Liu Tao, Lewis Tamorah, Gauda Estelle, Gobburu Jogarao, Ivaturi Vijay
Center for Translational Medicine, School of Pharmacy, University of Maryland, Baltimore, MD, USA.
Department of Pediatrics, Division of Neonatology, Johns Hopkins Medical Institutions, Baltimore, MD, USA.
J Clin Pharmacol. 2016 Aug;56(8):1009-18. doi: 10.1002/jcph.696. Epub 2016 Feb 22.
Conducting and analyzing clinical trials in vulnerable neonates are extremely challenging. The aim of this analysis is to develop a morphine population pharmacokinetics (PK) model using data collected during a randomized control trial in neonates with abstinence syndrome (NAS). A 3-compartment morphine structural PK model after intravenous (IV) administration from previously published work was utilized as prior, whereas an allometric scaling method with physiological consideration was used to extrapolate a PK profile from adults to pediatrics. The absorption rate constant and bioavailability were estimated in NAS after oral administration of diluted tincture of opium (DTO). Goodness-of-fit plots along with normalized prediction distribution error and bootstrap method were performed for model evaluation. We successfully extrapolated the PK profile from adults to pediatrics after IV administration. The estimated first-order absorption rate constant and bioavailability were 0.751 hour(-1) and 48.5%, respectively. Model evaluations showed that the model can accurately and precisely describe the observed data. The population pharmacokinetic model we derived for morphine after oral administration of DTO is reasonable and acceptable; therefore, it can be used to describe the PK and guide future studies. The integration of the previous population PK knowledge as prior information successfully overcomes the logistic and practical issue in vulnerable neonate population.
在脆弱的新生儿中开展和分析临床试验极具挑战性。本分析的目的是利用在一项针对戒断综合征(NAS)新生儿的随机对照试验中收集的数据,建立吗啡群体药代动力学(PK)模型。以前发表的研究中静脉注射(IV)给药后的三室吗啡结构PK模型被用作先验模型,而采用考虑生理学因素的异速缩放方法将PK曲线从成人外推至儿科。口服稀释鸦片酊(DTO)后,在NAS中估计吸收速率常数和生物利用度。采用拟合优度图、标准化预测分布误差和自举法进行模型评估。静脉给药后,我们成功地将PK曲线从成人外推至儿科。估计的一级吸收速率常数和生物利用度分别为0.751小时-1和48.5%。模型评估表明,该模型能够准确、精确地描述观测数据。我们推导的口服DTO后吗啡群体药代动力学模型合理且可接受;因此,它可用于描述药代动力学并指导未来研究。将先前的群体PK知识作为先验信息进行整合,成功克服了脆弱新生儿群体中的逻辑和实际问题。