Application of the Multistate Tuberculosis Pharmacometric Model in Patients With Rifampicin-Treated Pulmonary Tuberculosis

CPT Pharmacometrics Syst Pharmacol. 2016 May;5(5):264-73. doi: 10.1002/psp4.12079. Epub 2016 May 17.

Abstract

This is the first clinical implementation of the Multistate Tuberculosis Pharmacometric (MTP) model describing fast-, slow-, and nonmultiplying bacterial states of Mycobacterium tuberculosis. Colony forming unit data from 19 patients treated with rifampicin were analyzed. A previously developed rifampicin population pharmacokinetic (PK) model was linked to the MTP model previously developed using in vitro data. Drug effect was implemented as exposure-response relationships tested at several effect sites, both alone and in combination. All MTP model parameters were fixed to in vitro estimates except Bmax . Drug effect was described by an on/off effect inhibiting growth of fast-multiplying bacteria in addition to linear increase of the stimulation of the death rate of slow- and nonmultiplying bacteria with increasing drug exposure. Clinical trial simulations predicted well three retrospective clinical trials using the final model that confirmed the potential utility of the MTP model in antitubercular drug development.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Antibiotics, Antitubercular / pharmacokinetics
  • Antibiotics, Antitubercular / therapeutic use*
  • Clinical Trials, Phase II as Topic / statistics & numerical data
  • Computer Simulation*
  • Humans
  • Models, Biological*
  • Models, Theoretical
  • Rifampin / pharmacokinetics
  • Rifampin / therapeutic use*
  • Stem Cells / drug effects
  • Stem Cells / metabolism
  • Treatment Outcome
  • Tuberculosis, Pulmonary / drug therapy*
  • Tuberculosis, Pulmonary / metabolism

Substances

  • Antibiotics, Antitubercular
  • Rifampin