Clinical validation of translational antibody PBPK model using tissue distribution data generated with 89Zr-immuno-PET imaging.

IF 2.2 4区 医学 Q3 PHARMACOLOGY & PHARMACY Journal of Pharmacokinetics and Pharmacodynamics Pub Date : 2023-10-01 Epub Date: 2023-06-29 DOI:10.1007/s10928-023-09869-5
Shufang Liu, Zhe Li, Marc Huisman, Dhaval K Shah
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Abstract

The main objective of this manuscript was to validate the ability of the monoclonal antibody physiologically-based pharmacokinetic (PBPK) model to predict tissue concentrations of antibodies in the human. To accomplish this goal, preclinical and clinical tissue distribution and positron emission tomography imaging data generated using zirconium-89 (89Zr) labeled antibodies were obtained from the literature. First, our previously published translational PBPK model for antibodies was expanded to describe the whole-body biodistribution of 89Zr labeled antibody and the free 89Zr, as well as residualization of free 89Zr. Subsequently, the model was optimized using mouse biodistribution data, where it was observed that free 89Zr mainly residualizes in the bone and the extent of antibody distribution in certain tissues (e.g., liver and spleen) may be altered by labeling with 89Zr. The mouse PBPK model was scaled to rat, monkey, and human by simply changing the physiological parameters, and a priori simulations performed by the model were compared with the observed PK data. It was found that model predicted antibody PK in majority of the tissues in all the species superimposed over the observed data, and the model was also able to predict the PK of antibody in human tissues reasonably well. As such, the work presented here provides unprecedented evaluation of the antibody PPBK model for its ability to predict tissue PK of antibodies in the clinic. This model can be used for preclinical-to-clinical translation of antibodies and for prediction of antibody concentrations at the site-of-action in the clinic.

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使用89Zr免疫PET成像生成的组织分布数据对翻译抗体PBPK模型进行临床验证。
本文的主要目的是验证基于单克隆抗体生理学的药代动力学(PBPK)模型预测人体内抗体组织浓度的能力。为了实现这一目标,从文献中获得了使用锆-89(89Zr)标记的抗体生成的临床前和临床组织分布以及正电子发射断层扫描成像数据。首先,我们之前发表的抗体的翻译PBPK模型被扩展,以描述89Zr标记的抗体和游离89Zr的全身生物分布,以及游离89 Zr的残留。随后,使用小鼠生物分布数据对模型进行了优化,其中观察到游离的89Zr主要残留在骨骼中,并且抗体在某些组织(例如肝脏和脾脏)中的分布程度可以通过用89Zr标记来改变。通过简单地改变生理参数,将小鼠PBPK模型缩放到大鼠、猴子和人类,并将该模型进行的先验模拟与观察到的PK数据进行比较。研究发现,该模型预测了所有物种中大多数组织中的抗体PK,并叠加在观察到的数据上,该模型也能够很好地预测抗体在人体组织中的PK。因此,本文提出的工作为抗体PPBK模型在临床上预测抗体的组织PK的能力提供了前所未有的评估。该模型可用于抗体的临床前到临床转化以及用于预测临床中作用位点的抗体浓度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
4.90
自引率
4.00%
发文量
39
审稿时长
6-12 weeks
期刊介绍: Broadly speaking, the Journal of Pharmacokinetics and Pharmacodynamics covers the area of pharmacometrics. The journal is devoted to illustrating the importance of pharmacokinetics, pharmacodynamics, and pharmacometrics in drug development, clinical care, and the understanding of drug action. The journal publishes on a variety of topics related to pharmacometrics, including, but not limited to, clinical, experimental, and theoretical papers examining the kinetics of drug disposition and effects of drug action in humans, animals, in vitro, or in silico; modeling and simulation methodology, including optimal design; precision medicine; systems pharmacology; and mathematical pharmacology (including computational biology, bioengineering, and biophysics related to pharmacology, pharmacokinetics, orpharmacodynamics). Clinical papers that include population pharmacokinetic-pharmacodynamic relationships are welcome. The journal actively invites and promotes up-and-coming areas of pharmacometric research, such as real-world evidence, quality of life analyses, and artificial intelligence. The Journal of Pharmacokinetics and Pharmacodynamics is an official journal of the International Society of Pharmacometrics.
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