Review of mathematical models of HSV-2 vaccination: Implications for vaccine development
Development of a vaccine against herpes simplex virus type 2 (HSV-2), a life-long sexually-transmitted infection (STI), would be a major step forward in improving global sexual and reproductive health. In this review, we identified published literature of dynamic mathematical models assessing the im...
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Veröffentlicht in: | Vaccine 2019-11, Vol.37 (50), p.7396-7407 |
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description | Development of a vaccine against herpes simplex virus type 2 (HSV-2), a life-long sexually-transmitted infection (STI), would be a major step forward in improving global sexual and reproductive health. In this review, we identified published literature of dynamic mathematical models assessing the impact of either prophylactic or therapeutic HSV-2 vaccination at the population level. We compared each study’s model structure and assumptions as well as predicted vaccination impact. We examined possible causes of heterogeneity across model predictions, key gaps, and the implications of these findings for future modelling efforts. Only eight modelling studies have assessed the potential public health impact of HSV-2 vaccination, with the majority focusing on impact of prophylactic vaccines. The studies showed that even an imperfect prophylactic HSV-2 vaccine could have an important public health impact on HSV-2 incidence, and could also impact HIV indirectly in high HIV prevalence settings. Therapeutic vaccines also may provide public health benefits, though they have been explored less extensively. However, there was substantial variation in predicted population-level impact for both types of vaccine, reflecting differences in assumptions between model scenarios. Importantly, many models did not account for heterogeneity in infection rates such as by age, sex and sexual activity. Future modelling work to inform decisions on HSV vaccine development and implementation should consider cost-effectiveness, account for additional HSV-2 sequelae such as neonatal transmission, and model greater heterogeneity in infection rates between individuals, more realistic vaccine deployment, and more thorough sensitivity and uncertainty analyses. |
doi_str_mv | 10.1016/j.vaccine.2018.02.067 |
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In this review, we identified published literature of dynamic mathematical models assessing the impact of either prophylactic or therapeutic HSV-2 vaccination at the population level. We compared each study’s model structure and assumptions as well as predicted vaccination impact. We examined possible causes of heterogeneity across model predictions, key gaps, and the implications of these findings for future modelling efforts. Only eight modelling studies have assessed the potential public health impact of HSV-2 vaccination, with the majority focusing on impact of prophylactic vaccines. The studies showed that even an imperfect prophylactic HSV-2 vaccine could have an important public health impact on HSV-2 incidence, and could also impact HIV indirectly in high HIV prevalence settings. Therapeutic vaccines also may provide public health benefits, though they have been explored less extensively. However, there was substantial variation in predicted population-level impact for both types of vaccine, reflecting differences in assumptions between model scenarios. Importantly, many models did not account for heterogeneity in infection rates such as by age, sex and sexual activity. Future modelling work to inform decisions on HSV vaccine development and implementation should consider cost-effectiveness, account for additional HSV-2 sequelae such as neonatal transmission, and model greater heterogeneity in infection rates between individuals, more realistic vaccine deployment, and more thorough sensitivity and uncertainty analyses.