Spatial evaluation and modeling of dengue seroprevalence and vector density in Rio de Janeiro, Brazil

PLoS Neglected Tropical Diseases

Volumn 3, Issue 11, 2009, Pages

  Honório, Nildimar Alves ^a   Nogueira, Rita Maria Ribeiro ^a   Codeço, Cláudia Torres ^a   Carvalho, Marilia Sá ^a   Cruz, Oswaldo Gonçalves ^a   Magalhães, Mônica De Avelar Figueiredo Mafra ^a   De Araújo, Josélio Maria Galvão ^a   De Araújo, Eliane Saraiva Machado ^a   Gomes, Marcelo Quintela ^a   Pinheiro, Luciane Silva ^a   Pinel, Célio Da Silva ^a   Lourenço de Oliveira, Ricardo ^a  

^a INSTITUTO OSWALDO CRUZ   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

IMMUNOGLOBULIN G; IMMUNOGLOBULIN M; VIRUS ANTIBODY;

ADOLESCENT; ADULT; AEDES AEGYPTI; AGED; ARTICLE; BRAZIL; CHILD; CONTROLLED STUDY; DENGUE; EGG; EPIDEMIC; FEMALE; GEOGRAPHIC DISTRIBUTION; HOUSEHOLD; HUMAN; INFESTATION; MAJOR CLINICAL STUDY; NONHUMAN; POPULATION ABUNDANCE; POPULATION DENSITY; PRESCHOOL CHILD; REAL TIME POLYMERASE CHAIN REACTION; REVERSE TRANSCRIPTION POLYMERASE CHAIN REACTION; SCHOOL CHILD; SEROPREVALENCE; SOCIOECONOMICS; URBAN AREA; VIRUS CARRIER; VIRUS TRANSMISSION; AEDES; ANIMAL; BIOLOGICAL MODEL; BLOOD; DENGUE VIRUS; DISEASE CARRIER; DISEASE TRANSMISSION; EPIDEMIOLOGY; GENETICS; IMMUNOLOGY; INFANT; ISOLATION AND PURIFICATION; MALE; MIDDLE AGED; PHYSIOLOGY; VIROLOGY;

ADOLESCENT; ADULT; AEDES; AGED; ANIMALS; ANTIBODIES, VIRAL; BRAZIL; CHILD; CHILD, PRESCHOOL; DENGUE; DENGUE VIRUS; HUMANS; INFANT; INSECT VECTORS; MALE; MIDDLE AGED; MODELS, BIOLOGICAL; POPULATION DENSITY; SEROEPIDEMIOLOGIC STUDIES; SOCIOECONOMIC FACTORS; YOUNG ADULT;

EID: 73449093803     PISSN: None     EISSN: None     Source Type: Journal    
DOI: 10.1371/journal.pntd.0000545     Document Type: Article

References (65)

