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Investigations of pharmacokinetic challenges in premature infants.

机译:调查早产儿的药代动力学挑战。

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摘要

Premature infants (gestational age less than 37 weeks) are considered a vulnerable patient population due to their immaturity at birth. Currently, off-label prescribing is common in younger pediatric populations, especially in premature neonates and infants, which is a primary group receiving intensive care. Unique pharmacokinetic (PK) challenges---such as limited blood volume and frequency of blood sample collections, rapid growth and continuous developmental changes, complexity of pediatric studies as well as scientific, practical, and ethical concerns---lead to the current lack of PK information and empirical dosing in premature neonates and infants. In this research, several approaches were investigated to overcome these PK challenges.;Due to the limitation in sample volume, an assay that can simultaneously determine multiple drugs allows for gaining maximal information from PK studies while minimizing the burden of blood collection in pediatric patients. Acetaminophen, caffeine, phenytoin, ranitidine, and theophylline are widely used in the pharmacotherapy of premature and term neonates, but only limited information is currently available on the PK of these medications in premature neonates. An accurate, sensitive and reliable LC-MS/MS assay was developed and validated using 50 microL human plasma specimens to simultaneously quantitate these five drugs with the mean accuracy ranging from 87.5 to 115.0%. The intra-day and inter-day precisions ranges from 2.8% to 11.8%, 4.5% to 13.5% respectively. This assay quantifies a range of 12.2 to 25,000 ng/mL for acetaminophen, phenytoin, and ranitidine, a range of 24.4 to 25,000 ng/mL for theophylline, and a range of 48.8 to 25,000 ng/mL for caffeine. These ranges cover each drug's therapeutically used concentrations in the neonatal group.;We then evaluated the impact of sample size on the robustness of PopPK parameter estimates in observational studies in premature neonates using a simulation approach with theophylline as the model drug. Simulated datasets for each sample size (9-200 subjects per study) with a mixed and unbalanced sampling design were first generated with the incorporation of changes in birth weight, body weight, and postnatal age (PNA) in premature neonates. The median PopPK parameters for theophylline estimated from the simulated datasets were generally in close agreement with those of the originating model across all tested sample sizes. While the accuracy, precision and power to parameter estimation benefit from increases in the number of subjects included in the study, an observational study designs with 20 premature neonates and unbalanced sampling are inadequate to allow for the precise estimation of theophylline PopPK parameters. Furthermore, the results indicate that the impact of sample size on the power of the study was deeply influenced by the parameter of interest and the selected precision level. The application of PopPK modeling and simulation provides a useful approach to estimate the number of subjects needed to confidently detect the potential covariate effects on PK parameters under a specific sampling strategy---randomized and unbalanced blood sampling schedules, which is consistent with actual pediatric clinical settings.;Apnea of prematurity (AOP) is one of the major concerns in premature neonates. Caffeine is currently