期刊论文详细信息
BMC Public Health
Climate change and the emergence of vector-borne diseases in Europe: case study of dengue fever
Paul R Hunter3  Iain R Lake4  Tobias Lung1  Felipe J Colón-González2  Maha Bouzid3 
[1] Present address: European Environment Agency, Copenhagen, Denmark;The Abdus Salam International Centre for Theoretical Physics, Earth System Physics Section, Trieste, Italy;Norwich Medical School, University of East Anglia, Norwich, UK;School of Environmental Sciences, University of East Anglia, Norwich, UK
关键词: Disease risk;    Europe;    Climate change;    Dengue fever;   
Others  :  1128252
DOI  :  10.1186/1471-2458-14-781
 received in 2014-04-02, accepted in 2014-07-24,  发布年份 2014
PDF
【 摘 要 】

Background

Dengue fever is the most prevalent mosquito-borne viral disease worldwide. Dengue transmission is critically dependent on climatic factors and there is much concern as to whether climate change would spread the disease to areas currently unaffected. The occurrence of autochthonous infections in Croatia and France in 2010 has raised concerns about a potential re-emergence of dengue in Europe. The objective of this study is to estimate dengue risk in Europe under climate change scenarios.

Methods

We used a Generalized Additive Model (GAM) to estimate dengue fever risk as a function of climatic variables (maximum temperature, minimum temperature, precipitation, humidity) and socioeconomic factors (population density, urbanisation, GDP per capita and population size), under contemporary conditions (1985–2007) in Mexico. We then used our model estimates to project dengue incidence under baseline conditions (1961–1990) and three climate change scenarios: short-term 2011–2040, medium-term 2041–2070 and long-term 2071–2100 across Europe. The model was used to calculate average number of yearly dengue cases at a spatial resolution of 10 × 10 km grid covering all land surface of the currently 27 EU member states. To our knowledge, this is the first attempt to model dengue fever risk in Europe in terms of disease occurrence rather than mosquito presence.

Results

The results were presented using Geographical Information System (GIS) and allowed identification of areas at high risk. Dengue fever hot spots were clustered around the coastal areas of the Mediterranean and Adriatic seas and the Po Valley in northern Italy.

Conclusions

This risk assessment study is likely to be a valuable tool assisting effective and targeted adaptation responses to reduce the likely increased burden of dengue fever in a warmer world.

【 授权许可】

   
2014 Bouzid et al.; licensee BioMed Central Ltd.

【 预 览 】
附件列表
Files Size Format View
20150222150510640.pdf 2580KB PDF download
Figure 4. 142KB Image download
Figure 3. 176KB Image download
Figure 2. 176KB Image download
Figure 1. 29KB Image download
【 图 表 】

Figure 1.

Figure 2.

Figure 3.

Figure 4.