</description><identifier>ISSN: 0264-410X</identifier><identifier>EISSN: 1873-2518</identifier><identifier>DOI: 10.1016/j.vaccine.2018.02.067</identifier><identifier>PMID: 29625767</identifier><language>eng</language><publisher>Netherlands: Elsevier Ltd</publisher><subject>Age Factors ; Coinfection ; Complications ; Decision making ; Disease transmission ; Female ; Herpes Genitalis - epidemiology ; Herpes Genitalis - immunology ; Herpes Genitalis - prevention & control ; Herpes Genitalis - virology ; Herpes simplex ; Herpes Simplex Virus Vaccines - administration & dosage ; Herpes viruses ; Herpesvirus 2, Human - drug effects ; Herpesvirus 2, Human - immunology ; Herpesvirus 2, Human - pathogenicity ; Heterogeneity ; HIV ; HIV - immunology ; HIV - pathogenicity ; HIV Infections - epidemiology ; HIV Infections - immunology ; HIV Infections - prevention & control ; HIV Infections - virology ; Human immunodeficiency virus ; Humans ; Immunization ; Impact prediction ; Incidence ; Infections ; Literature reviews ; Male ; Mathematical analysis ; Mathematical models ; Models, Statistical ; Neonates ; Post-Exposure Prophylaxis - methods ; Pre-Exposure Prophylaxis - methods ; Public health ; Public Health - statistics & numerical data ; Reproductive health ; Sensitivity analysis ; Sex Factors ; Sexual Behavior - physiology ; Sexual Behavior - statistics & numerical data ; Sexual health ; Sexually transmitted diseases ; STD ; Uncertainty analysis ; Vaccination - methods ; Vaccine development ; Vaccine impact ; Vaccines ; Viral infections ; Viruses ; Women</subject><ispartof>Vaccine, 2019-11, Vol.37 (50), p.7396-7407</ispartof><rights>2018</rights><rights>Published by Elsevier Ltd.</rights><rights>Copyright Elsevier Limited Nov 28, 2019</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c495t-72748ae47328e6b588f78772e666459dacdf66a0b364c7d9ddadf1b9006eadb63</citedby><cites>FETCH-LOGICAL-c495t-72748ae47328e6b588f78772e666459dacdf66a0b364c7d9ddadf1b9006eadb63</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.proquest.com/docview/2316393596?pq-origsite=primo$$EHTML$$P50$$Gproquest$$H</linktohtml><link.rule.ids>230,314,780,784,885,3550,27924,27925,45995,64385,64387,64389,72469</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29625767$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Spicknall, Ian H.</creatorcontrib><creatorcontrib>Looker, Katharine J.</creatorcontrib><creatorcontrib>Gottlieb, Sami L.</creatorcontrib><creatorcontrib>Chesson, Harrell W.</creatorcontrib><creatorcontrib>Schiffer, Joshua T.</creatorcontrib><creatorcontrib>Elmes, Jocelyn</creatorcontrib><creatorcontrib>Boily, Marie-Claude</creatorcontrib><title>Review of mathematical models of HSV-2 vaccination: Implications for vaccine development</title><title>Vaccine</title><addtitle>Vaccine</addtitle><description>Development of a vaccine against herpes simplex virus type 2 (HSV-2), a life-long sexually-transmitted infection (STI), would be a major step forward in improving global sexual and reproductive health. In this review, we identified published literature of dynamic mathematical models assessing the impact of either prophylactic or therapeutic HSV-2 vaccination at the population level. We compared each study’s model structure and assumptions as well as predicted vaccination impact. We examined possible causes of heterogeneity across model predictions, key gaps, and the implications of these findings for future modelling efforts. Only eight modelling studies have assessed the potential public health impact of HSV-2 vaccination, with the majority focusing on impact of prophylactic vaccines. The studies showed that even an imperfect prophylactic HSV-2 vaccine could have an important public health impact on HSV-2 incidence, and could also impact HIV indirectly in high HIV prevalence settings. Therapeutic vaccines also may provide public health benefits, though they have been explored less extensively. However, there was substantial variation in predicted population-level impact for both types of vaccine, reflecting differences in assumptions between model scenarios. Importantly, many models did not account for heterogeneity in infection rates such as by age, sex and sexual activity. Future modelling work to inform decisions on HSV vaccine development and implementation should consider cost-effectiveness, account for additional HSV-2 sequelae such as neonatal transmission, and model greater heterogeneity in infection rates between individuals, more realistic vaccine deployment, and more thorough sensitivity and uncertainty analyses.