Epidemiological and ecological determinants of Zika virus transmission in an urban setting

eLife

Volumn 6, Issue , 2017, Pages

  Lourenço, José ^a   de Lima, Maricelia Maia ^b   Faria, Nuno Rodrigues ^a   Walker, Andrew ^a   Kraemer, Moritz U G ^a   Villabona Arenas, Christian Julian ^c   Lambert, Ben ^a   de Cerqueira, Erenilde Marques ^d   Pybus, Oliver G ^a   Alcantara, Luiz C J ^b   Recker, Mario ^e  

^a UNIVERSITY OF OXFORD   (United Kingdom)

^b INSTITUTO OSWALDO CRUZ   (Brazil)

^c LIRMM   (France)

^d DEPARTAMENTO DE CIÊNCIAS BIOLÓGICAS   (Brazil)

^e UNIVERSITY OF EXETER   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

RAIN;

AGE; ARTICLE; CLIMATE; ECOLOGY; ENVIRONMENTAL TEMPERATURE; EPIDEMIC; HERD IMMUNITY; HUMAN; HUMIDITY; INCUBATION TIME; MICROCEPHALY; MORTALITY; MOSQUITO; NONHUMAN; PUBLIC HEALTH; SEXUAL TRANSMISSION; URBAN AREA; VECTOR CONTROL; VIRUS TRANSMISSION; ZIKA VIRUS; AEDES; ANIMAL; BRAZIL; DISEASE TRANSMISSION; GROWTH, DEVELOPMENT AND AGING; IMMUNOLOGY; MOSQUITO VECTOR; TRANSMISSION; URBAN POPULATION; ZIKA FEVER;

AEDES; ANIMALS; BRAZIL; DISEASE TRANSMISSION, INFECTIOUS; IMMUNITY, HERD; MOSQUITO VECTORS; URBAN POPULATION; ZIKA VIRUS; ZIKA VIRUS INFECTION;

EID: 85032968014     PISSN: None     EISSN: 2050084X     Source Type: Journal    
DOI: 10.7554/eLife.29820     Document Type: Article

References (91)

1. Alto BW, Juliano SA. 2001. Precipitation and temperature effects on populations of Aedes albopictus (Diptera: Culicidae): implications for range expansion. Journal of Medical Entomology 38:646-656. DOI: https://doi.org/10.1603/0022-2585-38.5.646, PMID: 11580037
2. Aman MJ, Kashanchi F. 2016. Zika Virus: A New Animal Model for an Arbovirus. PLOS Neglected Tropical Diseases 10:e0004702-e0004703. DOI: https://doi.org/10.1371/journal.pntd.0004702, PMID: 27149628
3. Andraud M, Hens N, Marais C, Beutels P. 2012. Dynamic epidemiological models for dengue transmission: a systematic review of structural approaches. PLoS One 7:e49085. DOI: https://doi.org/10.1371/journal.pone. 0049085, PMID: 23139836
4. Bewick S, Fagan WF, Calabrese JM, Agusto F. 2016. Zika Virus: Endemic Versus Epidemic Dynamics and Implications for Disease Spread in the Americas. bioRxiv:041897.
5. Bicout DJ, Sabatier P. 2004. Mapping Rift Valley Fever vectors and prevalence using rainfall variations. Vector-Borne and Zoonotic Diseases 4:33-42. DOI: https://doi.org/10.1089/153036604773082979, PMID: 15018771
6. Bogoch II, Brady OJ, Kraemer MUG, German M, Creatore MI, Brent S, Watts AG, Hay SI, Kulkarni MA, Brownstein JS, Khan K. 2016. Potential for Zika virus introduction and transmission in resource-limited countries in Africa and the Asia-Pacific region: a modelling study. The Lancet Infectious Diseases 16:1237-1245. DOI: https://doi.org/10.1016/S1473-3099(16)30270-5, PMID: 27593584
7. Brady OJ, Johansson MA, Guerra CA, Bhatt S, Golding N, Pigott DM, Delatte H, Grech MG, Leisnham PT, Maciel-de-Freitas R, Styer LM, Smith DL, Scott TW, Gething PW, Hay SI. 2013. Modelling adult Aedes aegypti and Aedes albopictus survival at different temperatures in laboratory and field settings. Parasites and Vectors 6: 351. DOI: https://doi.org/10.1186/1756-3305-6-351, PMID: 24330720
8. Brasil P, Pereira JP, Moreira ME, Ribeiro Nogueira RM, Damasceno L, Wakimoto M, Rabello RS, Valderramos SG, Halai U-A, Salles TS, Zin AA, Horovitz D, Daltro P, Boechat M, Raja Gabaglia C, Carvalho de Sequeira P, Pilotto JH, Medialdea-Carrera R, Cotrim da Cunha D, Abreu de Carvalho LM, et al. 2016. Zika Virus Infection in Pregnant Women in Rio de Janeiro. New England Journal of Medicine 375:2321-2334. DOI: https://doi.org/10. 1056/NEJMoa1602412
9. Brazil BDMEP. 1961. Banco de Dados Meteoroló gicos para Ensino e Pesquisa. http://www.inmet.gov.br/projetos/rede/pesquisa/ [Accessed June 2017].
