Use of Monte Carlo simulation to evaluate the efficacy of tigecycline and minocycline for the treatment of pneumonia due to carbapenemase-producing Klebsiella pneumoniae

Infect Dis (Lond). 2018 Jul;50(7):507-513. doi: 10.1080/23744235.2018.1423703. Epub 2018 Jan 9.

Abstract

Background: Pneumonia caused by carbapenemase-producing Klebsiella pneumoniae (CP-KP) are increasingly encountered in hospitals worldwide, causing high mortality due to lack of treatment options. The goal of this study was to assess the efficacy of tigecycline and minocycline for CP-KP hospital-acquired pneumonia (HAP) by using Monte Carlo simulation.

Methods: A total of 164 non-duplicated CP-KP strains were collected from sputum or blood in patients with HAP. The MICs for antimicrobials were determined by the agar dilution method. A 10,000-patient Monte Carlo Simulation based on a PK/PD model incorporating the MICs and population pharmacokinetic parameters were conducted to calculate probability of target attainment (PTA) at each MIC value and total cumulative fraction of response (CFR).

Results: The susceptibility rate of tigecycline and minocycline were 79.9% and 41.5%, respectively. At recommended doses, an optimal PTA of 90% was obtained for treating HAP caused by CP-KP with MICs of tigecycline ≤0.5 mg/L or minocycline ≤4 mg/L. The CFR of tigecycline at the recommended dose and double dose (100 mg q12h) were 71.2% and 90.2%, respectively. The CFR of minocycline at recommended dose and double dose (200 mg q12h) was 53.4% and 77.2%, respectively.

Conclusions: The findings of this study suggest that the recommended dose of tigecycline was not effective in HAP caused by CP-KP, and a higher CFR indicating a better clinical efficacy can be gained by doubling the dose (100 mg q12h). minocycline (200 mg q12h) might be a potential alternative of tigecycline to against strains with MICs ≤ 8 mg/L.

Keywords: Carbapenemase-producing Klebsiella pneumoniae; Hospital-acquired pneumonia; Minocycline; Monte Carlo simulation; Tigecycline.

Publication types

  • Evaluation Study

MeSH terms

  • Anti-Bacterial Agents / adverse effects
  • Anti-Bacterial Agents / pharmacokinetics
  • Anti-Bacterial Agents / pharmacology
  • Anti-Bacterial Agents / therapeutic use*
  • Bacterial Proteins / biosynthesis
  • Bacterial Proteins / drug effects
  • Bacterial Proteins / genetics
  • Cross Infection / drug therapy
  • Cross Infection / microbiology
  • Humans
  • Klebsiella Infections / blood
  • Klebsiella Infections / drug therapy*
  • Klebsiella Infections / microbiology
  • Klebsiella pneumoniae / drug effects*
  • Klebsiella pneumoniae / enzymology
  • Klebsiella pneumoniae / isolation & purification
  • Microbial Sensitivity Tests
  • Minocycline / adverse effects
  • Minocycline / analogs & derivatives*
  • Minocycline / pharmacokinetics
  • Minocycline / pharmacology
  • Minocycline / therapeutic use*
  • Models, Statistical
  • Monte Carlo Method
  • Pneumonia, Bacterial / blood
  • Pneumonia, Bacterial / drug therapy*
  • Pneumonia, Bacterial / microbiology
  • Sputum / microbiology
  • Tigecycline
  • beta-Lactamases / biosynthesis
  • beta-Lactamases / deficiency
  • beta-Lactamases / drug effects
  • beta-Lactamases / genetics

Substances

  • Anti-Bacterial Agents
  • Bacterial Proteins
  • Tigecycline
  • beta-Lactamases
  • carbapenemase
  • Minocycline