Nath Christa E, Shaw Peter J, Montgomery Kay, Earl John W
Department of Biochemistry, The Children's Hospital at Westmead, NSW, Australia.
Br J Clin Pharmacol. 2007 Aug;64(2):151-64. doi: 10.1111/j.1365-2125.2007.02862.x. Epub 2007 Feb 23.
To develop a population pharmacokinetic model for melphalan in children with malignant diseases and to evaluate limited sampling strategies for melphalan.
Melphalan concentration data following a single intravenous dose were collected from 59 children with malignant diseases aged between 0.3 and 18 years. The data were split into two sets: the model development dataset (39 children, 571 concentration observations) and the model validation dataset (20 children, 277 concentration observations). Population pharmacokinetic modelling was performed with the NONMEM software. Stepwise multiple linear regression was used to develop a limited sampling model for melphalan.
A two-compartment model was fitted to the concentration-vs.-time data. The following covariate population pharmacokinetic models were obtained: (i) Clearance (l h(-1)) = 0.34.WT - 3.17.CPT + 0.0377.GFR, where WT = weight (kg), CPT = prior carboplatin therapy (0 = no, 1 = yes), and GFR = glomerular filtration rate (ml min(-1) 1.73 m(-2)); (ii) Volume of distribution (l) = 1.12 + 0.178.WT. Interpatient variability (coefficient of variation) was 27.3% for clearance and 33.8% for volume of distribution. There was insignificant bias and imprecision between observed and model-predicted melphalan concentrations in the validation dataset. A three-sample limited sampling model was developed which adequately predicted the area under the concentration-time curve (AUC) in the development and validation datasets.
A population pharmacokinetic model for melphalan has been developed and validated and may now be used in conjunction with pharmacodynamic data to develop safe and effective dosing guidelines in children with malignant diseases.
建立恶性疾病患儿美法仑的群体药代动力学模型,并评估美法仑的有限采样策略。
收集了59例年龄在0.3至18岁之间的恶性疾病患儿单次静脉给药后的美法仑浓度数据。数据分为两组:模型开发数据集(39例患儿,571个浓度观测值)和模型验证数据集(20例患儿,277个浓度观测值)。使用NONMEM软件进行群体药代动力学建模。采用逐步多元线性回归建立美法仑的有限采样模型。
对浓度-时间数据拟合了二室模型。得到以下协变量群体药代动力学模型:(i)清除率(l h⁻¹)= 0.34×体重 - 3.17×既往卡铂治疗情况 + 0.0377×肾小球滤过率,其中体重以千克为单位,既往卡铂治疗情况(0 = 否,1 = 是),肾小球滤过率以毫升每分钟每1.73平方米为单位;(ii)分布容积(l)= 1.12 + 0.178×体重。患者间清除率的变异性(变异系数)为27.3%,分布容积为33.8%。验证数据集中观察到的和美法仑模型预测浓度之间的偏差和不精密度不显著。建立了一个三样本有限采样模型,该模型能充分预测开发数据集和验证数据集中浓度-时间曲线下面积(AUC)。
已建立并验证了美法仑的群体药代动力学模型,现在可结合药效学数据用于制定恶性疾病患儿安全有效的给药指南。