10. Brazil SINAN. 2016. Sistema de Informação de Agravos de Notificação (national notifiable diseases information system). http://portalsinan.saude.gov.br [Accessed June 2017].
11. Brazil ZG. 2016. National guidelines for Zika virus pathology and diagnosis. http://portalsaude.saude.gov.br/images/pdf/2016/marco/07/Nota-Informativa-zika.pdf [Accessed January 2017].
12. Butler D. 2016. Zika virus: Brazil’s surge in small-headed babies questioned by report. Nature 530:13-14. DOI: https://doi.org/10.1038/nature.2016.19259, PMID: 26842033
13. Caminade C, Turner J, Metelmann S, Hesson JC, Blagrove MS, Solomon T, Morse AP, Baylis M. 2017. Global risk model for vector-borne transmission of Zika virus reveals the role of El Niño 2015. PNAS 114:119-124. DOI: https://doi.org/10.1073/pnas.1614303114, PMID: 27994145
14. Campos GS, Bandeira AC, Sardi SI. 2015. Zika Virus Outbreak, Bahia, Brazil. Emerging Infectious Diseases 21: 1885-1886. DOI: https://doi.org/10.3201/eid2110.150847, PMID: 26401719
15. Carlson CJ, Dougherty ER, Getz W. 2016. An Ecological Assessment of the Pandemic Threat of Zika Virus. PLOS Neglected Tropical Diseases 10:e0004968. DOI: https://doi.org/10.1371/journal.pntd.0004968, PMID: 27564232
16. Cauchemez S, Besnard M, Bompard P, Dub T, Guillemette-Artur P, Eyrolle-Guignot D, Salje H, Van Kerkhove MD, Abadie V, Garel C, Fontanet A, Mallet HP. 2016. Association between Zika virus and microcephaly in French Polynesia, 2013-15: a retrospective study. The Lancet 387:2125-2132. DOI: https://doi.org/10.1016/S0140-6736(16)00651-6, PMID: 26993883
17. Champagne C, Salthouse DG, Paul R, Cao-Lormeau VM, Roche B, Cazelles B. 2016. Structure in the variability of the basic reproductive number (R0) for Zika epidemics in the Pacific islands. eLife 5:e19874. DOI: https://doi. org/10.7554/eLife.19874, PMID: 27897973
18. Chowell G, Hincapie-Palacio D, Ospina J, Pell B, Tariq A, Dahal S, Moghadas S, Smirnova A, Simonsen L, Viboud C. 2016. Using phenomenological models to characterize transmissibility and forecast patterns and final burden of zika epidemics. PLoS Currents 8. DOI: https://doi.org/10.1371/currents.outbreaks. f14b2217c902f453d9320a43a35b9583, PMID: 27366586
19. Cuong HQ, Hien NT, Duong TN, Phong TV, Cam NN, Farrar J, Nam VS, Thai KT, Horby P. 2011. Quantifying the emergence of dengue in Hanoi, Vietnam: 1998-2009. PLoS Neglected Tropical Diseases 5:e1322. DOI: https://doi.org/10.1371/journal.pntd.0001322, PMID: 21980544
20. de Araújo TVB, Rodrigues LC, de Alencar Ximenes RA, deBarrosMiranda-Filho D, Montarroyos UR, de Melo APL, Valongueiro S, de Albuquerque M, Souza WV, Braga C, Filho SPB, Cordeiro MT, Vazquez E, DiCavalcantiSouzaCruz D, Henriques CMP, Bezerra LCA, da Silva Castanha PM, Dhalia R, Marques-Júnior ETA, Martelli CMT, investigators from the Microcephaly Epidemic Research Group, Brazilian Ministry of Health, Pan American Health Organization, Instituto de Medicina Integral Professor Fernando Figueira, State Health Department of Pernambuco. 2016. Association between Zika virus infection and microcephaly in Brazil, January to May, 2016: preliminary report of a case-control study. The Lancet Infectious Diseases 16:1356-1363. DOI: https://doi.org/10.1016/S1473-3099(16)30318-8, PMID: 27641777
21. de Oliveira WK, de França GVA, Carmo EH, Duncan BB, de Souza Kuchenbecker R, Schmidt MI. 2017. Infection-related microcephaly after the 2015 and 2016 Zika virus outbreaks in Brazil: a surveillance-based analysis. The Lancet 390:861-870. DOI: https://doi.org/10.1016/S0140-6736(17)31368-5, PMID: 28647172
22. De Santis M, Cavaliere AF, Straface G, Caruso A. 2006. Rubella infection in pregnancy. Reproductive Toxicology 21:390-398. DOI: https://doi.org/10.1016/j.reprotox.2005.01.014, PMID: 16580940
23. Dorigatti I, Cauchemez S, Ferguson NM. 2013. Increased transmissibility explains the third wave of infection by the 2009 H1N1 pandemic virus in England. PNAS 110:13422-13427. DOI: https://doi.org/10.1073/pnas. 1303117110, PMID: 23882078
24. Dowall SD, Graham VA, Rayner E, Atkinson B, Hall G, Watson RJ, Bosworth A, Bonney LC, Kitchen S, Hewson R. 2016. A Susceptible Mouse Model for Zika Virus Infection. PLOS Neglected Tropical Diseases 10:e0004658. DOI: https://doi.org/10.1371/journal.pntd.0004658, PMID: 27149521
25. Duffy MR, Chen TH, Hancock WT, Powers AM, Kool JL, Lanciotti RS, Pretrick M, Marfel M, Holzbauer S, Dubray C, Guillaumot L, Griggs A, Bel M, Lambert AJ, Laven J, Kosoy O, Panella A, Biggerstaff BJ, Fischer M, Hayes EB. 2009. Zika virus outbreak on Yap Island, Federated States of Micronesia. New England Journal of Medicine 360:2536-2543. DOI: https://doi.org/10.1056/NEJMoa0805715, PMID: 19516034
26. EUROCAT. 2003. European surveillance of congenital anomalies, final activity report 2002-2003. http://ec. europa.eu/health/ph_threats/non_com/docs/eurocat_en.pdf [Accessed January 2017].
