Analyze Diet
Epidemiology and infection2006; 135(1); 57-66; doi: 10.1017/S0950268806006662

Environmental and ecological determinants of West Nile virus occurrence in horses in North Dakota, 2002.

Abstract: West Nile virus (WNV) outbreak in North Dakota in 2002 included over 569 horse cases, clustered mainly in the eastern and northeastern parts of the state. The pattern of occurrence observed suggested existence of specific environmental and ecological factors that increased the risk for infection and illness in those locations. We developed a predictive model with factors that explained the pattern of WNV occurrence observed. Results indicated that surface elevation, temperature, precipitation, reported WNV-positive birds, reported WNV-positive humans, and reported WNV-positive mosquitoes were important predictors of occurrence in horses. However, case distance from water bodies was not significant in the model. Future predictive models of WNV occurrence in horses should take into account these factors in order to improve accuracy and reliability. Research into other potential determinants such as horse management factors are required to determine more differential risk factors associated with WNV occurrence in horses.
Publication Date: 2006-06-06 PubMed ID: 16753077PubMed Central: PMC2870555DOI: 10.1017/S0950268806006662Google Scholar: Lookup
The Equine Research Bank provides access to a large database of publicly available scientific literature. Inclusion in the Research Bank does not imply endorsement of study methods or findings by Mad Barn.
  • Evaluation Study
  • Journal Article
  • Research Support
  • Non-U.S. Gov't

Summary

This research summary has been generated with artificial intelligence and may contain errors and omissions. Refer to the original study to confirm details provided. Submit correction.

The research paper discusses a study conducted to identify the environmental and ecological factors influencing the outbreak of West Nile Virus (WNV) in horses in North Dakota in 2002. The researchers built a predictive model incorporating these factors to explain the patterns of WNV occurrence in horses.

Research Context and Purpose

  • The study was conducted in the context of a major West Nile virus outbreak in North Dakota in 2002, where over 569 horse cases were reported.
  • The aim of the research was to identify the specific environmental and ecological factors that made certain locations more susceptible to WNV infection, as suggested by the clustering of cases mainly in the eastern and northeastern parts of the state.

Predictive Model Development and Factors Considered

  • The researchers developed a predictive model to explain the patterns of WNV occurrence in horses based on certain factors.
  • The factors included in the model were surface elevation, temperature, precipitation, reported WNV-positive birds, humans, mosquitoes, and the case distance from water bodies.
  • The model aimed at predicting WNV occurrence in horses using these factors.

Results of the Study

  • The results from the predictive model highlighted surface elevation, temperature, precipitation, the presence of WNV-positive birds, humans and mosquitoes as significant determinants of WNV occurrence in horses.
  • The case distance from water bodies did not significantly contribute to the model, thus was not considered as a significant determinant of WNV outbreak in horses.

Implications and Recommendations

  • The study suggests that future predictive models of WNV occurrence in horses can improve their accuracy and reliability by considering the highlighted factors.
  • Further research is recommended to investigate other potential determinants such as horse management factors, which could help identify more definitive risk factors associated with WNV occurrence in horses.

Cite This Article

APA
Mongoh MN, Khaitsa ML, Dyer NW. (2006). Environmental and ecological determinants of West Nile virus occurrence in horses in North Dakota, 2002. Epidemiol Infect, 135(1), 57-66. https://doi.org/10.1017/S0950268806006662

Publication

ISSN: 0950-2688
NlmUniqueID: 8703737
Country: England
Language: English
Volume: 135
Issue: 1
Pages: 57-66

Researcher Affiliations

Mongoh, M Ndiva
  • Natural Resources Management Program, College of Agriculture, Food Systems, and Natural Resources, North Dakota State University, Fargo, ND, USA.
Khaitsa, M L
    Dyer, N W

      MeSH Terms

      • Animals
      • Birds / virology
      • Culicidae / virology
      • Disease Outbreaks
      • Ecosystem
      • Environment
      • Geographic Information Systems
      • Horse Diseases / epidemiology
      • Horse Diseases / virology
      • Horses / virology
      • Humans
      • Models, Biological
      • North Dakota / epidemiology
      • Principal Component Analysis
      • Risk Factors
      • West Nile Fever / epidemiology
      • West Nile Fever / veterinary
      • West Nile Fever / virology
      • West Nile virus / isolation & purification
      • West Nile virus / pathogenicity

