Predicting local dengue transmission in Guangzhou, China, through the influence of imported cases, mosquito density and climate variability

PLoS ONE

Volumn 9, Issue 7, 2014, Pages

  Sang, Shaowei ^a,e,g,h   Yin, Wenwu ^a   Bi, Peng ^b   Zhang, Honglong ^a   Wang, Chenggang ^a,c,g   Liu, Xiaobo ^a,e,h   Chen, Bin ^a,d   Yang, Weizhong ^a   Liu, Qiyong ^a,e,f,g,h  

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

^b UNIVERSITY OF ADELAIDE   (Australia)

^c SHANDONG UNIVERSITY OF TRADITIONAL CHINESE MEDICINE   (China)

^d Xiamen Entry Exit Inspection and Quarantine Bureau   (China)

^e WHO Collaborating Centre for Vector Surveillance and Management   (China)

^f GRIFFITH UNIVERSITY   (Australia)

^g SHANDONG UNIVERSITY   (China)

^h ZHEJIANG UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; CHINA; CLIMATE CHANGE; DENGUE; DISEASE TRANSMISSION; ENVIRONMENTAL TEMPERATURE; HUMAN; HUMIDITY; IMPORT DISEASE; MOSQUITO; NONHUMAN; POPULATION DENSITY; PRECIPITATION; PREDICTION; PRINCIPAL COMPONENT ANALYSIS; RISK FACTOR; SEASONAL VARIATION; STATISTICAL MODEL; TIME SERIES ANALYSIS; UNIVARIATE ANALYSIS; VAPOR PRESSURE; ANIMAL; CLIMATE; DISEASE OUTBREAKS; FORECASTING; GEOGRAPHY; PHYSIOLOGY; TEMPERATURE; TRANSMISSION;

ANIMALS; CHINA; CLIMATE; CULICIDAE; DENGUE; DISEASE OUTBREAKS; FORECASTING; GEOGRAPHY; HUMANS; HUMIDITY; POPULATION DENSITY; PRINCIPAL COMPONENT ANALYSIS; RISK FACTORS; TEMPERATURE;

EID: 84904155094     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0102755     Document Type: Article

References (48)

