Estimating Dengue Transmission Intensity from Case-Notification Data from Multiple Countries

PLoS Neglected Tropical Diseases

Volumn 10, Issue 7, 2016, Pages

  Imai, Natsuko ^a   Dorigatti, Ilaria ^a   Cauchemez, Simon ^b   Ferguson, Neil M ^a  

^a IMPERIAL COLLEGE LONDON   (United Kingdom)

^b INSTITUT PASTEUR   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; BASIC REPRODUCTION NUMBER; DENGUE; DISEASE SURVEILLANCE; HUMAN; INFECTION RATE; MORBIDITY; SECONDARY INFECTION; SEROPREVALENCE; VIRUS TRANSMISSION; BIOLOGICAL MODEL; DISEASE NOTIFICATION; GLOBAL HEALTH; TRANSMISSION;

DENGUE; DISEASE NOTIFICATION; GLOBAL HEALTH; HUMANS; MODELS, BIOLOGICAL;

EID: 84980351335     PISSN: 19352727     EISSN: 19352735     Source Type: Journal    
DOI: 10.1371/journal.pntd.0004833     Document Type: Article

References (63)

1. Bhatt S, Gething PW, Brady OJ, Messina JP, Farlow AW, et al. (2013) The global distribution and burden of dengue. Nature496: 504–507. doi: 10.1038/nature1206023563266
2. Reich NG, Shrestha S, King AA, Rohani P, Lessler J, et al. (2013) Interactions between serotypes of dengue highlight epidemiological impact of cross-immunity. J R Soc Interface10: 20130414. doi: 10.1098/rsif.2013.041423825116
3. Endy TP, Chunsuttiwat S, Nisalak A, Libraty DH, Green S, et al. (2002) Epidemiology of inapparent and symptomatic acute dengue virus infection: A prospective study of primary school children in Kamphaeng Phet, Thailand. Am J Epidemiol156: 40–51. 12076887
4. Simmons CP, Farrar JJ, Nguyen v V, Wills B, (2012) Dengue. N Engl J Med366: 1423–1432. doi: 10.1056/NEJMra111026522494122
5. Halstead SB, (2007) Dengue. Lancet370: 1644–1652. 17993365
6. Burke DS, Nisalak A, Johnson DE, Scott McN. R, (1988) A prospective study of dengue infections in Bangkok. Am J Trop Med Hyg38: 172–180. 3341519
7. Guzman MG, Kouri G, Valdes L, Bravo J, Alvarez M, et al. (2000) Epidemiologic studies on dengue in Santiago de Cuba, 1997. Am J Epidemiol152: 793–799. 11085389
8. Halstead SB, Scanlon JE, Umpaivit P, Udomsakdi S, (1969) Dengue and chikungunya virus infection in man in Thailand, 1962–1964. IV. Epidemiologic studies in the Bangkok metropolitan area. Am J Trop Med Hyg18: 997–1021. 4390977
9. Halstead SB, (1988) Pathogenesis of dengue: challenges to molecular biology. Science (80-)239: 476–481.
10. Halstead SB, O’Rourke EJ, (1977) Dengue viruses and mononuclear phagocytes. I. Infection enhancement by non-neutralizing antibody. J Exp Med146: 201–217. 406347
11. Gordon A, Kuan G, Mercado JC, Gresh L, Avilés W, et al. (2013) The Nicaraguan Pediatric Dengue Cohort Study: Incidence of Inapparent and Symptomatic Dengue Virus Infections, 2004–2010. PLoS Negl Trop Dis7: e2462. doi: 10.1371/journal.pntd.000246224086788
12. Sharp TM, Hunsperger E, Santiago GA, Munoz-Jordan JL, Santiago LM, et al. (2013) Virus-specific differences in rates of disease during the 2010 Dengue epidemic in Puerto Rico. PLoS Negl Trop Dis7: e2159. doi: 10.1371/journal.pntd.000215923593526
13. Imai N, Dorigatti I, Cauchemez S, Ferguson NM, (2015) Estimating Dengue Transmission Intensity from Sero-Prevalence Surveys in Multiple Countries. PLoS Negl Trop Dis9: e0003719. doi: 10.1371/journal.pntd.000371925881272
