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Application of Pharmacometrics in Pharmacotherapy: Open-Source Software for Vancomycin Therapeutic Drug Management

Authors :
Soo Hyeon Bae
Dong-Seok Yim
Hyemi Lee
Ae-Ryoung Park
Ji-Eun Kwon
Hirata Sumiko
Seunghoon Han
Source :
Pharmaceutics, Vol 11, Iss 5, p 224 (2019)
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.

Details

Language :
English
ISSN :
19994923
Volume :
11
Issue :
5
Database :
Directory of Open Access Journals
Journal :
Pharmaceutics
Publication Type :
Academic Journal
Accession number :
edsdoj.44be5cfeb4964220936bbc00d344051d
Document Type :
article
Full Text :
https://doi.org/10.3390/pharmaceutics11050224