Assessing the future threat from vivax malaria in the United Kingdom using two markedly different modelling approaches

被引:30
作者
Lindsay, Steven W. [1 ]
Hole, David G. [2 ]
Hutchinson, Robert A. [3 ]
Richards, Shane A. [3 ]
Willis, Stephen G. [3 ]
机构
[1] London Sch Hyg & Trop Med, Dis Control & Vector Biol Unit, London WC1E 7HT, England
[2] Conservat Int, Ctr Appl Biodivers Sci, Arlington, VA 22202 USA
[3] Univ Durham, Sch Biol & Biomed Sci, Durham DH1 3LE, England
基金
美国国家卫生研究院;
关键词
GLOBAL DISTRIBUTION; CLIMATE-CHANGE; RISK; POPULATION; DEATHS;
D O I
10.1186/1475-2875-9-70
中图分类号
R51 [传染病];
学科分类号
100401 ;
摘要
Background: The world is facing an increased threat from new and emerging diseases, and there is concern that climate change will expand areas suitable for transmission of vector borne diseases. The likelihood of vivax malaria returning to the UK was explored using two markedly different modelling approaches. First, a simple temperature-dependent, process-based model of malaria growth transmitted by Anopheles atroparvus, the historical vector of malaria in the UK. Second, a statistical model using logistic-regression was used to predict historical malaria incidence between 1917 and 1918 in the UK, based on environmental and demographic data. Using findings from these models and saltmarsh distributions, future risk maps for malaria in the UK were produced based on UKCIP02 climate change scenarios. Results: The process-based model of climate suitability showed good correspondence with historical records of malaria cases. An analysis of the statistical models showed that mean temperature of the warmest month of the year was the major factor explaining the distribution of malaria, further supporting the use of the temperature-driven processed-based model. The risk maps indicate that large areas of central and southern England could support malaria transmission today and could increase in extent in the future. Confidence in these predictions is increased by the concordance between the processed-based and statistical models. Conclusion: Although the future climate in the UK is favourable for the transmission of vivax malaria, the future risk of locally transmitted malaria is considered low because of low vector biting rates and the low probability of vectors feeding on a malaria-infected person.
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页数:8
相关论文
共 54 条
[1]  
ANDERSON R M, 1991
[2]  
[Anonymous], 2002, Model selection and multimodel inference: a practical informationtheoretic approach
[3]  
[Anonymous], CLIM CHANG HUM HLTH
[4]  
BECKER N, 1989, Bulletin of the Society for Vector Ecology, V14, P6
[5]  
Blacklock B., 1921, Annals of Tropical Medicine and Parasitology, V15, P59
[6]  
Boyd MF., 1949, Malariology: a comprehensive survey of all aspects of this group of diseases from a global standpoint
[7]  
Bruce-Chwatt L.J., 1980, RISE FALL MALARIA EU
[8]   National assessment of human health effects of climate change in Portugal: Approach and key findings [J].
Casimiro, Elsa ;
Calheiros, Jose ;
Santos, Filipe Duarte ;
Kovats, Sari .
ENVIRONMENTAL HEALTH PERSPECTIVES, 2006, 114 (12) :1950-1956
[9]   Diseases of humans and their domestic mammals: pathogen characteristics, host range and the risk of emergence [J].
Cleaveland, S ;
Laurenson, MK ;
Taylor, LH .
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2001, 356 (1411) :991-999
[10]  
Confalonieri U., 2007, Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, P391