How environmental conditions impact mosquito ecology and Japanese encephalitis: An eco-epidemiological approach

Environment International

Volumn 79, Issue , 2015, Pages 17-24

  Tian, Huai Yu ^a   Bi, Peng ^b   Cazelles, Bernard ^c,d   Zhou, Sen ^e   Huang, Shan Qian ^a   Yang, Jing ^a   Pei, Yao ^e   Wu, Xiao Xu ^a   Fu, Shi Hong ^f,g   Tong, Shi Lu ^h   Wang, Huan Yu ^f,g   Xu, Bing ^a,e,i  

^a BEIJING NORMAL UNIVERSITY   (China)

^b UNIVERSITY OF ADELAIDE   (Australia)

^c Sorbonne Universités   (France)

^d ECOLE NORMALE SUPÉRIEURE   (France)

^e TSINGHUA UNIVERSITY   (China)

^f CHINESE CENTER FOR DISEASE CONTROL AND PREVENTION   (China)

^g ZHEJIANG UNIVERSITY   (China)

^h QUEENSLAND UNIVERSITY OF TECHNOLOGY   (Australia)

ⁱ UNIVERSITY OF UTAH   (United States)

Author keywords

China; Climate; Environmental thresholds; Generalized threshold models; Japanese encephalitis; Mosquito vector

Indexed keywords

CLIMATE MODELS; ECOLOGY; HEALTH RISKS; MAMMALS; RISK MANAGEMENT; TRANSMISSIONS;

CHINA; CLIMATE; ENVIRONMENTAL THRESHOLD; JAPANESE ENCEPHALITIS; MOSQUITO VECTORS; THRESHOLD MODEL;

PREDICTIVE ANALYTICS;

RAIN;

COMMUNITY COMPOSITION; DISEASE TRANSMISSION; DISEASE VECTOR; ENCEPHALITIS; ENVIRONMENTAL CONDITIONS; ENVIRONMENTAL FACTOR; EPIDEMIOLOGY; MOSQUITO;

AEDES ALBOPICTUS; ANOPHELES SINENSIS; ARTICLE; CULEX QUINQUEFASCIATUS; CULEX TRITAENIORHYNCHUS; DROUGHT; ENVIRONMENTAL IMPACT ASSESSMENT; ENVIRONMENTAL TEMPERATURE; HIGH TEMPERATURE; HUMIDITY; JAPANESE ENCEPHALITIS; LARVA; MOSQUITO; NONHUMAN; POPULATION DENSITY; PRIORITY JOURNAL; SEASONAL VARIATION; SPECIES DOMINANCE; VIRUS TRANSMISSION; ANIMAL; CHINA; CLIMATE; DISEASE CARRIER; ECOSYSTEM; ENCEPHALITIS, JAPANESE; HUMAN; PHYSIOLOGY; RISK FACTOR; TEMPERATURE; TRANSMISSION;

CHANGSHA; CHINA; HUNAN;

JAPANESE ENCEPHALITIS VIRUS; SUIDAE;

ANIMALS; CHINA; CLIMATE; CULICIDAE; DISEASE VECTORS; ECOSYSTEM; ENCEPHALITIS, JAPANESE; HUMANS; HUMIDITY; POPULATION DENSITY; RISK FACTORS; TEMPERATURE;

EID: 84924813624     PISSN: 01604120     EISSN: 18736750     Source Type: Journal    
DOI: 10.1016/j.envint.2015.03.002     Document Type: Article

References (61)

