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利用真实世界数据和基于生理的药代动力学模型来描述肥胖儿童中依诺肝素的处置情况。

Use of Real-World Data and Physiologically-Based Pharmacokinetic Modeling to Characterize Enoxaparin Disposition in Children With Obesity.

机构信息

Division of Pharmacotherapy and Experimental Therapeutics, University of North Carolina Eshelman School of Pharmacy, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.

School of Pharmacy, University of Waterloo, Waterloo, Ontario, Canada.

出版信息

Clin Pharmacol Ther. 2022 Aug;112(2):391-403. doi: 10.1002/cpt.2618. Epub 2022 May 18.

Abstract

Dosing guidance for children with obesity is often unknown despite the fact that nearly 20% of US children are classified as obese. Enoxaparin, a commonly prescribed low-molecular-weight heparin, is dosed based on body weight irrespective of obesity status to achieve maximum concentration within a narrow therapeutic or prophylactic target range. However, whether children with and without obesity experience equivalent enoxaparin exposure remains unclear. To address this clinical question, 2,825 anti-activated factor X (anti-Xa) surrogate concentrations were collected from the electronic health records of 596 children, including those with obesity. Using linear mixed-effects regression models, we observed that 4-hour anti-Xa concentrations were statistically significantly different in children with and without obesity, even for children with the same absolute dose (P = 0.004). To further mechanistically explore obesity-associated differences in anti-Xa concentration, a pediatric physiologically-based pharmacokinetic (PBPK) model was developed in adults, and then scaled to children with and without obesity. This PBPK model incorporated binding of enoxaparin to antithrombin to form anti-Xa and elimination via heparinase-mediated metabolism and glomerular filtration. Following scaling, the PBPK model predicted real-world pediatric concentrations well, with an average fold error (standard deviation of the fold error) of 0.82 (0.23) and 0.87 (0.26) in children with and without obesity, respectively. PBPK model simulations revealed that children with obesity have at most 20% higher 4-hour anti-Xa concentrations under recommended, total body weight-based dosing compared to children without obesity owing to reduced weight-normalized clearance. Enoxaparin exposure was better matched across age groups and obesity status using fat-free mass weight-based dosing.

摘要

尽管近 20%的美国儿童被归类为肥胖,但针对肥胖儿童的给药指导通常并不明确。依诺肝素是一种常用的低分子量肝素,其给药剂量基于体重,而与肥胖状况无关,以在狭窄的治疗或预防目标范围内达到最大浓度。然而,肥胖和非肥胖儿童是否具有等效的依诺肝素暴露尚不清楚。为了解决这一临床问题,从 596 名儿童(包括肥胖儿童)的电子健康记录中收集了 2825 个抗活化因子 X(抗-Xa)替代浓度。使用线性混合效应回归模型,我们观察到肥胖和非肥胖儿童的 4 小时抗-Xa 浓度存在统计学显著差异,即使是接受相同绝对剂量的儿童也是如此(P=0.004)。为了进一步从机制上探讨肥胖相关的抗-Xa 浓度差异,我们在成人中开发了一种儿科生理药代动力学(PBPK)模型,然后将其扩展到肥胖和非肥胖儿童。该 PBPK 模型纳入了依诺肝素与抗凝血酶结合形成抗-Xa 的过程,以及通过肝素酶介导的代谢和肾小球滤过消除的过程。扩展后,PBPK 模型能够很好地预测真实世界儿科浓度,肥胖和非肥胖儿童的平均折叠误差(折叠误差的标准偏差)分别为 0.82(0.23)和 0.87(0.26)。PBPK 模型模拟结果表明,与非肥胖儿童相比,肥胖儿童在推荐的、基于总体重的给药方案下,4 小时的抗-Xa 浓度最高可增加 20%,这是由于体重标准化清除率降低所致。基于去脂体重的给药方案使肥胖和非肥胖儿童的依诺肝素暴露量在各年龄组之间更好地匹配。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3b3b/9540135/cf1cef2b963a/CPT-112-391-g003.jpg

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