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Projected spread of Zika virus in the Americas

Qian Zhang, Kaiyuan Sun, Matteo Chinazzi, Ana Pastore-Piontti, Natalie E. Dean, Diana Patricia Rojas, Stefano Merler, Dina Mistry, Piero Poletti, Luca Rossi, Margaret Bray, M. Elizabeth Halloran, Ira M. Longini Jr., Alessandro Vespignani
doi: https://doi.org/10.1101/066456
Qian Zhang
1Laboratory for the Modeling of Biological and Socio-technical Systems, Northeastern University, Boston, MA 02115, USA
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Kaiyuan Sun
1Laboratory for the Modeling of Biological and Socio-technical Systems, Northeastern University, Boston, MA 02115, USA
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Matteo Chinazzi
1Laboratory for the Modeling of Biological and Socio-technical Systems, Northeastern University, Boston, MA 02115, USA
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Ana Pastore-Piontti
1Laboratory for the Modeling of Biological and Socio-technical Systems, Northeastern University, Boston, MA 02115, USA
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Natalie E. Dean
2Department of Biostatistics, College of Public Health and Health Professions, University of Florida, Gainesville, FL 32611, USA
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Diana Patricia Rojas
3Department of Epidemiology, College of Public Health and Health Professions, University of Florida, Gainesville, FL 32611, USA
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Stefano Merler
4Bruno Kessler Foundation, Trento, Italy
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Dina Mistry
1Laboratory for the Modeling of Biological and Socio-technical Systems, Northeastern University, Boston, MA 02115, USA
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Piero Poletti
5Bocconi University, Milan, Italy
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Luca Rossi
6Institute for Scientific Interchange Foundation, Turin, Italy
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Margaret Bray
1Laboratory for the Modeling of Biological and Socio-technical Systems, Northeastern University, Boston, MA 02115, USA
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M. Elizabeth Halloran
7Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
8Department of Biostatistics, University of Washington, Seattle, WA 98195, USA
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Ira M. Longini Jr.
2Department of Biostatistics, College of Public Health and Health Professions, University of Florida, Gainesville, FL 32611, USA
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Alessandro Vespignani
1Laboratory for the Modeling of Biological and Socio-technical Systems, Northeastern University, Boston, MA 02115, USA
6Institute for Scientific Interchange Foundation, Turin, Italy
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Abstract

We use a data-driven global stochastic epidemic model to project past and future spread of the Zika virus (ZIKV) in the Americas. The model has high spatial and temporal resolution, and integrates real-world demographic, human mobility, socioeconomic, temperature, and vector density data. We estimate that the first introduction of ZIKV to Brazil likely occurred between August 2013 and April 2014. We provide simulated epidemic profiles of incident ZIKV infections for several countries in the Americas through December 2016. The ZIKV epidemic is characterized by slow growth and high spatial and seasonal heterogeneity, attributable to the dynamics of the mosquito vector and to the characteristics and mobility of the human populations. We project the expected timing and number of cases of microcephaly assuming three levels of risk associated with ZIKV infection during the first trimester of pregnancy. Our approach represents an early modeling effort aimed at projecting the potential magnitude and timing of the ZIKV epidemic that might be refined as new and more accurate data from the region will be available.

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Posted July 28, 2016.
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Projected spread of Zika virus in the Americas
Qian Zhang, Kaiyuan Sun, Matteo Chinazzi, Ana Pastore-Piontti, Natalie E. Dean, Diana Patricia Rojas, Stefano Merler, Dina Mistry, Piero Poletti, Luca Rossi, Margaret Bray, M. Elizabeth Halloran, Ira M. Longini Jr., Alessandro Vespignani
bioRxiv 066456; doi: https://doi.org/10.1101/066456
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Projected spread of Zika virus in the Americas
Qian Zhang, Kaiyuan Sun, Matteo Chinazzi, Ana Pastore-Piontti, Natalie E. Dean, Diana Patricia Rojas, Stefano Merler, Dina Mistry, Piero Poletti, Luca Rossi, Margaret Bray, M. Elizabeth Halloran, Ira M. Longini Jr., Alessandro Vespignani
bioRxiv 066456; doi: https://doi.org/10.1101/066456

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