期刊论文详细信息
BMC Proceedings
Enhancing epidemiological analysis of intercontinental dispersion of H5N1 viral strains by migratory waterfowl using phylogeography
Dhananjai M Rao1 
[1] CSE Department, Miami University, 510 E. High Street, Oxford 45056 OHIO, USA
关键词: Temporo-Geospatial Analysis;    Phylogeography;    H5N1;    Epidemiology;   
Others  :  1090399
DOI  :  10.1186/1753-6561-8-S6-S1
PDF
【 摘 要 】

Background

Intercontinental migratory waterfowl are the primary vectors for dispersion of H5N1 viruses and have been implicated in several zoonotic epidemics and pandemics. Recent investigations have established that with a single mutation, the virus gains the ability to transmit between humans. Consequently, there is a heightened urgency to identify innovative approaches to proactively mitigate emergent epidemics. Accordingly, a novel methodology combining temporo-geospatial epidemiology and phylogeographic analysis of viral strains is proposed to identify critical epicenters and epidemic pathways along with high risk candidate regions for increased surveillance.

Results

Epidemiological analysis was used to identify 91,245 candidate global infection transmission pathways between 22 high risk waterfowl species. Dominant infection pathways (25,625 and 54,500 in summering and wintering zones) were identified through annotation using phylogeographical data computed from the phylogram of 2417 H5N1 HA isolates (from GISAID EpiFlu database). Annotation of infection pathways in turn delineated 23 influential clades out of 130 clades in the phylogram.

Conclusions

The phylogeographic analyses provides strong cross-validation of epidemic pathways and identifies the dominant pathways for use in other epidemiological and prophylactic studies. The temporo-geospatial characteristics of infection transmission provides corroborating, but novel evidence for rapid genesis of H5N1 lineages in S.E. Asia. The proposed method pinpoints several regions, particularly in the southern hemisphere, as candidates for increased surveillance.

【 授权许可】

   
2014 Rao; licensee BioMed Central Ltd.

【 预 览 】
附件列表
Files Size Format View
20150128160650892.pdf 1717KB PDF download
Figure 7. 28KB Image download
Figure 6. 36KB Image download
Figure 5. 10KB Image download
Figure 4. 40KB Image download
Figure 3. 35KB Image download
Figure 2. 25KB Image download
Figure 1. 105KB Image download
【 图 表 】

Figure 1.

Figure 2.

Figure 3.

Figure 4.

Figure 5.

Figure 6.

Figure 7.

