DDMODEL00000280: Pharmacokinetics of rifampin in tuberculosis patients

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Short description:
Population pharmacokinetics of rifampin in pulmonary tuberculosis patients, including a semimechanistic model to describe variable absorption. Implementation of transit absorption model across multiple doses.
Original code
  • Population pharmacokinetics of rifampin in pulmonary tuberculosis patients, including a semimechanistic model to describe variable absorption
  • Justin J Wilkins, Radojka M Savic, Mats O Karlsson, Grant Langdon, Helen McIlleron, Goonaseelan Pillai, Peter J Smith, Ulrika S Simonsson
  • Antimicrobial Agents and Chemotherapy, 6/2008, Volume 52, Issue 6, pages: 2138-48
  • Division of Clinical Pharmacology, Department of Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
  • This article describes the population pharmacokinetics of rifampin in South African pulmonary tuberculosis patients. Three datasets containing 2,913 rifampin plasma concentration-time data points, collected from 261 South African pulmonary tuberculosis patients aged 18 to 72 years and weighing 28.5 to 85.5 kg and receiving regular daily treatment that included administration of rifampin (450 to 600 mg) for at least 10 days, were pooled. A compartmental pharmacokinetic model was developed using nonlinear mixed-effects modeling. Variability in the shape of the absorption curve was described using a flexible transit compartment model, in which a delay in the onset of absorption and a gradually changing absorption rate were modeled as the passage of drug through a chain of hypothetical compartments, ultimately reaching the absorption compartment. A previously described implementation was extended to allow its application to multiple-dosing data. The typical population estimate of oral clearance was 19.2 liters x h(-1), while the volume of distribution was estimated to be 53.2 liters. Interindividual variability was estimated to be 52.8% for clearance and 43.4% for volume of distribution. Interoccasional variability was estimated for CL/F (22.5%) and mean transit time during absorption (67.9%). The use of single-drug formulations was found to increase both the mean transit time (by 104%) and clearance (by 23.6%) relative to fixed-dose-combination use. A strong correlation between clearance and volume of distribution suggested substantial variability in bioavailability, which could have clinical implications, given the dependence of treatment effectiveness on exposure. The final model successfully described rifampin pharmacokinetics in the population studied and is suitable for simulation in this context.
Justin Wilkins
Context of model development: Variability sources in PK and PD (CYP, Renal, Biomarkers);
Discrepancy between implemented model and original publication: None;
Long technical model description: One-compartment PK model with first-order elimination and complex absorption, implemented using a multiple-dose transit model. IIV on CL, V, mean transit time and number of transit compartments. IOV on CL and mean transit time. Combined additive and proportional residual error.;
Model compliance with original publication: Yes;
Model implementation requiring submitter’s additional knowledge: No;
Modelling context description: Population pharmacokinetics of rifampin in tuberculosis patients;
Modelling task in scope: estimation;
Nature of research: Clinical research & Therapeutic use;
Therapeutic/disease area: Anti-infectives;
Annotations are correct.
This model is not certified.
  • Model owner: Justin Wilkins
  • Submitted: Feb 13, 2018 11:04:48 AM
  • Last Modified: Feb 13, 2018 11:04:48 AM
  • Version: 3 public model Download this version
    • Submitted on: Feb 13, 2018 11:04:48 AM
    • Submitted by: Justin Wilkins
    • With comment: Updated model annotations.