14. Guo R, Lin J, Li L-H, Ke C-W, He J, et al. (2014) The Prevalence and Endemic Nature of Dengue Infections in Guangdong, South China: An Epidemiological, Serological, and Etiological Study from 2005–2011. PLoS One9: e85596. doi: 10.1371/journal.pone.008559624465613
15. George R, Lam SK, (1997) Dengue virus infection: The Malaysian experience. Ann Acad Med Singapore26: 815–819. 9522985
16. de Lima VLC, Figueiredo LTM, Correa HR, Leite OF, Rangel O, et al. (1999) Dengue fever: a post-epidemic sero-epidemiological survey in an urban setting at a northwestern county of S. Paulo State—Brazil. Rev Saude Publica33: 566–574. 10689373
17. Li ZJ, Yin WW, Clements A, Williams G, Lai SJ, et al. (2012) Spatiotemporal analysis of indigenous and imported dengue fever cases in Guangdong province, China. BMC Infect Dis12.
18. Nandi J, Sharma RS, Dasgupta RK, Katyal R, Dutta PK, et al. (2009) Epidemiological analysis of hospitalized cases of dengue fever/dengue haemorrhagic fever and extent of breeding of Aedes aegypti in major hospitals in the National Capital Territory of Delhi (NCT Delhi), 2005–2009. Dengue Bull33: 130–139.
19. Ruberto I, Marques E, Burke DS, Van Panhuis WG, (2015) The Availability and Consistency of Dengue Surveillance Data Provided Online by the World Health Organization. PLoS Negl Trop Dis9: e0003511. doi: 10.1371/journal.pntd.000351125874804
20. Shepard DS, Undurraga E a., Betancourt-Cravioto M, Guzmán MG, Halstead SB, et al. (2014) Approaches to Refining Estimates of Global Burden and Economics of Dengue. PLoS Negl Trop Dis8: e3306. doi: 10.1371/journal.pntd.000330625412506
21. Undurraga EA, Halasa YA, Shepard DS, (2013) Use of Expansion Factors to Estimate the Burden of Dengue in Southeast Asia: A Systematic Analysis. PLoS Negl Trop Dis7: 15.
22. Beaute J, Vong S, Beauté J, (2010) Cost and disease burden of dengue in Cambodia. BMC Public Health10: (31 August 2010)–(31 August 2010).
23. Shepard DS, Undurraga EA, Halasa YA, (2013) Economic and Disease Burden of Dengue in Southeast Asia. PLoS Negl Trop Dis7.
24. Suaya JA, Shepard DS, Siqueira JB, Martelli CT, Lum LCS, et al. (2009) Cost of Dengue Cases in Eight Countries in the Americas and Asia: A Prospective Study. Am J Trop Med Hyg80: 846–855. 19407136
25. Toan NT, Rossi S, Prisco G, Nante N, Viviani S, (2015) Dengue epidemiology in selected endemic countries: factors influencing expansion factors as estimates of underreporting. Trop Med Int Heal00: n/a–n/a.
26. Guzman MG, Kouri G, Valdes L, Bravo JJ, Vazquez S, et al. (2002) Enhanced severity of secondary dengue-2 infections: death rates in 1981 and 1997 Cuban outbreaks. Rev Panam Salud Publica11: 223–227. 12049030
27. Sangkawibha N, Rojanasuphot S, Ahandrik S, Viriyapongse S, Jatanasen S, et al. (1984) Risk-Factors in Dengue Shock Syndrome—a Prospective Epidemiologic-Study in Rayong, Thailand .1. the 1980 Outbreak. Am J Epidemiol120: 653–669. 6496446
28. Anantapreecha S, Chanama S, A-nuegoonpipat a, Naemkhunthot S, Sa-Ngasang a, et al. (2005) Serological and virological features of dengue fever and dengue haemorrhagic fever in Thailand from 1999 to 2002. Epidemiol Infect133: 503–507. 15962557
29. United Nations Population Division D of E and SA (2013) World Population Prospects: The 2012 Revision.
