Retrospective space-time analysis of H5N1 Avian Influenza emergence in Thailand

<p>Abstract</p> <p>Background</p> <p>The highly pathogenic avian influenza (HPAI) H5N1 virus remains a worldwide threat to human and animal health, while the mechanisms explaining its epizootic emergence and re-emergence in poultry are largely unknown. Data from Thailan...

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Main Authors: Shanmugasundaram Jothiganesh, Gonzalez Jean-Paul, Souris Marc, Corvest Victoria, Kittayapong Pattamaporn
Format: Article
Language:English
Published: BMC 2010-01-01
Series:International Journal of Health Geographics
Online Access:http://www.ij-healthgeographics.com/content/9/1/3
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spelling doaj-4ffb6f1e2d1c4cec930f51f6a0dcd0b52020-11-24T20:53:46ZengBMCInternational Journal of Health Geographics1476-072X2010-01-0191310.1186/1476-072X-9-3Retrospective space-time analysis of H5N1 Avian Influenza emergence in ThailandShanmugasundaram JothiganeshGonzalez Jean-PaulSouris MarcCorvest VictoriaKittayapong Pattamaporn<p>Abstract</p> <p>Background</p> <p>The highly pathogenic avian influenza (HPAI) H5N1 virus remains a worldwide threat to human and animal health, while the mechanisms explaining its epizootic emergence and re-emergence in poultry are largely unknown. Data from Thailand, a country that experienced significant epidemics in poultry and has recorded suspicious cases of HPAI on a daily basis since 2004, are used here to study the process of emergence. A spatial approach is employed to describe all HPAI H5N1 virus epizootics from 2004 to 2008 and to characterize the pattern of emergence: multiple independent introductions of the virus followed by moderate local spread vs. very rare emergences followed by strong local spread and rare long range diffusion jumps. Sites where epizootics originate (by foreign introduction, local persistence, or long range jump) were selected from those to which the disease subsequently spreads using a filter based on relative date and position. The spatial distribution of these selected foci was statistically analyzed, and to differentiate environmental factors from long range diffusion, we investigate the relationship of these foci with environmental exposure factors and with rearing characteristics.</p> <p>Results</p> <p>During each wave of epizootics, the temporal occurrence of cases did not show a temporal interruption of more than a week. All foci were globally clustered; i.e., more than 90% of cases had a previous case within a 10 km range and a 21 day period of time, showing a strong local spread. We were able to estimate 60 km as the maximum distance for the local farm to farm dissemination process. The remaining "emergent" cases have occurred randomly over Thailand and did not show specific location, clusters, or trends. We found that these foci are not statistically related to specific environmental conditions or land cover characteristics, and most of them may be interpreted as long range diffusion jumps due to commercial practices.</p> <p>Conclusion</p> <p>We conclude that only a few foci appear to have been at the origin of each HPAI epidemic wave, leading to the practical action that surveillance and control must focus on farm to farm transmission rather than on emergence or wild fauna.</p> http://www.ij-healthgeographics.com/content/9/1/3
collection DOAJ
language English
format Article
sources DOAJ
author Shanmugasundaram Jothiganesh
Gonzalez Jean-Paul
Souris Marc
Corvest Victoria
Kittayapong Pattamaporn
spellingShingle Shanmugasundaram Jothiganesh
Gonzalez Jean-Paul
Souris Marc
Corvest Victoria
Kittayapong Pattamaporn
Retrospective space-time analysis of H5N1 Avian Influenza emergence in Thailand
International Journal of Health Geographics
author_facet Shanmugasundaram Jothiganesh
Gonzalez Jean-Paul
Souris Marc
Corvest Victoria
Kittayapong Pattamaporn
author_sort Shanmugasundaram Jothiganesh
title Retrospective space-time analysis of H5N1 Avian Influenza emergence in Thailand
title_short Retrospective space-time analysis of H5N1 Avian Influenza emergence in Thailand
title_full Retrospective space-time analysis of H5N1 Avian Influenza emergence in Thailand
title_fullStr Retrospective space-time analysis of H5N1 Avian Influenza emergence in Thailand
title_full_unstemmed Retrospective space-time analysis of H5N1 Avian Influenza emergence in Thailand
title_sort retrospective space-time analysis of h5n1 avian influenza emergence in thailand
publisher BMC
series International Journal of Health Geographics
issn 1476-072X
publishDate 2010-01-01
description <p>Abstract</p> <p>Background</p> <p>The highly pathogenic avian influenza (HPAI) H5N1 virus remains a worldwide threat to human and animal health, while the mechanisms explaining its epizootic emergence and re-emergence in poultry are largely unknown. Data from Thailand, a country that experienced significant epidemics in poultry and has recorded suspicious cases of HPAI on a daily basis since 2004, are used here to study the process of emergence. A spatial approach is employed to describe all HPAI H5N1 virus epizootics from 2004 to 2008 and to characterize the pattern of emergence: multiple independent introductions of the virus followed by moderate local spread vs. very rare emergences followed by strong local spread and rare long range diffusion jumps. Sites where epizootics originate (by foreign introduction, local persistence, or long range jump) were selected from those to which the disease subsequently spreads using a filter based on relative date and position. The spatial distribution of these selected foci was statistically analyzed, and to differentiate environmental factors from long range diffusion, we investigate the relationship of these foci with environmental exposure factors and with rearing characteristics.</p> <p>Results</p> <p>During each wave of epizootics, the temporal occurrence of cases did not show a temporal interruption of more than a week. All foci were globally clustered; i.e., more than 90% of cases had a previous case within a 10 km range and a 21 day period of time, showing a strong local spread. We were able to estimate 60 km as the maximum distance for the local farm to farm dissemination process. The remaining "emergent" cases have occurred randomly over Thailand and did not show specific location, clusters, or trends. We found that these foci are not statistically related to specific environmental conditions or land cover characteristics, and most of them may be interpreted as long range diffusion jumps due to commercial practices.</p> <p>Conclusion</p> <p>We conclude that only a few foci appear to have been at the origin of each HPAI epidemic wave, leading to the practical action that surveillance and control must focus on farm to farm transmission rather than on emergence or wild fauna.</p>
url http://www.ij-healthgeographics.com/content/9/1/3
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