</description><subject>Age Factors</subject><subject>Coinfection</subject><subject>Complications</subject><subject>Decision making</subject><subject>Disease transmission</subject><subject>Female</subject><subject>Herpes Genitalis - epidemiology</subject><subject>Herpes Genitalis - immunology</subject><subject>Herpes Genitalis - prevention & control</subject><subject>Herpes Genitalis - virology</subject><subject>Herpes simplex</subject><subject>Herpes Simplex Virus Vaccines - administration & dosage</subject><subject>Herpes viruses</subject><subject>Herpesvirus 2, Human - drug effects</subject><subject>Herpesvirus 2, Human - immunology</subject><subject>Herpesvirus 2, Human - pathogenicity</subject><subject>Heterogeneity</subject><subject>HIV</subject><subject>HIV - immunology</subject><subject>HIV - pathogenicity</subject><subject>HIV Infections - epidemiology</subject><subject>HIV Infections - immunology</subject><subject>HIV Infections - prevention & control</subject><subject>HIV Infections - virology</subject><subject>Human immunodeficiency virus</subject><subject>Humans</subject><subject>Immunization</subject><subject>Impact prediction</subject><subject>Incidence</subject><subject>Infections</subject><subject>Literature reviews</subject><subject>Male</subject><subject>Mathematical analysis</subject><subject>Mathematical models</subject><subject>Models, Statistical</subject><subject>Neonates</subject><subject>Post-Exposure Prophylaxis - methods</subject><subject>Pre-Exposure Prophylaxis - methods</subject><subject>Public health</subject><subject>Public Health - statistics & numerical data</subject><subject>Reproductive health</subject><subject>Sensitivity analysis</subject><subject>Sex Factors</subject><subject>Sexual Behavior - physiology</subject><subject>Sexual Behavior - statistics & numerical data</subject><subject>Sexual health</subject><subject>Sexually transmitted diseases</subject><subject>STD</subject><subject>Uncertainty analysis</subject><subject>Vaccination - methods</subject><subject>Vaccine development</subject><subject>Vaccine impact</subject><subject>Vaccines</subject><subject>Viral infections</subject><subject>Viruses</subject><subject>Women</subject><issn>0264-410X</issn><issn>1873-2518</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>8G5</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><sourceid>GUQSH</sourceid><sourceid>M2O</sourceid><recordid>eNqFUU1v1DAQtRCIbgs_ARSJC5ek9iTxBwcQqgqtVAmJL_VmOfaEepXEWzu7iH-Po12q0ksvtjzvzXszfoS8YrRilPHTdbUz1voJK6BMVhQqysUTsmJS1CW0TD4lKwq8KRtGr4_IcUprSmlbM_WcHIHi0AouVuT6K-48_i5CX4xmvsF8eGuGYgwOh7SUL779LKHYm2UwTO-Ky3EzZNbySEUf4gHFwuEOh7AZcZpfkGe9GRK-PNwn5Men8-9nF-XVl8-XZx-vStuodi4FiEYabEQNEnnXStkLKQQg57xplTPW9Zwb2tW8scIp54zrWaco5Whcx-sT8n6vu9l2IzqbraMZ9Cb60cQ_Ohiv_0cmf6N_hZ3mUgFwmgXeHgRiuN1imvXok8VhMBOGbdJAAZQEIWWmvnlAXYdtnPJ6GmrGa1W3apmo3bNsDClF7O-GYVQv2em1PnyYXrLTFHTOLve9vr_JXde_sDLhw56Qk1lSizpZj5NF5yPaWbvgH7H4C01crow</recordid><startdate>20191128</startdate><enddate>20191128</enddate><creator>Spicknall, Ian H.</creator><creator>Looker, Katharine J.</creator><creator>Gottlieb, Sami L.</creator><creator>Chesson, Harrell W.</creator><creator>Schiffer, Joshua T.</creator><creator>Elmes, Jocelyn</creator><creator>Boily, Marie-Claude</creator><general>Elsevier Ltd</general><general>Elsevier Limited</general><general>Elsevier Science</general><scope>6I.</scope><scope>AAFTH</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>3V.</scope><scope>7QL</scope><scope>7RV</scope><scope>7T2</scope><scope>7T5</scope><scope>7U9</scope><scope>7X7</scope><scope>7XB</scope><scope>88C</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>8G5</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9-</scope><scope>K9.