Development and comparison of population pharmacokinetic models of vancomycin in neurosurgical patients based on two different renal function markers

J Clin Pharm Ther. 2020 Feb;45(1):88-96. doi: 10.1111/jcpt.13029. Epub 2019 Aug 28.

Abstract

What is known and objectives: Some previous studies have indicated that serum cystatin C (Cys C) is a better marker than serum creatinine (SCR) for assessing the glomerular filtering rate (GFR). However, in almost all population pharmacokinetic models of vancomycin, the GFR is usually estimated from SCR. Therefore, the aim of this study was to compare the GFR estimated from SCR (sGFR) with the GFR estimated from Cys C (cGFR) and investigate which one can describe the characteristics of vancomycin population pharmacokinetics better in Chinese neurosurgical adult patients.

Methods: Patients from the Neurosurgery Department aged ≥18 years were enrolled retrospectively. Among these patients, the data from 222 patients were used to establish two population pharmacokinetic models based on sGFR and cGFR, separately. The data from another 95 patients were used for the external validation of these two models. Non-linear mixed-effect modelling (NONMEM) 7.4.3 was used for the population pharmacokinetic analysis.

Results: We developed two one-compartment models with first-order absorption based on Cys C and SCR, separately. In the Cys C model, age, body weight and cGFR were significant covariates on the clearance rate (CL) of vancomycin (typical value, 6.4 L/hour). In the SCR model, age and sGFR were significant covariates on the CL (typical value, 6.46 L/hour). The external validation results showed that the predictive performance of the two models was similar.

What is new and conclusion: In this study, the predictive performance of two models was similar in neurosurgical patients. We did not find a significant improvement in the predictive performance of the model when GFR was estimated from Cys C.

Keywords: glomerular rate filtering; neurosurgical patients; population pharmacokinetics; serum creatinine; serum cystatin C; vancomycin.

Publication types

  • Comparative Study
  • Validation Study

MeSH terms

  • Adult
  • Age Factors
  • Anti-Bacterial Agents / administration & dosage
  • Anti-Bacterial Agents / pharmacokinetics*
  • Biomarkers / metabolism
  • Creatinine / blood
  • Cystatin C / blood
  • Female
  • Glomerular Filtration Rate
  • Humans
  • Kidney Function Tests
  • Male
  • Middle Aged
  • Models, Biological*
  • Neurosurgical Procedures / methods*
  • Nonlinear Dynamics
  • Retrospective Studies
  • Vancomycin / administration & dosage
  • Vancomycin / pharmacokinetics*

Substances

  • Anti-Bacterial Agents
  • Biomarkers
  • CST3 protein, human
  • Cystatin C
  • Vancomycin
  • Creatinine