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Limited available evidence supports theoretical predictions of reduced vaccine efficacy at higher exposure dose
Understanding the causes of vaccine failure is important for predicting disease dynamics in vaccinated populations and planning disease interventions. Pathogen exposure dose and heterogeneity in host susceptibility have both been implicated as important factors that may reduce overall vaccine effica...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6397254/ https://www.ncbi.nlm.nih.gov/pubmed/30824732 http://dx.doi.org/10.1038/s41598-019-39698-x |
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author | Langwig, Kate E. Gomes, M. Gabriela M. Clark, Mercedes D. Kwitny, Molly Yamada, Steffany Wargo, Andrew R. Lipsitch, Marc |
author_facet | Langwig, Kate E. Gomes, M. Gabriela M. Clark, Mercedes D. Kwitny, Molly Yamada, Steffany Wargo, Andrew R. Lipsitch, Marc |
author_sort | Langwig, Kate E. |
collection | PubMed |
description | Understanding the causes of vaccine failure is important for predicting disease dynamics in vaccinated populations and planning disease interventions. Pathogen exposure dose and heterogeneity in host susceptibility have both been implicated as important factors that may reduce overall vaccine efficacy and cause vaccine failure. Here, we explore the effect of pathogen dose and heterogeneity in host susceptibility in reducing efficacy of vaccines. Using simulation-based methods, we find that increases in pathogen exposure dose decrease vaccine efficacy, but this effect is modified by heterogeneity in host susceptibility. In populations where the mode of vaccine action is highly polarized, vaccine efficacy decreases more slowly with exposure dose than in populations with less variable protection. We compared these theoretical results to empirical estimates from a systematic literature review of vaccines tested over multiple exposure doses. We found that few studies (nine of 5,389) tested vaccine protection against infection over multiple pathogen challenge doses, with seven studies demonstrating a decrease in vaccine efficacy with increasing exposure dose. Our research demonstrates that pathogen dose has potential to be an important determinant of vaccine failure, although the limited empirical data highlight a need for additional studies to test theoretical predictions on the plausibility of reduced host susceptibility and high pathogen dose as mechanisms responsible for reduced vaccine efficacy in high transmission settings. |
format | Online Article Text |
id | pubmed-6397254 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-63972542019-03-05 Limited available evidence supports theoretical predictions of reduced vaccine efficacy at higher exposure dose Langwig, Kate E. Gomes, M. Gabriela M. Clark, Mercedes D. Kwitny, Molly Yamada, Steffany Wargo, Andrew R. Lipsitch, Marc Sci Rep Article Understanding the causes of vaccine failure is important for predicting disease dynamics in vaccinated populations and planning disease interventions. Pathogen exposure dose and heterogeneity in host susceptibility have both been implicated as important factors that may reduce overall vaccine efficacy and cause vaccine failure. Here, we explore the effect of pathogen dose and heterogeneity in host susceptibility in reducing efficacy of vaccines. Using simulation-based methods, we find that increases in pathogen exposure dose decrease vaccine efficacy, but this effect is modified by heterogeneity in host susceptibility. In populations where the mode of vaccine action is highly polarized, vaccine efficacy decreases more slowly with exposure dose than in populations with less variable protection. We compared these theoretical results to empirical estimates from a systematic literature review of vaccines tested over multiple exposure doses. We found that few studies (nine of 5,389) tested vaccine protection against infection over multiple pathogen challenge doses, with seven studies demonstrating a decrease in vaccine efficacy with increasing exposure dose. Our research demonstrates that pathogen dose has potential to be an important determinant of vaccine failure, although the limited empirical data highlight a need for additional studies to test theoretical predictions on the plausibility of reduced host susceptibility and high pathogen dose as mechanisms responsible for reduced vaccine efficacy in high transmission settings. Nature Publishing Group UK 2019-03-01 /pmc/articles/PMC6397254/ /pubmed/30824732 http://dx.doi.org/10.1038/s41598-019-39698-x Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Langwig, Kate E. Gomes, M. Gabriela M. Clark, Mercedes D. Kwitny, Molly Yamada, Steffany Wargo, Andrew R. Lipsitch, Marc Limited available evidence supports theoretical predictions of reduced vaccine efficacy at higher exposure dose |
title | Limited available evidence supports theoretical predictions of reduced vaccine efficacy at higher exposure dose |
title_full | Limited available evidence supports theoretical predictions of reduced vaccine efficacy at higher exposure dose |
title_fullStr | Limited available evidence supports theoretical predictions of reduced vaccine efficacy at higher exposure dose |
title_full_unstemmed | Limited available evidence supports theoretical predictions of reduced vaccine efficacy at higher exposure dose |
title_short | Limited available evidence supports theoretical predictions of reduced vaccine efficacy at higher exposure dose |
title_sort | limited available evidence supports theoretical predictions of reduced vaccine efficacy at higher exposure dose |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6397254/ https://www.ncbi.nlm.nih.gov/pubmed/30824732 http://dx.doi.org/10.1038/s41598-019-39698-x |
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