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The Optimal Age of Vaccination Against Dengue with an Age-Dependent Biting Rate with Application to Brazil
In this paper we introduce a single serotype transmission model, including an age-dependent mosquito biting rate, to find the optimal vaccination age against dengue in Brazil with Dengvaxia. The optimal vaccination age and minimal lifetime expected risk of hospitalisation are found by adapting a met...
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Published in: | Bulletin of mathematical biology 2020, Vol.82 (1), p.12, Article 12 |
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description | In this paper we introduce a single serotype transmission model, including an age-dependent mosquito biting rate, to find the optimal vaccination age against dengue in Brazil with Dengvaxia. The optimal vaccination age and minimal lifetime expected risk of hospitalisation are found by adapting a method due to Hethcote (Math Biosci 89:29–52). Any number and combination of the four dengue serotypes DENv1–4 is considered. Successful vaccination against a serotype corresponds to a silent infection. The effects of antibody-dependent enhancement (ADE) and permanent cross-immunity after two heterologous infections are studied. ADE is assumed to imply risk-free primary infections, while permanent cross-immunity implies risk-free tertiary and quaternary infections. Data from trials of Dengvaxia indicate vaccine efficacy to be age and serostatus dependent and vaccination of seronegative individuals to induce an increased risk of hospitalisation. Some of the scenarios are therefore reconsidered taking these findings into account. The optimal vaccination age is compared to that achievable under the current age restriction of the vaccine. If vaccination is not considered to induce risk, optimal vaccination ages are very low. The assumption of ADE generally leads to a higher optimal vaccination age in this case. For a single serotype vaccination is not recommended in the case of ADE. Permanent cross-immunity results in a slightly lower optimal vaccination age. If vaccination induces a risk, the optimal vaccination ages are much higher, particularly for permanent cross-immunity. ADE has no effect on the optimal vaccination age when permanent cross-immunity is considered; otherwise, it leads to a slight increase in optimal vaccination age. |
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The optimal vaccination age and minimal lifetime expected risk of hospitalisation are found by adapting a method due to Hethcote (Math Biosci 89:29–52). Any number and combination of the four dengue serotypes DENv1–4 is considered. Successful vaccination against a serotype corresponds to a silent infection. The effects of antibody-dependent enhancement (ADE) and permanent cross-immunity after two heterologous infections are studied. ADE is assumed to imply risk-free primary infections, while permanent cross-immunity implies risk-free tertiary and quaternary infections. Data from trials of Dengvaxia indicate vaccine efficacy to be age and serostatus dependent and vaccination of seronegative individuals to induce an increased risk of hospitalisation. Some of the scenarios are therefore reconsidered taking these findings into account. The optimal vaccination age is compared to that achievable under the current age restriction of the vaccine. 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If vaccination is not considered to induce risk, optimal vaccination ages are very low. The assumption of ADE generally leads to a higher optimal vaccination age in this case. For a single serotype vaccination is not recommended in the case of ADE. Permanent cross-immunity results in a slightly lower optimal vaccination age. If vaccination induces a risk, the optimal vaccination ages are much higher, particularly for permanent cross-immunity. ADE has no effect on the optimal vaccination age when permanent cross-immunity is considered; otherwise, it leads to a slight increase in optimal vaccination age.