27. Fagbami AH. 1979. Zika virus infections in Nigeria: virological and seroepidemiological investigations in Oyo State. Journal of Hygiene 83:213-219. DOI: https://doi.org/10.1017/S0022172400025997, PMID: 489960
28. Faria NR, Azevedo R, Kraemer MUG, Souza R, Cunha MS, Hill SC, Thézé J, Bonsall MB, Bowden TA, Rissanen I, Rocco IM, Nogueira JS, Maeda AY, Vasami F, Macedo FLL, Suzuki A, Rodrigues SG, Cruz ACR, Nunes BT, Medeiros DBA, et al. 2016a. Zika virus in the Americas: Early epidemiological and genetic findings. Science 352:345-349. DOI: https://doi.org/10.1126/science.aaf5036, PMID: 27013429
29. Faria NR, Lourenço J, Marques de Cerqueira E, Maia de Lima M, Carlos Junior Alcantara L. 2016b. Epidemiology of Chikungunya Virus in Bahia, Brazil, 2014-2015. PLoS Currents 8. DOI: https://doi.org/10.1371/currents. outbreaks.c97507e3e48efb946401755d468c28b2
30. Faria NR, Quick J, Claro IM, Thézé J, de Jesus JG, Giovanetti M, Kraemer MUG, Hill SC, Black A, da Costa AC, Franco LC, Silva SP, Wu CH, Raghwani J, Cauchemez S, du Plessis L, Verotti MP, de Oliveira WK, Carmo EH, Coelho GE, et al. 2017. Establishment and cryptic transmission of Zika virus in Brazil and the Americas. Nature 546:406-410. DOI: https://doi.org/10.1038/nature22401, PMID: 28538727
31. Faria NR, Sabino EC, Nunes MR, Alcantara LC, Loman NJ, Pybus OG. 2016c. Mobile real-time surveillance of Zika virus in Brazil. Genome Medicine 8:97. DOI: https://doi.org/10.1186/s13073-016-0356-2, PMID: 27683027
32. Feldstein LR, Brownstein JS, Brady OJ, Hay SI, Johansson MA. 2015. Dengue on islands: a Bayesian approach to understanding the global ecology of dengue viruses. Transactions of The Royal Society of Tropical Medicine and Hygiene 109:303-312. DOI: https://doi.org/10.1093/trstmh/trv012, PMID: 25771261
33. Ferguson NM, Cucunuba ZM, Dorigatti I, Nedjati-Gilani GL, Donnelly CA, Basanez M-G, Nouvellet P, Lessler J. 2016. Countering the Zika epidemic in Latin America. Science 353:353-354. DOI: https://doi.org/10.1126/science.aag0219
34. 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. The American Journal of Tropical Medicine and Hygiene 53:489-506. DOI: https://doi.org/10.4269/ajtmh.1995.53. 489, PMID: 7485707
35. Foy BD, Kobylinski KC, Chilson Foy JL, Blitvich BJ, Travassos da Rosa A, Haddow AD, Lanciotti RS, Tesh RB. 2011. Probable non-vector-borne transmission of Zika virus, Colorado, USA. Emerging Infectious Diseases 17: 880-882. DOI: https://doi.org/10.3201/eid1705.101939, PMID: 21529401
36. Funk S, Kucharski AJ, Camacho A, Eggo RM, Yakob L, Murray LM, Edmunds WJ. 2016. Comparative analysis of dengue and zika outbreaks reveals differences by setting and virus. PLOS Neglected Tropical Diseases 10: e0005173. DOI: https://doi.org/10.1371/journal.pntd.0005173, PMID: 27926933
37. Gao D, Lou Y, He D, Porco TC, Kuang Y, Chowell G, Ruan S. 2016. Prevention and Control of Zika as a Mosquito-Borne and Sexually Transmitted Disease: A Mathematical Modeling Analysis. Scientific Reports 6:28070. DOI: https://doi.org/10.1038/srep28070, PMID: 27312324
