Disrupting seasonality to control disease outbreaks: The case of koi herpes virus
Common carp accounts for a substantial proportion of global freshwater aquaculture production. Koi herpes virus (KHV), a highly virulent disease affecting carp that emerged in the late 1990s, is a serious threat to this industry. After a fish is infected with KHV, there is a temperature dependent de...
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description | Common carp accounts for a substantial proportion of global freshwater aquaculture production. Koi herpes virus (KHV), a highly virulent disease affecting carp that emerged in the late 1990s, is a serious threat to this industry. After a fish is infected with KHV, there is a temperature dependent delay before it becomes infectious, and a further delay before mortality. Consequently, KHV epidemiology is driven by seasonal changes in water temperature. Also, it has been proposed that outbreaks could be controlled by responsive management of water temperature in aquaculture setups. We use a mathematical model to analyse the effect of seasonal temperature cycles on KHV epidemiology, and the impact of attempting to control outbreaks by disrupting this cycle. We show that, although disease progression is fast in summer and slow in winter, total mortality over a 2-year period is similar for outbreaks that start in either season. However, for outbreaks that start in late autumn, mortality may be low and immunity high. A single bout of water temperature management can be an effective outbreak control strategy if it is started as soon as dead fish are detected and maintained for a long time. It can also be effective if the frequency of infectious fish is used as an indicator for the beginning of treatment. In this case, however, there is a risk that starting the treatment too soon will increase mortality relative to the case when no treatment is used. This counterproductive effect can be avoided if multiple bouts of temperature management are used. We conclude that disrupting normal seasonal patterns in water temperature can be an effective strategy for controlling koi herpes virus. Exploiting the seasonal patterns, possibly in combination with temperature management, can also induce widespread immunity to KHV in a cohort of fish. However, employing these methods successfully requires careful assessment to ensure that the treatment is started, and finished, at the correct time. |
doi_str_mv | 10.1016/j.jtbi.2010.12.004 |
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Koi herpes virus (KHV), a highly virulent disease affecting carp that emerged in the late 1990s, is a serious threat to this industry. After a fish is infected with KHV, there is a temperature dependent delay before it becomes infectious, and a further delay before mortality. Consequently, KHV epidemiology is driven by seasonal changes in water temperature. Also, it has been proposed that outbreaks could be controlled by responsive management of water temperature in aquaculture setups. We use a mathematical model to analyse the effect of seasonal temperature cycles on KHV epidemiology, and the impact of attempting to control outbreaks by disrupting this cycle. We show that, although disease progression is fast in summer and slow in winter, total mortality over a 2-year period is similar for outbreaks that start in either season. However, for outbreaks that start in late autumn, mortality may be low and immunity high. A single bout of water temperature management can be an effective outbreak control strategy if it is started as soon as dead fish are detected and maintained for a long time. It can also be effective if the frequency of infectious fish is used as an indicator for the beginning of treatment. In this case, however, there is a risk that starting the treatment too soon will increase mortality relative to the case when no treatment is used. This counterproductive effect can be avoided if multiple bouts of temperature management are used. We conclude that disrupting normal seasonal patterns in water temperature can be an effective strategy for controlling koi herpes virus. Exploiting the seasonal patterns, possibly in combination with temperature management, can also induce widespread immunity to KHV in a cohort of fish. However, employing these methods successfully requires careful assessment to ensure that the treatment is started, and finished, at the correct time.</description><identifier>ISSN: 0022-5193</identifier><identifier>EISSN: 1095-8541</identifier><identifier>DOI: 10.1016/j.jtbi.2010.12.004</identifier><identifier>PMID: 21145328</identifier><language>eng</language><publisher>England: Elsevier Ltd</publisher><subject>Algorithms ; Animals ; Aquaculture ; Aquaculture - methods ; autumn ; Carps - virology ; Cyprinus carpio ; Delay equation ; disease control ; disease course ; disease outbreaks ; Disease Outbreaks - prevention & control ; Fish Diseases - epidemiology ; Fish Diseases - prevention & control ; Freshwater ; freshwater aquaculture ; Herpesviridae Infections - epidemiology ; Herpesviridae Infections - prevention & control ; Herpesviridae Infections - transmission ; Herpesviridae Infections - veterinary ; Herpesvirus ; immunity ; industry ; KHV ; koi ; Koi herpes virus ; mathematical models ; Models, Biological ; mortality ; risk ; seasonal variation ; Seasonality ; Seasons ; summer ; Temperature ; viruses ; Water ; water management ; water temperature ; winter</subject><ispartof>Journal of theoretical biology, 2011-02, Vol.271 (1), p.159-165</ispartof><rights>2010 Elsevier Ltd</rights><rights>Copyright © 2010 Elsevier Ltd. