Development and application of a population pharmacokinetic model repository for caffeine dose tailoring in preterm infants.

Hao-Ran Dai, Hong-Li Guo, Ya-Hui Hu, Yun Liu, Ke-Yu Lu, Yuan-Yuan Zhang, Jie Wang, Xuan-Sheng Ding, Zheng Jiao, Rui Cheng, Feng Chen
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Abstract

Background: Considerable interindividual variability for the pharmacokinetics of caffeine in preterm infants has been demonstrated, emphasizing the importance of personalized dosing. This study aimed to develop and apply a repository of currently published population pharmacokinetic (PopPK) models of caffeine in preterm infants to facilitate model-informed precision dosing (MIPD).

Research design and methods: Literature search was conducted using PubMed, Embase, Scopus, and Web of Science databases. Relevant publications were screened, and their quality was assessed. PopPK models were reestablished to develop the model repository. Covariate effects were evaluated and the concentration-time profiles were simulated. An online simulation and calculation tool was developed as an instance.

Results: Twelve PopPK models were finally included in the repository. Preterm infants' age and body size, especially the postnatal age and current weight, were identified as the most clinically critical covariates. Simulated blood concentration-time profiles across these models were comparable. Caffeine citrate-dose regimen should be adjusted according to the age and body size of preterm infants. The developed online tool can be used to facilitate clinical decision-making.

Conclusions: The first developed repository of PopPK models for caffeine in preterm infants has a wide range of potential applications in the MIPD of caffeine.

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为早产儿咖啡因剂量调整开发和应用群体药代动力学模型库。
背景:早产儿体内咖啡因的药代动力学存在很大的个体差异,这强调了个性化用药的重要性。本研究旨在开发和应用目前已发表的早产儿咖啡因群体药代动力学(PopPK)模型库,以促进以模型为依据的精准给药(MIPD):使用 PubMed、Embase、Scopus 和 Web of Science 数据库进行文献检索。筛选了相关出版物,并对其质量进行了评估。重新建立 PopPK 模型以开发模型库。对相关因素的影响进行了评估,并模拟了浓度-时间曲线。作为一个实例,开发了一个在线模拟和计算工具:结果:12 个 PopPK 模型最终被纳入模型库。早产儿的年龄和体型,尤其是产后年龄和当前体重,被确定为临床上最关键的协变量。这些模型的模拟血药浓度-时间曲线具有可比性。应根据早产儿的年龄和体型调整枸橼酸咖啡因的剂量方案。开发的在线工具可用于促进临床决策:首次开发的早产儿咖啡因PopPK模型库在咖啡因的MIPD方面具有广泛的应用潜力。
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