the first-line pharmacotherapy frequently used for the treatment of AOP. A PopPK model of caffeine was developed in premature neonates, and potential sources of variability of PK behavior for caffeine were also identified. A one-compartment model was chosen to describe the PK characteristics of caffeine in premature infants, covering a gestational range of 23 to 31 weeks with an age of up to 116 days. Body weight (WT), postconceptional age (PCA) and a low gestational age (GA) of 25 weeks were found to be important predictors explaining the between-subject variability of caffeine PK in premature infants receiving caffeine treatment. The typical patient in the studied premature neonate population, i.e., a patient with WT of 1.5 kg, PCA of 32 weeks and with a GA > 25 weeks, is estimated to have a CL of 0.0164 L/hr and a V of 0.94 L. We also investigated the application of this PK knowledge to facilitate the development of optimal dosing regimens further through simulation, particularly to correlate steady state concentrations with response at the different dosing regimens for various age/body size groups using trial simulation. A dosing interval of 24 hours is shown to be successful with respect to the proposed target concentrations in all simulated groups. With the proposed dosing regimens, the predetermined target was attained and the simulated median trough plasma concentrations were between 8 and 20 mg/L throughout the treatment period. The dose-finding simulations based on the developed PopPK model may provide more benefit while allowing the clinicians to compare various dosing regimens and bridge the plasma caffeine levels with responses at different PCAs and different WTs. (Abstract shortened by UMI.)
机译:由于出生时的不成熟,早产儿(胎龄小于37周)被视为弱势患者人群。目前,标签外处方在年轻的儿童人群中很常见,尤其是在早产儿和婴儿中,这是接受重症监护的主要人群。独特的药代动力学(PK)挑战-例如有限的血容量和血液样本采集频率,快速增长和持续的发展变化,儿科研究的复杂性以及科学,实践和伦理问题-导致当前缺乏早产儿和婴儿的PK信息和经验剂量。在这项研究中,研究了几种方法来克服这些PK挑战。由于样品量的限制,可以同时确定多种药物的测定方法可以从PK研究中获得最大的信息,同时最小化儿科患者的采血负担。对乙酰氨基酚,咖啡因,苯妥英钠,雷尼替丁和茶碱被广泛用于早产和足月新生儿的药物治疗,但是目前对于这些药物在早产儿的PK方面仅有有限的信息。开发了一种准确,灵敏和可靠的LC-MS / MS分析方法,并使用50个微升人体血浆样品进行了验证,以同时对这5种药物进行定量,平均准确度为87.5至115.0%。日内和日间精度分别为2.8%至11.8%,4.5%至13.5%。该测定法对乙酰氨基酚,苯妥英钠和雷尼替丁的定量范围为12.2至25,000 ng / mL,对茶碱的定量范围为24.4至25,000 ng / mL,咖啡因为48.8至25,000 ng / mL。这些范围涵盖了新生儿组中每种药​​物在治疗上的使用浓度。然后,我们使用茶碱作为模型药物,通过模拟方法评估了样本量对早产儿观察研究中PopPK参数估计值的稳健性的影响。结合早产儿出生体重,体重和出生后年龄(PNA)的变化,首先生成具有混合和不平衡抽样设计的每个样本大小(每个研究9-200名受试者)的模拟数据集。从模拟数据集中估算的茶碱的PopPK中位数参数与所有测试样本量中的原始模型参数大致吻合。尽管参数估计的准确性,精确度和功效得益于研究中所包含对象的增加,但观察性研究设计的不足20名早产新生儿和不平衡采样不足以精确估算茶碱PopPK参数。此外,结果表明,样本大小对研究功效的影响受到感兴趣的参数和所选精度水平的深远影响。 PopPK建模和仿真的应用提供了一种有用的方法,可用来估计在特定的抽样策略下-随机和不平衡的采血时间表,自信地检测到对PK参数的潜在协变量影响所需的受试者数量。早产呼吸暂停(AOP)是早产新生儿的主要问题之一。咖啡因目前是经常用于治疗AOP的一线药物疗法。在早产儿中建立了咖啡因的PopPK模型,并确定了咖啡因PK行为变异的潜在来源。选择一个单室模型来描述咖啡因在早产儿中的PK特征,其妊娠范围为23至31周,最大年龄为116天。体重(WT),受孕后年龄(PCA)和小于25周的低胎龄(GA)被发现是解释接受咖啡因治疗的早产儿咖啡因PK受试者间差异的重要预测因素。在研究的早产儿中,典型的患者,即WT为1.5 kg,PCA为32周且GA> 25周的患者,其CL值为0.0164 L / hr,V值为0.94L。我们还研究了此PK知识的应用,以通过模拟进一步促进最佳剂量方案的发展,特别是通过试验模拟,将稳态浓度与不同年龄/体重组在不同剂量方案下的反应相关联。对于所有模拟组中建议的目标浓度,显示24小时的给药间隔是成功的。使用建议的给药方案,达到了预定的目标,并且在整个治疗期间,模拟的谷值血浆中值浓度在8至20 mg / L之间。基于已开发的PopPK模型的剂量查找模拟可能会提供更多好处,同时使临床医生能够比较各种给药方案,并将血浆咖啡因水平与不同PCA和不同WT的反应联系起来。 (摘要由UMI缩短。)

著录项

  • 作者

    Zhang, Yi.;

  • 作者单位

    The University of Tennessee Health Science Center.;

  • 授予单位 The University of Tennessee Health Science Center.;
  • 学科 Health Sciences Pharmacology.;Health Sciences Pharmacy.
  • 学位 Ph.D.
  • 年度 2012
  • 页码 140 p.
  • 总页数 140
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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