Application of Pharmacokinetic-Pharmacodynamic Modeling and Simulation for Antibody-Drug Conjugate Development

被引:0
作者
Aman P. Singh
Young G. Shin
Dhaval K. Shah
机构
[1] The State University of New York at Buffalo,Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences
[2] Chungnam National University,College of Pharmacy
来源
Pharmaceutical Research | 2015年 / 32卷
关键词
antibody-drug conjugate (ADC); model based drug development; modeling and simulation; pharmacodynamics; pharmacokinetics; PK-PD; preclinical-to-clinical translation;
D O I
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中图分类号
学科分类号
摘要
Characterization and prediction of the pharmacokinetics (PK) and pharmacodynamics (PD) of Antibody-Drug Conjugates (ADCs) is challenging, since it requires simultaneous quantitative understanding about the PK-PD properties of three different molecular species i.e., the monoclonal antibody, the drug, and the conjugate. Mathematical modeling and simulation provides an excellent tool to overcome these challenges, as it can simultaneously integrate the PK-PD of ADCs and their components in a quantitative manner. Additionally, the computational PK-PD models can also serve as a cornerstone for the model-based drug development and preclinical-to-clinical translation of ADCs. To provide an overview of this subject matter, this manuscript reviews the PK-PD models applicable to ADCs. Additionally, the usage of these models during different drug development stages (i.e., discovery, preclinical development, and clinical development) is also emphasized. The importance of PK-PD modeling and simulation in making rationale go/no-go decisions throughout the drug development process is also highlighted. There is an array of PK-PD models available, ranging from the systems models specifically developed for ADCs to the empirical models applicable to all chemotherapeutic agents, which one can employ for ADCs. The decision about which model to choose depends on the questions to be answered, time at hand, and resources available.
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页码:3508 / 3525
页数:17
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  • [1] Sassoon I(2013)Antibody-drug conjugate (ADC) clinical pipeline: a review Methods Mol Biol 1045 1-27
  • [2] Blanc V(2012)Brentuximab vedotin: a new age in the treatment of Hodgkin lymphoma and anaplastic large cell lymphoma Ann Pharmacother 46 377-383
  • [3] Minich SS(2013)The antibody-drug conjugate: an enabling modality for natural product-based cancer therapeutics Nat Prod Rep 30 625-639
  • [4] Gerber HP(2013)Maturing antibody-drug conjugate pipeline hits 30 Nat Rev Drug Discov 12 329-332
  • [5] Koehn FE(2013)Key bioanalytical measurements for antibody-drug conjugate development: PK/PD modelers’ perspective Bioanalysis 5 989-992
  • [6] Abraham RT(2013)Model-based drug development: a rational approach to efficiently accelerate drug development Clin Pharmacol Ther 93 502-514
  • [7] Mullard A(2012)Bench to bedside translation of antibody drug conjugates using a multiscale mechanistic PK/PD model: a case study with brentuximab-vedotin J Pharmacokinet Pharmacodyn 39 643-659
  • [8] Shah DK(2014)In vitro and in vivo evaluation of cysteine and site specific conjugated herceptin antibody-drug conjugates PLoS ONE 9 e83865-897
  • [9] Barletta F(2010)Intracellular activation of SGN-35, a potent anti-CD30 antibody-drug conjugate Clin Cancer Res Off J Am Assoc Cancer Res 16 888-571
  • [10] Betts A(2013)On translation of antibody drug conjugates efficacy from mouse experimental tumors to the clinic: a PK/PD approach J Pharmacokinet Pharmacodyn 40 557-403