</scope><scope>KB0</scope><scope>LK8</scope><scope>M0R</scope><scope>M0S</scope><scope>M0T</scope><scope>M1P</scope><scope>M2O</scope><scope>M7N</scope><scope>M7P</scope><scope>MBDVC</scope><scope>NAPCQ</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20191128</creationdate><title>Review of mathematical models of HSV-2 vaccination: Implications for vaccine development</title><author>Spicknall, Ian H. ; Looker, Katharine J. ; Gottlieb, Sami L. ; Chesson, Harrell W. ; Schiffer, Joshua T. ; Elmes, Jocelyn ; Boily, Marie-Claude</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c495t-72748ae47328e6b588f78772e666459dacdf66a0b364c7d9ddadf1b9006eadb63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Age Factors</topic><topic>Coinfection</topic><topic>Complications</topic><topic>Decision making</topic><topic>Disease transmission</topic><topic>Female</topic><topic>Herpes Genitalis - epidemiology</topic><topic>Herpes Genitalis - immunology</topic><topic>Herpes Genitalis - prevention & control</topic><topic>Herpes Genitalis - virology</topic><topic>Herpes simplex</topic><topic>Herpes Simplex Virus Vaccines - administration & dosage</topic><topic>Herpes viruses</topic><topic>Herpesvirus 2, Human - drug effects</topic><topic>Herpesvirus 2, Human - immunology</topic><topic>Herpesvirus 2, Human - pathogenicity</topic><topic>Heterogeneity</topic><topic>HIV</topic><topic>HIV - immunology</topic><topic>HIV - pathogenicity</topic><topic>HIV Infections - epidemiology</topic><topic>HIV Infections - immunology</topic><topic>HIV Infections - prevention & control</topic><topic>HIV Infections - virology</topic><topic>Human immunodeficiency virus</topic><topic>Humans</topic><topic>Immunization</topic><topic>Impact prediction</topic><topic>Incidence</topic><topic>Infections</topic><topic>Literature reviews</topic><topic>Male</topic><topic>Mathematical analysis</topic><topic>Mathematical models</topic><topic>Models, Statistical</topic><topic>Neonates</topic><topic>Post-Exposure Prophylaxis - methods</topic><topic>Pre-Exposure Prophylaxis - methods</topic><topic>Public health</topic><topic>Public Health - statistics & numerical data</topic><topic>Reproductive health</topic><topic>Sensitivity analysis</topic><topic>Sex Factors</topic><topic>Sexual Behavior - physiology</topic><topic>Sexual Behavior - statistics & numerical data</topic><topic>Sexual health</topic><topic>Sexually transmitted diseases</topic><topic>STD</topic><topic>Uncertainty analysis</topic><topic>Vaccination - methods</topic><topic>Vaccine development</topic><topic>Vaccine impact</topic><topic>Vaccines</topic><topic>Viral infections</topic><topic>Viruses</topic><topic>Women</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Spicknall, Ian H.</creatorcontrib><creatorcontrib>Looker, Katharine J.</creatorcontrib><creatorcontrib>Gottlieb, Sami L.</creatorcontrib><creatorcontrib>Chesson, Harrell W.</creatorcontrib><creatorcontrib>Schiffer, Joshua T.</creatorcontrib><creatorcontrib>Elmes, Jocelyn</creatorcontrib><creatorcontrib>Boily, Marie-Claude</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Nursing & Allied Health Database</collection><collection>Health and Safety Science Abstracts (Full archive)</collection><collection>Immunology Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Healthcare Administration Database (Alumni)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Public Health Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Research Library (Alumni Edition)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>Research Library Prep</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>SciTech Premium Collection</collection><collection>Consumer Health Database (Alumni Edition)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Database (Alumni Edition)</collection><collection>ProQuest Biological Science Collection</collection><collection>Consumer Health Database</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Healthcare Administration Database</collection><collection>Medical Database</collection><collection>Research Library</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biological Science Database</collection><collection>Research Library (Corporate)</collection><collection>Nursing & Allied Health Premium</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 Basic</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Vaccine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Spicknall, Ian H.