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Assessing the public health impact of tolerance-based therapies with mathematical models

Disease tolerance is a defense strategy against infections that aims at maintaining host health even at high pathogen replication or load. Tolerance mechanisms are currently intensively studied with the long-term goal of exploiting them therapeutically. Because tolerance-based treatment imposes less...

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Detalles Bibliográficos
Autores principales: Hozé, Nathanaël, Bonhoeffer, Sebastian, Regoes, Roland
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5955582/
https://www.ncbi.nlm.nih.gov/pubmed/29727455
http://dx.doi.org/10.1371/journal.pcbi.1006119
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author Hozé, Nathanaël
Bonhoeffer, Sebastian
Regoes, Roland
author_facet Hozé, Nathanaël
Bonhoeffer, Sebastian
Regoes, Roland
author_sort Hozé, Nathanaël
collection PubMed
description Disease tolerance is a defense strategy against infections that aims at maintaining host health even at high pathogen replication or load. Tolerance mechanisms are currently intensively studied with the long-term goal of exploiting them therapeutically. Because tolerance-based treatment imposes less selective pressure on the pathogen it has been hypothesised to be “evolution-proof”. However, the primary public health goal is to reduce the incidence and mortality associated with a disease. From this perspective, tolerance-based treatment bears the risk of increasing the prevalence of the disease, which may lead to increased mortality. We assessed the promise of tolerance-based treatment strategies using mathematical models. Conventional treatment was implemented as an increased recovery rate, while tolerance-based treatment was assumed to reduce the disease-related mortality of infected hosts without affecting recovery. We investigated the endemic phase of two types of infections: acute and chronic. Additionally, we considered the effect of pathogen resistance against conventional treatment. We show that, for low coverage of tolerance-based treatment, chronic infections can cause even more deaths than without treatment. Overall, we found that conventional treatment always outperforms tolerance-based treatment, even when we allow the emergence of pathogen resistance. Our results cast doubt on the potential benefit of tolerance-based over conventional treatment. Any clinical application of tolerance-based treatment of infectious diseases has to consider the associated detrimental epidemiological feedback.
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spelling pubmed-59555822018-05-25 Assessing the public health impact of tolerance-based therapies with mathematical models Hozé, Nathanaël Bonhoeffer, Sebastian Regoes, Roland PLoS Comput Biol Research Article Disease tolerance is a defense strategy against infections that aims at maintaining host health even at high pathogen replication or load. Tolerance mechanisms are currently intensively studied with the long-term goal of exploiting them therapeutically. Because tolerance-based treatment imposes less selective pressure on the pathogen it has been hypothesised to be “evolution-proof”. However, the primary public health goal is to reduce the incidence and mortality associated with a disease. From this perspective, tolerance-based treatment bears the risk of increasing the prevalence of the disease, which may lead to increased mortality. We assessed the promise of tolerance-based treatment strategies using mathematical models. Conventional treatment was implemented as an increased recovery rate, while tolerance-based treatment was assumed to reduce the disease-related mortality of infected hosts without affecting recovery. We investigated the endemic phase of two types of infections: acute and chronic. Additionally, we considered the effect of pathogen resistance against conventional treatment. We show that, for low coverage of tolerance-based treatment, chronic infections can cause even more deaths than without treatment. Overall, we found that conventional treatment always outperforms tolerance-based treatment, even when we allow the emergence of pathogen resistance. Our results cast doubt on the potential benefit of tolerance-based over conventional treatment. Any clinical application of tolerance-based treatment of infectious diseases has to consider the associated detrimental epidemiological feedback. Public Library of Science 2018-05-04 /pmc/articles/PMC5955582/ /pubmed/29727455 http://dx.doi.org/10.1371/journal.pcbi.1006119 Text en © 2018 Hozé 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
Hozé, Nathanaël
Bonhoeffer, Sebastian
Regoes, Roland
Assessing the public health impact of tolerance-based therapies with mathematical models
title Assessing the public health impact of tolerance-based therapies with mathematical models
title_full Assessing the public health impact of tolerance-based therapies with mathematical models
title_fullStr Assessing the public health impact of tolerance-based therapies with mathematical models
title_full_unstemmed Assessing the public health impact of tolerance-based therapies with mathematical models
title_short Assessing the public health impact of tolerance-based therapies with mathematical models
title_sort assessing the public health impact of tolerance-based therapies with mathematical models
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5955582/
https://www.ncbi.nlm.nih.gov/pubmed/29727455
http://dx.doi.org/10.1371/journal.pcbi.1006119
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