</description><subject>Aedes - virology</subject><subject>Age</subject><subject>Age Factors</subject><subject>Animals</subject><subject>Antibodies</subject><subject>Antibody-Dependent Enhancement</subject><subject>Basic Reproduction Number - statistics & numerical data</subject><subject>Biting</subject><subject>Brazil</subject><subject>Cell Biology</subject><subject>Child</subject><subject>Child, Preschool</subject><subject>Cross Reactions</subject><subject>Dengue - immunology</subject><subject>Dengue - prevention & control</subject><subject>Dengue - transmission</subject><subject>Dengue fever</subject><subject>Dengue Vaccines - administration & dosage</subject><subject>Dengue Virus - classification</subject><subject>Dengue Virus - immunology</subject><subject>Health risks</subject><subject>Humans</subject><subject>Immunity</subject><subject>Immunization Schedule</subject><subject>Immunogenicity, Vaccine</subject><subject>Infant</subject><subject>Infections</subject><subject>Insect Bites and Stings - virology</subject><subject>Life Sciences</subject><subject>Mathematical and Computational Biology</subject><subject>Mathematical Concepts</subject><subject>Mathematics</subject><subject>Mathematics and Statistics</subject><subject>Models, Immunological</subject><subject>Mosquito Vectors - virology</subject><subject>Original</subject><subject>Original Article</subject><subject>Risk</subject><subject>Risk Factors</subject><subject>Serogroup</subject><subject>Serotypes</subject><subject>Vaccination</subject><subject>Vaccine efficacy</subject><subject>Vaccines</subject><subject>Vector-borne diseases</subject><issn>0092-8240</issn><issn>1522-9602</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNp9kUFrGzEQhUVIqB23fyCHIshZ6Uha7a4uBcdO2oIhUNxehbzWrmU22q0kJyS_PnLWddJLT4Nm3nzzxEPogsIVBSi-BEoFLwlQSQByCYSeoDEVjBGZAztFYwDJSMkyGKHzELaQliSXH9CIU8k5UDZG2-XG4Ls-2nvd4mljcFfj37qqrNPRdi61tHUh4rlxzc7gRxs3WO_bhsxNb9zauIivbbSuwT91PCimfd_aaiDEDl97_Wzbj-is1m0wnw51gn7d3ixn38ni7tuP2XRBqqzIImHlSrBCwLoAWXJZSV3I9EgtzVgqMiulgFXJ8xy0lrWWeQUrYQwFwQtT8wn6OnD73ererKvk0OtW9T790T-pTlv178TZjWq6B5VLUYiCJsDlAeC7PzsTotp2O--SZ8V4xlmZC8iSig2qyncheFMfL1BQ-3zUkI9K-ajXfNQe_fm9t-PK30CSgA-CkEauMf7t9n-wL7lZmpM</recordid><startdate>2020</startdate><enddate>2020</enddate><creator>Maier, Sandra B.</creator><creator>Massad, Eduardo</creator><creator>Amaku, Marcos</creator><creator>Burattini, Marcelo N.</creator><creator>Greenhalgh, David</creator><general>Springer US</general><general>Springer Nature B.V</general><scope>C6C</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>7SS</scope><scope>7TK</scope><scope>JQ2</scope><scope>K9.</scope><scope>5PM</scope></search><sort><creationdate>2020</creationdate><title>The Optimal Age of Vaccination Against Dengue with an Age-Dependent Biting Rate with Application to Brazil</title><author>Maier, Sandra B. ; Massad, Eduardo ; Amaku, Marcos ; Burattini, Marcelo N. ; Greenhalgh, David</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c474t-28b52750d709839c9a790d7275a22727948950b83660aa9fa96c0b5ee10537ef3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Aedes - virology</topic><topic>Age</topic><topic>Age Factors</topic><topic>Animals</topic><topic>Antibodies</topic><topic>Antibody-Dependent Enhancement</topic><topic>Basic Reproduction Number - statistics & numerical data</topic><topic>Biting</topic><topic>Brazil</topic><topic>Cell Biology</topic><topic>Child</topic><topic>Child, Preschool</topic><topic>Cross Reactions</topic><topic>Dengue - immunology</topic><topic>Dengue - prevention & control</topic><topic>Dengue - transmission</topic><topic>Dengue fever</topic><topic>Dengue Vaccines - administration & dosage</topic><topic>Dengue Virus - classification</topic><topic>Dengue Virus - immunology</topic><topic>Health risks</topic><topic>Humans</topic><topic>Immunity</topic><topic>Immunization Schedule</topic><topic>Immunogenicity, Vaccine</topic><topic>Infant</topic><topic>Infections</topic><topic>Insect Bites and Stings - virology</topic><topic>Life Sciences</topic><topic>Mathematical and Computational Biology</topic><topic>Mathematical Concepts</topic><topic>Mathematics</topic><topic>Mathematics and Statistics</topic><topic>Models, Immunological</topic><topic>Mosquito Vectors - virology</topic><topic>Original</topic><topic>Original Article</topic><topic>Risk</topic><topic>Risk Factors</topic><topic>Serogroup</topic><topic>Serotypes</topic><topic>Vaccination</topic><topic>Vaccine efficacy</topic><topic>Vaccines</topic><topic>Vector-borne diseases</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Maier, Sandra B.