38. Golden Gate Weather Services. 2017. El Niño and La Niña Years and intensities-based on oceanic Niño Index (ONI)-Golden Gate Weather Services. http://ggweather.com/enso/oni.htm [Accessed June 2017].
39. Hii YL, Zhu H, Ng N, Ng LC, Rocklöv J. 2012. Forecast of dengue incidence using temperature and rainfall. PLoS Neglected Tropical Diseases 6:e1908. DOI: https://doi.org/10.1371/journal.pntd.0001908, PMID: 23209852
40. Honein MA, Dawson AL, Petersen EE, Jones AM, Lee EH, Yazdy MM, Ahmad N, Macdonald J, Evert N, Bingham A, Ellington SR, Shapiro-Mendoza CK, Oduyebo T, Fine AD, Brown CM, Sommer JN, Gupta J, Cavicchia P, Slavinski S, White JL, et al. 2017. Birth defects among fetuses and infants of us women wiThevidence of possible zika virus infection during pregnancy. JAMA 317:59. DOI: https://doi.org/10.1001/jama.2016.19006, PMID: 27960197
41. Hugo LE, Jeffery JA, Trewin BJ, Wockner LF, Nguyen TY, Nguyen HL, Nghia leT, Hine E, Ryan PA, Kay BH. 2014. Adult survivorship of the dengue mosquito Aedes aegypti varies seasonally in central Vietnam. PLoS Neglected Tropical Diseases 8:e2669. DOI: https://doi.org/10.1371/journal.pntd.0002669, PMID: 24551251
42. Jaenisch T, Rosenberger K, Brito C, Brady O, Brasil P, Marques E. 2016. Estimating the risk for microcephaly after Zika virus infection in Brazil. Bulletin of the World Health Organization:1-15. DOI: https://doi.org/10.2471/BLT.16.178608
43. Johansson MA, MieryTeran-Romero L, Reefhuis J, Gilboa SM, Hills SL. 2016. Zika and the Risk of Microcephaly. New England Journal of Medicine 375:1-4. DOI: https://doi.org/10.1056/NEJMp1605367, PMID: 27222919
44. Kraemer MU, Sinka ME, Duda KA, Mylne AQ, Shearer FM, Barker CM, Moore CG, Carvalho RG, Coelho GE, Van Bortel W, Hendrickx G, Schaffner F, Elyazar IR, Teng HJ, Brady OJ, Messina JP, Pigott DM, Scott TW, Smith DL, Wint GR, et al. 2015. The global distribution of the arbovirus vectors Aedes aegypti and Ae. Albopictus. eLife 4: e08347. DOI: https://doi.org/10.7554/eLife.08347, PMID: 26126267
45. Kraemer MUG, Faria NR, Reiner RC, Golding N, Nikolay B, Stasse S, Johansson MA, Salje H, Faye O, Wint GRW, Niedrig M, Shearer FM, Hill SC, Thompson RN, Bisanzio D, Taveira N, Nax HH, Pradelski BSR, Nsoesie EO, Murphy NR, et al. 2017. Spread of yellow fever virus outbreak in Angola and the Democratic Republic of the Congo 2015-16: a modelling study. The Lancet Infectious Diseases 17:330-338. DOI: https://doi.org/10.1016/S1473-3099(16)30513-8, PMID: 28017559
46. Kucharski AJ, Funk S, Eggo RM, Mallet HP, Edmunds WJ, Nilles EJ. 2016. Transmission Dynamics of Zika Virus in Island Populations: A Modelling Analysis of the 2013-14 French Polynesia Outbreak. PLOS Neglected Tropical Diseases 10:e0004726. DOI: https://doi.org/10.1371/journal.pntd.0004726, PMID: 27186984
