Salem Ahmed M, Niu Tao, Li Chao, Moffett Brady S, Ivaturi Vijay, Gopalakrishnan Mathangi
Center for Translational Medicine, Department of Pharmacy Practice, University of Maryland School of Pharmacy, Baltimore, Maryland, USA.
Modeling & Simulations, Vertex Pharmaceuticals, Boston, Massachusetts, USA.
J Clin Pharmacol. 2022 Jun;62(6):733-746. doi: 10.1002/jcph.2007. Epub 2022 Jan 12.
Optimal pediatric dosing of unfractionated heparin (UFH) is challenging because of the paucity of clinical outcome and pharmacokinetic-pharmacodynamic (PK/PD) studies in pediatrics. This study aimed to: (i) develop a PK/PD model for UFH, quantified by anti-factor Xa assay, and the UFH effect, measured by activated partial thromboplastin time (aPTT); and (ii) use simulations to evaluate pediatric UFH infusions for achieving the anti-factor Xa (0.3-0.7 IU/mL) therapeutic target. Electronic health record data were retrospectively collected from 633 patients aged <19 years admitted to Texas Children's Hospital. The PK/PD model was developed using a 70% (training)/30% (testing) split-sample approach. A 1-compartment PK model with linear elimination adequately described the UFH PK. An allometrically scaled body weight on clearance (CL) and volume of distribution (Vd) with an age-dependent maturation function of extracellular water on Vd were the covariates identified. Comparable with literature, the typical values for CL and Vd were 3.28 L/(h·50 kg) and 8.83 L/50 kg, respectively. A linear model adequately described the UFH-aPTT relationship with an estimated slope of 150 seconds/(IU/mL). Simulations of the currently recommended starting infusions (28 IU/h/kg for pediatrics <1 year old or 20 IU/h/kg for pediatrics >1 year old) showed that the anti-factor Xa therapeutic target was achieved only in 15.3%, 14.6%, 36.9%, and 45.11% of subjects in the age groups of <1 year, 1-6 years, 6-12 years, and 12-19 years, respectively. In conclusion, the UFH anti-factor Xa target is not achieved initially, especially in young pediatrics, suggesting the need to optimize UFH dosing to achieve higher therapeutic success.
由于儿科临床结局及药代动力学-药效学(PK/PD)研究匮乏,普通肝素(UFH)的最佳儿科给药颇具挑战性。本研究旨在:(i)建立以抗Xa因子测定法量化的UFH及以活化部分凝血活酶时间(aPTT)测量的UFH效应的PK/PD模型;(ii)通过模拟评估儿科UFH输注以实现抗Xa因子(0.3 - 0.7 IU/mL)治疗目标的情况。从德克萨斯儿童医院收治的633名19岁以下患者中回顾性收集电子健康记录数据。PK/PD模型采用70%(训练)/30%(测试)的拆分样本方法建立。具有线性消除的单室PK模型充分描述了UFH的药代动力学。确定的协变量为清除率(CL)上按体表面积缩放的体重以及分布容积(Vd)上具有年龄依赖性细胞外水成熟函数的Vd。与文献相比,CL和Vd的典型值分别为3.28 L/(h·50 kg)和8.83 L/50 kg。线性模型充分描述了UFH - aPTT关系,估计斜率为150秒/(IU/mL)。对当前推荐的起始输注量(1岁以下儿科患者为28 IU/h/kg,1岁以上儿科患者为20 IU/h/kg)进行模拟显示,抗Xa因子治疗目标仅在1岁以下、1 - 6岁、6 - 12岁和12 - 19岁年龄组的15.3%、14.6%、36.9%和45.11%的受试者中实现。总之,最初并未达到UFH抗Xa因子目标,尤其是在年幼儿科患者中,这表明需要优化UFH给药以获得更高的治疗成功率。