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The Applicability of N: Ancient Debates and Modern Experimental Design

机译:N:古代辩论与现代实验设计的适用性

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Medicine has always been characterized by a tension between the particular and the general. A clinician is obligated to treat the individual in front of her, yet she accomplishes this task by applying generalized knowledge that describes an abstract average but not necessarily a specific person. Efforts to systematize this process of moving between the particular and the general have led to the development of randomized controlled trials and large observational studies. Inclusion of tens of thousands of people in such studies, it is argued, will enhance the applicability of the data to more individual circumstances. Yet, as genetic sequencing data have become more widely obtained and used, there has been an increased focus on what has been broadly termed “precision medicine”, a highly individualized approach to therapeutics. Moreover, advances in statistical methods have enabled researchers to use N-of-1 study data—traditionally considered too individualized to be broadly applicable—in new ways. This paper contextualizes these apparently modern debates with reference to historical arguments about methods of disease diagnosis and treatment, and earlier physicians’ concerns about the tension between the particular and the general that is intrinsic to medical practice.
机译:医学一直以来都以特殊与普通之间的紧张为特征。临床医生有义务在她面前对待这个人,但是她通过应用概括性知识来完成此任务,该知识描述了抽象的平均值,但不一定是特定的人。为使这一过程在特殊人群和一般人群之间系统化的努力,导致了随机对照试验和大型观察性研究的发展。据认为,将成千上万的人纳入此类研究将提高数据在更多个体情况下的适用性。然而,随着基因测序数据越来越广泛地获得和使用,人们越来越关注被广泛称为“精密医学”的一种高度个性化的治疗方法。此外,统计方法的进步使研究人员能够以新的方式使用N分之1的研究数据(传统上认为过于个性化而不能广泛应用)。本文参考了有关疾病诊断和治疗方法的历史论据,对这些表面上现代的辩论进行了背景研究,并且早期的医生对医疗实践中固有的特殊性与一般性之间的紧张关系表示担忧。

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