Literature DB >> 24322877

Target-mediated drug disposition model and its approximations for antibody-drug conjugates.

Leonid Gibiansky1, Ekaterina Gibiansky.   

Abstract

Antibody-drug conjugate (ADC) is a complex structure composed of an antibody linked to several molecules of a biologically active cytotoxic drug. The number of ADC compounds in clinical development now exceeds 30, with two of them already on the market. However, there is no rigorous mechanistic model that describes pharmacokinetic (PK) properties of these compounds. PK modeling of ADCs is even more complicated than that of other biologics as the model should describe distribution, binding, and elimination of antibodies with different toxin load, and also the deconjugation process and PK of the released toxin. This work extends the target-mediated drug disposition (TMDD) model to describe ADCs, derives the rapid binding (quasi-equilibrium), quasi-steady-state, and Michaelis-Menten approximations of the TMDD model as applied to ADCs, derives the TMDD model and its approximations for ADCs with load-independent properties, and discusses further simplifications of the system under various assumptions. The developed models are shown to describe data simulated from the available clinical population PK models of trastuzumab emtansine (T-DM1), one of the two currently approved ADCs. Identifiability of model parameters is also discussed and illustrated on the simulated T-DM1 examples.

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Year:  2013        PMID: 24322877     DOI: 10.1007/s10928-013-9344-y

Source DB:  PubMed          Journal:  J Pharmacokinet Pharmacodyn        ISSN: 1567-567X            Impact factor:   2.745


  9 in total

1.  General pharmacokinetic model for drugs exhibiting target-mediated drug disposition.

Authors:  D E Mager; W J Jusko
Journal:  J Pharmacokinet Pharmacodyn       Date:  2001-12       Impact factor: 2.745

Review 2.  Target-mediated drug disposition model: approximations, identifiability of model parameters and applications to the population pharmacokinetic-pharmacodynamic modeling of biologics.

Authors:  Leonid Gibiansky; Ekaterina Gibiansky
Journal:  Expert Opin Drug Metab Toxicol       Date:  2009-07       Impact factor: 4.481

3.  Approximations of the target-mediated drug disposition model and identifiability of model parameters.

Authors:  Leonid Gibiansky; Ekaterina Gibiansky; Tarundeep Kakkar; Peiming Ma
Journal:  J Pharmacokinet Pharmacodyn       Date:  2008-11-13       Impact factor: 2.745

Review 4.  Pharmacokinetic considerations for antibody drug conjugates.

Authors:  Kedan Lin; Jay Tibbitts
Journal:  Pharm Res       Date:  2012-06-28       Impact factor: 4.200

5.  Maturing antibody-drug conjugate pipeline hits 30.

Authors:  Asher Mullard
Journal:  Nat Rev Drug Discov       Date:  2013-05       Impact factor: 84.694

6.  Quasi-equilibrium pharmacokinetic model for drugs exhibiting target-mediated drug disposition.

Authors:  Donald E Mager; Wojciech Krzyzanski
Journal:  Pharm Res       Date:  2005-09-22       Impact factor: 4.200

7.  Selection between Michaelis-Menten and target-mediated drug disposition pharmacokinetic models.

Authors:  Xiaoyu Yan; Donald E Mager; Wojciech Krzyzanski
Journal:  J Pharmacokinet Pharmacodyn       Date:  2009-12-10       Impact factor: 2.745

8.  Semi-mechanistic population pharmacokinetic model of multivalent trastuzumab emtansine in patients with metastatic breast cancer.

Authors:  V L Chudasama; F Schaedeli Stark; J M Harrold; J Tibbitts; S R Girish; M Gupta; N Frey; D E Mager
Journal:  Clin Pharmacol Ther       Date:  2012-09-12       Impact factor: 6.875

9.  An integrated multiple-analyte pharmacokinetic model to characterize trastuzumab emtansine (T-DM1) clearance pathways and to evaluate reduced pharmacokinetic sampling in patients with HER2-positive metastatic breast cancer.

