School of Pharmacy, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China.
Department of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China.
PLoS One. 2022 May 5;17(5):e0267894. doi: 10.1371/journal.pone.0267894. eCollection 2022.
A recent consensus guideline recommends migrating the therapeutic drug monitoring practice for intravenous vancomycin for the treatment of methicillin-resistant Staphylococcus aureus infection from the traditional trough-based approach to the Bayesian approach based on area under curve to improve clinical outcomes. To support the implementation of the new strategy for hospitals under Hospital Authority, Hong Kong, this study is being proposed to (1) estimate and validate a population pharmacokinetic model of intravenous vancomycin for local adults, (2) develop a web-based individual dose optimization application for clinical use, and (3) evaluate the performance of the application by comparing the treatment outcomes and clinical satisfaction against the traditional approach. 300 adult subjects prescribed with intravenous vancomycin and not on renal replacement therapy will be recruited for population pharmacokinetic model development and validation. Sex, age, body weight, serum creatinine level, intravenous vancomycin dosing records, serum vancomycin concentrations etc. will be collected from several electronic health record systems maintained by Hospital Authority. Parameter estimation will be performed using non-linear mixed-effect modeling techniques. The web-based individual dose optimization application is based on a previously reported application and is built using R and the package shiny. Data from another 50 subjects will be collected during the last three months of the study period and treated as informed by the developed application and compared against historical control for clinical outcomes. Since the study will incur extra blood-taking procedures from patients, informed consent is required. Other than that, recruited subjects should receive medical treatments as usual. Identifiable patient data will be available only to site investigators and clinicians in each hospital. The study protocol and informed consent forms have been approved by the Joint Chinese University of Hong Kong-New Territories East Cluster Clinical Research Ethics Committee (reference number: NTEC-2021-0215) and registered at the Chinese Clinical Trial Registry (registration number: ChiCTR2100048714).
最近的共识指南建议,将治疗耐甲氧西林金黄色葡萄球菌感染的静脉万古霉素治疗药物监测实践从传统的基于谷值的方法迁移到基于曲线下面积的贝叶斯方法,以改善临床结果。为了支持医管局辖下医院实施新策略,本研究旨在:(1)估计和验证本地成人静脉万古霉素的群体药代动力学模型;(2)开发一个基于网络的个体剂量优化应用程序供临床使用;(3)通过与传统方法比较治疗结果和临床满意度来评估应用程序的性能。将招募 300 名接受静脉万古霉素治疗且未接受肾脏替代治疗的成年患者,用于建立和验证群体药代动力学模型。将从医管局维护的几个电子健康记录系统中收集性别、年龄、体重、血清肌酐水平、静脉万古霉素剂量记录、血清万古霉素浓度等数据。参数估计将采用非线性混合效应建模技术进行。该网络个体剂量优化应用程序基于之前报道的应用程序构建,使用 R 和 shiny 包。在研究最后三个月,将从另外 50 名患者中收集数据,并根据开发的应用程序进行治疗,并与历史对照进行临床结果比较。由于该研究将给患者带来额外的采血程序,因此需要获得知情同意。除此之外,招募的患者应接受常规医疗治疗。只有每个医院的现场调查员和临床医生才能获得可识别的患者数据。该研究方案和知情同意书已获得香港中文大学-新界东联网临床研究伦理委员会(编号:NTEC-2021-0215)的批准,并在中国临床试验注册中心(注册号:ChiCTR2100048714)注册。