Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Moghadas, Seyed M., Shoukat, Affan, Espindola, Aquino L., Pereira, Rafael S., Abdirizak, Fatima, Laskowski, Marek, Viboud, Cecile, Chowell, Gerardo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
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
_version_ 1783251311728263168
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
work_keys_str_mv AT moghadasseyedm asymptomatictransmissionandthedynamicsofzikainfection
AT shoukataffan asymptomatictransmissionandthedynamicsofzikainfection
AT espindolaaquinol asymptomatictransmissionandthedynamicsofzikainfection
AT pereirarafaels asymptomatictransmissionandthedynamicsofzikainfection
AT abdirizakfatima asymptomatictransmissionandthedynamicsofzikainfection
AT laskowskimarek asymptomatictransmissionandthedynamicsofzikainfection
AT viboudcecile asymptomatictransmissionandthedynamicsofzikainfection
AT chowellgerardo asymptomatictransmissionandthedynamicsofzikainfection