30. R Core TeamR Development Core Team R (2012) R: A language and environment for statistical computing. R Found Stat Comput1: 409.
31. Ripley BD, Thompson M, (1987) Regression techniques for the detection of analytical bias. Analyst112: 377.
32. Therneau T, (2014) deming: Deming, Thiel-Sen and Passing-Bablock Regression.
33. Luo L, Liang H, Hu Y, Liu W, Wang Y, et al. (2012) Epidemiological, virological, and entomological characteristics of dengue from 1978 to 2009 in Guangzhou, China. J Vector Ecol37: 230–240. doi: 10.1111/j.1948-7134.2012.00221.x22548558
34. Bureau of Epidemiology, Ministry of Public Health of Thailand (n.d.) Bureau of Epidemiology, Ministry of Public Health of Thailand (YEAR) Annual epidemiological surveillance report. Nonthaburi, Thailand.
35. Cordeiro MTT, Schatzmayr HGG, Nogueira RMR, De Oliveira VF, De Melo WT, et al. (2007) Dengue and dengue hemorrhagic fever in the State of Pernambuco, 1995–2006. Rev Soc Bras Med Trop40: 605–611. 18200409
36. Cardoso IM, Areias Cabidelle A de S, Borges P de CELP de C e L, Lang CF, Calenti FGFG, et al. (2011) Dengue: clinical forms and risk groups in a high incidence city in the Southeastern region of Brazil. Rev Soc Bras Med Trop44: 430–435. 21789354
37. Penna G, Pinto LF, Soranz D, Glatt R, (2009) High incidence of diseases endemic to the Amazon region of Brazil, 2001–2006. Emerg Infect Dis15: 626–632. doi: 10.3201/eid1504.08132919331758
38. Vong S, Khieu V, Glass O, Ly S, Duong V, et al. (2010) Dengue incidence in urban and rural Cambodia: results from population-based active fever surveillance, 2006–2008. PLoS Negl Trop Dis4: e903. doi: 10.1371/journal.pntd.000090321152061
39. Wichmann O, Yoon I-K, Vong S, Limkittikul K, Gibbons R V, et al. (2011) Dengue in Thailand and Cambodia: an assessment of the degree of underrecognized disease burden based on reported cases. PLoS Negl Trop Dis5: e996. doi: 10.1371/journal.pntd.000099621468308
40. Anker M, Arima Y, (2011) Male–female differences in the number of reported incident dengue fever cases in six Asian countries. West Pacific Surveill Response … 2: 1–7.
41. Prasith N, Keosavanh O, Phengxay M, (2011) Assessment of gender distribution in dengue surveillance data, the Lao People’s Democratic Republic. West Pacific Surveill Response J4: 1–9.
42. Khampapongpane B, Lewis HC, Ketmayoon P, Phonekeo D, Somoulay V, et al. (2014) National dengue surveillance in the Lao People’s Democratic Republic, 2006–2012: epidemiological and laboratory findings. West Pacific Surveill Response J5: 2006–2012.
43. Hammond SN, Balmaseda A, Perez L, Tellez Y, Saborio SI, et al. (2005) Differences in dengue severity in infants, children, and adults in a 3-year hospital-based study in Nicaragua. Am J Trop Med Hyg73: 1063–1070. 16354813
44. Ramos MM, Argueello DF, Luxemburger C, Quinones L, Munoz JL, et al. (2008) Epidemiological and clinical observations on patients with dengue in Puerto Rico: Results from the first year of enhanced surveillance—June 2005-May 2006. Am J Trop Med Hyg79: 123–127. 18606775
45. Tomashek KM, Rivera A, Munoz-Jordan JL, Hunsperger E, Santiago L, et al. (2009) Description of a Large Island-Wide Outbreak of Dengue in Puerto Rico, 2007. Am J Trop Med Hyg81: 467–474. 19706917
