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Rainfall and sentinel chicken seroconversions predict human cases of Murray Valley encephalitis in the north of Western Australia
Murray Valley encephalitis virus (MVEV) is a flavivirus that occurs in Australia and New Guinea. While clinical cases are uncommon, MVEV can cause severe encephalitis with high mortality. Sentinel chicken surveillance is used at many sites around Australia to provide an early warning system for risk...
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Published in: | BMC infectious diseases 2014-12, Vol.14 (1), p.672-672, Article 672 |
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description | Murray Valley encephalitis virus (MVEV) is a flavivirus that occurs in Australia and New Guinea. While clinical cases are uncommon, MVEV can cause severe encephalitis with high mortality. Sentinel chicken surveillance is used at many sites around Australia to provide an early warning system for risk of human infection in areas that have low population density and geographical remoteness. MVEV in Western Australia occurs in areas of low population density and geographical remoteness, resulting in logistical challenges with surveillance systems and few human cases. While epidemiological data has suggested an association between rainfall and MVEV activity in outbreak years, it has not been quantified, and the association between rainfall and sporadic cases is less clear. In this study we analysed 22 years of sentinel chicken and human case data from Western Australia in order to evaluate the effectiveness of sentinel chicken surveillance for MVEV and assess the association between rainfall and MVEV activity.
Sentinel chicken seroconversion, human case and rainfall data from the Kimberley and Pilbara regions of Western Australia from 1990 to 2011 were analysed using negative binomial regression. Sentinel chicken seroconversion and human cases were used as dependent variables in the model. The model was then tested against sentinel chicken and rainfall data from 2012 and 2013.
Sentinel chicken seroconversion preceded all human cases except two in March 1993. Rainfall in the prior three months was significantly associated with both sentinel chicken seroconversion and human cases across the regions of interest. Sentinel chicken seroconversion was also predictive of human cases in the models. The model predicted sentinel chicken seroconversion in the Kimberley but not in the Pilbara, where seroconversions early in 2012 were not predicted. The latter may be due to localised MVEV activity in isolated foci at dams, which do not reflect broader virus activity in the region.
We showed that rainfall and sentinel chickens provide a useful early warning of MVEV risk to humans across endemic and epidemic areas, and that a combination of the two indicators improves the ability to assess MVEV risk and inform risk management measures. |
doi_str_mv | 10.1186/s12879-014-0672-3 |
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Sentinel chicken seroconversion, human case and rainfall data from the Kimberley and Pilbara regions of Western Australia from 1990 to 2011 were analysed using negative binomial regression. Sentinel chicken seroconversion and human cases were used as dependent variables in the model. The model was then tested against sentinel chicken and rainfall data from 2012 and 2013.
Sentinel chicken seroconversion preceded all human cases except two in March 1993. Rainfall in the prior three months was significantly associated with both sentinel chicken seroconversion and human cases across the regions of interest. Sentinel chicken seroconversion was also predictive of human cases in the models. The model predicted sentinel chicken seroconversion in the Kimberley but not in the Pilbara, where seroconversions early in 2012 were not predicted. The latter may be due to localised MVEV activity in isolated foci at dams, which do not reflect broader virus activity in the region.
