Design of a pharmacokinetic/pharmacodynamic model for administration of low dose peripheral norepinephrine during general anaesthesia.

IF 3.1 3区 医学 Q2 PHARMACOLOGY & PHARMACY
Jona Joachim, Jérôme Cartailler, Fabrice Vallee, Thomas Lefevre, Jacques Callebert, Etienne Gayat, Marc Lavielle
{"title":"Design of a pharmacokinetic/pharmacodynamic model for administration of low dose peripheral norepinephrine during general anaesthesia.","authors":"Jona Joachim, Jérôme Cartailler, Fabrice Vallee, Thomas Lefevre, Jacques Callebert, Etienne Gayat, Marc Lavielle","doi":"10.1111/bcp.16180","DOIUrl":null,"url":null,"abstract":"<p><strong>Aims: </strong>Intraoperative hypotension is a risk factor for kidney, heart and cognitive postoperative complications. Literature suggests that the use of low-dose peripheral norepinephrine (NOR) reduces organ dysfunction, yet its administration remains unstandardized. In this work we develop a pharmacokinetic (PK)/pharmacodynamic (PD) model of NOR and its effect on mean arterial pressure (MAP).</p><p><strong>Methods: </strong>From June 2018 to December 2021, we included patients scheduled for elective neurosurgery and requiring vasopressors for intraoperative hypotension management at Lariboisière Hospital, Paris. Low doses of NOR were administered peripherally, and successive arterial blood samples were collected to track its plasmatic concentration. We used a compartmental modelling approach for NOR PK. We developed and compared 2 models for NOR PD on MAP. Model comparison was done using Bayes information criteria. The resulting PK/PD model parameters were fitted over the entire population and linked to age, weight, height and sex.</p><p><strong>Results: </strong>We included 29 patients (age 52 [46-64] years, 69% female). NOR median time to peak effect on MAP was 74 [53-94] s. After bolus administration, MAP increased by 24% (15-31%). A 2-comparment model with depot best captured NOR PK. NOR PD effect on MAP was well represented by both Emax and Windkessel models, with better results for the former. We found that age, height and weight as well as history of smoking and hypertension were correlated with model parameters.</p><p><strong>Conclusion: </strong>We have developed a PK/PD model to accurately track norepinephrine plasma concentration and its effect on MAP over time, which could serve for target-controlled infusion.</p>","PeriodicalId":9251,"journal":{"name":"British journal of clinical pharmacology","volume":null,"pages":null},"PeriodicalIF":3.1000,"publicationDate":"2024-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"British journal of clinical pharmacology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1111/bcp.16180","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

Aims: Intraoperative hypotension is a risk factor for kidney, heart and cognitive postoperative complications. Literature suggests that the use of low-dose peripheral norepinephrine (NOR) reduces organ dysfunction, yet its administration remains unstandardized. In this work we develop a pharmacokinetic (PK)/pharmacodynamic (PD) model of NOR and its effect on mean arterial pressure (MAP).

Methods: From June 2018 to December 2021, we included patients scheduled for elective neurosurgery and requiring vasopressors for intraoperative hypotension management at Lariboisière Hospital, Paris. Low doses of NOR were administered peripherally, and successive arterial blood samples were collected to track its plasmatic concentration. We used a compartmental modelling approach for NOR PK. We developed and compared 2 models for NOR PD on MAP. Model comparison was done using Bayes information criteria. The resulting PK/PD model parameters were fitted over the entire population and linked to age, weight, height and sex.

Results: We included 29 patients (age 52 [46-64] years, 69% female). NOR median time to peak effect on MAP was 74 [53-94] s. After bolus administration, MAP increased by 24% (15-31%). A 2-comparment model with depot best captured NOR PK. NOR PD effect on MAP was well represented by both Emax and Windkessel models, with better results for the former. We found that age, height and weight as well as history of smoking and hypertension were correlated with model parameters.

Conclusion: We have developed a PK/PD model to accurately track norepinephrine plasma concentration and its effect on MAP over time, which could serve for target-controlled infusion.

为全身麻醉期间低剂量外周去甲肾上腺素的给药设计药代动力学/药效学模型。
目的:术中低血压是肾脏、心脏和认知功能术后并发症的危险因素。文献表明,使用小剂量外周去甲肾上腺素(NOR)可减轻器官功能障碍,但其用药仍未标准化。在这项工作中,我们建立了 NOR 的药代动力学(PK)/药效学(PD)模型及其对平均动脉压(MAP)的影响:从 2018 年 6 月至 2021 年 12 月,我们纳入了巴黎 Lariboisière 医院计划进行择期神经外科手术并需要使用血管加压剂治疗术中低血压的患者。通过外周注射低剂量 NOR,并连续采集动脉血样本以跟踪其血浆浓度。我们对 NOR PK 采用了分区建模方法。我们建立并比较了两个关于 MAP 的 NOR PD 模型。模型比较采用贝叶斯信息标准。由此得出的 PK/PD 模型参数在整个人群中进行了拟合,并与年龄、体重、身高和性别挂钩:我们纳入了 29 名患者(年龄 52 [46-64] 岁,69% 为女性)。栓剂给药后,MAP 上升了 24%(15%-31%)。含有去势药物的双配伍模型最能反映 NOR 的 PK 值。Emax 模型和 Windkessel 模型都能很好地反映 NOR PD 对 MAP 的影响,前者的结果更好。我们发现,年龄、身高和体重以及吸烟史和高血压与模型参数相关:结论:我们建立了一个 PK/PD 模型,可准确跟踪去甲肾上腺素血浆浓度及其对 MAP 的影响,该模型可用于靶控输注。
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
6.30
自引率
8.80%
发文量
419
审稿时长
1 months
期刊介绍: Published on behalf of the British Pharmacological Society, the British Journal of Clinical Pharmacology features papers and reports on all aspects of drug action in humans: review articles, mini review articles, original papers, commentaries, editorials and letters. The Journal enjoys a wide readership, bridging the gap between the medical profession, clinical research and the pharmaceutical industry. It also publishes research on new methods, new drugs and new approaches to treatment. The Journal is recognised as one of the leading publications in its field. It is online only, publishes open access research through its OnlineOpen programme and is published monthly.
×
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