1. Almirón W.R., Brewer M.E. Classification of immature stage habitats of Culicidae (Diptera) collected in Córdoba, Argentina. Mem. Inst. Oswaldo Cruz 1996, 91:1-9.
2. Bi P., Tong S., Donald K., Parton K.A., Ni J. Climate variability and transmission of Japanese encephalitis in eastern China. Vector Borne Zoonotic Dis. 2003, 3:111-115.
3. Bi P., Zhang Y., Parton K.A. Weather variables and Japanese encephalitis in the metropolitan area of Jinan city, China. J. Infect. 2007, 55:551-556.
4. Campbell G.L., Hills S.L., Fischer M., Jacobson J.A., Hoke C.H., Hombach J.M., Marfin A.A., Solomon T., Tsai T.F., Tsu V.D. Estimated global incidence of Japanese encephalitis: a systematic review. Bull. World Health Organ. 2011, 89:766-774.
5. Chatfield C. The Analysis of Time Series: Theory and Practice 1975, Chapman & Hall, London.
6. Chen B.Q. Epidemic encephalitis B. Epidemiology 1996, People's Medical Publishing House, Beijing. 2nd ed. G.Y. Geng (Ed.).
7. Das P.K., Sivagnaname N., Amalraj D.D. Population interactions between Culex vishnui mosquitoes and their natural enemies in Pondicherry, India. J. Vector Ecol. 2006, 31:84-88.
8. Erlanger T.E., Weiss S., Keiser J., Utzinger J., Wiedenmayer K. Past, present, and future of Japanese encephalitis. Emerg. Infect. Dis. 2009, 15:1-7.
9. Gao X., Nasci R., Liang G. The neglected arboviral infections in mainland China. PLoS Negl. Trop. Dis. 2010, 4:e624.
10. Gingrich J.B., Nisalak A., Latendresse J.R., Sattabongkot J., Hoke C.H., Pomsdhit J., Chantalakana C., Satayaphanta C., Uechiewcharnkit K., Innis B.L. Japanese encephalitis virus in Bangkok: factors influencing vector infections in three suburban communities. J. Med. Entomol. 1992, 29:436-444.
11. Guo S.H., Li J.H. Epidemiological analysis of epidemic encephalitis B in Hunan province during the past 50year. Chin. J. Dis. Control Prev. 2002, 6:81-82.
12. Hales S., Weinstein P., Souares Y., Woodward A. El Niño and the dynamics of vectorborne disease transmission. Environ. Health Perspect. 1999, 107:99-102.
13. Hales S., De Wet N., Maindonald J., Woodward A. Potential effect of population and climate changes on global distribution of dengue fever: an empirical model. Lancet 2002, 360:830-834.
14. Halstead S.B., Jacobson J. Japanese encephalitis vaccines. Vaccine 2008, Elsevier, Philadelphia. 5th ed. S.A. Plotkin, W.A. Orenstein, P.A. Offit (Eds.).
15. Han N., Adams J., Chen P., Guo Z.-y., Zhong X.-f., Fang W., Li N., Wen L., Tao X.-y., Yuan Z.-m. Comparison of genotypes I and III in Japanese encephalitis virus reveal distinct differences in their genetic and host diversity. J. Virol. 2014, 88:11469-11479.
16. Hassan A., Narayanan V., Salmah M. Observations on the physico-chemical factors of the breeding habitats of Culex quinquefasciatus Say, 1823 (Diptera: Culicidae) in towns of north western Peninsular Malaysia. Ann. Med. Entomol. 1993, 2:1-5.
17. Hastie T.J., Tibshirani R.J. Generalized Additive Models 1990, Chapman & Hall, London, UK.
18. Henrich T.J., Hutchaleelaha S., Jiwariyavej V., Barbazan P., Nitatpattana N., Yoksan S., Gonzalez J.-P. Geographic dynamics of viral encephalitis in Thailand. Microbes Infect. 2003, 5:603-611.
19. Huete A., Didan K., Miura T., Rodriguez E.P., Gao X., Ferreira L.G. Overview of the radiometric and biophysical performance of the MODIS vegetation indices. Remote Sens. Environ. 2002, 83:195-213.
20. Impoinvil D.E., Solomon T., Schluter W.W., Rayamajhi A., Bichha R.P., Shakya G., Caminade C., Baylis M. The spatial heterogeneity between Japanese encephalitis incidence distribution and environmental variables in Nepal. PLoS One 2011, 6:e22192.
21. Kilpatrick A.M., Meola M.A., Moudy R.M., Kramer L.D. Temperature, viral genetics, and the transmission of West Nile virus by Culex pipiens mosquitoes. PLoS Pathog. 2008, 4:e1000092.