We showed that rainfall and sentinel chickens provide a useful early warning of MVEV risk to humans across endemic and epidemic areas, and that a combination of the two indicators improves the ability to assess MVEV risk and inform risk management measures.</description><identifier>ISSN: 1471-2334</identifier><identifier>EISSN: 1471-2334</identifier><identifier>DOI: 10.1186/s12879-014-0672-3</identifier><identifier>PMID: 25490948</identifier><language>eng</language><publisher>England: BioMed Central Ltd</publisher><subject>Analysis ; Animals ; Antibodies, Viral - immunology ; Arbovirus Infections - immunology ; Arbovirus Infections - veterinary ; Australia - epidemiology ; Chickens - immunology ; Disease Outbreaks ; Encephalitis ; Encephalitis Virus, Murray Valley - immunology ; Encephalitis, Arbovirus - epidemiology ; Epidemiology ; Health aspects ; Humans ; Mosquitoes ; Poultry ; Rain ; Sentinel Surveillance ; West Nile virus ; Western Australia - epidemiology</subject><ispartof>BMC infectious diseases, 2014-12, Vol.14 (1), p.672-672, Article 672</ispartof><rights>COPYRIGHT 2014 BioMed Central Ltd.</rights><rights>2014 Selvey et al.; licensee BioMed Central. 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 work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.</rights><rights>Selvey et al.; licensee BioMed Central. 2014</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c562t-13e7fea3df6de7e767de34bde2fc3dfd29ba2ecab531d9eb9a659e6583b14acd3</citedby><cites>FETCH-LOGICAL-c562t-13e7fea3df6de7e767de34bde2fc3dfd29ba2ecab531d9eb9a659e6583b14acd3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4273426/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/1639708503?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,25732,27903,27904,36991,36992,44569,53770,53772</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25490948$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Selvey, Linda A</creatorcontrib><creatorcontrib>Johansen, Cheryl A</creatorcontrib><creatorcontrib>Broom, Annette K</creatorcontrib><creatorcontrib>Antão, Catarina</creatorcontrib><creatorcontrib>Lindsay, Michael D</creatorcontrib><creatorcontrib>Mackenzie, John S</creatorcontrib><creatorcontrib>Smith, David W</creatorcontrib><title>Rainfall and sentinel chicken seroconversions predict human cases of Murray Valley encephalitis in the north of Western Australia</title><title>BMC infectious diseases</title><addtitle>BMC Infect Dis</addtitle><description>Murray Valley encephalitis virus (MVEV) is a flavivirus that occurs in Australia and New Guinea. While clinical cases are uncommon, MVEV can cause severe encephalitis with high mortality. Sentinel chicken surveillance is used at many sites around Australia to provide an early warning system for risk of human infection in areas that have low population density and geographical remoteness. MVEV in Western Australia occurs in areas of low population density and geographical remoteness, resulting in logistical challenges with surveillance systems and few human cases. While epidemiological data has suggested an association between rainfall and MVEV activity in outbreak years, it has not been quantified, and the association between rainfall and sporadic cases is less clear. In this study we analysed 22 years of sentinel chicken and human case data from Western Australia in order to evaluate the effectiveness of sentinel chicken surveillance for MVEV and assess the association between rainfall and MVEV activity.
Sentinel chicken seroconversion, human case and rainfall data from the Kimberley and Pilbara regions of Western Australia from 1990 to 2011 were analysed using negative binomial regression. Sentinel chicken seroconversion and human cases were used as dependent variables in the model. The model was then tested against sentinel chicken and rainfall data from 2012 and 2013.
Sentinel chicken seroconversion preceded all human cases except two in March 1993. Rainfall in the prior three months was significantly associated with both sentinel chicken seroconversion and human cases across the regions of interest. Sentinel chicken seroconversion was also predictive of human cases in the models. The model predicted sentinel chicken seroconversion in the Kimberley but not in the Pilbara, where seroconversions early in 2012 were not predicted. The latter may be due to localised MVEV activity in isolated foci at dams, which do not reflect broader virus activity in the region.
