Determination of Original Infection Source of H7N9 Avian Influenza by Dynamical Model

被引:56
|
作者
Zhang, Juan [1 ,2 ]
Jin, Zhen [1 ]
Sun, Gui-Quan [1 ,4 ]
Sun, Xiang-Dong [3 ]
Wang, You-Ming [3 ]
Huang, Baoxu [3 ]
机构
[1] Shanxi Univ, Complex Syst Res Ctr, Taiyuan 030006, Shanxi, Peoples R China
[2] North Univ China, Sch Mechatron Engn, Taiyuan 030051, Shanxi, Peoples R China
[3] China Anim Hlth & Epidemiol Ctr, Lab Anim Epidemiol Surveillance, Qingdao 266032, Shandong, Peoples R China
[4] Fudan Univ, Sch Math Sci, Shanghai 200433, Peoples R China
来源
SCIENTIFIC REPORTS | 2014年 / 4卷
基金
中国国家自然科学基金;
关键词
VIRUS; TRANSMISSION; IMPACT;
D O I
10.1038/srep04846
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
H7N9, a newly emerging virus in China, travels among poultry and human. Although H7N9 has not aroused massive outbreaks, recurrence in the second half of 2013 makes it essential to control the spread. It is believed that the most effective control measure is to locate the original infection source and cut off the source of infection from human. However, the original infection source and the internal transmission mechanism of the new virus are not totally clear. In order to determine the original infection source of H7N9, we establish a dynamical model with migratory bird, resident bird, domestic poultry and human population, and view migratory bird, resident bird, domestic poultry as original infection source respectively to fit the true dynamics during the 2013 pandemic. By comparing the date fitting results and corresponding Akaike Information Criterion (AIC) values, we conclude that migrant birds are most likely the original infection source. In addition, we obtain the basic reproduction number in poultry and carry out sensitivity analysis of some parameters.
引用
收藏
页数:16
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