Authors:  Dan Lu; Amita Joshi; Bei Wang; Steve Olsen; Joo-Hee Yi; Ian E Krop; Howard A Burris; Sandhya Girish
Journal:  Clin Pharmacokinet       Date:  2013-08       Impact factor: 6.447

  9 in total
  22 in total

Review 1.  Antibody Drug Conjugates: Application of Quantitative Pharmacology in Modality Design and Target Selection.

Authors:  S Sadekar; I Figueroa; M Tabrizi
Journal:  AAPS J       Date:  2015-05-02       Impact factor: 4.009

Review 2.  Application of Pharmacokinetic-Pharmacodynamic Modeling and Simulation for Antibody-Drug Conjugate Development.

Authors:  Aman P Singh; Young G Shin; Dhaval K Shah
Journal:  Pharm Res       Date:  2015-02-11       Impact factor: 4.200

3.  Target-mediated drug disposition with drug-drug interaction, Part I: single drug case in alternative formulations.

Authors:  Gilbert Koch; William J Jusko; Johannes Schropp
Journal:  J Pharmacokinet Pharmacodyn       Date:  2017-01-10       Impact factor: 2.745

4.  Comparing the performance of FOCE and different expectation-maximization methods in handling complex population physiologically-based pharmacokinetic models.

Authors:  Xiaoxi Liu; Yuhuan Wang
Journal:  J Pharmacokinet Pharmacodyn       Date:  2016-05-23       Impact factor: 2.745

Review 5.  Systems pharmacology and enhanced pharmacodynamic models for understanding antibody-based drug action and toxicity.

Authors:  Sihem Ait-Oudhia; Meric Ayse Ovacik; Donald E Mager
Journal:  MAbs       Date:  2016-09-23       Impact factor: 5.857

6.  Platform model describing pharmacokinetic properties of vc-MMAE antibody-drug conjugates.

Authors:  Matts Kågedal; Leonid Gibiansky; Jian Xu; Xin Wang; Divya Samineni; Shang-Chiung Chen; Dan Lu; Priya Agarwal; Bei Wang; Ola Saad; Neelima Koppada; Bernard M Fine; Jin Y Jin; Sandhya Girish; Chunze Li
Journal:  J Pharmacokinet Pharmacodyn       Date:  2017-09-16       Impact factor: 2.745

7.  Pharmacokinetic-pharmacodynamic modelling of neutrophil response to G-CSF in healthy subjects and patients with chemotherapy-induced neutropenia.

Authors:  Murad Melhem; Isabelle Delor; Juan Jose Pérez-Ruixo; John Harrold; Andrew Chow; Liviawati Wu; Philippe Jacqmin
Journal:  Br J Clin Pharmacol       Date:  2018-02-20       Impact factor: 4.335

8.  Development and Translational Application of an Integrated, Mechanistic Model of Antibody-Drug Conjugate Pharmacokinetics.

Authors:  Siddharth Sukumaran; Crystal Zhang; Douglas D Leipold; Ola M Saad; Keyang Xu; Kapil Gadkar; Divya Samineni; Bei Wang; Marija Milojic-Blair; Montserrat Carrasco-Triguero; Bonnee Rubinfeld; Paul Fielder; Kedan Lin; Saroja Ramanujan
Journal:  AAPS J       Date:  2016-09-27       Impact factor: 4.009

9.  A mechanistic pharmacokinetic model elucidating the disposition of trastuzumab emtansine (T-DM1), an antibody-drug conjugate (ADC) for treatment of metastatic breast cancer.

Authors:  Brendan Bender; Douglas D Leipold; Keyang Xu; Ben-Quan Shen; Jay Tibbitts; Lena E Friberg
Journal:  AAPS J       Date:  2014-06-11       Impact factor: 4.009

Review 10.  Preclinical Pharmacokinetic Considerations for the Development of Antibody Drug Conjugates.

Authors:  Amrita V Kamath; Suhasini Iyer
Journal:  Pharm Res       Date:  2014-12-02       Impact factor: 4.200

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