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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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Autores principales: Chai, Ming G., Cotta, Menino O., Abdul-Aziz, Mohd H., Roberts, Jason A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7407796/
https://www.ncbi.nlm.nih.gov/pubmed/32645953
http://dx.doi.org/10.3390/pharmaceutics12070638
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author Chai, Ming G.
Cotta, Menino O.
Abdul-Aziz, Mohd H.
Roberts, Jason A.
author_facet Chai, Ming G.
Cotta, Menino O.
Abdul-Aziz, Mohd H.
Roberts, Jason A.
author_sort Chai, Ming G.
collection PubMed
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.
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spelling pubmed-74077962020-08-12 What Are the Current Approaches to Optimising Antimicrobial Dosing in the Intensive Care Unit? Chai, Ming G. Cotta, Menino O. Abdul-Aziz, Mohd H. Roberts, Jason A. Pharmaceutics Review 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. MDPI 2020-07-07 /pmc/articles/PMC7407796/ /pubmed/32645953 http://dx.doi.org/10.3390/pharmaceutics12070638 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Chai, Ming G.
Cotta, Menino O.
Abdul-Aziz, Mohd H.
Roberts, Jason A.
What Are the Current Approaches to Optimising Antimicrobial Dosing in the Intensive Care Unit?
title 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_short 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?
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7407796/
https://www.ncbi.nlm.nih.gov/pubmed/32645953
http://dx.doi.org/10.3390/pharmaceutics12070638
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