</au><au>Looker, Katharine J.</au><au>Gottlieb, Sami L.</au><au>Chesson, Harrell W.</au><au>Schiffer, Joshua T.</au><au>Elmes, Jocelyn</au><au>Boily, Marie-Claude</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Review of mathematical models of HSV-2 vaccination: Implications for vaccine development</atitle><jtitle>Vaccine</jtitle><addtitle>Vaccine</addtitle><date>2019-11-28</date><risdate>2019</risdate><volume>37</volume><issue>50</issue><spage>7396</spage><epage>7407</epage><pages>7396-7407</pages><issn>0264-410X</issn><eissn>1873-2518</eissn><abstract>Development of a vaccine against herpes simplex virus type 2 (HSV-2), a life-long sexually-transmitted infection (STI), would be a major step forward in improving global sexual and reproductive health. In this review, we identified published literature of dynamic mathematical models assessing the impact of either prophylactic or therapeutic HSV-2 vaccination at the population level. We compared each study’s model structure and assumptions as well as predicted vaccination impact. We examined possible causes of heterogeneity across model predictions, key gaps, and the implications of these findings for future modelling efforts. Only eight modelling studies have assessed the potential public health impact of HSV-2 vaccination, with the majority focusing on impact of prophylactic vaccines. The studies showed that even an imperfect prophylactic HSV-2 vaccine could have an important public health impact on HSV-2 incidence, and could also impact HIV indirectly in high HIV prevalence settings. Therapeutic vaccines also may provide public health benefits, though they have been explored less extensively. However, there was substantial variation in predicted population-level impact for both types of vaccine, reflecting differences in assumptions between model scenarios. Importantly, many models did not account for heterogeneity in infection rates such as by age, sex and sexual activity. Future modelling work to inform decisions on HSV vaccine development and implementation should consider cost-effectiveness, account for additional HSV-2 sequelae such as neonatal transmission, and model greater heterogeneity in infection rates between individuals, more realistic vaccine deployment, and more thorough sensitivity and uncertainty analyses.</abstract><cop>Netherlands</cop><pub>Elsevier Ltd</pub><pmid>29625767</pmid><doi>10.1016/j.vaccine.2018.02.067</doi><tpages>12</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Age Factors Coinfection Complications Decision making Disease transmission Female Herpes Genitalis - epidemiology Herpes Genitalis - immunology Herpes Genitalis - prevention & control Herpes Genitalis - virology Herpes simplex Herpes Simplex Virus Vaccines - administration & dosage Herpes viruses Herpesvirus 2, Human - drug effects Herpesvirus 2, Human - immunology Herpesvirus 2, Human - pathogenicity Heterogeneity HIV HIV - immunology HIV - pathogenicity HIV Infections - epidemiology HIV Infections - immunology HIV Infections - prevention & control HIV Infections - virology Human immunodeficiency virus Humans Immunization Impact prediction Incidence Infections Literature reviews Male Mathematical analysis Mathematical models Models, Statistical Neonates Post-Exposure Prophylaxis - methods Pre-Exposure Prophylaxis - methods Public health Public Health - statistics & numerical data Reproductive health Sensitivity analysis Sex Factors Sexual Behavior - physiology Sexual Behavior - statistics & numerical data Sexual health Sexually transmitted diseases STD Uncertainty analysis Vaccination - methods Vaccine development Vaccine impact Vaccines Viral infections Viruses Women |
title | Review of mathematical models of HSV-2 vaccination: Implications for vaccine development |
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