Literature DB >> 25948593

Semimechanistic cell-cycle type-based pharmacokinetic/pharmacodynamic model of chemotherapy-induced neutropenic effects of diflomotecan under different dosing schedules.

Víctor Mangas-Sanjuan1, Núria Buil-Bruna1, María J Garrido1, Elena Soto1, Iñaki F Trocóniz2.   

Abstract

The current work integrates cell-cycle dynamics occurring in the bone marrow compartment as a key element in the structure of a semimechanistic pharmacokinetic/pharmacodynamic model for neutropenic effects, aiming to describe, with the same set of system- and drug-related parameters, longitudinal data of neutropenia gathered after the administration of the anticancer drug diflomotecan (9,10-difluoro-homocamptothecin) under different dosing schedules to patients (n = 111) with advanced solid tumors. To achieve such an objective, the general framework of the neutropenia models was expanded, including one additional physiologic process resembling cell cycle dynamics. The main assumptions of the proposed model are as follows: within the stem cell compartment, proliferative and quiescent cells coexist, and only cells in the proliferative condition are sensitive to drug effects and capable of following the maturation chain. Cell cycle dynamics were characterized by two new parameters, FProl (the fraction of proliferative [Prol] cells that enters into the maturation chain) and kcycle (first-order rate constant governing cell cycle dynamics within the stem cell compartment). Both model parameters were identifiable as indicated by the results from a bootstrap analysis, and their estimates were supported by date from the literature. The estimates of FProl and kcycle were 0.58 and 1.94 day(-1), respectively. The new model could properly describe the neutropenic effects of diflomotecan after very different dosing scenarios, and can be used to explore the potential impact of dosing schedule dependencies on neutropenia prediction.
Copyright © 2015 by The American Society for Pharmacology and Experimental Therapeutics.

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Year:  2015        PMID: 25948593     DOI: 10.1124/jpet.115.223776

Source DB:  PubMed          Journal:  J Pharmacol Exp Ther        ISSN: 0022-3565            Impact factor:   4.030


  9 in total

Review 1.  Bringing Model-Based Prediction to Oncology Clinical Practice: A Review of Pharmacometrics Principles and Applications.

Authors:  Núria Buil-Bruna; José-María López-Picazo; Salvador Martín-Algarra; Iñaki F Trocóniz
Journal:  Oncologist       Date:  2015-12-14

Review 2.  Camptothecin (CPT) and its derivatives are known to target topoisomerase I (Top1) as their mechanism of action: did we miss something in CPT analogue molecular targets for treating human disease such as cancer?

Authors:  Fengzhi Li; Tao Jiang; Qingyong Li; Xiang Ling
Journal:  Am J Cancer Res       Date:  2017-12-01       Impact factor: 6.166

3.  A physiological model of granulopoiesis to predict clinical drug induced neutropenia from in vitro bone marrow studies: with application to a cell cycle inhibitor.

Authors:  Wenbo Chen; Britton Boras; Tae Sung; Yanke Yu; Jenny Zheng; Diane Wang; Wenyue Hu; Mary E Spilker; David Z D'Argenio
Journal:  J Pharmacokinet Pharmacodyn       Date:  2020-03-11       Impact factor: 2.745

4.  Optimization of clinical dosing schedule to manage neutropenia: learnings from semi-mechanistic modeling simulation approach.

Authors:  Yue Guo; Nahor Haddish-Berhane; Hong Xie; Daniele Ouellet
Journal:  J Pharmacokinet Pharmacodyn       Date:  2019-12-18       Impact factor: 2.745

5.  Structural identifiability for mathematical pharmacology: models of myelosuppression.

Authors:  Neil D Evans; S Y Amy Cheung; James W T Yates
Journal:  J Pharmacokinet Pharmacodyn       Date:  2018-02-02       Impact factor: 2.745

Review 6.  Drug Exposure to Establish Pharmacokinetic-Response Relationships in Oncology.

Authors:  Belén P Solans; María Jesús Garrido; Iñaki F Trocóniz
Journal:  Clin Pharmacokinet       Date:  2020-02       Impact factor: 6.447

Review 7.  Systems Modeling to Quantify Safety Risks in Early Drug Development: Using Bifurcation Analysis and Agent-Based Modeling as Examples.

Authors:  Carmen Pin; Teresa Collins; Megan Gibbs; Holly Kimko
Journal:  AAPS J       Date:  2021-05-20       Impact factor: 4.009

Review 8.  Towards Quantitative Systems Pharmacology Models of Chemotherapy-Induced Neutropenia.

Authors:  M Craig
Journal:  CPT Pharmacometrics Syst Pharmacol       Date:  2017-04-18

9.  Quantifying Drug-Induced Bone Marrow Toxicity Using a Novel Haematopoiesis Systems Pharmacology Model.

Authors:  Chiara Fornari; Lenka Oplustil O'Connor; Carmen Pin; Aaron Smith; James W T Yates; S Y Amy Cheung; Duncan I Jodrell; Jerome T Mettetal; Teresa A Collins
Journal:  CPT Pharmacometrics Syst Pharmacol       Date:  2019-10-20
  9 in total

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