PillHarmonics™:协调的药物遗传学用药临床决策支持服务。

IF 2.1 2区 医学 Q4 MEDICAL INFORMATICS Applied Clinical Informatics Pub Date : 2024-03-01 Epub Date: 2024-02-22 DOI:10.1055/a-2274-6763
Robert H Dolin, Edna Shenvi, Carla Alvarez, Randolph C Barrows, Aziz Boxwala, Benson Lee, Brian H Nathanson, Yelena Kleyner, Rachel Hagemann, Tonya Hongsermeier, Joan Kapusnik-Uner, Adnan Lakdawala, James Shalaby
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引用次数: 0

摘要

目的:药物遗传学(PGx)在个性化治疗管理计划中的作用日益重要,但其实施往往与其他类型的药物临床决策支持(CDS)相分离。现有的药物临床决策支持系统没有整合药物遗传学,可能会导致相互作用信息不完整,从而引发患者安全问题。我们试图开发一种基于云计算的协调式药物临床决策支持服务,将药物基因学与一系列广泛的药物筛查警报整合在一起,并通过临床医生效用研究对其进行评估:我们根据 CDS Hooks 协议开发了 PillHarmonicsTM 服务,通过算法整合了广泛的药物相互作用知识,使用的云筛查服务包括 First Databank(药物-药物/过敏/条件)、PharmGKB(药物-基因)和本地策划内容(药物-肾脏/肝脏/种族)。我们进行了一项用户研究,向 13 位临床医生和药剂师展示了该系统在合成患者场景中的使用原型。我们通过标准问卷和结构化访谈收集反馈意见:结果:临床医生通过技术接受度模型问卷对 PillHarmonics 进行的评估显示,该系统的感知效用非常显著。对结构化访谈进行的主题分析表明,综合知识、简明可行的摘要和信息的可获取性得到了高度评价,临床医生将在实践中使用该服务:结论:用药安全和优化治疗方案的疗效仍是重大问题。利用患者的临床和基因组数据进行广泛的相互作用检查,并向临床医生提供简明、全面的用药知识的综合用药CDS系统是可行的,而且被认为对做出更明智的决策极具价值。这种系统有可能解决目前与药物相关的 CDS 所面临的许多挑战。
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PillHarmonics: An Orchestrated Pharmacogenetics Medication Clinical Decision Support Service.

Objectives:  Pharmacogenetics (PGx) is increasingly important in individualizing therapeutic management plans, but is often implemented apart from other types of medication clinical decision support (CDS). The lack of integration of PGx into existing CDS may result in incomplete interaction information, which may pose patient safety concerns. We sought to develop a cloud-based orchestrated medication CDS service that integrates PGx with a broad set of drug screening alerts and evaluate it through a clinician utility study.

Methods:  We developed the PillHarmonics service for implementation per the CDS Hooks protocol, algorithmically integrating a wide range of drug interaction knowledge using cloud-based screening services from First Databank (drug-drug/allergy/condition), PharmGKB (drug-gene), and locally curated content (drug-renal/hepatic/race). We performed a user study, presenting 13 clinicians and pharmacists with a prototype of the system's usage in synthetic patient scenarios. We collected feedback via a standard questionnaire and structured interview.

Results:  Clinician assessment of PillHarmonics via the Technology Acceptance Model questionnaire shows significant evidence of perceived utility. Thematic analysis of structured interviews revealed that aggregated knowledge, concise actionable summaries, and information accessibility were highly valued, and that clinicians would use the service in their practice.

Conclusion:  Medication safety and optimizing efficacy of therapy regimens remain significant issues. A comprehensive medication CDS system that leverages patient clinical and genomic data to perform a wide range of interaction checking and presents a concise and holistic view of medication knowledge back to the clinician is feasible and perceived as highly valuable for more informed decision-making. Such a system can potentially address many of the challenges identified with current medication-related CDS.

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来源期刊
Applied Clinical Informatics
Applied Clinical Informatics MEDICAL INFORMATICS-
CiteScore
4.60
自引率
24.10%
发文量
132
期刊介绍: ACI is the third Schattauer journal dealing with biomedical and health informatics. It perfectly complements our other journals Öffnet internen Link im aktuellen FensterMethods of Information in Medicine and the Öffnet internen Link im aktuellen FensterYearbook of Medical Informatics. The Yearbook of Medical Informatics being the “Milestone” or state-of-the-art journal and Methods of Information in Medicine being the “Science and Research” journal of IMIA, ACI intends to be the “Practical” journal of IMIA.
期刊最新文献
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