47. Lambrechts L, Paaijmans KP, Fansiri T, Carrington LB, Kramer LD, Thomas MB, Scott TW. 2011. Impact of daily temperature fluctuations on dengue virus transmission by Aedes aegypti. PNAS 108:7460-7465. DOI: https://doi.org/10.1073/pnas.1101377108, PMID: 21502510
48. Lampoudi S, Gillespie DT, Petzold LR. 2009. The multinomial simulation algorithm for discrete stochastic simulation of reaction-diffusion systems. The Journal of Chemical Physics 130:094104. DOI: https://doi.org/10. 1063/1.3074302, PMID: 19275393
49. Lessler J, Ott CT, Carcelen AC, Konikoff JM, Williamson J, Bi Q, Kucirka LM, Cummings DA, Reich NG, Chaisson LH. 2016. Times to key events in Zika virus infection and implications for blood donation: a systematic review. Bulletin of the World Health Organization 94:841-849. DOI: https://doi.org/10.2471/BLT.16.174540, PMID: 27 821887
50. Li MI, Wong PS, Ng LC, Tan CH. 2012. Oral Susceptibility of Singapore Aedes (Stegomyia) aegypti (Linnaeus) to Zika Virus. PLoS Neglected Tropical Diseases 6:e1792. DOI: https://doi.org/10.1371/journal.pntd.0001792, PMID: 22953014
51. Lounibos LP, Escher RL. 2008. Sex ratios of mosquitoes from long-term censuses of Florida tree holes. Journal of the American Mosquito Control Association 24:11-15. DOI: https://doi.org/10.2987/5656.1, PMID: 18437808
52. Lourenço J, Recker M. 2013. Natural, persistent oscillations in a spatial multi-strain disease system with application to dengue. PLoS Computational Biology 9:e1003308. DOI: https://doi.org/10.1371/journal.pcbi. 1003308, PMID: 24204241
53. Lourenço J, Recker M. 2014. The 2012 Madeira dengue outbreak: epidemiological determinants and future epidemic potential. PLoS Neglected Tropical Diseases 8:e3083. DOI: https://doi.org/10.1371/journal.pntd. 0003083, PMID: 25144749
54. Madeira NG, Macharelli CA, Carvalho LR. 2002. Variation of the oviposition preferences of Aedes aegypti in function of substratum and humidity. Memó rias do Instituto Oswaldo Cruz 97:415-420. DOI: https://doi.org/10.1590/S0074-02762002000300025, PMID: 12048575
55. Maxian O, Neufeld A, Talis EJ, Childs LM, Blackwood JC. 2017. Zika virus dynamics: When does sexual transmission matter? Epidemics. DOI: https://doi.org/10.1016/j.epidem.2017.06.003, PMID: 28688996
56. Messina JP, Kraemer MU, Brady OJ, Pigott DM, Shearer FM, Weiss DJ, Golding N, Ruktanonchai CW, Gething PW, Cohn E, Brownstein JS, Khan K, Tatem AJ, Jaenisch T, Murray CJ, Marinho F, Scott TW, Hay SI. 2016. Mapping global environmental suitability for Zika virus. eLife 5:e15272. DOI: https://doi.org/10.7554/eLife. 15272, PMID: 27090089
57. Moghadas SM, Shoukat A, Espindola AL, Pereira RS, Abdirizak F, Laskowski M, Viboud C, Chowell G. 2017. Asymptomatic Transmission and the Dynamics of Zika Infection. Scientific Reports 7:5829. DOI: https://doi.org/10.1038/s41598-017-05013-9, PMID: 28724972
