Population Pharmacokinetics and Limited Sampling Strategy for Therapeutic Drug Monitoring of Polymyxin B in Chinese Patients With Multidrug-Resistant Gram-Negative Bacterial Infections

Polymyxin B is used as a last therapeutic option for the treatment of multidrug-resistant Gram-negative bacterial infections. This study aimed to develop a population pharmacokinetic model and limited sampling strategy, a method to estimate the area under the concentration curve (AUC) by using a lim...

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Main Authors: Peile Wang, Qiwen Zhang, Zhenfeng Zhu, Min Feng, Tongwen Sun, Jing Yang, Xiaojian Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-06-01
Series:Frontiers in Pharmacology
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fphar.2020.00829/full
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spelling doaj-8659476cd8ae4e15bf21c5a04cea46642020-11-25T04:01:40ZengFrontiers Media S.A.Frontiers in Pharmacology1663-98122020-06-011110.3389/fphar.2020.00829543132Population Pharmacokinetics and Limited Sampling Strategy for Therapeutic Drug Monitoring of Polymyxin B in Chinese Patients With Multidrug-Resistant Gram-Negative Bacterial InfectionsPeile Wang0Peile Wang1Qiwen Zhang2Qiwen Zhang3Zhenfeng Zhu4Zhenfeng Zhu5Min Feng6Tongwen Sun7Jing Yang8Jing Yang9Xiaojian Zhang10Xiaojian Zhang11Department of Pharmacy, First Affiliated Hospital of Zhengzhou University, Zhengzhou, ChinaHenan Key Laboratory of Precision Clinical Pharmacy, Zhengzhou University, Zhengzhou, ChinaDepartment of Pharmacy, First Affiliated Hospital of Zhengzhou University, Zhengzhou, ChinaHenan Key Laboratory of Precision Clinical Pharmacy, Zhengzhou University, Zhengzhou, ChinaDepartment of Pharmacy, First Affiliated Hospital of Zhengzhou University, Zhengzhou, ChinaHenan Key Laboratory of Precision Clinical Pharmacy, Zhengzhou University, Zhengzhou, ChinaDepartment of ICU, First Affiliated Hospital of Zhengzhou University, Zhengzhou, ChinaDepartment of General ICU, First Affiliated Hospital of Zhengzhou University, Zhengzhou, ChinaDepartment of Pharmacy, First Affiliated Hospital of Zhengzhou University, Zhengzhou, ChinaHenan Key Laboratory of Precision Clinical Pharmacy, Zhengzhou University, Zhengzhou, ChinaDepartment of Pharmacy, First Affiliated Hospital of Zhengzhou University, Zhengzhou, ChinaHenan Key Laboratory of Precision Clinical Pharmacy, Zhengzhou University, Zhengzhou, ChinaPolymyxin B is used as a last therapeutic option for the treatment of multidrug-resistant Gram-negative bacterial infections. This study aimed to develop a population pharmacokinetic model and limited sampling strategy, a method to estimate the area under the concentration curve (AUC) by using a limited number of samples, to assist therapeutic drug monitoring of polymyxin B in Chinese patients. Population pharmacokinetic analysis was performed using Phoenix® NLME with data obtained from 46 adult patients at steady state. Various demographic variables were investigated as potential covariates for population pharmacokinetic modeling. The limited sampling strategies based on the Bayesian approach and multiple linear regression were validated using the intraclass correlation coefficient and Bland-Altman analysis. As a result, the data was described by a two-compartment population pharmacokinetic model. Through the modeling, creatinine clearance was found to be a statistically significant covariate influencing polymyxin B clearance. The limited sampling strategies showed the two-point model (C0h and C2h) could predict polymyxin B exposure with good linear relativity (r2 > 0.98), and the four-point model (C1h, C1.5h, C4h, and C8h) performed best in predicting polymyxin B AUC (r2 > 0.99). In conclusion, this study successfully developed a population pharmacokinetic model and limited sampling strategies that could be applied in clinical practice to assist in therapeutic drug monitoring of polymyxin B in Chinese patients.https://www.frontiersin.org/article/10.3389/fphar.2020.00829/fullpolymyxin Bpopulation pharmacokineticslimited sampling strategytherapeutic drug monitoringmultidrug-resistant Gram-negative bacterial infection
