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基于模型的单克隆抗体药代动力学荟萃分析,以指导最佳的首次人体研究设计。

A model-based meta-analysis of monoclonal antibody pharmacokinetics to guide optimal first-in-human study design.

作者信息

Davda Jasmine P, Dodds Michael G, Gibbs Megan A, Wisdom Wendy, Gibbs John

机构信息

1Amgen Inc. Pharmacokinetics and Drug Metabolism; Seattle, WA, South San Francisco, CA, and Thousand Oaks, CA USA.

出版信息

MAbs. 2014 Jul-Aug;6(4):1094-102. doi: 10.4161/mabs.29095. Epub 2014 May 16.

Abstract

The objectives of this retrospective analysis were (1) to characterize the population pharmacokinetics (popPK) of four different monoclonal antibodies (mAbs) in a combined analysis of individual data collected during first-in-human (FIH) studies and (2) to provide a scientific rationale for prospective design of FIH studies with mAbs. The data set was composed of 171 subjects contributing a total of 2716 mAb serum concentrations, following intravenous (IV) and subcutaneous (SC) doses. mAb PK was described by an open 2-compartment model with first-order elimination from the central compartment and a depot compartment with first-order absorption. Parameter values obtained from the popPK model were further used to generate optimal sampling times for a single dose study. A robust fit to the combined data from four mAbs was obtained using the 2-compartment model. Population parameter estimates for systemic clearance and central volume of distribution were 0.20 L/day and 3.6 L with intersubject variability of 31% and 34%, respectively. The random residual error was 14%. Differences (> 2-fold) in PK parameters were not apparent across mAbs. Rich designs (22 samples/subject), minimal designs for popPK (5 samples/subject), and optimal designs for non-compartmental analysis (NCA) and popPK (10 samples/subject) were examined by stochastic simulation and estimation. Single-dose PK studies for linear mAbs executed using the optimal designs are expected to yield high-quality model estimates, and accurate capture of NCA estimations. This model-based meta-analysis has determined typical popPK values for four mAbs with linear elimination and enabled prospective optimization of FIH study designs, potentially improving the efficiency of FIH studies for this class of therapeutics.

摘要

本回顾性分析的目的是

(1)在首次人体(FIH)研究期间收集的个体数据的合并分析中,描述四种不同单克隆抗体(mAb)的群体药代动力学(popPK);(2)为mAb的FIH研究的前瞻性设计提供科学依据。数据集由171名受试者组成,在静脉注射(IV)和皮下注射(SC)给药后,共提供了2716个mAb血清浓度。mAb的药代动力学由一个开放的二室模型描述,从中央室进行一级消除,从储存室进行一级吸收。从popPK模型获得的参数值进一步用于生成单剂量研究的最佳采样时间。使用二室模型对来自四种mAb的合并数据进行了稳健拟合。全身清除率和中央分布容积的群体参数估计值分别为0.20 L/天和3.6 L,个体间变异性分别为31%和34%。随机残差误差为14%。不同mAb之间的药代动力学参数差异(>2倍)不明显。通过随机模拟和估计,研究了丰富设计(22个样本/受试者)、popPK的最小设计(5个样本/受试者)以及非房室分析(NCA)和popPK的最佳设计(10个样本/受试者)。预计使用最佳设计进行的线性mAb单剂量药代动力学研究将产生高质量的模型估计值,并准确捕获NCA估计值。这种基于模型的荟萃分析确定了四种具有线性消除的mAb的典型popPK值,并实现了FIH研究设计的前瞻性优化,有可能提高这类治疗药物的FIH研究效率。

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