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Developing a Prototype System for Integrating Pharmacogenomics Findings into Clinical Practice

机译:开发将药物基因组学发现整合到临床实践中的原型系统

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Findings from pharmacogenomics (PGx) studies have the potential to be applied to individualize drug therapy to improve efficacy and reduce adverse drug events. Researchers have identified factors influencing uptake of genomics in medicine, but little is known about the specific technical barriers to incorporating PGx into existing clinical frameworks. We present the design and development of a prototype PGx clinical decision support (CDS) system that builds on existing clinical infrastructure and incorporates semi-active and active CDS. Informing this work, we updated previous evaluations of PGx knowledge characteristics, and of how the CDS capabilities of three local clinical systems align with data and functional requirements for PGx CDS. We summarize characteristics of PGx knowledge and technical needs for implementing PGx CDS within existing clinical frameworks. PGx decision support rules derived from FDA drug labels primarily involve drug metabolizing genes, vary in maturity, and the majority support the post-analytic phase of genetic testing. Computerized provider order entry capabilities are key functional requirements for PGx CDS and were best supported by one of the three systems we evaluated. We identified two technical needs when building on this system, the need for (1) new or existing standards for data exchange to connect clinical data to PGx knowledge, and (2) a method for implementing semi-active CDS. Our analyses enhance our understanding of principles for designing and implementing CDS for drug therapy individualization and our current understanding of PGx characteristics in a clinical context. Characteristics of PGx knowledge and capabilities of current clinical systems can help govern decisions about CDS implementation, and can help guide decisions made by groups that develop and maintain knowledge resources such that delivery of content for clinical care is supported.
机译:药物基因组学(PGx)研究的发现有潜力应用于个体化药物治疗,以提高疗效并减少不良药物事件。研究人员已经确定了影响医学基因组学应用的因素,但对于将PGx纳入现有临床框架的具体技术障碍知之甚少。我们介绍了基于现有临床基础架构并结合了半主动和主动CDS的PGx临床决策支持(CDS)原型系统的设计和开发。通知这项工作,我们更新了以前对PGx知识特征的评估,以及三个本地临床系统的CDS功能如何与PGx CDS的数据和功能要求相一致。我们总结了在现有临床框架内实施PGx CDS的PGx知识特征和技术需求。源自FDA药品标签的PGx决策支持规则主要涉及药物代谢基因,成熟程度各不相同,并且大多数支持基因测试的分析后阶段。计算机化的供应商订单录入功能是PGx CDS的关键功能要求,并且得到我们评估的三个系统之一的最佳支持。在此系统上构建时,我们确定了两个技术需求,即:(1)用于将临床数据连接到PGx知识的数据交换的新标准或现有标准;以及(2)实现半主动CDS的方法。我们的分析增强了我们对针对药物治疗个性化设计和实施CDS的原理的理解,以及对当前临床背景下PGx特性的理解。 PGx知识的特征和当前临床系统的功能可以帮助管理有关CDS实施的决策,并且可以帮助指导开发和维护知识资源的小组所做出的决策,从而支持为临床护理提供内容。

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