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A GIS-Based Mapping to Identify Locations at Risk for Highly Pathogenic Avian Influenza Virus Outbreak in Korea

지리정보시스템 기반의 고병원성 조류인플루엔자 발생 위험지도 구축

  • Lee, Gyoungju (Department of Urban and Transportation Engineering) ;
  • Pak, Son-Il (College of Veterinary Medicine and Institute of Veterinary Science, Kangwon National University)
  • 이경주 (한국교통대학교 건설교통대학 도시공학과) ;
  • 박선일 (강원대학교 수의과대학 및 동물의학종합연구소)
  • Received : 2017.01.09
  • Accepted : 2017.03.30
  • Published : 2017.04.28

Abstract

Six major outbreaks of highly pathogenic avian influenza (HPAI) occurred from 2003 to 2016 in Korea. Epidemiological investigations of each outbreak revealed that migratory birds were the primary source of the HPAI virus. During the last five years, the geographic transmission pattern of domestic HPAI seems to have extended from local to nationwide; therefore, it is necessary to identify specific locations in which poultry farms are at elevated risk for HPAI outbreak to enable targeted surveillance and other mitigation strategies. Here, a geographical information system (GIS)-based analysis was used to identify geographic areas at high risk for future HPAI incidents in Korea based on historical outbreak data collected between December 2003 and April 2016. To accomplish this, seven criteria were used to identify areas at high-risk for HPAI occurrence. The first three criteria were based on defined spatial criteria buffering of 200 bird migration sites to some defined extents and the historical incidence of HPAI outbreaks at the buffering sites. The remaining criteria were based on combined attribute information such as number of birds or farms at district levels. Based on the criteria established for this study, the most-likely areas at higher risk for HPAI outbreak were located in Chungcheong, Jeolla, Gyeonggi, and Gyeongnam provinces, which are densely populated poultry regions considered major poultry-production areas that are located along bird migration sites. The proportion of areas at risk for HPAI occurrence ranged from 4.5% to 64.9%. For the worst criteria, all nine provinces, including Jeju Island, were found to be at risk of HPAI. The results of this study indicate that the number of poultry farms at risk for HPAI outbreaks is largely underestimated by current regulatory risk assessment procedures conducted for biosecurity authorization. The HPAI risk map generated in this study will enable easy use of information by policy makers to identify surveillance zones and employ targeted surveillance to reduce the impact of HPAI transmission.

