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Host outdoor exposure variability affects the transmission and spread of Zika virus: Insights for epidemic control
BACKGROUND: Zika virus transmission dynamics in urban environments follow a complex spatiotemporal pattern that appears unpredictable and barely related to high mosquito density areas. In this context, human activity patterns likely have a major role in Zika transmission dynamics. This paper examine...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5598931/ https://www.ncbi.nlm.nih.gov/pubmed/28910292 http://dx.doi.org/10.1371/journal.pntd.0005851 |
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author | Ajelli, Marco Moise, Imelda K. Hutchings, Tricia Caroline S. G. Brown, Scott C. Kumar, Naresh Johnson, Neil F. Beier, John C. |
author_facet | Ajelli, Marco Moise, Imelda K. Hutchings, Tricia Caroline S. G. Brown, Scott C. Kumar, Naresh Johnson, Neil F. Beier, John C. |
author_sort | Ajelli, Marco |
collection | PubMed |
description | BACKGROUND: Zika virus transmission dynamics in urban environments follow a complex spatiotemporal pattern that appears unpredictable and barely related to high mosquito density areas. In this context, human activity patterns likely have a major role in Zika transmission dynamics. This paper examines the effect of host variability in the amount of time spent outdoors on Zika epidemiology in an urban environment. METHODOLOGY/PRINCIPAL FINDINGS: First, we performed a survey on time spent outdoors by residents of Miami-Dade County, Florida. Second, we analyzed both the survey and previously published national data on outdoors time in the U.S. to provide estimates of the distribution of the time spent outdoors. Third, we performed a computational modeling evaluation of Zika transmission dynamics, based on the time spent outdoors by each person. Our analysis reveals a strong heterogeneity of the host population in terms of time spent outdoors–data are well captured by skewed gamma distributions. Our model-based evaluation shows that in a heterogeneous population, Zika would cause a lower number of infections than in a more homogenous host population (up to 4-fold differences), but, at the same time, the epidemic would spread much faster. We estimated that in highly heterogeneous host populations the timing of the implementation of vector control measures is the major factor for limiting the number of Zika infections. CONCLUSIONS/SIGNIFICANCE: Our findings highlight the need of considering host variability in exposure time for managing mosquito-borne infections and call for the revision of the triggers for vector control strategies, which should integrate mosquito density data and human outdoor activity patterns in specific areas. |
format | Online Article Text |
id | pubmed-5598931 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-55989312017-09-22 Host outdoor exposure variability affects the transmission and spread of Zika virus: Insights for epidemic control Ajelli, Marco Moise, Imelda K. Hutchings, Tricia Caroline S. G. Brown, Scott C. Kumar, Naresh Johnson, Neil F. Beier, John C. PLoS Negl Trop Dis Research Article BACKGROUND: Zika virus transmission dynamics in urban environments follow a complex spatiotemporal pattern that appears unpredictable and barely related to high mosquito density areas. In this context, human activity patterns likely have a major role in Zika transmission dynamics. This paper examines the effect of host variability in the amount of time spent outdoors on Zika epidemiology in an urban environment. METHODOLOGY/PRINCIPAL FINDINGS: First, we performed a survey on time spent outdoors by residents of Miami-Dade County, Florida. Second, we analyzed both the survey and previously published national data on outdoors time in the U.S. to provide estimates of the distribution of the time spent outdoors. Third, we performed a computational modeling evaluation of Zika transmission dynamics, based on the time spent outdoors by each person. Our analysis reveals a strong heterogeneity of the host population in terms of time spent outdoors–data are well captured by skewed gamma distributions. Our model-based evaluation shows that in a heterogeneous population, Zika would cause a lower number of infections than in a more homogenous host population (up to 4-fold differences), but, at the same time, the epidemic would spread much faster. We estimated that in highly heterogeneous host populations the timing of the implementation of vector control measures is the major factor for limiting the number of Zika infections. CONCLUSIONS/SIGNIFICANCE: Our findings highlight the need of considering host variability in exposure time for managing mosquito-borne infections and call for the revision of the triggers for vector control strategies, which should integrate mosquito density data and human outdoor activity patterns in specific areas. Public Library of Science 2017-09-14 /pmc/articles/PMC5598931/ /pubmed/28910292 http://dx.doi.org/10.1371/journal.pntd.0005851 Text en © 2017 Ajelli et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Ajelli, Marco Moise, Imelda K. Hutchings, Tricia Caroline S. G. Brown, Scott C. Kumar, Naresh Johnson, Neil F. Beier, John C. Host outdoor exposure variability affects the transmission and spread of Zika virus: Insights for epidemic control |
title | Host outdoor exposure variability affects the transmission and spread of Zika virus: Insights for epidemic control |
title_full | Host outdoor exposure variability affects the transmission and spread of Zika virus: Insights for epidemic control |
title_fullStr | Host outdoor exposure variability affects the transmission and spread of Zika virus: Insights for epidemic control |
title_full_unstemmed | Host outdoor exposure variability affects the transmission and spread of Zika virus: Insights for epidemic control |
title_short | Host outdoor exposure variability affects the transmission and spread of Zika virus: Insights for epidemic control |
title_sort | host outdoor exposure variability affects the transmission and spread of zika virus: insights for epidemic control |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5598931/ https://www.ncbi.nlm.nih.gov/pubmed/28910292 http://dx.doi.org/10.1371/journal.pntd.0005851 |
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