【 参考文献 】
  • [1]DH: Health effects of climate change in the UK 2008: an update of the department of health report 2001/2002. http://webarchive.nationalarchives.gov.uk/20130107105354/http://www.dh.gov.uk/en/Publicationsandstatistics/Publications/PublicationsPolicyAndGuidance/DH_080702 webcite
  • [2]Hunter PR: Climate change and waterborne and vector-borne disease. J Appl Microbiol 2003, 94(Suppl):37S-46S.
  • [3]McMichael AJ, Woodruff RE, Hales S: Climate change and human health: present and future risks. Lancet 2006, 367:859-869.
  • [4]Semenza JC, Menne B: Climate change and infectious diseases in Europe. Lancet Infect Dis 2009, 9:365-375.
  • [5]WHO: Protecting health from climate change: global research priorities. http://www.who.int/globalchange/publications/9789241598187/en/ webcite
  • [6]WHO: Dengue media centre: dengue and haemorrhagic fever. http://www.who.int/mediacentre/factsheets/fs117/en/ webcite 2009
  • [7]Lawrence J: DengueNet--WHO’s internet-based system for the global surveillance of dengue fever and dengue haemorrhagic fever (dengue/DHF). Euro Surveill Wkly Release 2002, 6:1883.
  • [8]Gjenero-Margan I, Aleraj B, Krajcar D, Lesnikar V, Klobucar A, Pem-Novosel I, Kurecic-Filipovic S, Komparak S, Martic R, Duricic S, Betica-Radic L, Okmadzic J, Vilibic-Cavlek T, Babic-Erceg A, Turkovic B, Avsic-Zupanc T, Radic I, Ljubic M, Sarac K, Benic N, Mlinaric-Galinovic G: Autochthonous dengue fever in Croatia, August-September 2010. Euro Surveill 2011, 16:pii=19805.
  • [9]La Ruche G, Souares Y, Armengaud A, Peloux-Petiot F, Delaunay P, Despres P, Lenglet A, Jourdain F, Leparc-Goffart I, Charlet F, Ollier L, Mantey K, Mollet T, Fournier JP, Torrents R, Leitmeyer K, Hilairet P, Zeller H, Van Bortel W, Dejour-Salamanca D, Grandadam M, Gastellu-Etchegorry M: First two autochthonous dengue virus infections in metropolitan France, September 2010. Euro Surveill 2010, 15:19676.
  • [10]Jansen CC, Beebe NW: The dengue vector Aedes aegypti: what comes next. Microbes Infect 2010, 12:272-279.
  • [11]Rigau-Perez JG, Clark GG, Gubler DJ, Reiter P, Sanders RJ, Vorndam AV: Dengue and dengue haemorrhagic fever. Lancet 1998, 352:971-977.
  • [12]Lambrechts L, Scott TW, Gubler DJ: Consequences of the expanding global distribution of aedes albopictus for dengue virus transmission. PLoS Negl Trop Dis 2010, 4:e646.
  • [13]Hunter PR: Vector Borne Disease and Climate Change. In Encyclopedia of Environmental Health. Edited by Nriagu JNJ. Surrey, UK: Elsevier; 2011.
  • [14]Rogers DJ, Randolph SE: Climate change and vector-borne diseases. Adv Parasitol 2006, 62:345-381.
  • [15]Degallier N, Favier C, Menkes C, Lengaigne M, Ramalho WM, Souza R, Servain J, Boulanger JP: Toward an early warning system for dengue prevention: modeling climate impact on dengue transmission. Clim Chang 2010, 98:581-592.
  • [16]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.
  • [17]Hopp MJ, Foley JA: Worldwide fluctuations in dengue fever cases related to climate variability. Clim Res 2003, 25:85-94.
  • [18]Rogers DJ, Wilson AJ, Hay SI, Graham AJ: The global distribution of yellow fever and dengue. Adv Parasitol 2006, 62:181-220.
  • [19]Thai KTD, Anders KL: The role of climate variability and change in the transmission dynamics and geographic distribution of dengue. Exp Biol Med 2011, 236:944-954.
  • [20]Schmidt WP, Suzuki M, Thiem VD, White RG, Tsuzuki A, Yoshida LM, Yanai H, Haque U, Tho LH, Anh DD, Ariyoshi K: Population density, water supply, and the risk of dengue fever in Vietnam: cohort study and spatial analysis. Plos Med 2011, 8:e1001082.
  • [21]Sriprom M, Chalvet-Monfray K, Chaimane T, Vongsawat K, Bicout DJ: Monthly district level risk of dengue occurrences in Sakon Nakhon Province, Thailand. Sci Total Environ 2010, 408:5521-5528.
  • [22]Caminade C, Medlock JM, Ducheyne E, McIntyre KM, Leach S, Baylis M, Morse AP: Suitability of European climate for the Asian tiger mosquito Aedes albopictus: recent trends and future scenarios. J R Soc Interface 2012, 9:2708-2717.
  • [23]Reiter P: Climate change and mosquito-borne disease. Environ Health Perspect 2001, 109(Suppl 1):141-161.
  • [24]Colon-Gonzalez FJ, Fezzi C, Lake IR, Hunter PR: The effects of weather and climate change on dengue. PLoS Negl Trop Dis 2013, 7:e2503.
  • [25]Hastie T, Tibshirani R: Generalized additive models. Stat Sci 1986, 1:297-318.
  • [26]Guisan A, Edwards TC, Hastie T: Generalized linear and generalized additive models in studies of species distributions: setting the scene. Ecol Model 2002, 157:89-100.
  • [27]Schimek MG: Semiparametric penalized generalized additive models for environmental research and epidemiology. Environmetrics 2009, 20:699-717.
  • [28]Wood S: Generalized Additive Models: An Introduction With R. Boca Raton, FL, USA: CRC Press; 2006.
  • [29]Brunkard JM, Cifuentes E, Rothenberg SJ: Assessing the roles of temperature, precipitation, and ENSO in dengue re-emergence on the Texas-Mexico border region. Salud Publica Mex 2008, 50:227-234.