22. Konno J., Endo K., Agatsuma H., Ishida N. Cyclic outbreaks of Japanese encephalitis among pigs and humans. Am. J. Epidemiol. 1966, 84:292-300.
23. Kovats R., Edwards S., Hajat S., Armstrong B., Ebi K., Menne B. The effect of temperature on food poisoning: a time-series analysis of salmonellosis in ten European countries. Epidemiol. Infect. 2004, 132:443-453.
24. Le Flohic G., Porphyre V., Barbazan P., Gonzalez J.-P. Review of climate, landscape, and viral genetics as drivers of the Japanese encephalitis virus ecology. PLoS Negl. Trop. Dis. 2013, 7:e2208.
25. Leake C., Johnson R. The pathogenesis of Japanese encephalitis virus in Culex tritaeniorhynchus mosquitoes. Trans. R. Soc. Trop. Med. Hyg. 1987, 81:681-685.
26. Li P.F. Surveillance of vector and vector-borne disease in Changsha. Hunan Provincial Pest Control Commun. 2009, 4:7.
27. Lindenbach B.D., Thiel H.J., R C.M. Flaviviridae: the viruses and their replication. Fields Virology 2007, Wolters Kluwer-Lippincott Williams & Wilkins, Philadelphia. 5th ed. D.M. Knipe, P.M. Howley (Eds.).
28. Lv W., Huang Y., Duan L.Q., Yao Y.S. Analysis on correlation between mosquito borne diseases and seasonal fluctuation of mosquito density in Hunan Province from 2007 to 2011 [in Chinese]. Pract. Prev. Med. 2012, 19:1662-1664.
29. Masuoka P., Klein T.A., Kim H.C., Claborn D.M., Achee N., Andre R., Chamberlin J., Small J., Anyamba A., Lee D.-K. Modeling the distribution of Culex tritaeniorhynchus to predict Japanese encephalitis distribution in the Republic of Korea. Geospat. Health 2010, 5:45-57.
30. McMichael A.J., Woodruff R.E., Hales S. Climate change and human health: present and future risks. Lancet 2006, 367:859-869.
31. Miller R.H., Masuoka P., Klein T.A., Kim H.-C., Somer T., Grieco J. Ecological niche modeling to estimate the distribution of Japanese encephalitis virus in Asia. PLoS Negl. Trop. Dis. 2012, 6:e1678.
32. Ministry of Health National surveillance plan for Japanese encephalitis http://www.moh.gov.cn/open/uploadfile/2006627153210951.doc.
33. Murty U.S., Rao M.S., Arunachalam N. The effects of climatic factors on the distribution and abundance of Japanese encephalitis vectors in Kurnool district of Andhra Pradesh, India. J. Vector Borne Dis. 2010, 47:26-32.
34. Olson J.G., Atmosoedjono S., Lee V.H., Ksiazek T.G. Correlation between population indices of Culex tritaeniorhynchus and Cx. gelidus (Diptera: Culicidae) and rainfall in Kapuk, Indonesia. J. Med. Entomol. 1983, 20:108-109.
35. Peng L., Li P.F., Cheng F.F. Investigation of mosquito control in Changsha [in Chinese]. Pract. Prev. Med. 2011, 18:2121-2122.
36. Reisen W.K., Aslamkhan M., Basio R.G. The effects of climatic patterns and agricultural practices on the population dynamics of Culex tritaeniorhynchus in Asia. Southeast Asian J. Trop. Med. Public Health 1976, 7:61-71.
37. Richards E.E., Masuoka P., Brett-Major D., Smith M., Klein T.A., Kim H.C., Anyamba A., Grieco J. Research The relationship between mosquito abundance and rice field density in the Republic of Korea. Int. J. Health Geogr. 2010, 9:32.
38. Samia N.I., Chan K.-S. Maximum likelihood estimation of a generalized threshold stochastic regression model. Biometrika 2011, 98:433-448.
39. Samia N.I., Chan K.-S., Stenseth N.C. A generalized threshold mixed model for analyzing nonnormal nonlinear time series, with application to plague in Kazakhstan. Biometrika 2007, 94:101-118.
40. Samia N.I., Kausrud K.L., Heesterbeek H., Ageyev V., Begon M., Chan K.-S., Stenseth N.C. Dynamics of the plague-wildlife-human system in Central Asia are controlled by two epidemiological thresholds. Proc. Natl. Acad. Sci. U. S. A. 2011, 108:14527-14532.
41. Sandholt I., Rasmussen K., Andersen J. A simple interpretation of the surface temperature/vegetation index space for assessment of surface moisture status. Remote Sens. Environ. 2002, 79:213-224.