We showed that rainfall and sentinel chickens provide a useful early warning of MVEV risk to humans across endemic and epidemic areas, and that a combination of the two indicators improves the ability to assess MVEV risk and inform risk management measures.</description><subject>Analysis</subject><subject>Animals</subject><subject>Antibodies, Viral - immunology</subject><subject>Arbovirus Infections - immunology</subject><subject>Arbovirus Infections - veterinary</subject><subject>Australia - epidemiology</subject><subject>Chickens - immunology</subject><subject>Disease Outbreaks</subject><subject>Encephalitis</subject><subject>Encephalitis Virus, Murray Valley - immunology</subject><subject>Encephalitis, Arbovirus - epidemiology</subject><subject>Epidemiology</subject><subject>Health aspects</subject><subject>Humans</subject><subject>Mosquitoes</subject><subject>Poultry</subject><subject>Rain</subject><subject>Sentinel Surveillance</subject><subject>West Nile virus</subject><subject>Western Australia - epidemiology</subject><issn>1471-2334</issn><issn>1471-2334</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><recordid>eNqNkk1v1DAQhiMEoqXwA7ggS1zgkOKvxMkFaVXxUamoUoFytBx7snFJ7K3tVOyRf46jLaWLOCAfbI2feUcz8xbFc4KPCWnqN5HQRrQlJrzEtaAle1AcEi5ISRnjD--9D4onMV5hTERD28fFAa14i1veHBY_L5R1vRpHpJxBEVyyDkakB6u_g8uB4LV3NxCi9S6iTQBjdULDPCmHtIoQke_RpzkEtUWXWQe2CJyGzaBGm2xE1qE0AHI-pGFBv0FMEBxazTGFzKinxaNcP8Kz2_uo-Pr-3ZeTj-XZ-YfTk9VZqauappIwED0oZvragABRCwOMdwZor3PQ0LZTFLTqKkZMC12r6qqFumpYR7jShh0Vb3e6m7mbwOjcaq4vN8FOKmylV1bu_zg7yLW_kZwKxmmdBV7dCgR_Pec25GSjhnFUDvwcJamFYKJumiqjL_9Cr_wcXG4vU6wVuKkw-0Ot1Qgyr8HnunoRlauKtZXgDSaZOv4HlY-ByebdQG9zfC_h9V5CZhL8SGs1xyhPP1_8P3t-uc-SHauDjzFAfzc7guXiR7nzo8x-lIsf5dLii_tDv8v4bUD2C1-63Ng</recordid><startdate>20141210</startdate><enddate>20141210</enddate><creator>Selvey, Linda A</creator><creator>Johansen, Cheryl A</creator><creator>Broom, Annette K</creator><creator>Antão, Catarina</creator><creator>Lindsay, Michael D</creator><creator>Mackenzie, John S</creator><creator>Smith, David W</creator><general>BioMed Central Ltd</general><general>BioMed Central</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>IOV</scope><scope>ISR</scope><scope>3V.</scope><scope>7QL</scope><scope>7T2</scope><scope>7U9</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8C1</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>H94</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20141210</creationdate><title>Rainfall and sentinel chicken seroconversions predict human cases of Murray Valley encephalitis in the north of Western Australia</title><author>Selvey, Linda A ; Johansen, Cheryl A ; Broom, Annette K ; Antão, Catarina ; Lindsay, Michael D ; Mackenzie, John S ; Smith, David W</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c562t-13e7fea3df6de7e767de34bde2fc3dfd29ba2ecab531d9eb9a659e6583b14acd3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Analysis</topic><topic>Animals</topic><topic>Antibodies, Viral - immunology</topic><topic>Arbovirus Infections - immunology</topic><topic>Arbovirus Infections - veterinary</topic><topic>Australia - epidemiology</topic><topic>Chickens - immunology</topic><topic>Disease Outbreaks</topic><topic>Encephalitis</topic><topic>Encephalitis Virus, Murray Valley - immunology</topic><topic>Encephalitis, Arbovirus - epidemiology</topic><topic>Epidemiology</topic><topic>Health aspects</topic><topic>Humans</topic><topic>Mosquitoes</topic><topic>Poultry</topic><topic>Rain</topic><topic>Sentinel Surveillance</topic><topic>West Nile virus</topic><topic>Western Australia - epidemiology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Selvey, Linda A</creatorcontrib><creatorcontrib>Johansen, Cheryl A</creatorcontrib><creatorcontrib>Broom, Annette K</creatorcontrib><creatorcontrib>Antão, Catarina</creatorcontrib><creatorcontrib>Lindsay, Michael D</creatorcontrib><creatorcontrib>Mackenzie, John S</creatorcontrib><creatorcontrib>Smith, David W</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Gale in Context: Opposing Viewpoints</collection><collection>Gale in Context: Science</collection><collection>ProQuest Central (Corporate)</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Health and Safety Science Abstracts (Full archive)</collection><collection>Virology and AIDS Abstracts</collection><collection>Health Medical collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Public Health Database</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Publicly Available Content (ProQuest)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>BMC infectious diseases</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Selvey, Linda A</au><au>Johansen, Cheryl A</au><au>Broom, Annette K</au><au>Antão, Catarina</au><au>Lindsay, Michael D</au><au>Mackenzie, John S</au><au>Smith, David W</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Rainfall and sentinel chicken seroconversions predict human cases of Murray Valley encephalitis in the north of Western Australia</atitle><jtitle>BMC infectious diseases</jtitle><addtitle>BMC Infect Dis</addtitle><date>2014-12-10</date><risdate>2014</risdate><volume>14</volume><issue>1</issue><spage>672</spage><epage>672</epage><pages>672-672</pages><artnum>672</artnum><issn>1471-2334</issn><eissn>1471-2334</eissn><abstract>Murray Valley encephalitis virus (MVEV) is a flavivirus that occurs in Australia and New Guinea. While clinical cases are uncommon, MVEV can cause severe encephalitis with high mortality. Sentinel chicken surveillance is used at many sites around Australia to provide an early warning system for risk of human infection in areas that have low population density and geographical remoteness. MVEV in Western Australia occurs in areas of low population density and geographical remoteness, resulting in logistical challenges with surveillance systems and few human cases. While epidemiological data has suggested an association between rainfall and MVEV activity in outbreak years, it has not been quantified, and the association between rainfall and sporadic cases is less clear. In this study we analysed 22 years of sentinel chicken and human case data from Western Australia in order to evaluate the effectiveness of sentinel chicken surveillance for MVEV and assess the association between rainfall and MVEV activity.
Sentinel chicken seroconversion, human case and rainfall data from the Kimberley and Pilbara regions of Western Australia from 1990 to 2011 were analysed using negative binomial regression. Sentinel chicken seroconversion and human cases were used as dependent variables in the model. The model was then tested against sentinel chicken and rainfall data from 2012 and 2013.
Sentinel chicken seroconversion preceded all human cases except two in March 1993. Rainfall in the prior three months was significantly associated with both sentinel chicken seroconversion and human cases across the regions of interest. Sentinel chicken seroconversion was also predictive of human cases in the models. The model predicted sentinel chicken seroconversion in the Kimberley but not in the Pilbara, where seroconversions early in 2012 were not predicted. The latter may be due to localised MVEV activity in isolated foci at dams, which do not reflect broader virus activity in the region.
We showed that rainfall and sentinel chickens provide a useful early warning of MVEV risk to humans across endemic and epidemic areas, and that a combination of the two indicators improves the ability to assess MVEV risk and inform risk management measures.</abstract><cop>England</cop><pub>BioMed Central Ltd</pub><pmid>25490948</pmid><doi>10.1186/s12879-014-0672-3</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Analysis Animals Antibodies, Viral - immunology Arbovirus Infections - immunology Arbovirus Infections - veterinary Australia - epidemiology Chickens - immunology Disease Outbreaks Encephalitis Encephalitis Virus, Murray Valley - immunology Encephalitis, Arbovirus - epidemiology Epidemiology Health aspects Humans Mosquitoes Poultry Rain Sentinel Surveillance West Nile virus Western Australia - epidemiology |
title | Rainfall and sentinel chicken seroconversions predict human cases of Murray Valley encephalitis in the north of Western Australia |
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