</creatorcontrib><creatorcontrib>Massad, Eduardo</creatorcontrib><creatorcontrib>Amaku, Marcos</creatorcontrib><creatorcontrib>Burattini, Marcelo N.</creatorcontrib><creatorcontrib>Greenhalgh, David</creatorcontrib><collection>SpringerOpen</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Neurosciences Abstracts</collection><collection>ProQuest Computer Science Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Bulletin of mathematical biology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Maier, Sandra B.</au><au>Massad, Eduardo</au><au>Amaku, Marcos</au><au>Burattini, Marcelo N.</au><au>Greenhalgh, David</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The Optimal Age of Vaccination Against Dengue with an Age-Dependent Biting Rate with Application to Brazil</atitle><jtitle>Bulletin of mathematical biology</jtitle><stitle>Bull Math Biol</stitle><addtitle>Bull Math Biol</addtitle><date>2020</date><risdate>2020</risdate><volume>82</volume><issue>1</issue><spage>12</spage><pages>12-</pages><artnum>12</artnum><issn>0092-8240</issn><eissn>1522-9602</eissn><abstract>In this paper we introduce a single serotype transmission model, including an age-dependent mosquito biting rate, to find the optimal vaccination age against dengue in Brazil with Dengvaxia. The optimal vaccination age and minimal lifetime expected risk of hospitalisation are found by adapting a method due to Hethcote (Math Biosci 89:29–52). Any number and combination of the four dengue serotypes DENv1–4 is considered. Successful vaccination against a serotype corresponds to a silent infection. The effects of antibody-dependent enhancement (ADE) and permanent cross-immunity after two heterologous infections are studied. ADE is assumed to imply risk-free primary infections, while permanent cross-immunity implies risk-free tertiary and quaternary infections. Data from trials of Dengvaxia indicate vaccine efficacy to be age and serostatus dependent and vaccination of seronegative individuals to induce an increased risk of hospitalisation. Some of the scenarios are therefore reconsidered taking these findings into account. The optimal vaccination age is compared to that achievable under the current age restriction of the vaccine. If vaccination is not considered to induce risk, optimal vaccination ages are very low. The assumption of ADE generally leads to a higher optimal vaccination age in this case. For a single serotype vaccination is not recommended in the case of ADE. Permanent cross-immunity results in a slightly lower optimal vaccination age. If vaccination induces a risk, the optimal vaccination ages are much higher, particularly for permanent cross-immunity. ADE has no effect on the optimal vaccination age when permanent cross-immunity is considered; otherwise, it leads to a slight increase in optimal vaccination age.</abstract><cop>New York</cop><pub>Springer US</pub><pmid>31933012</pmid><doi>10.1007/s11538-019-00690-1</doi><oa>free_for_read</oa></addata></record> |
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subjects | Aedes - virology Age Age Factors Animals Antibodies Antibody-Dependent Enhancement Basic Reproduction Number - statistics & numerical data Biting Brazil Cell Biology Child Child, Preschool Cross Reactions Dengue - immunology Dengue - prevention & control Dengue - transmission Dengue fever Dengue Vaccines - administration & dosage Dengue Virus - classification Dengue Virus - immunology Health risks Humans Immunity Immunization Schedule Immunogenicity, Vaccine Infant Infections Insect Bites and Stings - virology Life Sciences Mathematical and Computational Biology Mathematical Concepts Mathematics Mathematics and Statistics Models, Immunological Mosquito Vectors - virology Original Original Article Risk Risk Factors Serogroup Serotypes Vaccination Vaccine efficacy Vaccines Vector-borne diseases |
title | The Optimal Age of Vaccination Against Dengue with an Age-Dependent Biting Rate with Application to Brazil |
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