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Aggressive or moderate drug therapy for infectious diseases? Trade-offs between different treatment goals at the individual and population levels
Antimicrobial resistance is one of the major public health threats of the 21(st) century. There is a pressing need to adopt more efficient treatment strategies in order to prevent the emergence and spread of resistant strains. The common approach is to treat patients with high drug doses, both to cl...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6742410/ https://www.ncbi.nlm.nih.gov/pubmed/31404059 http://dx.doi.org/10.1371/journal.pcbi.1007223 |
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author | Scire, Jérémie Hozé, Nathanaël Uecker, Hildegard |
author_facet | Scire, Jérémie Hozé, Nathanaël Uecker, Hildegard |
author_sort | Scire, Jérémie |
collection | PubMed |
description | Antimicrobial resistance is one of the major public health threats of the 21(st) century. There is a pressing need to adopt more efficient treatment strategies in order to prevent the emergence and spread of resistant strains. The common approach is to treat patients with high drug doses, both to clear the infection quickly and to reduce the risk of de novo resistance. Recently, several studies have argued that, at least in some cases, low-dose treatments could be more suitable to reduce the within-host emergence of antimicrobial resistance. However, the choice of a drug dose may have consequences at the population level, which has received little attention so far. Here, we study the influence of the drug dose on resistance and disease management at the host and population levels. We develop a nested two-strain model and unravel trade-offs in treatment benefits between an individual and the community. We use several measures to evaluate the benefits of any dose choice. Two measures focus on the emergence of resistance, at the host level and at the population level. The other two focus on the overall treatment success: the outbreak probability and the disease burden. We find that different measures can suggest different dosing strategies. In particular, we identify situations where low doses minimize the risk of emergence of resistance at the individual level, while high or intermediate doses prove most beneficial to improve the treatment efficiency or even to reduce the risk of resistance in the population. |
format | Online Article Text |
id | pubmed-6742410 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-67424102019-09-20 Aggressive or moderate drug therapy for infectious diseases? Trade-offs between different treatment goals at the individual and population levels Scire, Jérémie Hozé, Nathanaël Uecker, Hildegard PLoS Comput Biol Research Article Antimicrobial resistance is one of the major public health threats of the 21(st) century. There is a pressing need to adopt more efficient treatment strategies in order to prevent the emergence and spread of resistant strains. The common approach is to treat patients with high drug doses, both to clear the infection quickly and to reduce the risk of de novo resistance. Recently, several studies have argued that, at least in some cases, low-dose treatments could be more suitable to reduce the within-host emergence of antimicrobial resistance. However, the choice of a drug dose may have consequences at the population level, which has received little attention so far. Here, we study the influence of the drug dose on resistance and disease management at the host and population levels. We develop a nested two-strain model and unravel trade-offs in treatment benefits between an individual and the community. We use several measures to evaluate the benefits of any dose choice. Two measures focus on the emergence of resistance, at the host level and at the population level. The other two focus on the overall treatment success: the outbreak probability and the disease burden. We find that different measures can suggest different dosing strategies. In particular, we identify situations where low doses minimize the risk of emergence of resistance at the individual level, while high or intermediate doses prove most beneficial to improve the treatment efficiency or even to reduce the risk of resistance in the population. Public Library of Science 2019-08-12 /pmc/articles/PMC6742410/ /pubmed/31404059 http://dx.doi.org/10.1371/journal.pcbi.1007223 Text en © 2019 Scire et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Scire, Jérémie Hozé, Nathanaël Uecker, Hildegard Aggressive or moderate drug therapy for infectious diseases? Trade-offs between different treatment goals at the individual and population levels |
title | Aggressive or moderate drug therapy for infectious diseases? Trade-offs between different treatment goals at the individual and population levels |
title_full | Aggressive or moderate drug therapy for infectious diseases? Trade-offs between different treatment goals at the individual and population levels |
title_fullStr | Aggressive or moderate drug therapy for infectious diseases? Trade-offs between different treatment goals at the individual and population levels |
title_full_unstemmed | Aggressive or moderate drug therapy for infectious diseases? Trade-offs between different treatment goals at the individual and population levels |
title_short | Aggressive or moderate drug therapy for infectious diseases? Trade-offs between different treatment goals at the individual and population levels |
title_sort | aggressive or moderate drug therapy for infectious diseases? trade-offs between different treatment goals at the individual and population levels |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6742410/ https://www.ncbi.nlm.nih.gov/pubmed/31404059 http://dx.doi.org/10.1371/journal.pcbi.1007223 |
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