A Bayesian Approach for Population Pharmacokinetic Modeling of Pegylated Interferon α-2a in Hepatitis C Patients

Clin Pharmacokinet. 2017 Nov;56(11):1369-1379. doi: 10.1007/s40262-017-0527-3.

Abstract

Background: Pegylated interferon α-2a (PEG-IFN-α-2a) is an antiviral drug used for the treatment of chronic hepatitis C virus (HCV) infection. This study describes the population pharmacokinetics of PEG-IFN-α-2a in hepatitis C patients using a Bayesian approach. A possible association between patient characteristics and pharmacokinetic parameters is also explored.

Methods: A Bayesian population pharmacokinetic modeling approach, using WinBUGS version 1.4.3, was applied to a cohort of patients (n = 292) with chronic HCV infection. Data were obtained from two phase III studies sponsored by Hoffmann-La Roche. Demographic and clinical information were evaluated as possible predictors of pharmacokinetic parameters during model development.

Results: A one-compartment model with an additive error best fitted the data, and a total of 2271 PEG-IFN-α-2a measurements from 292 subjects were analyzed using the proposed population pharmacokinetic model. Sex was identified as a predictor of PEG-IFN-α-2a clearance, and hemoglobin baseline level was identified as a predictor of PEG-IFN-α-2a volume of distribution.

Conclusion: A population pharmacokinetic model of PEG-IFN-α-2a in patients with chronic HCV infection was presented in this study. The proposed model can be used to optimize PEG-IFN-α-2a dosing in patients with chronic HCV infection. Optimal PEG-IFN-α-2a selection is important to maximize response and/or to avoid potential side effects such as thrombocytopenia and neutropenia.

Clinical trials registration numbers: NV15942 and NV15801.

MeSH terms

  • Adult
  • Aged
  • Antiviral Agents
  • Bayes Theorem*
  • Clinical Trials, Phase III as Topic
  • Female
  • Hemoglobins / metabolism
  • Hepatitis C, Chronic / blood*
  • Hepatitis C, Chronic / drug therapy*
  • Humans
  • Interferon-alpha / blood
  • Interferon-alpha / pharmacokinetics*
  • Male
  • Middle Aged
  • Models, Biological*
  • Polyethylene Glycols / pharmacokinetics*
  • Recombinant Proteins / blood
  • Recombinant Proteins / pharmacokinetics
  • Sex Factors

Substances

  • Antiviral Agents
  • Hemoglobins
  • Interferon-alpha
  • Recombinant Proteins
  • Polyethylene Glycols
  • peginterferon alfa-2a