使用基于群体生理的药代动力学模型表征单克隆抗体临床药代动力学中的抗体间变异性

IF 3 Q3 IMMUNOLOGY Antibodies Pub Date : 2024-07-09 DOI:10.3390/antib13030054
Mokshada Kumar, Sravani Lanke, Alka Yadav, Mfonabasi Ette, Donald E. Mager, Dhaval K. Shah
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引用次数: 0

摘要

这项研究的目的是开发一种基于群体生理的药代动力学(popPBPK)模型,以描述单克隆抗体(mAbs)静脉注射(IV)和皮下注射(SC)后的临床 PK 变异性。研究人员进行了广泛的文献检索,并收集了美国食品药物管理局(FDA)已批准和未批准的 mAbs 的临床 PK 数据。在模型开发过程中使用了 44 种 mAbs 的训练数据集和 9 种表现出线性药代动力学的验证数据集。通过考虑不同 mAbs 不同的蛲虫吞噬速率常数(CLup)和细胞内降解速率常数(kdeg)来捕捉抗体 PK 的变异性。CLup和kdeg的典型值及其各自的抗体间变异性(ωClup、ωKdeg)估计为0.32 L/h/L和26.1 h-1(73%和46%)。通过纳入 mAbs 局部降解(kSC)和淋巴摄取率(S_Lu)的抗体间变异性,描述了经皮腔给药后的不同吸收曲线。研究发现,典型的 kSC 和 S_Lu 值以及 ωKsc 和 ωS_Lu 分别为 0.0015 h-1 和 0.54(193% 和 49%)。与其他经过临床试验的 mAbs 相比,FDA 批准的 mAbs 的局部降解较少(0.0014 h-1 vs. 0.0038 h-1),而在参与处置的生理过程中没有观察到实质性差异。为了评估估计 PK 参数的通用性和模型验证,我们使用最终的 popPBPK 模型模拟了九种不同 mAbs 经皮下注射后的预期 PK 范围,这些 mAbs 并未用于建立模型。所有九种 mAbs 的预测 PK 都在事先指定的预期范围内。因此,本文介绍的 popPBPK 模型可作为一种工具,用于在给人用药前预测具有线性分布的 mAbs 的临床 PK。该模型还可以支持 mAbs 的临床前到临床转化和 "首次用于人体 "剂量的确定。
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Inter-Antibody Variability in the Clinical Pharmacokinetics of Monoclonal Antibodies Characterized Using Population Physiologically Based Pharmacokinetic Modeling
The objective of this work was to develop a population physiologically based pharmacokinetic (popPBPK) model to characterize the variability in the clinical PK of monoclonal antibodies (mAbs) following intravenous (IV) and subcutaneous (SC) administration. An extensive literature search was conducted and clinical PK data for FDA-approved as well as non-approved mAbs were collected. Training and validation datasets of 44 and 9 mAbs exhibiting linear pharmacokinetics were used for model development. The variability in antibody PK was captured by accounting for different rate constants of pinocytosis (CLup) and intracellular degradation (kdeg) for different mAbs. Typical values for CLup and kdeg and their respective inter-antibody variabilities (ωClup, ωKdeg) were estimated to be 0.32 L/h/L and 26.1 h−1 (73% and 46%). Varied absorption profiles following SC dosing were characterized by incorporating inter-antibody variability in local degradation (kSC) and rate of lymphatic uptake (S_Lu) of mAbs. Estimates for typical kSC and S_Lu values, and ωKsc,ωS_Lu, were found to be 0.0015 h−1 and 0.54 (193%, and 49%). FDA-approved mAbs showed less local degradation (0.0014 h−1 vs. 0.0038 h−1) compared with other clinically tested mAbs, whereas no substantial differences in physiological processes involved in disposition were observed. To evaluate the generalizability of estimated PK parameters and model validation, the final popPBPK model was used to simulate the range of expected PK for mAbs following SC administration of nine different mAbs that were not used for model-building purposes. The predicted PK of all nine mAbs was within the expected range specified a priori. Thus, the popPBPK model presented here may serve as a tool to predict the clinical PK of mAbs with linear disposition before administering them to humans. The model may also support preclinical-to-clinical translation and ‘first-in-human’ dose determination for mAbs.
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来源期刊
Antibodies
Antibodies IMMUNOLOGY-
CiteScore
7.10
自引率
6.40%
发文量
68
审稿时长
11 weeks
期刊介绍: Antibodies (ISSN 2073-4468), an international, peer-reviewed open access journal which provides an advanced forum for studies related to antibodies and antigens. It publishes reviews, research articles, communications and short notes. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. Full experimental and/or methodical details must be provided. Electronic files or software regarding the full details of the calculation and experimental procedure - if unable to be published in a normal way - can be deposited as supplementary material. This journal covers all topics related to antibodies and antigens, topics of interest include (but are not limited to): antibody-producing cells (including B cells), antibody structure and function, antibody-antigen interactions, Fc receptors, antibody manufacturing antibody engineering, antibody therapy, immunoassays, antibody diagnosis, tissue antigens, exogenous antigens, endogenous antigens, autoantigens, monoclonal antibodies, natural antibodies, humoral immune responses, immunoregulatory molecules.
期刊最新文献
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