collection DOAJ
language English
format Article
sources DOAJ
author Peile Wang
Peile Wang
Qiwen Zhang
Qiwen Zhang
Zhenfeng Zhu
Zhenfeng Zhu
Min Feng
Tongwen Sun
Jing Yang
Jing Yang
Xiaojian Zhang
Xiaojian Zhang
spellingShingle Peile Wang
Peile Wang
Qiwen Zhang
Qiwen Zhang
Zhenfeng Zhu
Zhenfeng Zhu
Min Feng
Tongwen Sun
Jing Yang
Jing Yang
Xiaojian Zhang
Xiaojian Zhang
Population Pharmacokinetics and Limited Sampling Strategy for Therapeutic Drug Monitoring of Polymyxin B in Chinese Patients With Multidrug-Resistant Gram-Negative Bacterial Infections
Frontiers in Pharmacology
polymyxin B
population pharmacokinetics
limited sampling strategy
therapeutic drug monitoring
multidrug-resistant Gram-negative bacterial infection
author_facet Peile Wang
Peile Wang
Qiwen Zhang
Qiwen Zhang
Zhenfeng Zhu
Zhenfeng Zhu
Min Feng
Tongwen Sun
Jing Yang
Jing Yang
Xiaojian Zhang
Xiaojian Zhang
author_sort Peile Wang
title Population Pharmacokinetics and Limited Sampling Strategy for Therapeutic Drug Monitoring of Polymyxin B in Chinese Patients With Multidrug-Resistant Gram-Negative Bacterial Infections
title_short Population Pharmacokinetics and Limited Sampling Strategy for Therapeutic Drug Monitoring of Polymyxin B in Chinese Patients With Multidrug-Resistant Gram-Negative Bacterial Infections
title_full Population Pharmacokinetics and Limited Sampling Strategy for Therapeutic Drug Monitoring of Polymyxin B in Chinese Patients With Multidrug-Resistant Gram-Negative Bacterial Infections
title_fullStr Population Pharmacokinetics and Limited Sampling Strategy for Therapeutic Drug Monitoring of Polymyxin B in Chinese Patients With Multidrug-Resistant Gram-Negative Bacterial Infections
title_full_unstemmed Population Pharmacokinetics and Limited Sampling Strategy for Therapeutic Drug Monitoring of Polymyxin B in Chinese Patients With Multidrug-Resistant Gram-Negative Bacterial Infections
title_sort population pharmacokinetics and limited sampling strategy for therapeutic drug monitoring of polymyxin b in chinese patients with multidrug-resistant gram-negative bacterial infections
publisher Frontiers Media S.A.
series Frontiers in Pharmacology
issn 1663-9812
publishDate 2020-06-01
description Polymyxin B is used as a last therapeutic option for the treatment of multidrug-resistant Gram-negative bacterial infections. This study aimed to develop a population pharmacokinetic model and limited sampling strategy, a method to estimate the area under the concentration curve (AUC) by using a limited number of samples, to assist therapeutic drug monitoring of polymyxin B in Chinese patients. Population pharmacokinetic analysis was performed using Phoenix® NLME with data obtained from 46 adult patients at steady state. Various demographic variables were investigated as potential covariates for population pharmacokinetic modeling. The limited sampling strategies based on the Bayesian approach and multiple linear regression were validated using the intraclass correlation coefficient and Bland-Altman analysis. As a result, the data was described by a two-compartment population pharmacokinetic model. Through the modeling, creatinine clearance was found to be a statistically significant covariate influencing polymyxin B clearance. The limited sampling strategies showed the two-point model (C0h and C2h) could predict polymyxin B exposure with good linear relativity (r2 > 0.98), and the four-point model (C1h, C1.5h, C4h, and C8h) performed best in predicting polymyxin B AUC (r2 > 0.99). In conclusion, this study successfully developed a population pharmacokinetic model and limited sampling strategies that could be applied in clinical practice to assist in therapeutic drug monitoring of polymyxin B in Chinese patients.
topic polymyxin B
population pharmacokinetics
limited sampling strategy
therapeutic drug monitoring
multidrug-resistant Gram-negative bacterial infection
url https://www.frontiersin.org/article/10.3389/fphar.2020.00829/full
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