Using knowledge fusion to analyze avian influenza H5N1 in East and Southeast Asia.

作者: Erjia Ge , Robert Haining , Chi Pang Li , Zuguo Yu , Miu Yee Waye

DOI: 10.1371/JOURNAL.PONE.0029617

关键词:

摘要: Highly pathogenic avian influenza (HPAI) H5N1, a disease associated with high rates of mortality in infected human populations, poses serious threat to public health many parts the world. This article reports findings from study aimed at improving our understanding spatial pattern highly influenza, risk East-Southeast Asia where is both persistent and devastating. Though disciplines have made important contributions it remains challenge integrate knowledge different disciplines. applies genetic analysis that identifies evolution H5N1 virus space time, epidemiological determines socio-ecological factors occurrence, statistical outbreak clusters, then methodology formally three sets methodologies. The present novel two respects. First makes initiative attempt use sequences space-time data create phylogenetic tree estimate map virus' ability spread. Second, by integrating results we are able generate insights into occurrence spread believe higher level corroboration than possible when based on only one methodology. Our research links between area set including altitude, population density, poultry shortest path distances inland water, coastlines, migrating routes, railways, roads. seeks lay solid foundation for interdisciplinary this other outbreaks. It will provide substantive information containing

参考文章(48)
L. L. Cavalli-Sforza, A. W. F. Edwards, Phylogenetic analysis. Models and estimation procedures. American Journal of Human Genetics. ,vol. 19, pp. 233- 257 ,(1967)
Stan Openshaw, The modifiable areal unit problem ,(1983)
Suvasini Panigrahi, Amlan Kundu, Shamik Sural, A.K. Majumdar, Credit card fraud detection: A fusion approach using Dempster-Shafer theory and Bayesian learning Information Fusion. ,vol. 10, pp. 354- 363 ,(2009) , 10.1016/J.INFFUS.2008.04.001
David Penny, Michael D Hendy, Michael A Steel, None, Progress with methods for constructing evolutionary trees Trends in Ecology and Evolution. ,vol. 7, pp. 73- 79 ,(1992) , 10.1016/0169-5347(92)90244-6
Li-Qun Fang, Sake J. de Vlas, Song Liang, Caspar W. N. Looman, Peng Gong, Bing Xu, Lei Yan, Hong Yang, Jan Hendrik Richardus, Wu-Chun Cao, Environmental Factors Contributing to the Spread of H5N1 Avian Influenza in Mainland China PLoS ONE. ,vol. 3, pp. e2268- ,(2008) , 10.1371/JOURNAL.PONE.0002268
H. Chen, G. J. D. Smith, S. Y. Zhang, K. Qin, J. Wang, K. S. Li, R. G. Webster, J. S. M. Peiris, Y. Guan, Avian flu: H5N1 virus outbreak in migratory waterfowl Nature. ,vol. 436, pp. 191- 192 ,(2005) , 10.1038/NATURE03974
A. M. Kilpatrick, A. A. Chmura, D. W. Gibbons, R. C. Fleischer, P. P. Marra, P. Daszak, Predicting the global spread of H5N1 avian influenza. Proceedings of the National Academy of Sciences of the United States of America. ,vol. 103, pp. 19368- 19373 ,(2006) , 10.1073/PNAS.0609227103
A Getis, Interaction modeling using second-order analysis Environment and Planning A. ,vol. 16, pp. 173- 183 ,(1984) , 10.1068/A160173
R. G. Wallace, H. HoDac, R. H. Lathrop, W. M. Fitch, A statistical phylogeography of influenza A H5N1 Proceedings of the National Academy of Sciences of the United States of America. ,vol. 104, pp. 4473- 4478 ,(2007) , 10.1073/PNAS.0700435104