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一种基于模型的方法,使用抗白细胞介素-33受体单克隆抗体GSK3772847作为示例,根据静脉给药后的药代动力学(PK)和总靶点测量值来预测皮下给药的PK和游离靶点动态。

A model-based approach using GSK3772847, an anti-interleukin-33 receptor monoclonal antibody, as a showcase to predict SC administration PK and free target dynamics based on PK and total target measurements after IV administration.

作者信息

Berkhout Jan, Fairman Dave, van Noort Martijn, van Steeg Tamara J

机构信息

Leiden Experts on Advanced Pharmacokinetics and Pharmacodynamics (LAP&P), Leiden, The Netherlands.

Clinical Pharmacology Modelling and Simulation, GSK, Stevenage, Hertfordshire, UK.

出版信息

CPT Pharmacometrics Syst Pharmacol. 2025 Jan;14(1):17-27. doi: 10.1002/psp4.13234. Epub 2024 Sep 11.

Abstract

Integrated modeling of the pharmacokinetic (PK) and target binding, by means of a TMDD model, can provide valuable insights into the expected pharmacodynamic (PD) effects of monoclonal antibodies (mAbs). Optimal characterization of the human PK and target binding for mAbs requires data obtained after intravenous (IV) administration which can be combined with subcutaneous (SC) data to further this characterization. Integration of free and/or total target measurements in a population TMDD model will allow quantification of target engagement which is the first step in the cascade leading to efficacy. However, the assays for determination of free target concentrations are analytically challenging and are inherently biased to overpredict the true concentrations in the presence of mAb:target complexes. For that reason, the objective of the current research was to evaluate the predictive value of free target concentrations in a TMDD model developed using PK and total target observations only. Further, a secondary objective was to demonstrate that prediction of SC data is feasible, based on an existing IV model and typical values of mAb parameters reported for SC absorption. GSK3772847, a human immunoglobulin G2 sigma isotype (IgG2f) mAb that binds to the extracellular domain of the interleukin-33 receptor (IL-33R or ST2) and neutralizes IL-33-mediated ST2 signaling, was used as a model compound for mAbs in this study.

摘要

通过治疗性单克隆抗体药物处置动力学(TMDD)模型对药代动力学(PK)和靶点结合进行整合建模,可为单克隆抗体(mAb)的预期药效学(PD)效应提供有价值的见解。对mAb的人体PK和靶点结合进行最佳表征需要静脉注射(IV)给药后获得的数据,这些数据可与皮下(SC)数据相结合以进一步进行表征。在群体TMDD模型中整合游离和/或总靶点测量值将能够对靶点参与度进行量化,这是导致疗效的级联反应的第一步。然而,用于测定游离靶点浓度的分析方法具有挑战性,并且在存在mAb:靶点复合物的情况下固有地倾向于过度预测真实浓度。因此,本研究的目的是评估仅使用PK和总靶点观察结果建立的TMDD模型中游离靶点浓度的预测价值。此外,第二个目的是基于现有的IV模型和报道的SC吸收的mAb参数典型值,证明预测SC数据是可行的。在本研究中,GSK3772847,一种结合白细胞介素-33受体(IL-33R或ST2)细胞外结构域并中和IL-33介导的ST2信号传导的人免疫球蛋白G2σ亚型(IgG2f)mAb,被用作mAb的模型化合物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4893/11706423/50003fc5f3fd/PSP4-14-17-g002.jpg

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