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Life cycle synchronization is a viral drug resistance mechanism
Viral infections are one of the major causes of death worldwide, with HIV infection alone resulting in over 1.2 million casualties per year. Antiviral drugs are now being administered for a variety of viral infections, including HIV, hepatitis B and C, and influenza. These therapies target a specifi...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5813899/ https://www.ncbi.nlm.nih.gov/pubmed/29447150 http://dx.doi.org/10.1371/journal.pcbi.1005947 |
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author | Neagu, Iulia A. Olejarz, Jason Freeman, Mark Rosenbloom, Daniel I.S. Nowak, Martin A. Hill, Alison L. |
author_facet | Neagu, Iulia A. Olejarz, Jason Freeman, Mark Rosenbloom, Daniel I.S. Nowak, Martin A. Hill, Alison L. |
author_sort | Neagu, Iulia A. |
collection | PubMed |
description | Viral infections are one of the major causes of death worldwide, with HIV infection alone resulting in over 1.2 million casualties per year. Antiviral drugs are now being administered for a variety of viral infections, including HIV, hepatitis B and C, and influenza. These therapies target a specific phase of the virus’s life cycle, yet their ultimate success depends on a variety of factors, such as adherence to a prescribed regimen and the emergence of viral drug resistance. The epidemiology and evolution of drug resistance have been extensively characterized, and it is generally assumed that drug resistance arises from mutations that alter the virus’s susceptibility to the direct action of the drug. In this paper, we consider the possibility that a virus population can evolve towards synchronizing its life cycle with the pattern of drug therapy. The periodicity of the drug treatment could then allow for a virus strain whose life cycle length is a multiple of the dosing interval to replicate only when the concentration of the drug is lowest. This process, referred to as “drug tolerance by synchronization”, could allow the virus population to maximize its overall fitness without having to alter drug binding or complete its life cycle in the drug’s presence. We use mathematical models and stochastic simulations to show that life cycle synchronization can indeed be a mechanism of viral drug tolerance. We show that this effect is more likely to occur when the variability in both viral life cycle and drug dose timing are low. More generally, we find that in the presence of periodic drug levels, time-averaged calculations of viral fitness do not accurately predict drug levels needed to eradicate infection, even if there is no synchronization. We derive an analytical expression for viral fitness that is sufficient to explain the drug-pattern-dependent survival of strains with any life cycle length. We discuss the implications of these findings for clinically relevant antiviral strategies. |
format | Online Article Text |
id | pubmed-5813899 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-58138992018-03-02 Life cycle synchronization is a viral drug resistance mechanism Neagu, Iulia A. Olejarz, Jason Freeman, Mark Rosenbloom, Daniel I.S. Nowak, Martin A. Hill, Alison L. PLoS Comput Biol Research Article Viral infections are one of the major causes of death worldwide, with HIV infection alone resulting in over 1.2 million casualties per year. Antiviral drugs are now being administered for a variety of viral infections, including HIV, hepatitis B and C, and influenza. These therapies target a specific phase of the virus’s life cycle, yet their ultimate success depends on a variety of factors, such as adherence to a prescribed regimen and the emergence of viral drug resistance. The epidemiology and evolution of drug resistance have been extensively characterized, and it is generally assumed that drug resistance arises from mutations that alter the virus’s susceptibility to the direct action of the drug. In this paper, we consider the possibility that a virus population can evolve towards synchronizing its life cycle with the pattern of drug therapy. The periodicity of the drug treatment could then allow for a virus strain whose life cycle length is a multiple of the dosing interval to replicate only when the concentration of the drug is lowest. This process, referred to as “drug tolerance by synchronization”, could allow the virus population to maximize its overall fitness without having to alter drug binding or complete its life cycle in the drug’s presence. We use mathematical models and stochastic simulations to show that life cycle synchronization can indeed be a mechanism of viral drug tolerance. We show that this effect is more likely to occur when the variability in both viral life cycle and drug dose timing are low. More generally, we find that in the presence of periodic drug levels, time-averaged calculations of viral fitness do not accurately predict drug levels needed to eradicate infection, even if there is no synchronization. We derive an analytical expression for viral fitness that is sufficient to explain the drug-pattern-dependent survival of strains with any life cycle length. We discuss the implications of these findings for clinically relevant antiviral strategies. Public Library of Science 2018-02-15 /pmc/articles/PMC5813899/ /pubmed/29447150 http://dx.doi.org/10.1371/journal.pcbi.1005947 Text en © 2018 Neagu 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 Neagu, Iulia A. Olejarz, Jason Freeman, Mark Rosenbloom, Daniel I.S. Nowak, Martin A. Hill, Alison L. Life cycle synchronization is a viral drug resistance mechanism |
title | Life cycle synchronization is a viral drug resistance mechanism |
title_full | Life cycle synchronization is a viral drug resistance mechanism |
title_fullStr | Life cycle synchronization is a viral drug resistance mechanism |
title_full_unstemmed | Life cycle synchronization is a viral drug resistance mechanism |
title_short | Life cycle synchronization is a viral drug resistance mechanism |
title_sort | life cycle synchronization is a viral drug resistance mechanism |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5813899/ https://www.ncbi.nlm.nih.gov/pubmed/29447150 http://dx.doi.org/10.1371/journal.pcbi.1005947 |
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