A comparison study of Zika virus outbreaks in French Polynesia, Colombia and the State of Bahia in Brazil
Zika virus (ZIKV) disease outbreaks occurred in French Polynesia in 2013–2014 and in Brazil and Colombia in 2015–2016, respectively. Using our recently developed ZIKV disease model, we simulated the reported ZIKV infection cases from French Polynesia, Colombia and the State of Bahia of Brazil. Moreo...
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doaj-7e50b919dbe147c090bdc0189fe872aa2020-12-08T01:39:05ZengNature Publishing GroupScientific Reports2045-23222017-03-01711610.1038/s41598-017-00253-1A comparison study of Zika virus outbreaks in French Polynesia, Colombia and the State of Bahia in BrazilDaihai He0Daozhou Gao1Yijun Lou2Shi Zhao3Shigui Ruan4Department of Applied Mathematics, The Hong Kong Polytechnic University, Hung HomMathematics and Science College, Shanghai Normal UniversityDepartment of Applied Mathematics, The Hong Kong Polytechnic University, Hung HomDepartment of Applied Mathematics, The Hong Kong Polytechnic University, Hung HomDepartment of Mathematics, University of MiamiZika virus (ZIKV) disease outbreaks occurred in French Polynesia in 2013–2014 and in Brazil and Colombia in 2015–2016, respectively. Using our recently developed ZIKV disease model, we simulated the reported ZIKV infection cases from French Polynesia, Colombia and the State of Bahia of Brazil. Moreover, we estimated that the infection attack rates were 78.0% (95% confidence interval (CI): 63.5–86.3%) in French Polynesia which closely matches a previous serological study; 20.8% (95% CI: 1.1–50.0%) in Colombia which suggests that the attack rate was most likely less than 50%; and 32.4% (95% CI: 2.5–94.2%) in the State of Bahia in Brazil which suggests that the attack rate is unidentifiable with monthly data in Bahia. Furthermore, we found that the association of precipitation and ZIKV outbreak was more evident in Colombia than the other two places. These results are helpful for us to understand the possible evolution, to control the on-going outbreaks, to prevent the potential geographic spread, and to study the ecological and epidemiological characteristics of ZIKV.https://doi.org/10.1038/s41598-017-00253-1 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Daihai He Daozhou Gao Yijun Lou Shi Zhao Shigui Ruan |
spellingShingle |
Daihai He Daozhou Gao Yijun Lou Shi Zhao Shigui Ruan A comparison study of Zika virus outbreaks in French Polynesia, Colombia and the State of Bahia in Brazil Scientific Reports |
author_facet |
Daihai He Daozhou Gao Yijun Lou Shi Zhao Shigui Ruan |
author_sort |
Daihai He |
title |
A comparison study of Zika virus outbreaks in French Polynesia, Colombia and the State of Bahia in Brazil |
title_short |
A comparison study of Zika virus outbreaks in French Polynesia, Colombia and the State of Bahia in Brazil |
title_full |
A comparison study of Zika virus outbreaks in French Polynesia, Colombia and the State of Bahia in Brazil |
title_fullStr |
A comparison study of Zika virus outbreaks in French Polynesia, Colombia and the State of Bahia in Brazil |
title_full_unstemmed |
A comparison study of Zika virus outbreaks in French Polynesia, Colombia and the State of Bahia in Brazil |
title_sort |
comparison study of zika virus outbreaks in french polynesia, colombia and the state of bahia in brazil |
publisher |
Nature Publishing Group |
series |
Scientific Reports |
issn |
2045-2322 |
publishDate |
2017-03-01 |
description |
Zika virus (ZIKV) disease outbreaks occurred in French Polynesia in 2013–2014 and in Brazil and Colombia in 2015–2016, respectively. Using our recently developed ZIKV disease model, we simulated the reported ZIKV infection cases from French Polynesia, Colombia and the State of Bahia of Brazil. Moreover, we estimated that the infection attack rates were 78.0% (95% confidence interval (CI): 63.5–86.3%) in French Polynesia which closely matches a previous serological study; 20.8% (95% CI: 1.1–50.0%) in Colombia which suggests that the attack rate was most likely less than 50%; and 32.4% (95% CI: 2.5–94.2%) in the State of Bahia in Brazil which suggests that the attack rate is unidentifiable with monthly data in Bahia. Furthermore, we found that the association of precipitation and ZIKV outbreak was more evident in Colombia than the other two places. These results are helpful for us to understand the possible evolution, to control the on-going outbreaks, to prevent the potential geographic spread, and to study the ecological and epidemiological characteristics of ZIKV. |
url |
https://doi.org/10.1038/s41598-017-00253-1 |
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