Studies of antibiotic resistance within the patient, hospitals and the community using simple mathematical models

The emergence of antibiotic resistance in a wide variety of important pathogens of humans presents a worldwide threat to public health. This paper describes recent work on the use of mathematical models of the emergence and spread of resistance bacteria, on scales ranging from within the patient, in...

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Published in:Philosophical Transactions of the Royal Society of London. Series B: Biological Sciences
Main Authors: Austin, D. J., Anderson, R. M.
Format: Article in Journal/Newspaper
Language:English
Published: The Royal Society 1999
Subjects:
Online Access:http://dx.doi.org/10.1098/rstb.1999.0425
https://royalsocietypublishing.org/doi/pdf/10.1098/rstb.1999.0425
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spelling crroyalsociety:10.1098/rstb.1999.0425 2024-06-02T08:09:24+00:00 Studies of antibiotic resistance within the patient, hospitals and the community using simple mathematical models Austin, D. J. Anderson, R. M. Anderson, R. M. 1999 http://dx.doi.org/10.1098/rstb.1999.0425 https://royalsocietypublishing.org/doi/pdf/10.1098/rstb.1999.0425 en eng The Royal Society https://royalsociety.org/journals/ethics-policies/data-sharing-mining/ Philosophical Transactions of the Royal Society of London. Series B: Biological Sciences volume 354, issue 1384, page 721-738 ISSN 0962-8436 1471-2970 journal-article 1999 crroyalsociety https://doi.org/10.1098/rstb.1999.0425 2024-05-07T14:16:39Z The emergence of antibiotic resistance in a wide variety of important pathogens of humans presents a worldwide threat to public health. This paper describes recent work on the use of mathematical models of the emergence and spread of resistance bacteria, on scales ranging from within the patient, in hospitals and within communities of people. Model development starts within the treated patient, and pharmacokinetic and pharmacodynamic principles are melded within a framework that mirrors the interaction between bacterial population growth, drug treatment and the immunological responses targeted at the pathogen. The model helps identify areas in which more precise information is needed, particularly in the context of how drugs influence pathogen birth and death rates (pharmacodynamics). The next area addressed is the spread of multiply drug–resistant bacteria in hospital settings. Models of the transmission dynamics of the pathogen provide a framework for assessing the relative merits of different forms of intervention, and provide criteria for control or eradication. The model is applied to the spread of Vancomycin–resistant enterococci in an intensive care setting. This model framework is generalized to consider the spread of resistant organisms between hospitals. The model framework allows for heterogeneity in hospital size and highlights the importance of large hospitals in the maintenance of resistant organisms within a defined country. The spread of methicillin resistant Staphylococcus aureus (MRSA) in England and Wales provides a template for model construction and analysis. The final section addresses the emergence and spread of resistant organisms in communities of people and the dependence on the intensity of selection as measured by the volume or rate of drug use. Model output is fitted to data for Finland and Iceland and conclusions drawn concerning the key factors determining the rate of spread and decay once drug pressure is relaxed. Article in Journal/Newspaper Iceland The Royal Society Philosophical Transactions of the Royal Society of London. Series B: Biological Sciences 354 1384 721 738
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collection The Royal Society
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language English
description The emergence of antibiotic resistance in a wide variety of important pathogens of humans presents a worldwide threat to public health. This paper describes recent work on the use of mathematical models of the emergence and spread of resistance bacteria, on scales ranging from within the patient, in hospitals and within communities of people. Model development starts within the treated patient, and pharmacokinetic and pharmacodynamic principles are melded within a framework that mirrors the interaction between bacterial population growth, drug treatment and the immunological responses targeted at the pathogen. The model helps identify areas in which more precise information is needed, particularly in the context of how drugs influence pathogen birth and death rates (pharmacodynamics). The next area addressed is the spread of multiply drug–resistant bacteria in hospital settings. Models of the transmission dynamics of the pathogen provide a framework for assessing the relative merits of different forms of intervention, and provide criteria for control or eradication. The model is applied to the spread of Vancomycin–resistant enterococci in an intensive care setting. This model framework is generalized to consider the spread of resistant organisms between hospitals. The model framework allows for heterogeneity in hospital size and highlights the importance of large hospitals in the maintenance of resistant organisms within a defined country. The spread of methicillin resistant Staphylococcus aureus (MRSA) in England and Wales provides a template for model construction and analysis. The final section addresses the emergence and spread of resistant organisms in communities of people and the dependence on the intensity of selection as measured by the volume or rate of drug use. Model output is fitted to data for Finland and Iceland and conclusions drawn concerning the key factors determining the rate of spread and decay once drug pressure is relaxed.
author2 Anderson, R. M.
format Article in Journal/Newspaper
author Austin, D. J.
Anderson, R. M.
spellingShingle Austin, D. J.
Anderson, R. M.
Studies of antibiotic resistance within the patient, hospitals and the community using simple mathematical models
author_facet Austin, D. J.
Anderson, R. M.
author_sort Austin, D. J.
title Studies of antibiotic resistance within the patient, hospitals and the community using simple mathematical models
title_short Studies of antibiotic resistance within the patient, hospitals and the community using simple mathematical models
title_full Studies of antibiotic resistance within the patient, hospitals and the community using simple mathematical models
title_fullStr Studies of antibiotic resistance within the patient, hospitals and the community using simple mathematical models
title_full_unstemmed Studies of antibiotic resistance within the patient, hospitals and the community using simple mathematical models
title_sort studies of antibiotic resistance within the patient, hospitals and the community using simple mathematical models
publisher The Royal Society
publishDate 1999
url http://dx.doi.org/10.1098/rstb.1999.0425
https://royalsocietypublishing.org/doi/pdf/10.1098/rstb.1999.0425
genre Iceland
genre_facet Iceland
op_source Philosophical Transactions of the Royal Society of London. Series B: Biological Sciences
volume 354, issue 1384, page 721-738
ISSN 0962-8436 1471-2970
op_rights https://royalsociety.org/journals/ethics-policies/data-sharing-mining/
op_doi https://doi.org/10.1098/rstb.1999.0425
container_title Philosophical Transactions of the Royal Society of London. Series B: Biological Sciences
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container_issue 1384
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