      References

      This article includes 35 references
      1. Rappole JH, Derrickson SR, Hubálek Z. Migratory birds and spread of West Nile virus in the Western Hemisphere.. Emerg Infect Dis 2000 Jul-Aug;6(4):319-28.
        pmc: PMC2640881pubmed: 10905964doi: 10.3201/eid0604.000401google scholar: lookup
      2. Nash D, Mostashari F, Fine A, Miller J, O'Leary D, Murray K, Huang A, Rosenberg A, Greenberg A, Sherman M, Wong S, Layton M. The outbreak of West Nile virus infection in the New York City area in 1999.. N Engl J Med 2001 Jun 14;344(24):1807-14.
        pubmed: 11407341doi: 10.1056/nejm200106143442401google scholar: lookup
      3. Reisen W, Lothrop H, Chiles R, Madon M, Cossen C, Woods L, Husted S, Kramer V, Edman J. West Nile virus in California.. Emerg Infect Dis 2004 Aug;10(8):1369-78.
        pmc: PMC3320391pubmed: 15496236doi: 10.3201/eid1008.040077google scholar: lookup
      4. Marfin AA, Gubler DJ. West Nile encephalitis: an emerging disease in the United States.. Clin Infect Dis 2001 Nov 15;33(10):1713-9.
        pubmed: 11595987doi: 10.1086/322700google scholar: lookup
      5. Garmendia AE, Van Kruiningen HJ, French RA. The West Nile virus: its recent emergence in North America.. Microbes Infect 2001 Mar;3(3):223-9.
        pubmed: 11358716doi: 10.1016/s1286-4579(01)01374-0google scholar: lookup
      6. Ostlund EN, Crom RL, Pedersen DD, Johnson DJ, Williams WO, Schmitt BJ. Equine West Nile encephalitis, United States.. Emerg Infect Dis 2001 Jul-Aug;7(4):665-9.
        pmc: PMC2631754pubmed: 11589171doi: 10.3201/eid0704.010412google scholar: lookup
      7. Smithburn KC. A neurotropic virus isolated from the blood of a native of Uganda.. American Journal of Tropical Medicine and Hygiene 1940;20:471–492.
      8. Petersen LR, Marfin AA, Gubler DJ. West Nile virus.. JAMA 2003 Jul 23;290(4):524-8.
        pubmed: 12876096doi: 10.1001/jama.290.4.524google scholar: lookup
      9. Marfin AA, Gubler DJ. West Nile encephalitis: an emerging disease in the United States.. Clin Infect Dis 2001 Nov 15;33(10):1713-9.
        pubmed: 11595987doi: 10.1086/322700google scholar: lookup
      10. Mostashari F, Kulldorff M, Hartman JJ, Miller JR, Kulasekera V. Dead bird clusters as an early warning system for West Nile virus activity.. Emerg Infect Dis 2003 Jun;9(6):641-6.
        pmc: PMC3000152pubmed: 12781002doi: 10.3201/eid0906.020794google scholar: lookup
      11. USGS Breeding Bird Survey. http://www.mbr-pwrc.usgs.gov/bbs/ http://www.mbr-pwrc.usgs.gov/bbs/ ). Accessed 17 May 2006.
      12. Autorino GL, Battisti A, Deubel V, Ferrari G, Forletta R, Giovannini A, Lelli R, Murri S, Scicluna MT. West Nile virus epidemic in horses, Tuscany region, Italy.. Emerg Infect Dis 2002 Dec;8(12):1372-8.
        pmc: PMC2738505pubmed: 12498650doi: 10.3201/eid0812.020234google scholar: lookup
      13. Turell MJ, Sardelis MR, O'Guinn ML, Dohm DJ. Potential vectors of West Nile virus in North America.. Curr Top Microbiol Immunol 2002;267:241-52.
        pubmed: 12082992doi: 10.1007/978-3-642-59403-8_12google scholar: lookup
      14. . West Nile virus: monitoring, modeling and remediation: a GIS perspective.. January 2003.
      15. Ostlund EN, Andresen JE, Andresen M. West Nile encephalitis.. Vet Clin North Am Equine Pract 2000 Dec;16(3):427-41.
        pubmed: 11219341doi: 10.1016/s0749-0739(17)30087-1google scholar: lookup
      16. McCarthy TA, Hadler JL, Julian K, Walsh SJ, Biggerstaff BJ, Hinten SR, Baisley C, Iton A, Brennan T, Nelson RS, Achambault G, Marfin AA, Petersen LR. West Nile virus serosurvey and assessment of personal prevention efforts in an area with intense epizootic activity: Connecticut, 2000.. Ann N Y Acad Sci 2001 Dec;951:307-16.
      17. Schuler LA, Khaitsa ML, Dyer NW, Stoltenow CL. Evaluation of an outbreak of West Nile virus infection in horses: 569 cases (2002).. J Am Vet Med Assoc 2004 Oct 1;225(7):1084-9.
        pubmed: 15515988doi: 10.2460/javma.2004.225.1084google scholar: lookup
      18. North Dakota WNV. www.ndwnv.com/ www.ndwnv.com/ ). Accessed 23 April 2004.
      19. USGS Breeding Bird Survey. www.mbr-pwrc.usgs.gov/bbs/ www.mbr-pwrc.usgs.gov/bbs/ ). Accessed 23 April 2004.
      20. Vine MF, Degnan D, Hanchette C. Geographic information systems: their use in environmental epidemiologic research.. Environ Health Perspect 1997 Jun;105(6):598-605.
        pmc: PMC1470069pubmed: 9288494doi: 10.1289/ehp.97105598google scholar: lookup
      21. . West Nile virus in equids in the Northeastern United States in 2000.. USDA, APHIS, VS, August 2001.
      22. Ruiz MO, Tedesco C, McTighe TJ, Austin C, Kitron U. Environmental and social determinants of human risk during a West Nile virus outbreak in the greater Chicago area, 2002.. Int J Health Geogr 2004 Apr 20;3(1):8.
        pmc: PMC420251pubmed: 15099399doi: 10.1186/1476-072x-3-8google scholar: lookup
      23. CDC. Epidemic/Epizootic West Nile virus in the United States: revised guidelines for surveillance, prevention, and control.. Excerpts from workshop held in Charlotte, NC, 31 Jan.–4 Feb.
      24. North Dakota Weather Network (NDAWN) http://ndawn.ndsu.nodak.edu/ http://ndawn.ndsu.nodak.edu/ ). Accessed 17 May 2006.
      25. Daly C, Neilson RP, Jones ME, Laenen A. A digital topographic approach to modeling the distribution of precipitation in mountainous terrain. Interdisciplinary Approaches in Hydrology and Hydrogeology American Institute of Hydrology; 1992; pp. 437–454.
      26. . West Nile Virus – North Dakota. Cumulative veterinary map.. .
      27. . West Nile Virus map updates.. .
      28. Montgomery DC. Design and Analysis of Experiments. 5th edn. New York: John Wiley & Sons; 2000.
      29. Srivastava MS. Methods of Multivariate Statistics. 4th edn. New York: John Wiley & Sons; 2002.
      30. . Equine WNV outlook for the United States.. USDA, APHIS, VS. June 2003. #N399.0603.
      31. Ward MP, Levy M, Thacker HL, Ash M, Norman SK, Moore GE, Webb PW. Investigation of an outbreak of encephalomyelitis caused by West Nile virus in 136 horses.. J Am Vet Med Assoc 2004 Jul 1;225(1):84-9.
        pubmed: 15239478doi: 10.2460/javma.2004.225.84google scholar: lookup
      32. . Wetlands and West Nile Virus.. .
      33. . Provisional surveillance summary of the West Nile virus epidemic--United States, January-November 2002.. MMWR Morb Mortal Wkly Rep 2002 Dec 20;51(50):1129-33.
        pubmed: 12537287
      34. CDC. West Nile virus activity – United States, November 29, 2002.. Morbidity and Mortality Weekly Reports 2002;51:1072–1073.
      35. Mostashari F, Kulldorff M, Hartman JJ, Miller JR, Kulasekera V. Dead bird clusters as an early warning system for West Nile virus activity.. Emerg Infect Dis 2003 Jun;9(6):641-6.
        pmc: PMC3000152pubmed: 12781002doi: 10.3201/eid0906.020794google scholar: lookup