46. Rigau-Pérez JG, Ayala-López A, Vorndam AV, Clark GG, Rigau-Perez JG, et al. (2001) Dengue activity in Puerto Rico during an interepidemic period (1995–1997). Am J Trop Med Hyg64: 75–83. 11425167
47. Koh BKW, Lee CN, Kita Y, Choon ST, Li WA, et al. (2008) The 2005 dengue epidemic in Singapore: Epidemiology, prevention and control. Ann Acad Med Singapore37: 538–545. 18695764
48. Ler TS, Ang LW, Yap GSL, Ng LC, Tai JC, et al. (2011) WPRO | Epidemiological characteristics of the 2005 and 2007 dengue epidemics in Singapore—similarities and distinctions. West Pacific Surveill Response J2: 24–29.
49. Kulatilaka TA, Jayakuru WS, (1998) Control of dengue/dengue haemorrhagic fever in Sri Lanka. Dengue Bull22: 53–59.
50. Lin C-H, Schiøler KL, Jepsen MR, Ho C-K, Li S-H, et al. (2012) Dengue outbreaks in high-income area, Kaohsiung City, Taiwan, 2003–2009. Emerg Infect Dis18: 1603–1611. doi: 10.3201/eid1810.11192923017369
51. Limkittikul K, Brett J, L’Azou M, (2014) Epidemiological Trends of Dengue Disease in Thailand (2000–2011): A Systematic Literature Review. PLoS Negl Trop Dis8: e3241. doi: 10.1371/journal.pntd.000324125375766
52. Cuong HQ, Hien NT, Duong TN, Phong T V, Cam NN, et al. (2011) Quantifying the Emergence of Dengue in Hanoi, Vietnam: 1998–2009. PLoS Negl Trop Dis5: e1322–e1322. doi: 10.1371/journal.pntd.000132221980544
53. Ghouth AS, Amarasinghe A, Letson GW, Bin Ghouth AS, (2012) Dengue outbreak in Hadramout, Yemen, 2010: an epidemiological perspective. Am J Trop Med Hyg86: 1072–1076. doi: 10.4269/ajtmh.2012.11-072322665621
54. Reiner RC, Stoddard ST, Forshey BM, King A a, Ellis AM, et al. (2014) Time-varying, serotype-specific force of infection of dengue virus. Proc Natl Acad Sci U S A.
55. Mammen MP, Pimgate C, Koenraadt CJM, Rothman AL, Aldstadt J, et al. (2008) Spatial and Temporal Clustering of Dengue Virus Transmission in Thai Villages. PLoS Med5: 1605–1616.
56. Beatty ME, Stone A, Fitzsimons DW, Hanna JN, Lam SK, et al. (2010) Best Practices in Dengue Surveillance: A Report from the Asia-Pacific and Americas Dengue Prevention Boards. PLoS Negl Trop Dis4.
57. Wong LP, AbuBakar S, (2013) Health Beliefs and Practices Related to Dengue Fever: A Focus Group Study. PLoS Negl Trop Dis7.
58. World Health Organization (2007) Scientific working group report on dengue. Geneva, Switz World Heal Organ.
59. Guzman MG, Kouri G, (2002) Dengue: an update. Lancet Infect Dis2: 33–42. 11892494
60. Montoya M, Gresh L, Mercado JC, Williams KL, Vargas MJ, et al. (2013) Symptomatic Versus Inapparent Outcome in Repeat Dengue Virus Infections Is Influenced by the Time Interval between Infections and Study Year. PLoS Negl Trop Dis7.
61. Wikramaratna PS, Simmons CP, Gupta S, Recker M, (2010) The Effects of Tertiary and Quaternary Infections on the Epidemiology of Dengue. PLoS One5.
62. Halstead SB, Streit TG, Lafontant JG, Putvatana R, Russell K, et al. (2001) Haiti: Absence of dengue hemorrhagic fever despite hyperendemic dengue virus transmission. Am J Trop Med Hyg65: 180–183. 11561700
63. Balmaseda A, Standish K, Mercado JC, Matute JC, Tellez Y, et al. (2010) Trends in patterns of dengue transmission over 4 years in a pediatric cohort study in Nicaragua. J Infect Dis201: 5–14. doi: 10.1086/64859219929380