Literature DB >> 31950308

Dose Correction for a Michaelis-Menten Approximation of a Target-Mediated Drug Disposition Model with a Multiple Intravenous Dosing Regimens.

Xiaoyu Yan1, Juan Jose Perez Ruixo2, Wojciech Krzyzanski3.   

Abstract

This study aimed to develop a method for implementing dose correction in a Michaelis-Menten (M-M) approximation of a target-mediated drug disposition (TMDD) model with multiple intravenous (IV) bolus administrations. We derived the formula of a correction factor (Fcorr) for each dose in a multiple IV bolus dosing regimens for M-M model. Fcorr depends on the residual free drug amount prior IV bolus dosing event and dose amount. We conducted a stochastic simulation and estimation (SSE) exercise based on therapeutic antibody PK parameters to evaluate the effect of Fcorr on parameter estimation. Previously published clinical PK data of recombinant human erythropoietin (rHuEPO) from four clinical trials in healthy subjects receiving multiple IV bolus doses were analyzed by both M-M model with and without dose correction (MMC and MMNC) as well as the rapid-binding/quasi-steady-state (RB/QSS) TMDD models. Our results showed that MMNC introduced bias to fixed-effect parameter estimates and overestimated random-effect variables. Compared with MMC, MMNC was not able to adequately characterize the nonlinearity in the PK data of antibody and rHuEPO. The MMC-based simulation demonstrated that thricely weekly 10 IU/kg rHuEPO dosing regimen yielded Fcorr = 0.5. This result suggested that the lower-than-expected exposure for rHuEPO at low dose is due to target binding. An M-M approximation of the TMDD model should include a dose correction to avoid model misfitting and potential bias in the estimated PK parameters.

Entities:  

Keywords:  Michaelis–Menten; erythropoietin; target-mediated drug disposition

Mesh:

Substances:

Year:  2020        PMID: 31950308     DOI: 10.1208/s12248-019-0410-2

Source DB:  PubMed          Journal:  AAPS J        ISSN: 1550-7416            Impact factor:   4.009


  24 in total

1.  Population pharmacokinetic and pharmacodynamic model-based comparability assessment of a recombinant human Epoetin Alfa and the Biosimilar HX575.

Authors:  Xiaoyu Yan; Philip J Lowe; Martin Fink; Alexander Berghout; Sigrid Balser; Wojciech Krzyzanski
Journal:  J Clin Pharmacol       Date:  2011-12-12       Impact factor: 3.126

2.  Dose correction for the Michaelis-Menten approximation of the target-mediated drug disposition model.

Authors:  Xiaoyu Yan; Wojciech Krzyzanski
Journal:  J Pharmacokinet Pharmacodyn       Date:  2012-01-04       Impact factor: 2.745

3.  Pharmacodynamics-mediated drug disposition (PDMDD) and precursor pool lifespan model for single dose of romiplostim in healthy subjects.

Authors:  Yow-Ming C Wang; Wojciech Krzyzanski; Sameer Doshi; Jim J Xiao; Juan Jose Pérez-Ruixo; Andrew T Chow
Journal:  AAPS J       Date:  2010-10-21       Impact factor: 4.009

4.  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

5.  A model-based meta-analysis of monoclonal antibody pharmacokinetics to guide optimal first-in-human study design.

Authors:  Jasmine P Davda; Michael G Dodds; Megan A Gibbs; Wendy Wisdom; John Gibbs
Journal:  MAbs       Date:  2014-05-16       Impact factor: 5.857

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

Review 7.  Small-Molecule Compounds Exhibiting Target-Mediated Drug Disposition (TMDD): A Minireview.

Authors:  Guohua An
Journal:  J Clin Pharmacol       Date:  2016-09-06       Impact factor: 3.126

8.  Physiologically-based pharmacokinetic modeling to predict the clinical pharmacokinetics of monoclonal antibodies.

Authors:  Patrick M Glassman; Joseph P Balthasar
Journal:  J Pharmacokinet Pharmacodyn       Date:  2016-07-04       Impact factor: 2.745

Review 9.  Microdosing and Other Phase 0 Clinical Trials: Facilitating Translation in Drug Development.

Authors:  T Burt; K Yoshida; G Lappin; L Vuong; C John; S N de Wildt; Y Sugiyama; M Rowland
Journal:  Clin Transl Sci       Date:  2016-03-30       Impact factor: 4.689

10.  A Tutorial on Target-Mediated Drug Disposition (TMDD) Models.

Authors:  P Dua; E Hawkins; P H van der Graaf
Journal:  CPT Pharmacometrics Syst Pharmacol       Date:  2015-06-15
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