Semantic Scholar Open Access 2017 289 sitasi

Spread of Zika virus in the Americas

Qian Zhang K. Sun Matteo Chinazzi A. Pastore y Piontti N. Dean +9 lainnya

Abstrak

Significance Mathematical and computational modeling approaches can be essential in providing quantitative scenarios of disease spreading, as well as projecting the impact in the population. Here we analyze the spatial and temporal dynamics of the Zika virus epidemic in the Americas with a microsimulation approach informed by high-definition demographic, mobility, and epidemic data. The model provides probability distributions for the time and place of introduction of Zika in Brazil, the estimate of the attack rate, timing of the epidemic in the affected countries, and the projected number of newborns from women infected by Zika. These results are potentially relevant in the preparation and analysis of contingency plans aimed at Zika virus control. We use a data-driven global stochastic epidemic model to analyze the 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 (90% credible interval). We provide simulated epidemic profiles of incident ZIKV infections for several countries in the Americas through February 2017. 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 pregnancies infected with ZIKV during the first trimester and provide estimates of microcephaly cases assuming different levels of risk as reported in empirical retrospective studies. Our approach represents a modeling effort aimed at understanding the potential magnitude and timing of the ZIKV epidemic and it can be potentially used as a template for the analysis of future mosquito-borne epidemics.

Topik & Kata Kunci

Penulis (14)

Q

Qian Zhang

K

K. Sun

M

Matteo Chinazzi

A

A. Pastore y Piontti

N

N. Dean

D

D. Rojas

S

S. Merler

D

D. Mistry

P

P. Poletti

L

L. Rossi

M

Margaret Bray

M

M. Halloran

I

I. Longini

A

Alessandro Vespignani

Format Sitasi

Zhang, Q., Sun, K., Chinazzi, M., Piontti, A.P.y., Dean, N., Rojas, D. et al. (2017). Spread of Zika virus in the Americas. https://doi.org/10.1073/pnas.1620161114

Akses Cepat

Lihat di Sumber doi.org/10.1073/pnas.1620161114
Informasi Jurnal
Tahun Terbit
2017
Bahasa
en
Total Sitasi
289×
Sumber Database
Semantic Scholar
DOI
10.1073/pnas.1620161114
Akses
Open Access ✓