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

Br J Clin Pharmacol. 2018 May;84(5):911-925. doi: 10.1111/bcp.13504. Epub 2018 Feb 20.

Abstract

Aim: The objective of the present study was to use pharmacokinetic-pharmacodynamic modelling to characterize the effects of chemotherapy on the granulopoietic system and to predict the absolute neutrophil counts (ANCs) for patients with chemotherapy-induced neutropenia treated with filgrastim and pegfilgrastim.

Methods: Data were extracted from 10 phase I-III studies conducted in 110 healthy adults, and 618 adult and 52 paediatric patients on chemotherapy following administration of filgrastim or pegfilgrastim. The structural model accounted for ANC dynamics and the effects of filgrastim and pegfilgrastim, chemotherapy and corticosteroids. The impact of neutrophils on drug disposition was based on a drug receptor-binding model that assumed quasi-equilibrium and stimulation of the production and maturation of neutrophils upon treatment. The chemotherapy and corticosteroid effects were represented by kinetic-pharmacodynamic-type models, where chemotherapy stimulated elimination of neutrophil precursors at the mitotic stage, and corticosteroids stimulated neutrophil production.

Results: The systemic half-lives of filgrastim (2.6 h) and pegfilgrastim (10.1 h) were as expected. The effective half-life of chemotherapy was 9.6 h, with a 2-day killing effect. The rate of receptor elimination from mitotic compartments exhibited extreme interindividual variability (% coefficient of variation >200), suggesting marked differences in sensitivity to chemotherapy effects on ANCs. The stimulatory effects of pegfilgrastim were significantly greater than those of filgrastim. Model qualification confirmed the predictive capability of this model.

Conclusion: This qualified model simulates the time course of ANC in the absence or presence of chemotherapy and predicts nadir, time to nadir and time of recovery from different grades of neutropenia upon treatment with filgrastim and pegfilgrastim.

Keywords: cancer; modelling and simulation; pharmacokinetic-pharmacodynamic.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adrenal Cortex Hormones / adverse effects
  • Adult
  • Antineoplastic Agents / adverse effects
  • Antineoplastic Agents / pharmacokinetics
  • Antineoplastic Agents / pharmacology
  • Female
  • Filgrastim / adverse effects*
  • Filgrastim / pharmacokinetics*
  • Filgrastim / pharmacology
  • Healthy Volunteers
  • Hematologic Agents / adverse effects
  • Hematologic Agents / blood
  • Hematologic Agents / pharmacokinetics
  • Hematologic Agents / pharmacology
  • Humans
  • Leukocyte Count
  • Male
  • Models, Biological*
  • Neutropenia / chemically induced
  • Neutrophils / drug effects*
  • Polyethylene Glycols / adverse effects*
  • Polyethylene Glycols / pharmacokinetics*
  • Polyethylene Glycols / pharmacology
  • Randomized Controlled Trials as Topic / statistics & numerical data*

Substances

  • Adrenal Cortex Hormones
  • Antineoplastic Agents
  • Hematologic Agents
  • pegfilgrastim
  • Polyethylene Glycols
  • Filgrastim