1. Gubler DJ (1998) Resurgent vector-borne diseases as a globalhealth problem. Emerg Infec Dis 4: 442-449.
2. Schatzmayr HG (2000) Dengue situation in Brazil by year 2000. Mem Inst Oswaldo Cruz 95: 179-181.
3. Gubler DJ, Kuno G (1997) Dengue and Dengue Hemorrhagic Fever: Wallingford, United Kingdom: CAB International.
4. Scott TW, Lorenz LH, Clark GG, Strickman D, Kittayapong P, et al. (2000) Longitudinal studies of Aedes aegypti (Diptera: Culicidae) in Thailand and Puerto Rico: blood feeding frequency. J Med Entomol 37: 89-101.
5. Halstead SB (2007) Dengue. Lancet 370: 1644-1652.
6. Consoli RAGB, Lourenço-de-Oliveira R (1994) Principais Mosquitos de Importância Sanitária no Brasil. Rio de Janeiro: Fiocruz; 1994.
7. Rosen L (1999) Comments on the epidemiology, pathogenesis and control of dengue. Med Trop (Mars) 59: 495-498.
8. Gubler DJ (2002) Epidemic/dengue hemorrhagic fever as a public health, social and economic problem in the 21st century. Trends Microbiol 10: 100-103.
9. Schatzmayr HG, Nogueira RMR, Travassos Da Rosa APA (1986) An outbreak of dengue virus at Rio de Janeiro. Mem Inst Oswaldo Cruz 81: 245-246.
10. Nogueira RMR, Miagostovich MP, Lampe E, Schatzmayr HG (1990) Isolation of dengue virus type 2 in Rio de Janeiro. Mem Inst Oswaldo Cruz 85: 253.
11. Nogueira RMR, Miagostovich MP, Filippis AMB, Pereira MAS, Schatzmayr HG (2001) Dengue virus type 3 in Rio de Janeiro, Brazil. Mem Inst Oswaldo Cruz 96: 925-926.
12. Secretaria de Defesa Civil do Rio de Janeiro (SDEC-RJ) (2008) Ações em Saúde. Dengue. Relatório de casos de dengue. http://www.saude.rj.gov/Docs/Acoes/ dengue/Relatorio.htm.
13. Nogueira RMR, Schatzmayr HG, Filippis AMB, Santos FB, Cunha RV, et al. (2005) Dengue virus type 3, Brazil, 2002. Emerg Infect Dis 11: 1376-1381.
14. Lourenço-de-Oliveira R (2008) Rio de Janeiro against Aedes aegypti: yellow fever in 1908 and dengue in 2008 - Editorial. Mem Inst Oswaldo Cruz 103: 627-628.
15. Teixeira MG, Costa MCN, Coelho G, Barreto ML (2008) Recent shift in age pattern of dengue hemorrhagic fever, Brazil. Emerg Infect Dis 14: 1663.
16. Figueiredo LTM, Cavalcante SMB, Simões MC (1990) Dengue serologic survey of schoolchildren in Rio de Janeiro, Brazil, in 1986 and 1987. Bulletin of the Pan American Health Organization 24: 217-225.
17. Dias M, Dias AMC, Figueiredo LTM (1991) O dengue em Niterói - Inquérito sorológico em escolares. Rev Soc Bras Med Trop 24: 116-117.
18. Cunha RV, Dias M, Nogueira RMR, Chagas N, Miagostovich MP, et al. (1995) Secondary dengue infection in schoolchildren in a dengue endemic area in the state of Rio de Janeiro, Brazil. Rev Inst Med Trop São Paulo 37: 517-521.
19. Cunha RV, Maspero RC, Miagostovich MP, Araújo ESM, Luz DC, et al. (1997) Dengue infection in Paracambi, State of Rio de Janeiro, 1990-1995. Rev Soc Bras Med Trop 30: 379-383.
20. Singh J, Balakrishnan N, Bhardwaj M, Amuthadevi P, George EG, et al. (2000) Silent spread of dengue and dengue haemorrhagic fever to Coimbatore and Erode districts in Tamil Nadu, India, 1998: need for effective surveillance to monitor and control the disease. Epidemiol Infect 125: 195-200.
21. Teixeira MG, Barreto ML, Costa MCN, Ferreira LDA, Vasconcelos PFC, et al. (2002) Dynamics of dengue virus circulation: a silent epidemic in a complex urban area. Trop Med Int Health 7: 757-762.
22. Siqueira JB, Martelli CMT, Maciel IJ, Oliveira RM, Ribeiro MG, et al. (2004) Household survey of dengue infection in central Brazil: Spatial point pattern analysis and risk factors assessment. Am J Trop Med Hyg 71: 646-651.
23. Thammapalo S, Nagao Y, Sakamoto W, Saengtharatip S, Tsujitani M, et al. (2008) Relationship between transmission intensity and incidence of dengue hemorrhagic fever in Thailand. Plos Negl Trop Dis 2(7): e263. doi:10.1371/ journal.pntd.0000263.
24. Morrison AC, Zielinski-Gutierres E, Scott TW, Rosenberg R (2008) Defining challenges and proposing solutions for control of the virus vector Aedes aegypti. Plos Med 5(3): e68. doi:10.1371/journal.pmed.0050068.
