Institute for Global Health, University College London, London, United Kingdom
Great Ormond Street Institute of Child Health, University College London, London, United Kingdom.
Antimicrob Agents Chemother. 2019 Apr 25;63(5). doi: 10.1128/AAC.00067-19. Print 2019 May.
This study aimed to suggest an initial pediatric vancomycin dose regimen through population pharmacokinetic-pharmacodynamic modeling. A population pharmacokinetic approach was used to analyze vancomycin concentration-time data from a large pediatric cohort. Pharmacokinetic target attainment for patients with bloodstream isolates was compared with clinical outcome using logistic regression and classification and regression trees. Change in serum creatinine during treatment was used as an indicator of acute nephrotoxicity. Probability of acute kidney injury (50% increase from baseline) or kidney failure (75% increase from baseline) was evaluated using logistic regression. An initial dosing regimen was derived, personalized by age, weight, and serum creatinine, using stochastic simulations. Data from 785 hospitalized pediatric patients (1 day to 21 years of age) with suspected Gram-positive infections were collected. Estimated (relative standard error) typical clearance, volume of distribution 1, intercompartmental clearance, and volume of distribution 2 were (standardized to 70 kg) 4.84 (2.38) liters/h, 39.9 (8.15) liters, 3.85 (17.3) liters/h, and 37.8 (10.2) liters, respectively. While cumulative vancomycin exposure correlated positively with the development of nephrotoxicity (713 patients), no clear relationship between vancomycin area under the plasma concentration-time curve and efficacy was found (102 patients). Predicted probability of acute kidney injury and kidney failure with the optimized dosing regimen at day 5 was 10 to 15% and 5 to 10%, increasing by approximately 50% on day 7 and roughly 100% on day 10 across all age groups. This study presents the first data-driven pediatric dose selection to date accounting for nephrotoxicity, and it indicates that cumulative vancomycin exposure best describes risk of acute kidney injury and acute kidney failure.
本研究旨在通过群体药代动力学-药效学建模为儿科万古霉素初始剂量方案提供建议。采用群体药代动力学方法分析了来自大型儿科队列的万古霉素浓度-时间数据。使用逻辑回归和分类回归树比较了血流感染患者的药代动力学目标达标情况与临床结局。治疗期间血清肌酐的变化被用作急性肾毒性的指标。使用逻辑回归评估急性肾损伤(与基线相比增加 50%)或肾功能衰竭(与基线相比增加 75%)的概率。使用随机模拟方法,根据年龄、体重和血清肌酐对初始给药方案进行个体化调整。共收集了 785 名患有疑似革兰阳性感染的住院儿科患者(1 天至 21 岁)的数据。估计(相对标准误差)的典型清除率、分布容积 1、隔室间清除率和分布容积 2 分别为(标准化至 70kg)4.84(2.38)L/h、39.9(8.15)L、3.85(17.3)L/h 和 37.8(10.2)L。虽然万古霉素累积暴露与肾毒性的发展呈正相关(713 例患者),但在 102 例患者中未发现万古霉素药时曲线下面积与疗效之间存在明确关系。在第 5 天,优化给药方案的急性肾损伤和肾功能衰竭的预测概率为 10%至 15%和 5%至 10%,在所有年龄组中,第 7 天增加约 50%,第 10 天增加约 100%。本研究首次提出了迄今为止针对儿科患者的基于数据的剂量选择方案,该方案考虑了肾毒性,表明万古霉素累积暴露量能最好地描述急性肾损伤和急性肾功能衰竭的风险。