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种族特异性肝微粒体标化因子、肝重和细胞色素 P450(CYP)1A2 含量对青年和老年中国成年人 CYP1A2 介导的药代动力学的生理相关预测的影响。

Impact of Ethnicity-Specific Hepatic Microsomal Scaling Factor, Liver Weight, and Cytochrome P450 (CYP) 1A2 Content on Physiologically Based Prediction of CYP1A2-Mediated Pharmacokinetics in Young and Elderly Chinese Adults.

机构信息

Clinical Medical College, Yangzhou University, #98 West Nantong Rd., Yangzhou, Jiangsu, China.

Department of Pharmaceutics, College of Pharmacy, University of Florida, 1345 Center Drive, P3-27, Gainesville, FL, 32610-0494, USA.

出版信息

Clin Pharmacokinet. 2019 Jul;58(7):927-941. doi: 10.1007/s40262-019-00737-5.

Abstract

BACKGROUND

The vast majority of physiological and biological data required for physiologically based predictions are primarily available in Caucasians rather than other ethnic populations, which leads to a lack of confidence in the application of physiologically based pharmacokinetic (PBPK) modeling for ethnicity-specific prediction of pharmacokinetics in the Chinese population.

OBJECTIVES

In this study we recalibrate the system parameters of Chinese-specific PBPK modeling and explore for the first time the relative importance of ethnicity-specific microsomal protein per gram of liver (MPPGL), liver weight, and cytochrome P450 (CYP) 1A2 abundance to the projection of drug disposition mediated by CYP1A2 in young and elderly Chinese adults.

METHODS

Chinese MPPGL levels and associated variability were parameterized and incorporated for the first time into ethnicity-specific PBPK models for the Chinese adults. Parameterization of Chinese liver weights was also recalibrated on the basis of autopsy data from Chinese individuals (n = 4081) across the entire adult age range. Uncertainty surrounding the Chinese-specific CYP1A2 content has also been explored and clarified by conducting ethnicity-related PBPK simulations under different scenarios. Various ethnicity-related or 'what-if' scenarios for PBPK modeling were implemented to assess the predictive performance and explore the relative importance of ethnicity-specific MPPGL and liver weight to the projection of drug disposition mediated by CYP1A2 in terms of two typical CYP1A2 substrates, caffeine and theophylline, in young and elderly Chinese adults by comparing the predicted concentration-time data and associated pharmacokinetic parameter estimates with observations.

RESULTS

Compared with 0.85, the liver scalar of 0.9 generally produced more accurate liver weight levels in virtual Chinese peers. Additionally, simulated MPPGL levels on the basis of Caucasian data were not able to reflect the age-independent pattern observed in Chinese adults, dissimilar to that on the basis of Chinese-specific adult MPPGL data. The modeling Scenarios A and B provided similar predictions for theophylline pharmacokinetics in young Chinese adults across different age groups, while Scenario B provided the most accurate prediction for theophylline pharmacokinetics in elderly Chinese adults. However, the use of a stratified value of CYP1A2 content derived from a Han Chinese cohort with a small sample size instead of the pooled value of all Chinese cohorts involved regardless of Chinese sub-ethnicity resulted in inadequate prediction of CYP1A2-mediated pharmacokinetics in terms of caffeine and theophylline in either young or elderly Chinese subjects. Additionally, the impact of ethnic-specific MPPGL on predictive accuracy of theophylline pharmacokinetics in elderly Chinese subjects is more evident than that of liver weight.

CONCLUSION

We provided quantitative information pertaining to Chinese-specific levels of liver weight and MPPGL, and recalibrated these system parameters for PBPK modeling for young and elderly Chinese subjects. Uncertainty surrounding the Chinese-specific CYP1A2 content has also been clarified. PBPK modeling based on the recalibrated system parameters can accurately simulate CYP1A2-mediated pharmacokinetics in both young and elderly Chinese adults, particularly in elderly individuals.

摘要

背景

大多数生理和生物学数据都需要进行基于生理的预测,而这些数据主要来自白种人,而不是其他种族人群,这导致人们对基于生理的药代动力学(PBPK)模型在中国人种中进行药代动力学的特定种族预测的应用缺乏信心。

目的

在本研究中,我们重新校准了中国人种特异性 PBPK 模型的系统参数,并首次探索了特定种族的肝微粒体蛋白每克肝脏(MPPGL)、肝重和细胞色素 P450(CYP)1A2 丰度对 CYP1A2 介导的药物处置的预测的相对重要性。

方法

首次将中国人种特异性 MPPGL 水平及其变异性参数化并纳入中国人种特异性 PBPK 模型中。还根据整个成年年龄范围的中国人个体(n=4081)的尸检数据重新校准了中国人种的肝重参数化。还通过在不同情况下进行与种族相关的 PBPK 模拟,探讨并澄清了与中国人种特异性 CYP1A2 含量相关的不确定性。通过实施各种与种族相关或“假设”的 PBPK 建模场景,评估了预测性能,并探讨了特定种族 MPPGL 和肝重对 CYP1A2 介导的药物处置的预测的相对重要性,方法是比较两种典型的 CYP1A2 底物(咖啡因和茶碱)在年轻和老年中国人中的预测浓度-时间数据和相关药代动力学参数估计值与观察结果。

结果

与 0.85 相比,0.9 通常更能准确地反映虚拟中国人种肝脏的重量水平。此外,基于白种人数据模拟的 MPPGL 水平无法反映中国人成年人中观察到的与年龄无关的模式,与基于中国人特异性成人 MPPGL 数据的情况不同。模型场景 A 和 B 为不同年龄组的年轻中国人提供了茶碱药代动力学的相似预测,而场景 B 为老年中国人提供了茶碱药代动力学的最准确预测。然而,使用源自汉族小样本量队列的分层 CYP1A2 含量值而不是基于无论中国亚种族如何都包含的所有中国队列的汇总值,导致无法准确预测年轻或老年中国人的 CYP1A2 介导的药代动力学。此外,特定种族 MPPGL 对老年中国受试者茶碱药代动力学预测准确性的影响比肝重更明显。

结论

我们提供了与中国人种特异性肝重和 MPPGL 相关的定量信息,并为年轻和老年中国人的 PBPK 模型重新校准了这些系统参数。还澄清了与中国人种特异性 CYP1A2 含量相关的不确定性。基于重新校准的系统参数的 PBPK 建模可以准确模拟年轻和老年中国人的 CYP1A2 介导的药代动力学,特别是在老年人群中。

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