25. Coelho GE, Burattini MN, Teixeira MG, Coutinho FAB, Massad E (2008) Dynamics of the 2006/2007 dengue outbreak in Brazil. Mem Inst Oswaldo Cruz 103: 535-539.
26. Honório NA, Codeço CT, Alves FC, Magalhães MAFM, Lourenço-de-Oliveira R (2009) Temporal distribution of Aedes aegypti in different districts of Rio de Janeiro, Brazil, measured by two types of traps. J Med Entomol. (in press).
27. Instituto Brasileiro de Geografia e Estat?́stica -IBGE (2000) Censo demográfico 2000 agregados por setores censitários dos resultados do universo, 11-417E. Instituto Brasileiro de Geografia e Estat?́stica, Rio de Janeiro, Brasil.
28. Maciel- de-Freitas R, Codeço CT, Lourenço-de-Oliveira R (2007a) Daily survival rates and dispersal of Aedes aegypti females in Rio de Janeiro, Brazil. Am J Trop Med Hyg 76: 659-665.
29. Maciel- de-Freitas R, Marques WA, Peres RC, Cunha SP, Lourenço-de-Oliveira R (2007b) Variation in Aedes aegypti (Diptera: Culicidae) container productivity in a slum and a suburban district of Rio de Janeiro during dry and wet seasons. Mem Inst Oswaldo Cruz 102: 489-496.
30. Guilarde AO, Turchi MD, Siqueira JB Jr, Feres VCR, Rocha B, et al. (2008) Dengue and dengue hemorrhagic fever among adults: clinical outcomes related to viremia, serotypes, and antibody response. J Infect Dis 197: 817-824.
31. OPS (2000) Dengue y dengue hemorrágico en las Américas: gu?́as para su prevención y control. Publicación Cient?́fica 548: 1-109.
32. Lanciotti RS, Calisher CH, Gubler DJ, Chang GJJ, Vorndam V (1992) Rapid detection and typing of dengue viruses from clinical samples by using reverse transcriptase- polymerase chain reaction. J Clin Microbiol 30: 545-551.
33. Poersch CO, Pavoni DP, Queiroz MH, Borba L, Goldenberg S, et al. (2005) Dengue virus infections: comparison of methods for diagnosing the acute disease. J Clin Virol 32: 272-77.
34. Houng HSH, Chung-Ming CR, Vaughn DW, Kanesa-thasan N (2001) Development of a fluorogenic RT-PCR system for quantitative identification of dengue virus serotypes 1-4 using conserved and serotype-specific 3′ noncoding sequences. J Virol Methods 95: 19-32.
35. Fay RW, Eliason DA (1966) A preferred oviposition site as surveillance method for Aedes aegypti. Mosquito News 26: 531-535.
36. Reiter P, Amador MA, Colon N (1991) Enhancement of the CDC ovitrap with hay infusions for daily monitoring of Aedes aegypti populations. J Am Mosq Control Assoc 7: 52-55.
37. Honório NA, Silva WC, Leite PJ, Gonçalves JM, Lounibos LP, et al. (2003) Dispersal of Aedes aegypti and Aedes albopictus (Diptera: Culicidae) in an urban endemic dengue area in the state of Rio de Janeiro, Brazil. Mem Inst Oswaldo Cruz 98: 191-198.
38. Fávaro EA, Dibo MR, Mondini A, Ferreira AC, Barbosa AAC, Eiras AE, Barata EAMF, Chiaravalloti-Neto F (2006) Physiological state of Aedes (Stegomyia) aegypti mosquitoes captured with MosquiTraps™ in Mirassol, São Paulo, Brazil. J Vector Ecol 31: 285-291.
39. Wood SN (2006) Generalized additive models: An introduction with R. Boca Raton, Florida: Chapman & Hall/CRC Press. 392 p.
40. R Development Core Team (2008) R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0, URL http://www.R-project.org.
41. Wood SN (2008) Fast stable direct fitting and smoothness selection for generalized additive models. Journal of the Royal Statistical Society (B) 70(3): 495-518.
42. Secretaria Municipal de Saúde do Rio de Janeiro (SMS-RJ) (2008) Casos de incidência de Dengue por bairro e mês, e por bairro e semana no município do RJ. ;http://www.saude.rio.rj.gov.br/saude/pubsms/ media/tab-incidengue 2008.htm.
43. Lourenço-de-Oliveira R, Vazeille M, Filippis AMB, Failloux AB (2004b) Aedes aegypti in Brazil: genetically differentiated populations with high susceptibility to dengue and yellow fever viruses. Trans R Soc Trop Med Hyg 98: 43-54.
44. Costa-Ribeiro MCV, Lourenço-de-Oliveira R, Failloux AB (2006) Geographic and temporal genetic patterns of Aedes aegypti populations in Rio de Janeiro, Brazil. Trop Med Int Health 2: 1-10.
45. Van Benthem BHB, Vanwambeke SO, Khantikul N, Burghoorn-Maas C, Panart K, et al. (2005) Spatial patterns of and risk factors for seropositivity for dengue infection. Am J Trop Med Hyg 72: 201-208.
