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使用群体药代动力学-药效学建模与模拟方法对晚期癌症患者接受帕博西尼治疗后的中性粒细胞减少症进行特征分析。

Characterization of Neutropenia in Advanced Cancer Patients Following Palbociclib Treatment Using a Population Pharmacokinetic-Pharmacodynamic Modeling and Simulation Approach.

作者信息

Sun Wan, O'Dwyer Peter J, Finn Richard S, Ruiz-Garcia Ana, Shapiro Geoffrey I, Schwartz Gary K, DeMichele Angela, Wang Diane

机构信息

Global Product Development, Pfizer Inc, San Diego, CA, USA.

Abramson Cancer Center, Perelman Center for Advanced Medicine, University of Pennsylvania, Philadelphia, PA, USA.

出版信息

J Clin Pharmacol. 2017 Sep;57(9):1159-1173. doi: 10.1002/jcph.902. Epub 2017 Apr 18.

Abstract

Neutropenia is the most commonly reported hematologic toxicity following treatment with palbociclib, a cyclin-dependent kinase 4/6 inhibitor approved for metastatic breast cancer. Using data from 185 advanced cancer patients receiving palbociclib in 3 clinical trials, a pharmacokinetic-pharmacodynamic model was developed to describe the time course of absolute neutrophil count (ANC) and quantify the exposure-response relationship for neutropenia. These analyses help in understanding neutropenia associated with palbociclib and its comparison with chemotherapy-induced neutropenia. In the model, palbociclib plasma concentration was related to its antiproliferative effect on precursor cells through drug-related parameters (ie, maximum estimated drug effect and concentration corresponding to 50% of the maximum effect), and neutrophil physiology was mimicked through system-related parameters (ie, mean transit time, baseline ANC, and feedback parameter). Sex and baseline albumin level were significant covariates for baseline ANC. It was demonstrated by different model evaluation approaches (eg, prediction-corrected visual predictive check and standardized visual predictive check) that the final model adequately described longitudinal ANC with good predictive capability. The established model suggested that higher palbociclib exposure was associated with lower longitudinal neutrophil counts. The ANC nadir was reached approximately 21 days after palbociclib treatment initiation. Consistent with their mechanisms of action, neutropenia associated with palbociclib (cytostatic) was rapidly reversible and noncumulative, with a notably weaker antiproliferative effect on precursor cells relative to chemotherapies (cytotoxic). This pharmacokinetic-pharmacodynamic model aids in predicting neutropenia and optimizing dosing for future palbociclib trials with different dosing regimen combinations.

摘要

中性粒细胞减少是细胞周期蛋白依赖性激酶4/6抑制剂哌柏西利治疗转移性乳腺癌后最常报告的血液学毒性。利用来自3项临床试验中接受哌柏西利治疗的185例晚期癌症患者的数据,建立了一个药代动力学-药效学模型,以描述绝对中性粒细胞计数(ANC)的时间进程,并量化中性粒细胞减少的暴露-反应关系。这些分析有助于理解与哌柏西利相关的中性粒细胞减少及其与化疗诱导的中性粒细胞减少的比较。在该模型中,哌柏西利血浆浓度通过与药物相关的参数(即最大估计药物效应和对应于最大效应50%的浓度)与其对前体细胞的抗增殖作用相关,并且通过与系统相关的参数(即平均转运时间、基线ANC和反馈参数)模拟中性粒细胞生理学。性别和基线白蛋白水平是基线ANC的显著协变量。通过不同的模型评估方法(如预测校正视觉预测检查和标准化视觉预测检查)证明,最终模型能够充分描述纵向ANC,具有良好的预测能力。建立的模型表明,较高的哌柏西利暴露与较低的纵向中性粒细胞计数相关。ANC最低点在哌柏西利治疗开始后约21天达到。与它们的作用机制一致,与哌柏西利相关的中性粒细胞减少(细胞周期抑制剂)是快速可逆且非累积的,相对于化疗(细胞毒性药物),其对前体细胞的抗增殖作用明显较弱。这种药代动力学-药效学模型有助于预测中性粒细胞减少,并为未来不同给药方案组合的哌柏西利试验优化给药剂量。

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