Keywords

References

  1. 국립생물자원관. 2014-2015년도 겨울철 조류 동시 센서스. 2015.
  2. 농림축산검역본부. 2014-2016년 고병원성조류인플루엔자 역학조사 분석보고서. 2016.
  3. 농림축산식품부. 조류인플루엔자 긴급행동지침. 2016.
  4. Alfonso CP, Cowen BS, van Campen H. Influenza A viruses isolated from waterfowl in two wildlife management areas of Pennsylvania. J Wildl Dis 1995; 31: 179-185. https://doi.org/10.7589/0090-3558-31.2.179
  5. Arzey G. The role of wild aquatic birds in the epidemiology of avian influenza in Australia. Aust Vet J 2004; 82: 377-378. https://doi.org/10.1111/j.1751-0813.2004.tb11110.x
  6. Breban R, Drake JM, Stallknecht DE, Rohani P. The role of environmental transmission in recurrent avian influenza epidemics. PLoS Comput Biol 2009; 5: e1000346. https://doi.org/10.1371/journal.pcbi.1000346
  7. Capua I, Marangon S, Dalla Pozza, Santucci U. Vaccination for avian influenza in Italy. Vet Rec 2000; 147: 751.
  8. Capua I, Mutinelli F. Mortality in Muscovy ducks (Cairina moschata) and domestic geese (Anser anser var. domestica) associated with natural infection with a highly pathogenic avian influenza virus of H7N1 subtype. Avian Pathol 2001; 30: 179-183. https://doi.org/10.1080/03079450120044597
  9. Comin A, Stegeman A, Marangon S, Klinkenberg D. Evaluating surveillance strategies for the early detection of low pathogenicity avian influenza infections. PLoS One 2012; 7: e35956. https://doi.org/10.1371/journal.pone.0035956
  10. Fouchier RA, Olsen B, Bestebroer TM, Herfst S, van der Kemp L, Rimmelzwaan GF, Osterhaus AD. Influenza A virus surveillance in wild birds in Northern Europe in 1999 and 2000. Avian Dis 2003; 47: 857-860. https://doi.org/10.1637/0005-2086-47.s3.857
  11. Global Consortium for H5N8 and Related Influenza Viruses. Role for migratory wild birds in the global spread of avian influenza H5N8. Science 2016; 354: 213-217. https://doi.org/10.1126/science.aaf8852
  12. Gonzales JL, Elbers AR, Bouma A, Koch G, de Wit JJ, Stegeman JA. Low-pathogenic notifiable avian influenza serosurveillance and the risk of infection in poultry - a critical review of the European Union active surveillance programme (2005-2007). Influenza Other Respir Viruses 2010; 4: 91-99. https://doi.org/10.1111/j.1750-2659.2009.00126.x
  13. Hansen BA, Stallknecht DE, Swayne DE, Lewis LA, Senne DA. Avian influenza viruses in Minnesota ducks during 1998-2000. Avian Dis 2003; 47: 867-871. https://doi.org/10.1637/0005-2086-47.s3.867
  14. Henaux V, Samuel MD. Avian influenza shedding patterns in waterfowl: implications for surveillance, environmental transmission, and disease spread. J Wildl Dis 2011; 47: 566-578. https://doi.org/10.7589/0090-3558-47.3.566
  15. Hulse-Post DJ, Sturm-Ramirez KM, Humberd J, Seiler P, Govorkova EA, Krauss S, Scholtissek C, Puthavathana P, Buranathai C, Nguyen TD, Long HT, Naipospos TS, Chen H, Ellis TM, Guan Y, Peiris JS, Webster RG. Role of domestic ducks in the propagation and biological evolution of highly pathogenic H5N1 influenza viruses in Asia. Proc Natl Acad Sci USA. 2005; 102: 10682-10687. https://doi.org/10.1073/pnas.0504662102
  16. Kim HR, Park CK, Lee YJ, Oem JK, Kang HM, Choi JG, Lee OS, Bae YC. Low pathogenic H7 subtype avian influenza viruses isolated from domestic ducks in South Korea and the close association with isolates of wild birds. J Gen Virol 2012; 93: 1278-1287. https://doi.org/10.1099/vir.0.041269-0
  17. Kimura H, Abiko C, Peng G, Muraki Y, Sugawara K, Hongo S, Kitame F, Mizuta K, Numazaki Y, Suzuki H, Nakamura K. Interspecies transmission of influenza C virus between humans and pigs. Virus Res 1997; 48: 71-79. https://doi.org/10.1016/S0168-1702(96)01427-X
  18. Krauss S, Webster RG. Avian influenza virus surveillance and wild birds: past and present. Avian Dis 2010; 54: 394-398. https://doi.org/10.1637/8703-031609-Review.1
  19. Liu JP. Avian influenza--a pandemic waiting to happen? J Microbiol Immunol Infect 2006; 39: 4-10.
  20. Olson SH, Parmley J, Soos C, Gilbert M, Latorre-Margalef N, Hall JS, Hansbro PM, Leighton F, Munster V, Joly D. Sampling strategies and biodiversity of influenza A subtypes in wild birds. PLoS One 2014; 9: e90826. https://doi.org/10.1371/journal.pone.0090826
  21. Pak S, Lee G, Moon O, Jeong W, Yoon H, Kim Y. Geospatial distribution maps of poultry farms in Korea. Kor J Vet Res 2015; 55: 159-160.
  22. Pasick J, Handel K, Robinson J, Copps J, Ridd D, Hills K, Kehler H, Cottam-Birt C, Neufeld J, Berhane Y, Czub S. Intersegmental recombination between the haemagglutinin and matrix genes was responsible for the emergence of a highly pathogenic H7N3 avian influenza virus in British Columbia. J Gen Virol 2005; 86: 727-731. https://doi.org/10.1099/vir.0.80478-0
  23. Serratosa J, Ribo O, Correia S, Pittman M. EFSA scientific risk assessment on animal health and welfare aspects of avian influenza (EFSA-Q-2004-075). Avian Dis 2007; 51: 501-503. https://doi.org/10.1637/7574-040106R.1
  24. Sturm-Ramirez KM, Ellis T, Bousfield B, Bissett L, Dyrting K, Rehg JE, Poon L, Guan Y, Peiris M, Webster RG. Reemerging H5N1 influenza viruses in Hong Kong in 2002 are highly pathogenic to ducks. J Virol 2004; 78: 4892-4901. https://doi.org/10.1128/JVI.78.9.4892-4901.2004
  25. Suarez DL, Senne DA, Banks J, Brown IH, Essen SC, Lee CW, Manvell RJ, Mathieu-Benson C, Moreno V, Pedersen JC, Panigrahy B, Rojas H, Spackman E, Alexander DJ. Recombination resulting in virulence shift in avian influenza outbreak, Chile. Emerg Infect Dis 2004; 10: 693-699. https://doi.org/10.3201/eid1004.030396
  26. Verma R, Khanna P, Chawla S. Influenza vaccine: an effective preventive vaccine for developing countries. Hum Vaccin Immunother 2012; 8: 675-678. https://doi.org/10.4161/hv.19516
  27. Yacoub A, Kiss I, Zohari S, Hakhverdyan M, Czifra G, Mohamed N, Gyarmati P, Blomberg J, Belk S. The rapid molecular subtyping and pathotyping of avian influenza viruses. J Virol Methods 2009; 156: 157-161. https://doi.org/10.1016/j.jviromet.2008.10.019

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