Establishment of an Integrated Population Pharmacokinetic/Pharmacodynamics Model of Apixaban in Chinese Healthy Population Adjusting for Key Genetic Variants.

IF 2.6 4区 医学 Q2 PHARMACOLOGY & PHARMACY Current pharmaceutical design Pub Date : 2024-10-24 DOI:10.2174/0113816128306062241007053405
Guangyan Mu, Ya-Ou Liu, Qiufen Xie, Zhiyan Liu, Hanxu Zhang, Xianmin Meng, Jinfang Song, Zhe Wang, Shuang Zhou, Zining Wang, Kun Hu, Xia Zhao, Maoxing Liao, Jiachun Bao, Qian Xiang, Yimin Cui
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Abstract

Aims: To improve the understanding of pharmacokinetic/pharmacodynamic (PK/PD) profiles of apixaban, supporting personalised drug prescriptions for future patients.

Background: Genetic as well as nongenetic factors can affect the predictable PK and PD characteristics of apixaban.

Objective: Establish a integrated popPK/PD model that adjusts for critical genetic variant.

Methods: The integrated PK/PD models was characterized on the basis of PK (apixaban blood concentration) and PD (prothrombin time (PT), activated partial thromboplastin time (APTT), and anti-FXa activity) data from 181 healthy Chinese volunteers. Other investigated covariate variables included: Meaningful intrinsic and extraneous determinants, correlated markers (ABCG2, F13A1, C3, etc.). A total of 2877 PK concentration observations were included in the modeling dataset.

Results: The PK model of apixaban is adopted by single compartment model with first-order oral absorption. The estimated values of total clearance rate (CL/F), apparent distribution volume (V/F), and absorption rate constant (KA) in the final model are 3.37 l/h, 28.2 l, and 0.781 l/h, respectively. The PK model includes significance covariates such as FOOD, RBC, WT, and gene (ABCG2). The PD model of apixaban is adopted by a linear direct effect model with additive error, which was used to describe the relationship between markers such as APTT, PT, anti-FXa, versus plasma concentration. PK simulation within the modelled dose range is similar to clinical real date, while PD simulation results also show that the simulated exposure parameters is within the range of the literature.

Conclusion: We established a comprehensive PK/PD model and used it to simulate markers level such as APTT, PT, and anti-FXa of apixaban. Individual predictive values with a dose of 2.5 mg are basically within the expected recommended range.

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在中国健康人群中建立调整关键基因变异的阿哌沙班综合人群药代动力学/药效学模型
目的:加深对阿哌沙班药代动力学/药效学(PK/PD)特征的了解,为未来患者的个性化用药处方提供支持:背景:遗传和非遗传因素会影响阿哌沙班可预测的 PK 和 PD 特性:目标:建立一个可调整关键遗传变异的综合 popPK/PD 模型:方法:根据181名中国健康志愿者的PK(阿哌沙班血药浓度)和PD(凝血酶原时间(PT)、活化部分凝血活酶时间(APTT)和抗FXa活性)数据,建立PK/PD综合模型。其他调查的协变量包括有意义的内在和外在决定因素、相关标记物(ABCG2、F13A1、C3 等)。建模数据集共包括2877个PK浓度观测值:阿哌沙班的 PK 模型采用一阶口服吸收的单室模型。在最终模型中,总清除率(CL/F)、表观分布容积(V/F)和吸收率常数(KA)的估计值分别为3.37升/小时、28.2升和0.781升/小时。PK 模型包括 FOOD、RBC、WT 和基因(ABCG2)等重要协变量。阿哌沙班的 PD 模型采用的是线性直接效应模型,带有加性误差,用于描述 APTT、PT、抗 FXa 等指标与血浆浓度之间的关系。建模剂量范围内的 PK 模拟结果与临床实际情况相似,而 PD 模拟结果也显示模拟的暴露参数在文献报道的范围内:我们建立了一个全面的PK/PD模型,并用它来模拟阿哌沙班的APTT、PT和抗FXa等指标水平。剂量为 2.5 毫克的个体预测值基本在预期推荐范围内。
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来源期刊
CiteScore
6.30
自引率
0.00%
发文量
302
审稿时长
2 months
期刊介绍: Current Pharmaceutical Design publishes timely in-depth reviews and research articles from leading pharmaceutical researchers in the field, covering all aspects of current research in rational drug design. Each issue is devoted to a single major therapeutic area guest edited by an acknowledged authority in the field. Each thematic issue of Current Pharmaceutical Design covers all subject areas of major importance to modern drug design including: medicinal chemistry, pharmacology, drug targets and disease mechanism.
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