58. Mohammed A, Chadee DD. 2011. Effects of different temperature regimens on the development of Aedes aegypti (L.) (Diptera: Culicidae) mosquitoes. Acta Tropica 119:38-43. DOI: https://doi.org/10.1016/j. actatropica.2011.04.004, PMID: 21549680
59. Mordecai E, Cohen J, Evans MV, Gudapati P, Johnson LR, Miazgowicz K, Murdock CC, Rohr JR, Ryan SJ, Savage V, Shocket M, Ibarra AS, Thomas MB, Weikel DP. 2016. Temperature determines Zika. dengue and chikungunya transmission potential in the Americas. bioRxiv. 063735.
60. Mourya DT, Yadav P, Mishra AC. 2004. Effect of temperature stress on immature stages and susceptibility of Aedes aegypti mosquitoes to chikungunya virus. The American journal of tropical medicine and hygiene 70: 346-350. PMID: 15100445
61. Naccache SN, Thézé J, Sardi SI, Somasekar S, Greninger AL, Bandeira AC, Campos GS, Tauro LB, Faria NR, Pybus OG, Chiu CY. 2016. Distinct Zika Virus Lineage in Salvador, Bahia, Brazil. Emerging Infectious Diseases 22:1788-1792. DOI: https://doi.org/10.3201/eid2210.160663, PMID: 27448188
62. Naing ZW, Scott GM, Shand A, Hamilton ST, van Zuylen WJ, Basha J, Hall B, Craig ME, Rawlinson WD. 2016. Congenital cytomegalovirus infection in pregnancy: a review of prevalence, clinical features, diagnosis and prevention. Australian and New Zealand Journal of Obstetrics and Gynaecology 56:9-18. DOI: https://doi.org/10.1111/ajo.12408, PMID: 26391432
63. Nishiura H, Kinoshita R, Mizumoto K, Yasuda Y, Nah K. 2016. Transmission potential of Zika virus infection in the South Pacific. International Journal of Infectious Diseases 45:95-97. DOI: https://doi.org/10.1016/j.ijid.2016.02. 017, PMID: 26923081
64. Nunes MR, Faria NR, de Vasconcelos JM, Golding N, Kraemer MU, de Oliveira LF, Azevedo RS, da Silva DE, da Silva EV, da Silva SP, Carvalho VL, Coelho GE, Cruz AC, Rodrigues SG, Vianez JL, Nunes BT, Cardoso JF, Tesh RB, Hay SI, Pybus OG, et al. 2015. Emergence and potential for spread of Chikungunya virus in Brazil. BMC Medicine 13:102. DOI: https://doi.org/10.1186/s12916-015-0348-x, PMID: 25976325
65. Otero M, Solari HG, Schweigmann N. 2006. A stochastic population dynamics model for Aedes aegypti: formulation and application to a city with temperate climate. Bulletin of Mathematical Biology 68:1945-1974. DOI: https://doi.org/10.1007/s11538-006-9067-y, PMID: 16832731
66. Perkins TA, Siraj AS, Ruktanonchai CW, Kraemer MU, Tatem AJ. 2016. Model-based projections of Zika virus infections in childbearing women in the Americas. Nature Microbiology 1:16126. DOI: https://doi.org/10.1038/nmicrobiol.2016.126, PMID: 27562260
67. Poletti P, Messeri G, Ajelli M, Vallorani R, Rizzo C, Merler S. 2011. Transmission potential of chikungunya virus and control measures: the case of Italy. PLoS One 6:e18860. DOI: https://doi.org/10.1371/journal.pone. 0018860, PMID: 21559329
68. Rossi MM, Lopez LF, Massad E. 2015. The dynamics of temperature-and rainfall-dependent dengue transmission in tropical regions. Annals of Biometrics and Biostatistics 2:1-6.
