一些方法学和实际方面的问题。本文通过模拟研究,考察了CRM对剂量-毒性关系的初始建模和先验分布的敏感性。结果表明,使用模糊先验和对模型进行初始调整以增加灵活性,可以提高CRM的性能。