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评估克罗恩病患者培塞利珠单抗的药代动力学变异性。

Accounting for Pharmacokinetic Variability of Certolizumab Pegol in Patients with Crohn's Disease.

机构信息

Division of Gastroenterology, School of Medicine, IBD Center, University of California San Diego, 9500 Gilman Drive #0956, La Jolla, CA, 92093, USA.

Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Louvain, Belgium.

出版信息

Clin Pharmacokinet. 2017 Dec;56(12):1513-1523. doi: 10.1007/s40262-017-0535-3.

Abstract

BACKGROUND

Certolizumab pegol is an effective biologic for patients with Crohn's disease (CD). Individual differences in certolizumab pegol apparent clearance (CL/F) affect exposure and possibly efficacy. A previously developed population pharmacokinetic (PK) model did not account for dynamic changes in clinical parameters during therapy.

OBJECTIVE

The aim of this study was to refine the existing PK model to capture the time-varying influence of covariates.

METHODS

Data collected from 2157 Crohn's disease patients in nine studies were analyzed using nonlinear mixed-effects modeling software (NONMEM). Certolizumab pegol concentration-time data were described by a one-compartment PK model with first-order absorption, and one-compartment disposition with linear, time-dependent elimination using antidrug antibody (ADAb) concentration as a continuous variable.

RESULTS

The final dataset consisted of 12,926 analyzable records. Parameter estimates were absorption rate constant 1.83/day, CL/F 0.527 L/day, and apparent volume of distribution (V/F) 8.33 L. ADAb concentration (2.5-214 units/mL) increased the median CL/F by 142-174%. For a typical patient, body weight (46.8-100.5 kg) increased the median CL/F and V/F from 82 to 120%. Albumin (32-48 g/L) decreased and C-reactive protein (0.5-54.0 mg/L) increased the median CL/F from 123 to 85% and from 83 to 113%, respectively. Between-patient variability of CL/F was 19.6%.

CONCLUSIONS

By incorporating time-varying covariates, this population PK model reduces between-patient variability on CL/F estimates, and the relative influence of ADAb can now be assessed. As Crohn's disease patient covariates are often time-dependent, this model is more reflective of patient drug exposure with sustained treatment.

摘要

背景

培塞利珠单抗是一种有效的生物制剂,可用于治疗克罗恩病(CD)患者。培塞利珠单抗表观清除率(CL/F)的个体差异会影响药物暴露量,并可能影响疗效。先前开发的群体药代动力学(PK)模型并未考虑治疗过程中临床参数的动态变化。

目的

本研究旨在改进现有的 PK 模型,以捕获协变量的时变影响。

方法

使用非线性混合效应建模软件(NONMEM)分析来自 9 项研究的 2157 例克罗恩病患者的数据。培塞利珠单抗浓度-时间数据采用具有一级吸收的单室 PK 模型进行描述,采用以抗药物抗体(ADAb)浓度为连续变量的单室处置,具有线性、时间依赖性消除。

结果

最终数据集包含 12926 份可分析记录。参数估计值为吸收速率常数 1.83/天、CL/F 0.527 L/天和表观分布容积(V/F)8.33 L。ADAb 浓度(2.5-214 单位/mL)使中位数 CL/F 增加 142-174%。对于典型患者,体重(46.8-100.5 kg)使中位数 CL/F 和 V/F 从 82 增加到 120%。白蛋白(32-48 g/L)降低,C 反应蛋白(0.5-54.0 mg/L)使中位数 CL/F 从 123%增加到 85%,从 83%增加到 113%。CL/F 的个体间变异性为 19.6%。

结论

通过纳入时变协变量,该群体 PK 模型降低了 CL/F 估计值的个体间变异性,并且现在可以评估抗药物抗体的相对影响。由于克罗恩病患者的协变量通常是时间依赖性的,因此该模型更能反映持续治疗时患者的药物暴露情况。

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