69. Rubin EJ, Greene MF, Baden LR. 2016. Zika virus and microcephaly. New England Journal of Medicine 374:984-985. DOI: https://doi.org/10.1056/NEJMe1601862, PMID: 26862812
70. Salje H, Cauchemez S, Alera MT, Rodriguez-Barraquer I, Thaisomboonsuk B, Srikiatkhachorn A, Lago CB, Villa D, Klungthong C, Tac-An IA, Fernandez S, Velasco JM, Roque VG, Nisalak A, Macareo LR, Levy JW, Cummings D, Yoon IK. 2016. Reconstruction of 60 years of chikungunya epidemiology in the Philippines demonstrates episodic and focal transmission. Journal of Infectious Diseases 213:604-610. DOI: https://doi.org/10.1093/infdis/jiv470, PMID: 26410592
71. Schoolfield RM, Sharpe PJ, Magnuson CE. 1981. Non-linear regression of biological temperature-dependent rate models based on absolute reaction-rate theory. Journal of Theoretical Biology 88:719-731. DOI: https://doi.org/10.1016/0022-5193(81)90246-0, PMID: 6790878
72. Silva MM, Rodrigues MS, Paploski IA, Kikuti M, Kasper AM, Cruz JS, Queiroz TL, Tavares AS, Santana PM, Araújo JM, Ko AI, Reis MG, Ribeiro GS. 2016. Accuracy of Dengue Reporting by National Surveillance System, Brazil. Emerging Infectious Diseases 22:336-339. DOI: https://doi.org/10.3201/eid2202.150495, PMID: 26 812472
73. Soares de Araújo JS, Regis CT, Gomes RG, Tavares TR, Rocha Dos Santos C, Assunção PM, Nó brega RV, Pinto DF, Bezerra BV, Mattos SD. 2016. Microcephaly in north-east Brazil: a retrospective study on neonates born between 2012 and 2015. Bulletin of the World Health Organization 94:835-840. DOI: https://doi.org/10.2471/BLT.16.170639, PMID: 27821886
74. Dickerson CZ. 2007. The effects of temperature and humidy on the eggs of Aedes aegypti and Aedes albopictus in Texas. In: Doctor of Philosophy. College Station, Texas: Texas A and M University.
