Phylodynamics of H5N1 Highly Pathogenic Avian Influenza in Europe, 2005–2010: Potential for Molecular Surveillance of New Outbreaks

Previous Bayesian phylogeographic studies of H5N1 highly pathogenic avian influenza viruses (HPAIVs) explored the origin and spread of the epidemic from China into Russia, indicating that HPAIV circulated in Russia prior to its detection there in 2005. In this study, we extend this research to explo...

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Main Authors: Mohammad A. Alkhamis, Brian R. Moore, Andres M. Perez
Format: Article
Language:English
Published: MDPI AG 2015-06-01
Series:Viruses
Subjects:
Online Access:http://www.mdpi.com/1999-4915/7/6/2773
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spelling doaj-eb1d8aefdd80402f867cd4471ad36cb12020-11-24T23:07:07ZengMDPI AGViruses1999-49152015-06-01763310332810.3390/v7062773v7062773Phylodynamics of H5N1 Highly Pathogenic Avian Influenza in Europe, 2005–2010: Potential for Molecular Surveillance of New OutbreaksMohammad A. Alkhamis0Brian R. Moore1Andres M. Perez2Environmental and Life Sciences Research Center, Kuwait Institute for Scientific Research, Kuwait City, Safat 13109, KuwaitDepartment of Evolution and Ecology, Center for Population Biology, University of California Davis, Davis, CA 95616, USADepartment of Veterinary Population Medicine, College of Veterinary Medicine, University of Minnesota, St. Paul, MA 55108, USAPrevious Bayesian phylogeographic studies of H5N1 highly pathogenic avian influenza viruses (HPAIVs) explored the origin and spread of the epidemic from China into Russia, indicating that HPAIV circulated in Russia prior to its detection there in 2005. In this study, we extend this research to explore the evolution and spread of HPAIV within Europe during the 2005–2010 epidemic, using all available sequences of the hemagglutinin (HA) and neuraminidase (NA) gene regions that were collected in Europe and Russia during the outbreak. We use discrete-trait phylodynamic models within a Bayesian statistical framework to explore the evolution of HPAIV. Our results indicate that the genetic diversity and effective population size of HPAIV peaked between mid-2005 and early 2006, followed by drastic decline in 2007, which coincides with the end of the epidemic in Europe. Our results also suggest that domestic birds were the most likely source of the spread of the virus from Russia into Europe. Additionally, estimates of viral dispersal routes indicate that Russia, Romania, and Germany were key epicenters of these outbreaks. Our study quantifies the dynamics of a major European HPAIV pandemic and substantiates the ability of phylodynamic models to improve molecular surveillance of novel AIVs.http://www.mdpi.com/1999-4915/7/6/2773H5N1highly pathogenic avian influenzaphylodynamic modelsBayesian inferencephylogeographyEuropeRussiasurveillance
collection DOAJ
language English
format Article
sources DOAJ
author Mohammad A. Alkhamis
Brian R. Moore
Andres M. Perez
spellingShingle Mohammad A. Alkhamis
Brian R. Moore
Andres M. Perez
Phylodynamics of H5N1 Highly Pathogenic Avian Influenza in Europe, 2005–2010: Potential for Molecular Surveillance of New Outbreaks
Viruses
H5N1
highly pathogenic avian influenza
phylodynamic models
Bayesian inference
phylogeography
Europe
Russia
surveillance
author_facet Mohammad A. Alkhamis
Brian R. Moore
Andres M. Perez
author_sort Mohammad A. Alkhamis
title Phylodynamics of H5N1 Highly Pathogenic Avian Influenza in Europe, 2005–2010: Potential for Molecular Surveillance of New Outbreaks
title_short Phylodynamics of H5N1 Highly Pathogenic Avian Influenza in Europe, 2005–2010: Potential for Molecular Surveillance of New Outbreaks
title_full Phylodynamics of H5N1 Highly Pathogenic Avian Influenza in Europe, 2005–2010: Potential for Molecular Surveillance of New Outbreaks
title_fullStr Phylodynamics of H5N1 Highly Pathogenic Avian Influenza in Europe, 2005–2010: Potential for Molecular Surveillance of New Outbreaks
title_full_unstemmed Phylodynamics of H5N1 Highly Pathogenic Avian Influenza in Europe, 2005–2010: Potential for Molecular Surveillance of New Outbreaks
title_sort phylodynamics of h5n1 highly pathogenic avian influenza in europe, 2005–2010: potential for molecular surveillance of new outbreaks
publisher MDPI AG
series Viruses
issn 1999-4915
publishDate 2015-06-01
description Previous Bayesian phylogeographic studies of H5N1 highly pathogenic avian influenza viruses (HPAIVs) explored the origin and spread of the epidemic from China into Russia, indicating that HPAIV circulated in Russia prior to its detection there in 2005. In this study, we extend this research to explore the evolution and spread of HPAIV within Europe during the 2005–2010 epidemic, using all available sequences of the hemagglutinin (HA) and neuraminidase (NA) gene regions that were collected in Europe and Russia during the outbreak. We use discrete-trait phylodynamic models within a Bayesian statistical framework to explore the evolution of HPAIV. Our results indicate that the genetic diversity and effective population size of HPAIV peaked between mid-2005 and early 2006, followed by drastic decline in 2007, which coincides with the end of the epidemic in Europe. Our results also suggest that domestic birds were the most likely source of the spread of the virus from Russia into Europe. Additionally, estimates of viral dispersal routes indicate that Russia, Romania, and Germany were key epicenters of these outbreaks. Our study quantifies the dynamics of a major European HPAIV pandemic and substantiates the ability of phylodynamic models to improve molecular surveillance of novel AIVs.
topic H5N1
highly pathogenic avian influenza
phylodynamic models
Bayesian inference
phylogeography
Europe
Russia
surveillance
url http://www.mdpi.com/1999-4915/7/6/2773
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