1. Wilder-Smith A (2012) Dengue infections in travellers. Paediatr Int Child Health 32 Suppl 1: 28-32.
2. La Ruche G, Souares Y, Armengaud A, Peloux-Petiot F, Delaunay P, et al. (2010) First two autochthonous dengue virus infections in metropolitan France, September 2010. Euro Surveill 15: 19676.
3. Chen S (2011) The origin of dengue viruses caused the DF outbreak in Guangdong province, China, in 2006. Infect Genet Evol 11: 1183-1187.
4. Peng HJ, Lai HB, Zhang QL, Xu BY, Zhang H, et al. (2012) A local outbreak of dengue caused by an imported case in Dongguan China. BMC Public Health 12: 83.
5. Jing QL, Yang ZC, Luo L, Xiao XC, Di B, et al. (2012) Emergence of dengue virus 4 genotype II in Guangzhou, China, 2010: survey and molecular epidemiology of one community outbreak. BMC Infect Dis 12: 87.
6. Banu S, Hu W, Hurst C, Tong S (2011) Dengue transmission in the Asia-Pacific region: impact of climate change and socio-environmental factors. Trop Med Int Health 16: 598-607.
7. Fan J, Lin H, Wang C, Bai L, Yang S, et al. (2013) Identifying the high-risk areas and associated meteorological factors of dengue transmission in Guangdong Province, China from 2005 to 2011. Epidemiol Infect: 1-10.
8. Wang C, Jiang B, Fan J, Wang F, Liu Q (2013) A Study of the Dengue Epidemic and Meteorological Factors in Guangzhou, China, by Using a Zero-Inflated Poisson Regression Model. Asia Pac J Public Health.
9. Lu L, Lin H, Tian L, Yang W, Sun J, et al. (2009) Time series analysis of dengue fever and weather in Guangzhou, China. BMC Public Health 9: 395.
10. Wu JY, Lun ZR, James AA, Chen XG (2010) Dengue Fever in mainland China. Am J Trop Med Hyg 83: 664-671.
11. Wang C, Yang W, Fan J, Wang F, Jiang B, et al. (2013) Spatial and Temporal Patterns of Dengue in Guangdong Province of China. Asia Pac J Public Health.
12. HM L (2007) A big challenge for prevention and control of dengue fever in China. South Chin J Prev Med 33: 1-3.
13. Guzman MG, Kouri G (2002) Dengue: an update. Lancet Infect Dis 2: 33-42. (Pubitemid 36109304)
14. Simmons CP, Farrar JJ, Nguyen v V, Wills B (2012) Dengue. N Engl J Med 366: 1423-1432.
15. Sun J, Lin J, Yan J, Fan W, Lu L, et al. (2011) Dengue virus serotype 3 subtype III, Zhejiang Province, China. Emerg Infect Dis 17: 321-323.
16. Li Z, Yin W, Clements A, Williams G, Lai S, et al. (2012) Spatiotemporal analysis of indigenous and imported dengue fever cases in Guangdong province, China. BMC Infect Dis 12: 132.
17. Luo L, Liang HY, Hu YS, Liu WJ, Wang YL, et al. (2012) Epidemiological, virological, and entomological characteristics of dengue from 1978 to 2009 in Guangzhou, China. J Vector Ecol 37: 230-240.
18. Liu X, Jiang B, Gu W, Liu Q (2011) Temporal trend and climate factors of hemorrhagic fever with renal syndrome epidemic in Shenyang City, China. BMC Infect Dis 11: 331.
19. Bi P, Cameron AS, Zhang Y, Parton KA (2008) Weather and notified Campylobacter infections in temperate and sub-tropical regions of Australia: an ecological study. J Infect 57: 317-323.
20. Zhang WY, Guo WD, Fang LQ, Li CP, Bi P, et al. (2010) Climate variability and hemorrhagic fever with renal syndrome transmission in Northeastern China. Environ Health Perspect 118: 915-920.
21. Hii YL, Zhu H, Ng N, Ng LC, Rocklov J (2012) Forecast of dengue incidence using temperature and rainfall. PLoS Negl Trop Dis 6: e1908.
22. Wilson ME, Weld LH, Boggild A, Keystone JS, Kain KC, et al. (2007) Fever in returned travelers: results from the GeoSentinel Surveillance Network. Clin Infect Dis 44: 1560-1568. (Pubitemid 46871502)
23. Xu G, Dong H, Shi N, Liu S, Zhou A, et al. (2007) An outbreak of dengue virus serotype 1 infection in Cixi, Ningbo, People's Republic of China, 2004, associated with a traveler from Thailand and high density of Aedes albopictus. Am J Trop Med Hyg 76: 1182-1188. (Pubitemid 351837888)
24. Shang CS, Fang CT, Liu CM, Wen TH, Tsai KH, et al. (2010) The role of imported cases and favorable meteorological conditions in the onset of dengue epidemics. PLoS Negl Trop Dis 4: e775.
25. Tun-Lin W, Kay BH, Barnes A, Forsyth S (1996) Critical examination of Aedes aegypti indices: correlations with abundance. Am J Trop Med Hyg 54: 543-547. (Pubitemid 26162252)
26. Sanchez L, Vanlerberghe V, Alfonso L, Marquetti Mdel C, Guzman MG, et al. (2006) Aedes aegypti larval indices and risk for dengue epidemics. Emerg Infect Dis 12: 800-806. (Pubitemid 43726857)
