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基于群体药代动力学/药效学模拟的重症监护病房患者万古霉素剂量评估。

Vancomycin dosing assessment in intensive care unit patients based on a population pharmacokinetic/pharmacodynamic simulation.

机构信息

Service of Pharmacy, University Hospital of Salamanca, Spain.

出版信息

Br J Clin Pharmacol. 2010 Aug;70(2):201-12. doi: 10.1111/j.1365-2125.2010.03679.x.

Abstract

WHAT IS ALREADY KNOWN ABOUT THIS SUBJECT * Despite the frequent use of vancomycin in intensive care unit (ICU) patients, few studies aimed at characterizing vancomycin population pharmacokinetics have been performed in this critical population. * Population pharmacokinetics coupled with pharmacodynamic analysis, in order to optimize drug exposure and hence antibacterial effectiveness, has been little applied in these specific patients. WHAT THIS STUDY ADDS * Our population model characterized the pharmacokinetic profile of vancomycin in adult ICU patients, higher distribution volume values (V) being observed when the patient's serum creatinine (Cr(Se)) was greater than 1 mg dl(-1). * Age and creatinine clearance (CL(cr)) were identified as the main covariates explaining the pharmacokinetic variability in vancomycin CL. * Our pharmacokinetic/pharmacodynamic (PK/PD) simulation should aid clinicians to select initial vancomycin doses that will maximize the rate of response in the ICU setting, taking into account the patient's age and renal function as well as the susceptibility of Staphylococcus aureus. AIM To estimate the vancomycin pharmacokinetic profile in adult ICU patients and to assess vancomycin dosages for increasing the likelihood of optimal exposure. METHODS Five hundred and sixty-nine concentration-time data from 191 patients were analysed using a population pharmacokinetic approach (NONMEN). External model evaluation was made in 46 additional patients. The 24 h area under the concentration-time curve (AUC(0,24 h)) was derived from the final model. Minimum inhibitory concentration (MIC) values for S. aureus were obtained from the EUCAST database. AUC(0,24 h) : MIC >/= 400 was considered as PK/PD efficacy index. The probability of different dosages attaining the target considering different strains of S. aureus and patient subgroups was estimated with Monte Carlo simulation. RESULTS Vancomycin CL showed a significant dependence on patient age and renal function whereas Cr(Se) > 1 mg dl(-1) increased V more than twofold. For our representative ICU patient, 61 years, 73 kg, Cr(Se)= 1.4 mg dl(-1), measured CL(Cr)= 74.7 ml min(-1), the estimated values were CL = 1.06 ml min(-1) kg(-1) and V= 2.04 l kg(-1). The cumulative fraction of response for a standard vancomycin dose (2 g day(-1)) was less than 25% for VISA strains, and 33% to 95% for susceptible S. aureus, depending on patient characteristics. CONCLUSIONS Simulations provide useful information regarding the initial assessment of vancomycin dosing, the conventional dosing regimen probably being suboptimal in adult ICU patients. A graphic approach provides the recommended dose for any selected probability of attaining the PK/PD efficacy target or to evaluate the cumulative fraction of response for any dosing regimen in this population.

摘要

关于这个主题已经有了一些了解

  • 尽管在 ICU 患者中经常使用万古霉素,但针对该关键人群进行的描述万古霉素群体药代动力学的研究很少。

  • 为了优化药物暴露和抗菌效果,将群体药代动力学与药效动力学分析相结合,在这些特定患者中应用甚少。

本研究的新发现

  • 我们的群体模型描述了成年 ICU 患者中万古霉素的药代动力学特征,当患者的血清肌酐(Cr(Se))大于 1 毫克/分升时,观察到更高的分布容积值(V)。

  • 年龄和肌酐清除率(CL(cr))被确定为解释万古霉素 CL 变异性的主要协变量。

  • 我们的药代动力学/药效动力学(PK/PD)模拟应该有助于临床医生选择初始万古霉素剂量,以在 ICU 环境中最大限度地提高反应率,同时考虑到患者的年龄和肾功能以及金黄色葡萄球菌的敏感性。

目的

估计成年 ICU 患者的万古霉素药代动力学特征,并评估万古霉素剂量以提高最佳暴露的可能性。

方法

使用群体药代动力学方法(NONMEN)分析了来自 191 名患者的 569 个浓度-时间数据。在 46 名额外患者中进行了外部模型评估。从最终模型中得出 24 小时浓度-时间曲线下面积(AUC(0,24 h))。金黄色葡萄球菌的最低抑菌浓度(MIC)值从 EUCAST 数据库中获得。AUC(0,24 h):MIC>/=400 被认为是 PK/PD 疗效指数。使用蒙特卡罗模拟估计不同剂量在考虑不同金黄色葡萄球菌菌株和患者亚组时达到目标的概率。

结果

万古霉素 CL 显示出与患者年龄和肾功能显著相关,而 Cr(Se) > 1 毫克/分升则使 V 增加了两倍以上。对于我们的代表性 ICU 患者,61 岁,73 公斤,Cr(Se)=1.4 毫克/分升,测量的 CL(Cr)=74.7 毫升/分钟,估计值为 CL=1.06 毫升/分钟/公斤和 V=2.04 升/公斤。标准万古霉素剂量(2 克/天)的累积反应分数对于 VISA 菌株小于 25%,对于敏感金黄色葡萄球菌为 33%至 95%,具体取决于患者特征。

结论

模拟提供了关于万古霉素给药初始评估的有用信息,在成年 ICU 患者中,常规给药方案可能不太理想。图形方法提供了任何选定的达到 PK/PD 疗效目标的概率或评估该人群中任何给药方案的累积反应分数的推荐剂量。

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本文引用的文献

2
Development and evaluation of vancomycin dosage guidelines designed to achieve new target concentrations.
J Antimicrob Chemother. 2009 May;63(5):1050-7. doi: 10.1093/jac/dkp085. Epub 2009 Mar 19.
3
Pharmacokinetic issues for antibiotics in the critically ill patient.
Crit Care Med. 2009 Mar;37(3):840-51; quiz 859. doi: 10.1097/CCM.0b013e3181961bff.
6
Suboptimal aminoglycoside dosing in critically ill patients.
Ther Drug Monit. 2008 Dec;30(6):674-81. doi: 10.1097/FTD.0b013e31818b6b2f.
7
Increasing antibiotic resistance among methicillin-resistant Staphylococcus aureus strains.
Clin Infect Dis. 2008 Jun 1;46 Suppl 5:S360-7. doi: 10.1086/533592.
9
Larger vancomycin doses (at least four grams per day) are associated with an increased incidence of nephrotoxicity.
Antimicrob Agents Chemother. 2008 Apr;52(4):1330-6. doi: 10.1128/AAC.01602-07. Epub 2008 Jan 28.
10
Overview of model-building strategies in population PK/PD analyses: 2002-2004 literature survey.
Br J Clin Pharmacol. 2007 Nov;64(5):603-12. doi: 10.1111/j.1365-2125.2007.02975.x. Epub 2007 Aug 15.

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