A physiologically-based pharmacokinetic modeling approach for dosing amiodarone in children on ECMO

IF 3.1 3区 医学 Q2 PHARMACOLOGY & PHARMACY
Venkata K. Yellepeddi, John Porter Hunt, Danielle J. Green, Autumn McKnite, Aviva Whelan, Kevin Watt
{"title":"A physiologically-based pharmacokinetic modeling approach for dosing amiodarone in children on ECMO","authors":"Venkata K. Yellepeddi,&nbsp;John Porter Hunt,&nbsp;Danielle J. Green,&nbsp;Autumn McKnite,&nbsp;Aviva Whelan,&nbsp;Kevin Watt","doi":"10.1002/psp4.13199","DOIUrl":null,"url":null,"abstract":"<p>Extracorporeal membrane oxygenation (ECMO) is a cardiopulmonary bypass device commonly used to treat cardiac arrest in children. The American Heart Association guidelines for cardiopulmonary resuscitation (CPR) and emergency cardiovascular care recommend using amiodarone as a first-line agent to treat ventricular arrhythmias in children with cardiac arrest. However, there are no dosing recommendations for amiodarone to treat ventricular arrhythmias in pediatric patients on ECMO. Amiodarone has a high propensity for adsorption to the ECMO components due to its physicochemical properties leading to altered pharmacokinetics (PK) in ECMO patients. The change in amiodarone PK due to interaction with ECMO components may result in a difference in optimal dosing in patients on ECMO when compared with non-ECMO patients. To address this clinical knowledge gap, a physiologically-based pharmacokinetic model of amiodarone was developed in adults and scaled to children, followed by the addition of an ECMO compartment. The pediatric model included ontogeny functions of cytochrome P450 (CYP450) enzyme maturation across various age groups. The ECMO compartment was parameterized using the adsorption data of amiodarone obtained from ex vivo studies. Model predictions captured observed concentrations of amiodarone in pediatric patients with ECMO well with an average fold error between 0.5 and 2. Model simulations support an amiodarone intravenous (i.v) bolus dose of 22 mg/kg (neonates), 13 mg/kg (infants), 8 mg/kg (children), and 6 mg/kg (adolescents). This PBPK modeling approach can be applied to explore the dosing of other drugs used in children on ECMO.</p>","PeriodicalId":10774,"journal":{"name":"CPT: Pharmacometrics & Systems Pharmacology","volume":null,"pages":null},"PeriodicalIF":3.1000,"publicationDate":"2024-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/psp4.13199","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"CPT: Pharmacometrics & Systems Pharmacology","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/psp4.13199","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PHARMACOLOGY & PHARMACY","Score":null,"Total":0}
引用次数: 0

Abstract

Extracorporeal membrane oxygenation (ECMO) is a cardiopulmonary bypass device commonly used to treat cardiac arrest in children. The American Heart Association guidelines for cardiopulmonary resuscitation (CPR) and emergency cardiovascular care recommend using amiodarone as a first-line agent to treat ventricular arrhythmias in children with cardiac arrest. However, there are no dosing recommendations for amiodarone to treat ventricular arrhythmias in pediatric patients on ECMO. Amiodarone has a high propensity for adsorption to the ECMO components due to its physicochemical properties leading to altered pharmacokinetics (PK) in ECMO patients. The change in amiodarone PK due to interaction with ECMO components may result in a difference in optimal dosing in patients on ECMO when compared with non-ECMO patients. To address this clinical knowledge gap, a physiologically-based pharmacokinetic model of amiodarone was developed in adults and scaled to children, followed by the addition of an ECMO compartment. The pediatric model included ontogeny functions of cytochrome P450 (CYP450) enzyme maturation across various age groups. The ECMO compartment was parameterized using the adsorption data of amiodarone obtained from ex vivo studies. Model predictions captured observed concentrations of amiodarone in pediatric patients with ECMO well with an average fold error between 0.5 and 2. Model simulations support an amiodarone intravenous (i.v) bolus dose of 22 mg/kg (neonates), 13 mg/kg (infants), 8 mg/kg (children), and 6 mg/kg (adolescents). This PBPK modeling approach can be applied to explore the dosing of other drugs used in children on ECMO.

Abstract Image

基于生理学的药代动力学建模方法,用于给接受 ECMO 的儿童服用胺碘酮。
体外膜肺氧合(ECMO)是一种心肺旁路装置,常用于治疗儿童心脏骤停。美国心脏协会心肺复苏(CPR)和心血管急救指南建议使用胺碘酮作为治疗心脏骤停儿童室性心律失常的一线药物。然而,对于使用 ECMO 的儿科患者,尚无胺碘酮治疗室性心律失常的剂量建议。由于胺碘酮的物理化学特性,它很容易吸附在 ECMO 的组件上,导致 ECMO 患者的药代动力学(PK)发生变化。胺碘酮与 ECMO 成分相互作用导致的 PK 变化可能导致 ECMO 患者的最佳剂量与非 ECMO 患者不同。为了填补这一临床知识空白,我们开发了一个基于生理学的胺碘酮药代动力学模型,该模型以成人为研究对象,并按比例扩展到儿童,随后又增加了一个 ECMO 区室。儿科模型包括各年龄组细胞色素 P450(CYP450)酶成熟的本体功能。利用体内外研究获得的胺碘酮吸附数据对 ECMO 室进行了参数化。模型预测结果很好地捕捉到了接受 ECMO 的儿科患者体内胺碘酮的观察浓度,平均折合误差在 0.5 到 2 之间。模型模拟支持胺碘酮静脉注射剂量为 22 毫克/千克(新生儿)、13 毫克/千克(婴儿)、8 毫克/千克(儿童)和 6 毫克/千克(青少年)。这种 PBPK 建模方法可用于探讨用于 ECMO 儿童的其他药物的剂量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
5.00
自引率
11.40%
发文量
146
审稿时长
8 weeks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信