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Asymptomatic Transmission and the Dynamics of Zika Infection
Following the 2013–14 outbreak in French Polynesia, the Zika virus (ZIKV) epidemic spread widely to many countries where Aedes Aegypti as the main transmitting vector is endemic. The lack of a second wave of ZIKV infection in most affected regions may suggest that a sufficiently high level of herd i...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5517554/ https://www.ncbi.nlm.nih.gov/pubmed/28724972 http://dx.doi.org/10.1038/s41598-017-05013-9 |
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author | Moghadas, Seyed M. Shoukat, Affan Espindola, Aquino L. Pereira, Rafael S. Abdirizak, Fatima Laskowski, Marek Viboud, Cecile Chowell, Gerardo |
author_facet | Moghadas, Seyed M. Shoukat, Affan Espindola, Aquino L. Pereira, Rafael S. Abdirizak, Fatima Laskowski, Marek Viboud, Cecile Chowell, Gerardo |
author_sort | Moghadas, Seyed M. |
collection | PubMed |
description | Following the 2013–14 outbreak in French Polynesia, the Zika virus (ZIKV) epidemic spread widely to many countries where Aedes Aegypti as the main transmitting vector is endemic. The lack of a second wave of ZIKV infection in most affected regions may suggest that a sufficiently high level of herd immunity was reached during the first wave. We developed an agent-based transmission model to investigate the role of asymptomatic infection on the likelihood of observing a second wave, while accounting for its relative transmissibility. We found that, as the relative transmissibility of asymptomatic infection increases, a second wave is more likely to occur, despite an increase in the attack rate during the first wave. When the reproduction number varies between 1.9 and 2.8 based on estimates for Antioquia, Colombia, the attack rate varies between 4% and 26% for a low (below 10%) effectiveness of interventions in blunting the ZIKV transmission from symptomatic cases to mosquitoes. Moreover, the fraction of cases due to sexual transmission is estimated below 4% of the cumulative incidence. Our analyses underscore the need to quantify the transmissibility of asymptomatic infections, without which the overall attack rates and the level of herd immunity cannot be accurately estimated. |
format | Online Article Text |
id | pubmed-5517554 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-55175542017-07-20 Asymptomatic Transmission and the Dynamics of Zika Infection Moghadas, Seyed M. Shoukat, Affan Espindola, Aquino L. Pereira, Rafael S. Abdirizak, Fatima Laskowski, Marek Viboud, Cecile Chowell, Gerardo Sci Rep Article Following the 2013–14 outbreak in French Polynesia, the Zika virus (ZIKV) epidemic spread widely to many countries where Aedes Aegypti as the main transmitting vector is endemic. The lack of a second wave of ZIKV infection in most affected regions may suggest that a sufficiently high level of herd immunity was reached during the first wave. We developed an agent-based transmission model to investigate the role of asymptomatic infection on the likelihood of observing a second wave, while accounting for its relative transmissibility. We found that, as the relative transmissibility of asymptomatic infection increases, a second wave is more likely to occur, despite an increase in the attack rate during the first wave. When the reproduction number varies between 1.9 and 2.8 based on estimates for Antioquia, Colombia, the attack rate varies between 4% and 26% for a low (below 10%) effectiveness of interventions in blunting the ZIKV transmission from symptomatic cases to mosquitoes. Moreover, the fraction of cases due to sexual transmission is estimated below 4% of the cumulative incidence. Our analyses underscore the need to quantify the transmissibility of asymptomatic infections, without which the overall attack rates and the level of herd immunity cannot be accurately estimated. Nature Publishing Group UK 2017-07-19 /pmc/articles/PMC5517554/ /pubmed/28724972 http://dx.doi.org/10.1038/s41598-017-05013-9 Text en © The Author(s) 2017 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 Moghadas, Seyed M. Shoukat, Affan Espindola, Aquino L. Pereira, Rafael S. Abdirizak, Fatima Laskowski, Marek Viboud, Cecile Chowell, Gerardo Asymptomatic Transmission and the Dynamics of Zika Infection |
title | Asymptomatic Transmission and the Dynamics of Zika Infection |
title_full | Asymptomatic Transmission and the Dynamics of Zika Infection |
title_fullStr | Asymptomatic Transmission and the Dynamics of Zika Infection |
title_full_unstemmed | Asymptomatic Transmission and the Dynamics of Zika Infection |
title_short | Asymptomatic Transmission and the Dynamics of Zika Infection |
title_sort | asymptomatic transmission and the dynamics of zika infection |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5517554/ https://www.ncbi.nlm.nih.gov/pubmed/28724972 http://dx.doi.org/10.1038/s41598-017-05013-9 |
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