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Application of Pharmacometrics in Pharmacotherapy: Open-Source Software for Vancomycin Therapeutic Drug Management
- Source :
- Pharmaceutics, Vol 11, Iss 5, p 224 (2019), Pharmaceutics, Volume 11, Issue 5
- Publication Year :
- 2019
- Publisher :
- MDPI AG, 2019.
-
Abstract
- The population pharmacokinetic (PK) parameters that are implemented in therapeutic drug management (TDM) software were generally obtained from a Western population and might not be adequate for PK prediction with a Korean population. This study aimed to develop a population PK model for vancomycin using Korean data to improve the quality of TDM for Korean patients. A total of 220 patients (1020 observations) who received vancomycin TDM services were included in the dataset. A population PK analysis was performed using non-linear mixed effects modeling, and a covariate evaluation was conducted. A two-compartment model with first-order elimination best explained the vancomycin PK, with estimates of 2.82 L/h, 31.8 L, 11.7 L/h, and 75.4 L for CL, V1, Q, and V2, respectively. In the covariate analysis, weight correlated with the volume of the peripheral compartment, and creatinine clearance, hemodialysis, and continuous renal replacement therapy treatments contributed to the clearance of vancomycin. The results show the clear need to optimize the PK parameters used for TDM in Korean patients. Specifically, V1 should be smaller for Korean patients, and renal replacement therapies should be considered in TDM practice. This final model was successfully applied in R shiny as open-source software for Koreans.
- Subjects :
- medicine.medical_specialty
medicine.medical_treatment
open-source software
Population
vancomycin
Pharmaceutical Science
Renal function
lcsh:RS1-441
Korean
030501 epidemiology
030226 pharmacology & pharmacy
Article
lcsh:Pharmacy and materia medica
03 medical and health sciences
0302 clinical medicine
Pharmacotherapy
therapeutic drug management
Pharmacokinetics
population pharmacokinetics
Internal medicine
medicine
Renal replacement therapy
education
education.field_of_study
business.industry
Pharmacometrics
Vancomycin
Hemodialysis
0305 other medical science
business
medicine.drug
Subjects
Details
- Language :
- English
- ISSN :
- 19994923
- Volume :
- 11
- Issue :
- 5
- Database :
- OpenAIRE
- Journal :
- Pharmaceutics
- Accession number :
- edsair.doi.dedup.....90e9a404318b36a7e855626f832f29bd