FluTE, a Publicly Available Stochastic Influenza Epidemic Simulation Model

被引:212
作者
Chao, Dennis L. [1 ]
Halloran, M. Elizabeth [1 ,2 ]
Obenchain, Valerie J. [1 ]
Longini, Ira M., Jr. [1 ]
机构
[1] Fred Hutchinson Canc Res Ctr, Ctr Stat & Quantitat Infect Dis, Seattle, WA 98104 USA
[2] Univ Washington, Sch Publ Hlth, Dept Biostat, Seattle, WA 98195 USA
关键词
A H1N1 VIRUS; PANDEMIC INFLUENZA; UNITED-STATES; BIOTERRORIST SMALLPOX; MITIGATION STRATEGIES; INFECTIOUS-DISEASES; REPRODUCTION RATIO; SOCIAL CONTACTS; TRANSMISSION; COMMUNITY;
D O I
10.1371/journal.pcbi.1000656
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Mathematical and computer models of epidemics have contributed to our understanding of the spread of infectious disease and the measures needed to contain or mitigate them. To help prepare for future influenza seasonal epidemics or pandemics, we developed a new stochastic model of the spread of influenza across a large population. Individuals in this model have realistic social contact networks, and transmission and infections are based on the current state of knowledge of the natural history of influenza. The model has been calibrated so that outcomes are consistent with the 1957/1958 Asian A(H2N2) and 2009 pandemic A(H1N1) influenza viruses. We present examples of how this model can be used to study the dynamics of influenza epidemics in the United States and simulate how to mitigate or delay them using pharmaceutical interventions and social distancing measures. Computer simulation models play an essential role in informing public policy and evaluating pandemic preparedness plans. We have made the source code of this model publicly available to encourage its use and further development.
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页数:8
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