75. Tran A, L’Ambert G, Lacour G, Benoıt R, Demarchi M, Cros M, Cailly P, Aubry-Kientz M, Balenghien T, Ezanno P. 2013. A rainfall-and temperature-driven abundance model for Aedes albopictus populations. International Journal of Environmental Research and Public Health 10:1698-1719. DOI: https://doi.org/10.3390/ijerph10051698, PMID: 23624579
76. Trpis M, Hausermann W. 1986. Dispersal and other population parameters of Aedes aegypti in an African village and their possible significance in epidemiology of vector-borne diseases. The American Journal of Tropical Medicine and Hygiene 35:1263-1279. DOI: https://doi.org/10.4269/ajtmh.1986.35.1263, PMID: 3789275
77. Trpis M, Häusermann W, Craig GB. 1995. Estimates of population size, dispersal, and longevity of domestic Aedes aegypti aegypti (Diptera: Culicidae) by mark-release-recapture in the village of Shauri Moyo in eastern Kenya. Journal of Medical Entomology 32:27-33. DOI: https://doi.org/10.1093/jmedent/32.1.27, PMID: 786933 9
78. Turmel JM, Abgueguen P, Hubert B, Vandamme YM, Maquart M, Le Guillou-Guillemette H, Leparc-Goffart I. 2016. Late sexual transmission of Zika virus related to persistence in the semen. The Lancet 387:2501. DOI: https://doi. org/10.1016/S0140-6736(16)30775-9
79. van Panhuis WG, Choisy M, Xiong X, Chok NS, Akarasewi P, Iamsirithaworn S, Lam SK, Chong CK, Lam FC, Phommasak B, Vongphrachanh P, Bouaphanh K, Rekol H, Hien NT, Thai PQ, Duong TN, Chuang JH, Liu YL, Ng LC, Shi Y, et al. 2015. Region-wide synchrony and traveling waves of dengue across eight countries in Southeast Asia. PNAS 112:13069-13074. DOI: https://doi.org/10.1073/pnas.1501375112, PMID: 26438851
80. Wearing HJ, Rohani P. 2006. Ecological and immunological determinants of dengue epidemics. PNAS 103: 11802-11807. DOI: https://doi.org/10.1073/pnas.0602960103, PMID: 16868086
81. WHO. 2016a. Mosquito (vector) control emergency response and preparedness for Zika virus. World Health Organization. http://bit.ly/ZikaEmergencyPrepar [Accessed June 2017].
82. WHO. 2016b. WHO Director-General summarizes the outcome of the Emergency Committee regarding clusters of microcephaly and Guillain-Barrésyndrome. World Health Organization. http://bit.ly/HealthEmergency [Accessed June 2017].
83. WHO. 2016c. World Health Organization-Brazil-Statistics. World Health Organization. http://www.who.int/countries/bra/en/. [Accessed June 2017].
84. Wong PS, Li MZ, Chong CS, Ng LC, Tan CH. 2013. Aedes (Stegomyia) albopictus (Skuse): a potential vector of Zika virus in Singapore. PLoS Neglected Tropical Diseases 7:e2348. DOI: https://doi.org/10.1371/journal.pntd. 0002348, PMID: 23936579
85. Xuan LTT, Van Hau P, Thu DT, Toan DTT. 2014. Estimates of meteorological variability in association with dengue cases in a coastal city in northern Vietnam: an ecological study. Global Health Action 7:23119. DOI: https://doi.org/10.3402/gha.v7.23119, PMID: 28672611
86. Yakob L, Kucharski A, Hue S, Edmunds WJ. 2016. Low risk of a sexually-transmitted Zika virus outbreak. The Lancet Infectious Diseases 16:1100-1102. DOI: https://doi.org/10.1016/S1473-3099(16)30324-3, PMID: 27676337
87. Yang HM, Macoris ML, Galvani KC, Andrighetti MT, Wanderley DM. 2009. Assessing the effects of temperature on the population of Aedes aegypti, the vector of dengue. Epidemiology and Infection 137:1188-1202. DOI: https://doi.org/10.1017/S0950268809002040, PMID: 19192322
88. Yasuno M, Tonn RJ. 1970. A study of biting habits of Aedes aegypti in Bangkok, Thailand. Bulletin of the World Health Organization 43:319-325. PMID: 5312528
89. Zanluca C, Melo VC, Mosimann AL, Santos GI, Santos CN, Luz K. 2015. First report of autochthonous transmission of Zika virus in Brazil. Memó rias do Instituto Oswaldo Cruz 110:569-572. DOI: https://doi.org/10. 1590/0074-02760150192, PMID: 26061233
90. Zhang Q, Sun K, Chinazzi M, Pastore-Piontti A, Dean NE, Rojas DP, Merler S, Mistry D, Poletti P, Rossi L, Bray M, Halloran ME, Longini IM, Vespignani A. 2016. Projected spread of Zika virus in the Americas. bioRxiv. 066456.
91. ZIBRA. 2016. Zika in Brazil Real Time Analysis Project. http://www.zibraproject.org/[Accessed June 2017].