  • [30]Colon-Gonzalez FJ, Lake IR, Bentham G: Climate variability and dengue fever in warm and humid Mexico. Am J Trop Med Hyg 2011, 84:757-763.
  • [31]Hurtado-Diaz M, Riojas-Rodriguez H, Rothenberg SJ, Gomez-Dantes H, Cifuentes E: Short communication: impact of climate variability on the incidence of dengue in Mexico. Trop Med Int Health 2007, 12:1327-1337.
  • [32]The R Development Core Team: R: A Language and Environment for Statistical Computing. Vienna: R Foundation for Statistical Computing; 2010.
  • [33]Bhaskaran K, Gasparrini A, Hajat S, Smeeth L, Armstrong B: Time series regression studies in environmental epidemiology. Int J Epidemiol 2013, 42:1187-1195.
  • [34]Rockel B, Will A, Hense A: The Regional Climate Model COSMO-CLM(CCLM). Meteorol Z 2008, 17:347-348.
  • [35]IPCC: Special Report on Emissions Scenarios: A Special Report of Working Group III of the Intergovernmental Panel on Climate Change. Cambridge; New York: Cambridge University Press; 2000.
  • [36]IPCC: Climate Change 2007: The Physical Science Basis. Cambridge: Cambridge University Press; 2007.
  • [37]Mennis J: Generating surface models of population using dasymetric mapping. Prof Geographer 2003, 55:31-42.
  • [38]Dijkstra L, Poelman H: Regional Typologies: A Compilation. Regional Focus – A Series of Short Papers on Regional Research and Indicators Produced by the Directorate-General for Regional Policy. Brussels, Belgium: European Commission Directorate-General for Regional Policy; 2011.
  • [39]Robinson AH: Elements of Cartography. 6th edition. New York: Wiley; 1995.
  • [40]European Centre for Disease Prevention and Control: Development of Aedes Albopictus Risk Maps. Technical Report. Stockholm: European Centre for Disease Prevention and Control; 2009.
  • [41]Benedict MQ, Levine RS, Hawley WA, Lounibos LP: Spread of the tiger: global risk of invasion by the mosquito Aedes albopictus. Vector Borne Zoonotic Dis 2007, 7:76-85.
  • [42]Eritja R, Escosa R, Lucientes J, Marques E, Molina R, Roiz D, Ruiz S: Worldwide invasion of vector mosquitoes: present European distribution and challenges for Spain. Biol Invasions 2005, 7:87-97.
  • [43]Fischer D, Thomas SM, Niemitz F, Reineking B, Beierkuhnlein C: Projection of climatic suitability for Aedes albopictus Skuse (Culicidae) in Europe under climate change conditions. Glob Planet Chang 2011, 78:54-64.
  • [44]Knudsen AB, Romi R, Majori G: Occurrence and spread in Italy of Aedes albopictus, with implications for its introduction into other parts of Europe. J Am Mosq Control Assoc 1996, 12:177-183.
  • [45]Rogers DJ, Suk JE, Semenza JC: Using global maps to predict the risk of dengue in Europe. Acta Trop 2014, 129:1-14.
  • [46]Hales S, Weinstein P, Woodward A: Dengue fever epidemics in the South Pacific: driven by El Nino Southern Oscillation? Lancet 1996, 348:1664-1665.
  • [47]Bouzid M, Hooper L, Hunter PR: The effectiveness of public health interventions to reduce the health impact of climate change: a systematic review of systematic reviews. PLoS One 2013, 8:e62041.
  • [48]Sousa CA, Clairouin M, Seixas G, Viveiros B, Novo MT, Silva AC, Escoval MT, Economopoulou A: Ongoing outbreak of dengue type 1 in the Autonomous Region of Madeira, Portugal: preliminary report. Euro Surveill 2012, 17:pii=20333.
  • [49]Randolph SE, Rogers DJ: The arrival, establishment and spread of exotic diseases: patterns and predictions. Nat Rev Microbiol 2010, 8:361-371.
  • [50]Murrell S, Wu SC, Butler M: Review of dengue virus and the development of a vaccine. Biotechnol Adv 2011, 29:239-247.
  • [51]Reiter P, Lathrop S, Bunning M, Biggerstaff B, Singer D, Tiwari T, Baber L, Amador M, Thirion J, Hayes J, Seca C, Mendez J, Ramirez B, Robinson J, Rawlings J, Vorndam V, Waterman S, Gubler D, Clark G, Hayes E: Texas lifestyle limits transmission of dengue virus. Emerg Infect Dis 2003, 9:86-89.
  • [52]Angelini R, Finarelli AC, Angelini P, Po C, Petropulacos K, Macini P, Fiorentini C, Fortuna C, Venturi G, Romi R, Majori G, Nicoletti L, Rezza G, Cassone A: An outbreak of chikungunya fever in the province of Ravenna, Italy. Euro Surveill 2007, 12:E070906 070901.
  • [53]Rezza G, Nicoletti L, Angelini R, Romi R, Finarelli AC, Panning M, Cordioli P, Fortuna C, Boros S, Magurano F, Silvi G, Angelini P, Dottori M, Ciufolini MG, Majori GC, Cassone A: Infection with chikungunya virus in Italy: an outbreak in a temperate region. Lancet 2007, 370:1840-1846.
  • [54]Clark DV, Mammen MP Jr, Nisalak A, Puthimethee V, Endy TP: Economic impact of dengue fever/dengue hemorrhagic fever in Thailand at the family and population levels. Am J Trop Med Hyg 2005, 72:786-791.
  • [55]Naish S, Dale P, Mackenzie JS, McBride J, Mengersen K, Tong SL: Climate change and dengue: a critical and systematic review of quantitative modelling approaches. BMC Infect Dis 2014, 14:167. BioMed Central Full Text
  文献评价指标  
  下载次数:88次 浏览次数:12次