      Citations

      This article has been cited 6 times.
      1. Tran A, L'Ambert G, Balança G, Pradier S, Grosbois V, Balenghien T, Baldet T, Lecollinet S, Leblond A, Gaidet-Drapier N. An Integrative Eco-Epidemiological Analysis of West Nile Virus Transmission. Ecohealth 2017 Sep;14(3):474-489.
        doi: 10.1007/s10393-017-1249-6pubmed: 28584951google scholar: lookup
      2. Pradier S, Sandoz A, Paul MC, Lefebvre G, Tran A, Maingault J, Lecollinet S, Leblond A. Importance of wetlands management for West Nile Virus circulation risk, Camargue, Southern France. Int J Environ Res Public Health 2014 Aug 4;11(8):7740-54.
        doi: 10.3390/ijerph110807740pubmed: 25093652google scholar: lookup
      3. Ozdenerol E, Taff GN, Akkus C. Exploring the spatio-temporal dynamics of reservoir hosts, vectors, and human hosts of West Nile virus: a review of the recent literature. Int J Environ Res Public Health 2013 Oct 25;10(11):5399-432.
        doi: 10.3390/ijerph10115399pubmed: 24284356google scholar: lookup
      4. Ward MP, Wittich CA, Fosgate G, Srinivasan R. Environmental risk factors for equine West Nile virus disease cases in Texas. Vet Res Commun 2009 Jun;33(5):461-71.
        doi: 10.1007/s11259-008-9192-1pubmed: 19031106google scholar: lookup
      5. Clements AC, Pfeiffer DU. Emerging viral zoonoses: frameworks for spatial and spatiotemporal risk assessment and resource planning. Vet J 2009 Oct;182(1):21-30.
        doi: 10.1016/j.tvjl.2008.05.010pubmed: 18718800google scholar: lookup
      6. Schwarz ER, Long MT. Comparison of West Nile Virus Disease in Humans and Horses: Exploiting Similarities for Enhancing Syndromic Surveillance. Viruses 2023 May 24;15(6).
        doi: 10.3390/v15061230pubmed: 37376530google scholar: lookup