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c478t-1881f0ee80f7905fa4e5813f636ef2345daa9948e82da6e1dc474547d3db47523</citedby><cites>FETCH-LOGICAL-c478t-1881f0ee80f7905fa4e5813f636ef2345daa9948e82da6e1dc474547d3db47523</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0022519310006466$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3536,27903,27904,65309</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/21145328$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Omori, Ryosuke</creatorcontrib><creatorcontrib>Adams, Ben</creatorcontrib><title>Disrupting seasonality to control disease outbreaks: The case of koi herpes virus</title><title>Journal of theoretical biology</title><addtitle>J Theor Biol</addtitle><description>Common carp accounts for a substantial proportion of global freshwater aquaculture production. Koi herpes virus (KHV), a highly virulent disease affecting carp that emerged in the late 1990s, is a serious threat to this industry. After a fish is infected with KHV, there is a temperature dependent delay before it becomes infectious, and a further delay before mortality. Consequently, KHV epidemiology is driven by seasonal changes in water temperature. Also, it has been proposed that outbreaks could be controlled by responsive management of water temperature in aquaculture setups. We use a mathematical model to analyse the effect of seasonal temperature cycles on KHV epidemiology, and the impact of attempting to control outbreaks by disrupting this cycle. We show that, although disease progression is fast in summer and slow in winter, total mortality over a 2-year period is similar for outbreaks that start in either season. However, for outbreaks that start in late autumn, mortality may be low and immunity high. A single bout of water temperature management can be an effective outbreak control strategy if it is started as soon as dead fish are detected and maintained for a long time. It can also be effective if the frequency of infectious fish is used as an indicator for the beginning of treatment. In this case, however, there is a risk that starting the treatment too soon will increase mortality relative to the case when no treatment is used. This counterproductive effect can be avoided if multiple bouts of temperature management are used. We conclude that disrupting normal seasonal patterns in water temperature can be an effective strategy for controlling koi herpes virus. Exploiting the seasonal patterns, possibly in combination with temperature management, can also induce widespread immunity to KHV in a cohort of fish. However, employing these methods successfully requires careful assessment to ensure that the treatment is started, and finished, at the correct time.</description><subject>Algorithms</subject><subject>Animals</subject><subject>Aquaculture</subject><subject>Aquaculture - methods</subject><subject>autumn</subject><subject>Carps - virology</subject><subject>Cyprinus carpio</subject><subject>Delay equation</subject><subject>disease control</subject><subject>disease course</subject><subject>disease outbreaks</subject><subject>Disease Outbreaks - prevention & control</subject><subject>Fish Diseases - epidemiology</subject><subject>Fish Diseases - prevention & control</subject><subject>Freshwater</subject><subject>freshwater aquaculture</subject><subject>Herpesviridae Infections - epidemiology</subject><subject>Herpesviridae Infections - prevention & control</subject><subject>Herpesviridae Infections - transmission</subject><subject>Herpesviridae Infections - veterinary</subject><subject>Herpesvirus</subject><subject>immunity</subject><subject>industry</subject><subject>KHV</subject><subject>koi</subject><subject>Koi herpes virus</subject><subject>mathematical models</subject><subject>Models, Biological</subject><subject>mortality</subject><subject>risk</subject><subject>seasonal variation</subject><subject>Seasonality</subject><subject>Seasons</subject><subject>summer</subject><subject>Temperature</subject><subject>viruses</subject><subject>Water</subject><subject>water management</subject><subject>water temperature</subject><subject>winter</subject><issn>0022-5193</issn><issn>1095-8541</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2011</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kU1v1DAQhi1ERZfCH-AAvpVLlvFnHMSlKl-VKiFEe7a88bj1NhsvtlOp_56ELRx7sjR-3lejZwh5w2DNgOkP2_W2buKawzLgawD5jKwYdKoxSrLnZAXAeaNYJ47Jy1K2ANBJoV-QY86YVIKbFfn5OZY87Wscb2hBV9LohlgfaE20T2PNaaA-Lh9I01Q3Gd1d-UivbpH2f2eB3qVIbzHvsdD7mKfyihwFNxR8_fiekOuvX67OvzeXP75dnJ9dNr1sTW2YMSwAooHQdqCCk6gME0ELjYELqbxzXScNGu6dRubnmFSy9cJvZKu4OCGnh959Tr8nLNXuYulxGNyIaSrWKN0aLQXM5PsnSaaZ4hoELKX8gPY5lZIx2H2OO5cfLAO7SLdbu0i3i3TLuJ2lz6G3j_3TZof-f-Sf5Rl4dwCCS9bd5Fjs9a-5Qc0XEYq3y4qfDgTOxu4jZlv6iGOPPmbsq_UpPrXBH-sZm1Q</recordid><startdate>20110221</startdate><enddate>20110221</enddate><creator>Omori, Ryosuke</creator><creator>Adams, Ben</creator><general>Elsevier Ltd</general><scope>FBQ</scope><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>7X8</scope><scope>7U9</scope><scope>F1W</scope><scope>H94</scope><scope>H95</scope><scope>H98</scope><scope>L.G</scope></search><sort><creationdate>20110221</creationdate><title>Disrupting seasonality to control disease outbreaks: The case of koi herpes virus</title><author>Omori, Ryosuke ; Adams, Ben</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c478t-1881f0ee80f7905fa4e5813f636ef2345daa9948e82da6e1dc474547d3db47523</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2011</creationdate><topic>Algorithms</topic><topic>Animals</topic><topic>Aquaculture</topic><topic>Aquaculture - methods</topic><topic>autumn</topic><topic>Carps - virology</topic><topic>Cyprinus carpio</topic><topic>Delay equation</topic><topic>disease control</topic><topic>disease course</topic><topic>disease outbreaks</topic><topic>Disease Outbreaks - prevention & control</topic><topic>Fish Diseases - epidemiology</topic><topic>Fish Diseases - prevention & control</topic><topic>Freshwater</topic><topic>freshwater aquaculture</topic><topic>Herpesviridae Infections - epidemiology</topic><topic>Herpesviridae Infections - prevention & control</topic><topic>Herpesviridae Infections - transmission</topic><topic>Herpesviridae Infections - veterinary</topic><topic>Herpesvirus</topic><topic>immunity</topic><topic>industry</topic><topic>KHV</topic><topic>koi</topic><topic>Koi herpes virus</topic><topic>mathematical models</topic><topic>Models, Biological</topic><topic>mortality</topic><topic>risk</topic><topic>seasonal variation</topic><topic>Seasonality</topic><topic>Seasons</topic><topic>summer</topic><topic>Temperature</topic><topic>viruses</topic><topic>Water</topic><topic>water management</topic><topic>water temperature</topic><topic>winter</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Omori, Ryosuke</creatorcontrib><creatorcontrib>Adams, Ben</creatorcontrib><collection>AGRIS</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>Virology and AIDS Abstracts</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 1: Biological Sciences & Living Resources</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Aquaculture Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><jtitle>Journal of theoretical biology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Omori, Ryosuke</au><au>Adams, Ben</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Disrupting seasonality to control disease outbreaks: The case of koi herpes virus</atitle><jtitle>Journal of theoretical biology</jtitle><addtitle>J Theor Biol</addtitle><date>2011-02-21</date><risdate>2011</risdate><volume>271</volume><issue>1</issue><spage>159</spage><epage>165</epage><pages>159-165</pages><issn>0022-5193</issn><eissn>1095-8541</eissn><abstract>Common carp accounts for a substantial proportion of global freshwater aquaculture production. Koi herpes virus (KHV), a highly virulent disease affecting carp that emerged in the late 1990s, is a serious threat to this industry. After a fish is infected with KHV, there is a temperature dependent delay before it becomes infectious, and a further delay before mortality. Consequently, KHV epidemiology is driven by seasonal changes in water temperature. Also, it has been proposed that outbreaks could be controlled by responsive management of water temperature in aquaculture setups. We use a mathematical model to analyse the effect of seasonal temperature cycles on KHV epidemiology, and the impact of attempting to control outbreaks by disrupting this cycle. We show that, although disease progression is fast in summer and slow in winter, total mortality over a 2-year period is similar for outbreaks that start in either season. However, for outbreaks that start in late autumn, mortality may be low and immunity high. A single bout of water temperature management can be an effective outbreak control strategy if it is started as soon as dead fish are detected and maintained for a long time. It can also be effective if the frequency of infectious fish is used as an indicator for the beginning of treatment. In this case, however, there is a risk that starting the treatment too soon will increase mortality relative to the case when no treatment is used. This counterproductive effect can be avoided if multiple bouts of temperature management are used. We conclude that disrupting normal seasonal patterns in water temperature can be an effective strategy for controlling koi herpes virus. Exploiting the seasonal patterns, possibly in combination with temperature management, can also induce widespread immunity to KHV in a cohort of fish. However, employing these methods successfully requires careful assessment to ensure that the treatment is started, and finished, at the correct time.</abstract><cop>England</cop><pub>Elsevier Ltd</pub><pmid>21145328</pmid><doi>10.1016/j.jtbi.2010.12.004</doi><tpages>7</tpages></addata></record> |
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subjects | Algorithms Animals Aquaculture Aquaculture - methods autumn Carps - virology Cyprinus carpio Delay equation disease control disease course disease outbreaks Disease Outbreaks - prevention & control Fish Diseases - epidemiology Fish Diseases - prevention & control Freshwater freshwater aquaculture Herpesviridae Infections - epidemiology Herpesviridae Infections - prevention & control Herpesviridae Infections - transmission Herpesviridae Infections - veterinary Herpesvirus immunity industry KHV koi Koi herpes virus mathematical models Models, Biological mortality risk seasonal variation Seasonality Seasons summer Temperature viruses Water water management water temperature winter |
title | Disrupting seasonality to control disease outbreaks: The case of koi herpes virus |
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