27. Descloux E, Mangeas M, Menkes CE, Lengaigne M, Leroy A, et al. (2012) Climate-based models for understanding and forecasting dengue epidemics. PLoS Negl Trop Dis 6: e1470.
28. Sulaiman S, Pawanchee ZA, Arifin Z, Wahab A (1996) Relationship between Breteau and House indices and cases of dengue/dengue hemorrhagic fever in Kuala Lumpur, Malaysia. J Am Mosq Control Assoc 12: 494-496. (Pubitemid 126605134)
29. Moore CG, Cline BL, Ruiz-Tiben E, Lee D, Romney-Joseph H, et al. (1978) Aedes aegypti in Puerto Rico: environmental determinants of larval abundance and relation to dengue virus transmission. Am J Trop Med Hyg 27: 1225-1231. (Pubitemid 9080444)
30. Pontes RJ, Freeman J, Oliveira-Lima JW, Hodgson JC, Spielman A (2000) Vector densities that potentiate dengue outbreaks in a Brazilian city. Am J Trop Med Hyg 62: 378-383.
31. Pham HV, Doan HT, Phan TT, Minh NN (2011) Ecological factors associated with dengue fever in a Central Highlands province, Vietnam. BMC Infect Dis 11: 172.
32. Scott TW, Morrison AC, Takken W (2003) Aedes aegypti density and the risk of dengue virus transmission. Ecological aspects for application of genetically modified mosquitoes Dordrecht: Frontis: 187-206.
33. Kuno G (1995) Review of the factors modulating dengue transmission. Epidemiol Rev 17: 321-335.
34. Farjana T, Tuno N, Higa Y (2012) Effects of temperature and diet on development and interspecies competition in Aedes aegypti and Aedes albopictus. Med Vet Entomol 26: 210-217.
35. Scott TW, Amerasinghe PH, Morrison AC, Lorenz LH, Clark GG, et al. (2000) Longitudinal studies of Aedes aegypti (Diptera: Culicidae) in Thailand and Puerto Rico: blood feeding frequency. J Med Entomol 37: 89-101.
36. Focks DA, Brenner RJ, Hayes J, Daniels E (2000) Transmission thresholds for dengue in terms of Aedes aegypti pupae per person with discussion of their utility in source reduction efforts. Am J Trop Med Hyg 62: 11-18. (Pubitemid 30180345)
37. Alto BW, Bettinardi D (2013) Temperature and dengue virus infection in mosquitoes: independent effects on the immature and adult stages. Am J Trop Med Hyg 88: 497-505.
38. Patz JA, Martens WJ, Focks DA, Jetten TH (1998) Dengue fever epidemic potential as projected by general circulation models of global climate change. Environ Health Perspect 106: 147-153. (Pubitemid 28177094)
39. Schreiber KV (2001) An investigation of relationships between climate and dengue using a water budgeting technique. Int J Biometeorol 45: 81-89.
40. Wu PC, Lay JG, Guo HR, Lin CY, Lung SC, et al. (2009) Higher temperature and urbanization affect the spatial patterns of dengue fever transmission in subtropical Taiwan. Sci Total Environ 407: 2224-2233.
41. Watts DM, Burke DS, Harrison BA, Whitmire RE, Nisalak A (1987) Effect of temperature on the vector efficiency of Aedes aegypti for dengue 2 virus. Am J Trop Med Hyg 36: 143-152. (Pubitemid 17033990)
42. Rohani A, Wong YC, Zamre I, Lee HL, Zurainee MN (2009) The effect of extrinsic incubation temperature on development of dengue serotype 2 and 4 viruses in Aedes aegypti (L.). Southeast Asian J Trop Med Public Health 40: 942-950.
43. Chan M, Johansson MA (2012) The incubation periods of Dengue viruses. PLoS One 7: e50972.
44. Chen MJ, Lin CY, Wu YT, Wu PC, Lung SC, et al. (2012) Effects of extreme precipitation to the distribution of infectious diseases in Taiwan, 1994-2008. PLoS One 7: e34651.
45. Roriz-Cruz M, Sprinz E, Rosset I, Goldani L, Teixeira MG (2010) Dengue and primary care: a tale of two cities. Bull World Health Organ 88: 244-245.
46. Hales S, de Wet N, Maindonald J, Woodward A (2002) Potential effect of population and climate changes on global distribution of dengue fever: an empirical model. Lancet 360: 830-834. (Pubitemid 35257946)
47. Rosa-Freitas MG, Schreiber KV, Tsouris P, Weimann ET, Luitgards-Moura JF (2006) Associations between dengue and combinations of weather factors in a city in the Brazilian Amazon. Rev Panam Salud Publica 20: 256-267. (Pubitemid 46226267)
48. Focks DA, Daniels E, Haile DG, Keesling JE (1995) A simulation model of the epidemiology of urban dengue fever: literature analysis, model development, preliminary validation, and samples of simulation results. Am J Trop Med Hyg 53: 489-506.