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单病例设计及其在个性化治疗研究中的应用。

N-of-1 Design and Its Applications to Personalized Treatment Studies.

作者信息

Xie Tailiang, Yu Zhuoxin

机构信息

Brightech International, 285 Davidson Avenue, Suite 504, Somerset, NJ 08873 USA.

出版信息

Stat Biosci. 2017;9(2):662-675. doi: 10.1007/s12561-016-9165-9. Epub 2016 Sep 6.

Abstract

N-of-1 trial is a type of clinical trial which has been applied in chronic recurrent conditions that require long-term non-curative treatment. In this type of trials, each patient will be randomly assigned to one of the treatment sequences and repeatedly crossed over two or more treatments of interests. Through this cross-comparing method (cross-over phase), investigator can identify an optimal treatment (medicine or therapy) for the patient and treat the patient with the optimal treatment in an extension phase. This design could efficiently reduce the placebo effect, which is often seen in clinical trials, and maximize the true treatment effect. This type of design has been used in some traditional Chinese medicine (TCM) clinical trials lately. However, it brings some challenges for collecting and analyzing the data. Research on statistical methodology of this type of design is rarely found in the literature. The goal of this research is to discuss the application of the N-of-1 design to personalized treatment studies. We will demonstrate a real study conducted in TCM and present some theoretical and simulation results.

摘要

单病例试验是一种已应用于需要长期非治愈性治疗的慢性复发性疾病的临床试验类型。在这类试验中,每位患者将被随机分配到一种治疗序列中,并反复交叉接受两种或更多感兴趣的治疗。通过这种交叉比较方法(交叉阶段),研究者可以为患者确定最佳治疗方法(药物或疗法),并在延长期用最佳治疗方法治疗患者。这种设计可以有效减少临床试验中常见的安慰剂效应,并使真实治疗效果最大化。这种设计类型最近已用于一些中医临床试验中。然而,它给数据收集和分析带来了一些挑战。文献中很少能找到关于这类设计的统计方法的研究。本研究的目的是讨论单病例设计在个性化治疗研究中的应用。我们将展示一项在中医领域进行的实际研究,并给出一些理论和模拟结果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ead0/5711967/d72ef2fdaf2c/12561_2016_9165_Fig1_HTML.jpg

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