【 参考文献 】
  • [1]Trifonov V, Khiabanian H, Rabadan R: Geographic dependence, surveillance, and origins of the 2009 influenza a (H1N1) virus. New England Journal of Medicine 2009, 361(2):115-119.
  • [2]Sonnberg S, Webby RJ, Webster RG: Natural history of highly pathogenic avian influenza {H5N1}. Virus Research 2013, 178(1):63-77.
  • [3]WHO: World Health Organization: Global Health Observatory Map Gallery: Areas with confirmed human cases for avian influenza A(H5N1) reported to WHO, 2003-2013. 2013. http://gamapserver.who.int/mapLibrary/Files/Maps/2003_AvianInfluenza_GlobalMap_01Feb13.png webcite
  • [4]CDC: First Human Avian Influenza A (H5N1) Virus Infection Reported in Americas 2014. http://www.cdc.gov/flu/news/first-human-h5n1-americas.htm webcite
  • [5]Li IWS, Chan KH, To KWK, Wong SSY, Ho PL, Lau SKP, Woo PCY, Tsoi HW, Chan JFW, Cheng VCC, Zheng BJ, Chen H, Yuen KY: Differential susceptibility of different cell lines to swine-origin influenza a H1N1, seasonal human influenza A H1N1, and avian influenza A H5N1 viruses. Journal of Clinical Virology 2009, 46(4):325-330.
  • [6]Gilbert M, Pfeiffer DU: Risk factor modelling of the spatio-temporal patterns of highly pathogenic avian influenza (HPAIV) H5N1: A review. Spatial and Spatio-temporal Epidemiology 2012, 3(3):173-183.
  • [7]Normile D: Avian influenza: Evidence points to migratory birds in H5N1 spread. Science 2006, 311(5765):1225.
  • [8]USDA: Assessment of introduction pathway for novel avian influenza virus into north america by wild birds from eurasia: Technical report, United States Department of Agriculture (USDA)'s Animal & Plant Health Inspection Service (APHIS) Department of Veterinary Services and Centers for Epidemiology and Animal Health (May 2013). Available online. http://pc2lab.cec.miamioh.edu/documents/USDA_Report.pdf webcite
  • [9]Liang L, Xu B, Chen Y, Liu Y, Cao W, Fang L, Feng L, Goodchild MF, Gong P: Combining spatial-temporal and phylogenetic analysis approaches for improved understanding on global H5N1 transmission. PLOS One 2010, 5(10):13575.
  • [10]Fuller TL, Gilbert M, Martin V, Cappelle J, Hosseini P, Njabo KY, Aziz SA, Xiao X, Daszak P, Smith TB: Predicting hotspots for influenza virus reassortment. Emerging Infectious Diseases 2013., 19(4)
  • [11]Tharakaraman K, Jayaraman A, Raman R, Viswanathan K, Stebbins NW, Johnson D, Shriver Z, Sasisekharan V, Sasisekharan R: Glycan receptor binding of the influenza A virus H7N9 hemagglutinin. Cell 2013., 1016(10)
  • [12]Rappuoli R, Dormitzer PR: Influenza: Options to Improve Pandemic Preparation. Science 2012, 336(6088):1531-1533.
  • [13]President's Council of Advisors on Science and Technology: Report To The President on Engineering The Influenza Vaccine Production Enterprise to Meet The Challenges of Pandemic Influenza 2010. http://www.whitehouse.gov/sites/default/files/microsites/ostp/Vaccinology-Backgrounder.pdf webcite
  • [14]Rao DM, Chernyakhovsky A, Rao V: Modeling and analysis of global epidemiology of avian influenza. Environmental Modelling & Software 2009, 24(1):124-134.
  • [15]Pullum LL, Ozmen O: Early results from metamorphic testing of epidemiological models. BioMedical Computing (BioMedCom), 2012 ASE/IEEE International Conference On 2012, 62-67.
  • [16]Brauer F, Castillo-Chavez C: Mathematical Models for Communicable Diseases. In SIAM. 3600 Market Street, Philadelphia, PA 19104-2688, USA; 2013.
  • [17]Hagemeijer W, Mundkur T: Migratory Flyways in Europe, Africa, and Asia and the Spread of HPAI H5N1. International Scientific Conference On Avian Influenza and Wild Birds, Rome, Italy 2006. FAO and OIE
  • [18]Wilson HM, Petersen MR, Sexson MG: Relation of highly pathogenic avian influenza (H5N1) prevalence to migration patterns of pacific common eiders nesting in northwest alaska: Summary report, 2007-northwest alaska. [http://alaska.fws.gov/mbsp/mbm/waterfowl/surveys/pdf/nwak_ai_coei.pdf] webciteTechnical report, US Fish and Wildlife Service and US Geological Survey (September 2007)Available online
  • [19]Gilbert M, Xiao X, Domenech J, Lubroth J, Martin V, Slingenbergh J: Anatidae migration in the western palearctic and spread of highly pathogenic avian influenza H5N1 virus. Emerging Infectious Diseases 2006., 12(11)
  • [20]Takekawa JY, Newman SH, Xiao X, Prosser DJ, Spragens KA, Palm EC, Yan B, Li T, Lei F, Zhao D, Douglas DC, Muzaffar SB, Ji W: Migration of waterfowl in the east asian flyway and spatial relationship to HPAI H5N1 outbreaks. Avian Diseases Digest 2010, 5(s1):101-102.
  • [21]GROMS: Global Register of Migratory Species (GROMS): Summarising Knowledge about Migratory Species for Conservation 2013. http://www.groms.de/ webcite
  • [22]BirdLife International: BirdLife Data Zone [http://www.birdlife.org/datazone/home] webcite 2012.
  • [23]Group WHEW: Continued evolution of highly pathogenic avian influenza a (H5N1): updated nomenclature. Influenza and Other Respiratory Viruses 2012, 6(1):1-5.
  • [24]Editorial: Action stations: The time for sitting on flu data is over Nature 2006, 441(7097):1028-1028.
  • [25]Edgar RC: MUSCLE: multiple sequence alignment with high accuracy and high throughput. Nucl Acids Res 2004, 32(5):1792-1797.
  • [26]Swofford DL: PAUP*: Phylogenetic analysis Using Parsimony (and Other Methods) 4.0 Beta. 2003. http://paup.csit.fsu.edu/ webcite
  • [27]GeoNames: GeoNames Geographical Database 2014. http://www.geonames.org/ webcite
  • [28]Russell CA, Jones TC, Barr IG, Cox NJ, Garten RJ, Gregory V, Gust ID, Hampson AW, Hay AJ, Hurt AC, de Jong JC, Kelso A, Klimov AI, Kageyama T, Komadina N, Lapedes AS, Lin YP, Mosterin A, Obuchi M, Odagiri T, Osterhaus ADME, Rimmelzwaan GF, Shaw MW, Skepne E, Stohr K, Tashiro M, Fouchier RAM, Smith DJ: The Global Circulation of Seasonal Influenza A (H3N2) Viruses. Science 2008, 320(5874):340-346. doi:10.1126/science.1154137
  文献评价指标  
  下载次数:59次 浏览次数:10次