42. Scherer W., Moyer J., Izumi T., Gresser I., McCown J. Ecologic studies of Japanese encephalitis virus in Japan VI. Swine infection. Am. J. Trop. Med. Hyg. 1959, 8:698-706.
43. Schuh A.J., Ward M.J., Brown A.J.L., Barrett A.D. Dynamics of the emergence and establishment of a newly dominant genotype of Japanese encephalitis virus throughout Asia. J. Virol. 2014, 88:4522-4532.
44. Shaman J., Kohn M. Absolute humidity modulates influenza survival, transmission, and seasonality. Proc. Natl. Acad. Sci. U. S. A. 2009, 106:3243-3248.
45. Solomon T. Control of Japanese encephalitis-within our grasp?. N. Engl. J. Med. 2006, 355:869-871.
46. Stenseth N.C., Samia N.I., Viljugrein H., Kausrud K.L., Begon M., Davis S., Leirs H., Dubyanskiy V., Esper J., Ageyev V.S. Plague dynamics are driven by climate variation. Proc. Natl. Acad. Sci. U. S. A. 2006, 103:13110-13115.
47. Sunahara T., Mogi M., Selomo M. Factors limiting the density of Culex quinquefasciatus Say immatures in open drains in an urban area of South Sulawesi, Indonesia. Med. Entomo.l Zool. 1998, 49:93-98.
48. Takahashi M. The effects of environmental and physiological conditions of Culex tritaeniorhynchus on the pattern of transmission of Japanese encephalitis virus. J. Med. Entomol. 1976, 13:275-284.
49. Van den Hurk A.F., Ritchie S.A., Mackenzie J.S. Ecology and geographical expansion of Japanese encephalitis virus. Annu. Rev. Entomol. 2009, 54:17-35.
50. Vythilingam I., Oda K., Mahadevan S., Abdullah G., Thim C.S., Hong C.C., Vijayamalar B., Sinniah M., Igarashi A. Abundance, parity, and Japanese encephalitis virus infection of mosquitoes (Diptera: Culicidae) in Sepang District, Malaysia. J. Med. Entomol. 1997, 34:257-262.
51. Wang H.Y., Li Y.X., Liang X.F., Liang G.D. Japanese encephalitis in mainland china. Jpn. J. Infect. Dis. 2009, 62:331-336.
52. Wang L.Y., Zhang W.Y., Ding F., Hu W.B., Magalhaes R.J.S., Sun H.-L., Li Y.-X., Zou W., Wang Y., Liu Q.-Y. Spatiotemporal patterns of Japanese encephalitis in China, 2002-2010. PLoS Negl. Trop. Dis. 2013, 7:e2285.
53. Wood S.N. Modelling and smoothing parameter estimation with multiple quadratic penalties. J. R. Stat. Soc. B 2000, 62:413-428.
54. Woodruff R.E., Guest C.S., Garner M.G., Becker N., Lindsay M. Early warning of Ross River virus epidemics: combining surveillance data on climate and mosquitoes. Epidemiology 2006, 17:569-575.
55. Wu X., Tian H., Zhou S., Chen L., Xu B. Impact of global change on transmission of human infectious diseases. Sci. China Earth Sci. 2014, 57:189-203.
56. Xiao H., Gao L.D., Li X.J., Lin X.L., Dai X.Y., Zhu P.J., Chen B.Y., Zhang X.X., Zhao J., Tian H.Y. Environmental variability and the transmission of haemorrhagic fever with renal syndrome in Changsha, People's Republic of China. Epidemiol. Infect. 2013, 141:1867-1875.
57. Xiao H., Tian H.Y., Cazelles B., Li X.J., Tong S.L., Gao L.D., Qin J.X., Lin X.L., Liu H.N., Zhang X.X. Atmospheric moisture variability and transmission of hemorrhagic fever with renal syndrome in Changsha city, mainland china, 1991-2010. PLoS Negl. Trop. Dis. 2013, 7:e2260.
58. Ye X.F., Wang H.Y., Fu S.H., Gao X.Y., Zhao S.Y., Liu C.T., Li M.H., Zhai Y.G., Liang G.D. Etiological spectrum of clinically diagnosed Japanese encephalitis cases reported in Guizhou Province, China, in 2006. J. Clin. Microbiol. 2010, 48:1343-1349.
59. Zhang D.H. A preliminary survey of Changsha mosquito. Acta Entomol. Sin. 1956, 6:75-93.
60. Zheng Y., Li M., Wang H., Liang G. Japanese encephalitis and Japanese encephalitis virus in mainland China. Rev. Med. Virol. 2012, 22:301-322.
61. Zhou G., Minakawa N., Githeko A.K., Yan G. Association between climate variability and malaria epidemics in the East African highlands. Proc. Natl. Acad. Sci. U. S. A. 2004, 101:2375-2380.