What Are the Current Approaches to Optimising Antimicrobial Dosing in the Intensive Care Unit?

Antimicrobial dosing in the intensive care unit (ICU) can be problematic due to various challenges including unique physiological changes observed in critically ill patients and the presence of pathogens with reduced susceptibility. These challenges result in reduced likelihood of standard antimicro...

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Main Authors: Ming G. Chai, Menino O. Cotta, Mohd H. Abdul-Aziz, Jason A. Roberts
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Pharmaceutics
Subjects:
Online Access:https://www.mdpi.com/1999-4923/12/7/638
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spelling doaj-78223cb7c0ea43b29f0869728bf734852020-11-25T03:56:32ZengMDPI AGPharmaceutics1999-49232020-07-011263863810.3390/pharmaceutics12070638What Are the Current Approaches to Optimising Antimicrobial Dosing in the Intensive Care Unit?Ming G. Chai0Menino O. Cotta1Mohd H. Abdul-Aziz2Jason A. Roberts3University of Queensland Centre for Clinical Research (UQCCR), Faculty of Medicine, The University of Queensland, Brisbane 4006, AusstraliaUniversity of Queensland Centre for Clinical Research (UQCCR), Faculty of Medicine, The University of Queensland, Brisbane 4006, AusstraliaUniversity of Queensland Centre for Clinical Research (UQCCR), Faculty of Medicine, The University of Queensland, Brisbane 4006, AusstraliaUniversity of Queensland Centre for Clinical Research (UQCCR), Faculty of Medicine, The University of Queensland, Brisbane 4006, AusstraliaAntimicrobial dosing in the intensive care unit (ICU) can be problematic due to various challenges including unique physiological changes observed in critically ill patients and the presence of pathogens with reduced susceptibility. These challenges result in reduced likelihood of standard antimicrobial dosing regimens achieving target exposures associated with optimal patient outcomes. Therefore, the aim of this review is to explore the various methods for optimisation of antimicrobial dosing in ICU patients. Dosing nomograms developed from pharmacokinetic/statistical models and therapeutic drug monitoring are commonly used. However, recent advances in mathematical and statistical modelling have resulted in the development of novel dosing software that utilise Bayesian forecasting and/or artificial intelligence. These programs utilise therapeutic drug monitoring results to further personalise antimicrobial therapy based on each patient’s clinical characteristics. Studies quantifying the clinical and cost benefits associated with dosing software are required before widespread use as a point-of-care system can be justified.https://www.mdpi.com/1999-4923/12/7/638nomogramsoftwareantimicrobialscritical illnesspharmacokineticsBayesian forecasting
collection DOAJ
language English
format Article
sources DOAJ
author Ming G. Chai
Menino O. Cotta
Mohd H. Abdul-Aziz
Jason A. Roberts
spellingShingle Ming G. Chai
Menino O. Cotta
Mohd H. Abdul-Aziz
Jason A. Roberts
What Are the Current Approaches to Optimising Antimicrobial Dosing in the Intensive Care Unit?
Pharmaceutics
nomogram
software
antimicrobials
critical illness
pharmacokinetics
Bayesian forecasting
author_facet Ming G. Chai
Menino O. Cotta
Mohd H. Abdul-Aziz
Jason A. Roberts
author_sort Ming G. Chai
title What Are the Current Approaches to Optimising Antimicrobial Dosing in the Intensive Care Unit?
title_short What Are the Current Approaches to Optimising Antimicrobial Dosing in the Intensive Care Unit?
title_full What Are the Current Approaches to Optimising Antimicrobial Dosing in the Intensive Care Unit?
title_fullStr What Are the Current Approaches to Optimising Antimicrobial Dosing in the Intensive Care Unit?
title_full_unstemmed What Are the Current Approaches to Optimising Antimicrobial Dosing in the Intensive Care Unit?
title_sort what are the current approaches to optimising antimicrobial dosing in the intensive care unit?
publisher MDPI AG
series Pharmaceutics
issn 1999-4923
publishDate 2020-07-01
description Antimicrobial dosing in the intensive care unit (ICU) can be problematic due to various challenges including unique physiological changes observed in critically ill patients and the presence of pathogens with reduced susceptibility. These challenges result in reduced likelihood of standard antimicrobial dosing regimens achieving target exposures associated with optimal patient outcomes. Therefore, the aim of this review is to explore the various methods for optimisation of antimicrobial dosing in ICU patients. Dosing nomograms developed from pharmacokinetic/statistical models and therapeutic drug monitoring are commonly used. However, recent advances in mathematical and statistical modelling have resulted in the development of novel dosing software that utilise Bayesian forecasting and/or artificial intelligence. These programs utilise therapeutic drug monitoring results to further personalise antimicrobial therapy based on each patient’s clinical characteristics. Studies quantifying the clinical and cost benefits associated with dosing software are required before widespread use as a point-of-care system can be justified.
topic nomogram
software
antimicrobials
critical illness
pharmacokinetics
Bayesian forecasting
url https://www.mdpi.com/1999-4923/12/7/638
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