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Traveling Waves and Estimation of Minimal Wave Speed for a Diffusive Influenza Model with Multiple Strains

Antiviral treatment remains one of the key pharmacological interventions against influenza pandemic. However, widespread use of antiviral drugs brings with it the danger of drug resistance evolution. To assess the risk of the emergence and diffusion of resistance, in this paper, we develop a diffusi...

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Autores principales: Chen, Guoting, Fu, Xinchu, Sun, Mengfeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7487074/
https://www.ncbi.nlm.nih.gov/pubmed/32920726
http://dx.doi.org/10.1007/s11538-020-00799-8
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author Chen, Guoting
Fu, Xinchu
Sun, Mengfeng
author_facet Chen, Guoting
Fu, Xinchu
Sun, Mengfeng
author_sort Chen, Guoting
collection PubMed
description Antiviral treatment remains one of the key pharmacological interventions against influenza pandemic. However, widespread use of antiviral drugs brings with it the danger of drug resistance evolution. To assess the risk of the emergence and diffusion of resistance, in this paper, we develop a diffusive influenza model where influenza infection involves both drug-sensitive and drug-resistant strains. We first analyze its corresponding reaction model, whose reproduction numbers and equilibria are derived. The results show that the sensitive strains can be eliminated by treatment. Then, we establish the existence of the three kinds of traveling waves starting from the disease-free equilibrium, i.e., semi-traveling waves, strong traveling waves and persistent traveling waves, from which we can get some useful information (such as whether influenza will spread, asymptotic speed of propagation, the final state of the wavefront). On the other hand, we discuss three situations in which semi-traveling waves do not exist. When the control reproduction number [Formula: see text] is larger than 1, the conditions for the existence and nonexistence of traveling waves are determined completely by the reproduction numbers [Formula: see text] , [Formula: see text] and the wave speed c. Meanwhile, we give an interval estimation of minimal wave speed for influenza transmission, which has important guiding significance for the control of influenza in reality. Our findings demonstrate that the control of influenza depends not only on the rates of resistance emergence and transmission during treatment, but also on the diffusion rates of influenza strains, which have been overlooked in previous modeling studies. This suggests that antiviral treatment should be implemented appropriately, and infected individuals (especially with the resistant strain) should be tested and controlled effectively. Finally, we outline some future directions that deserve further investigation.
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spelling pubmed-74870742020-09-14 Traveling Waves and Estimation of Minimal Wave Speed for a Diffusive Influenza Model with Multiple Strains Chen, Guoting Fu, Xinchu Sun, Mengfeng Bull Math Biol Original Article Antiviral treatment remains one of the key pharmacological interventions against influenza pandemic. However, widespread use of antiviral drugs brings with it the danger of drug resistance evolution. To assess the risk of the emergence and diffusion of resistance, in this paper, we develop a diffusive influenza model where influenza infection involves both drug-sensitive and drug-resistant strains. We first analyze its corresponding reaction model, whose reproduction numbers and equilibria are derived. The results show that the sensitive strains can be eliminated by treatment. Then, we establish the existence of the three kinds of traveling waves starting from the disease-free equilibrium, i.e., semi-traveling waves, strong traveling waves and persistent traveling waves, from which we can get some useful information (such as whether influenza will spread, asymptotic speed of propagation, the final state of the wavefront). On the other hand, we discuss three situations in which semi-traveling waves do not exist. When the control reproduction number [Formula: see text] is larger than 1, the conditions for the existence and nonexistence of traveling waves are determined completely by the reproduction numbers [Formula: see text] , [Formula: see text] and the wave speed c. Meanwhile, we give an interval estimation of minimal wave speed for influenza transmission, which has important guiding significance for the control of influenza in reality. Our findings demonstrate that the control of influenza depends not only on the rates of resistance emergence and transmission during treatment, but also on the diffusion rates of influenza strains, which have been overlooked in previous modeling studies. This suggests that antiviral treatment should be implemented appropriately, and infected individuals (especially with the resistant strain) should be tested and controlled effectively. Finally, we outline some future directions that deserve further investigation. Springer US 2020-09-13 2020 /pmc/articles/PMC7487074/ /pubmed/32920726 http://dx.doi.org/10.1007/s11538-020-00799-8 Text en © Society for Mathematical Biology 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Original Article
Chen, Guoting
Fu, Xinchu
Sun, Mengfeng
Traveling Waves and Estimation of Minimal Wave Speed for a Diffusive Influenza Model with Multiple Strains
title Traveling Waves and Estimation of Minimal Wave Speed for a Diffusive Influenza Model with Multiple Strains
title_full Traveling Waves and Estimation of Minimal Wave Speed for a Diffusive Influenza Model with Multiple Strains
title_fullStr Traveling Waves and Estimation of Minimal Wave Speed for a Diffusive Influenza Model with Multiple Strains
title_full_unstemmed Traveling Waves and Estimation of Minimal Wave Speed for a Diffusive Influenza Model with Multiple Strains
title_short Traveling Waves and Estimation of Minimal Wave Speed for a Diffusive Influenza Model with Multiple Strains
title_sort traveling waves and estimation of minimal wave speed for a diffusive influenza model with multiple strains
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7487074/
https://www.ncbi.nlm.nih.gov/pubmed/32920726
http://dx.doi.org/10.1007/s11538-020-00799-8
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