46. Mammem MP Jr, Pimgate C, Koenraadt CJM, Rothman AL, Aldstadt J, et al. (2008) Spatial and temporal clustering of dengue virus transmission in Thai Villages. Plos Negl Trop Dis 2(7): e263. doi:10.1371/journal.pntd.0000263.
47. Siqueira-Junior JB, Maciel IJ, Barcellos C, Souza WV, Carvalho MS, et al. (2008) Spatial point analysis based on dengue surveys at household level in central Brazil. BMC Public Health 8: 361. doi:10.1186/1471-2458/8/361.
48. Méndez F, Barreto M, Arias JFA, Rengifo G, Muñoz J, et al. (2006) Human and mosquito infections by dengue viruses during and after epidemics in a dengueendemic region of Colombia. Am J Trop Med Hyg 74: 678-683.
49. Camara FP, Theophilo RL, Dos Santos GT, Pereira SR, Camara DC, et al. (2007) Regional and dynamics characteristics of dengue in Brazil: a retrospective study. Rev Soc Bras Med Trop 40: 192-196.
50. Souza IC, Vianna RP, Moraes RM (2007) Modeling of dengue incidence in Para?́ba State, Brazil, using distributed lag models. Cad Saúde Pública 23: 2623-2630.
51. Luz PM, Mendes BVM, Codeço CT, Struchiner CJ, Galvani AP (2008) Time series analysis of dengue incidence in Rio de Janeiro, Brazil. Am J Trop Med Hyg 79: 933-939.
52. Rodriguez-Figueroa L, Rigau-Perez JG, Suarez EL, Reiter P (1995) Risk factors for dengue infection during an outbreak in Yanes, Puerto Rico in 1991. Am J Trop Med Hyg 52: 496-502.
53. World Health Organization (1999) Strengthening Implementation of the Global Strategy for Dengue Fever/Dengue Haemorrhagic Fever Prevention and Control. Report of the Informal Consultation. WHO/CDS/(DEN)/IC/ 2000.1.WHO, Geneva. .
54. Snow RW, Peshu N, Forster D, Bomu G, Mittsanze E, et al. (1998) Enviromental and entomological risk factors for the development of clinical malaria among children on the Kenyan coast. Trans R Soc Trop Med Hyg 92: 381-385.
55. Smith DL, Dushoff J, McKenzie FE (2004) The risk of a mosquito-borne infection in a heterogeneous environment. Plos Biol 2(11): e368. doi:10.1371/ journal.pbio.0020368.
56. Carvalho MS, Tassinari W, Costa F, Ribeiro GS, Felzemburg R, et al. (2008) Spatial- longitudinal model applied to Leptospirosis incidence. International Biometry Society, Dublin. 13-18 July.
57. Killeen GF, McKenzie FE, Foy BD, Schieffelin C, Billingsley PF, et al. (2000a) A simplified model for predicting malaria entomologic inoculation rates based on entomologic and parasitologic parameters relevant to control. Am J Trop Med Hyg 62: 535-544.
58. Killeen GF, McKenzie FE, Foy BD, Schieffelin C, Billingsley PF, et al. (2000b) The potential impact on integrated malaria transmission control on entomological inoculation rate in highly endemic areas. Am J Trop Med Hyg 62: 545-551.
59. Chadee DD, Kitron U (1999) Spatial and temporal patterns of imported malaria cases and local transmission in Trinidad. Am J Trop Med Hyg 61: 513-517.
60. Focks Brenner RJ, Chadee DD, Trosper JH (1999) The use of spatial analysis in the control and risk assessment of vector-borne diseases. Am Entomol 45: 173-183.
61. Wen TH, Lin NH, Lin CH, King CC, Su MD (2006) Spatial mapping of temporal risk characteristics to improve environmental health risk identification: a case study of a dengue epidemic in Taiwan. Sci Tot Environ 367: 631-640.
62. Lloyd-Smith JO, Schreiber SJ, Kopp PE, Getz WM (2005) Superspreading and the effect of individual variation on disease emergence. Nature 438: 355-359.
63. Mondini A, Chiaravalloti-Neto F (2008) Spatial correlation of incidence of dengue with socioeconomic, demographic and environmental variables in a Brazilian city. Science of the Total Environment 393: 241-248.
64. Morrison AC, Getis A, Santiago M, Rigau-Perez JG, Reiter P (1998) Exploratory space-time analysis of reported dengue cases during an outbreak in Florida, Puerto Rico, 1991-1992. Am J Trop Med Hyg 58: 287-298.
65. Harrington LC, Scott TW, Lerdthusnee K, Coleman RC, Costero A, et al. (2005) Dispersal of the dengue vector Aedes aegypti within and between rural communities. Am J Trop Med Hyg 72: 209-220.