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绘制日本脑炎传播媒介三带喙库蚊(Culex tritaeniorhynchus Giles,1901年)(双翅目:蚊科)在日本脑炎风险区域内的空间分布。

Mapping the spatial distribution of the Japanese encephalitis vector, Culex tritaeniorhynchus Giles, 1901 (Diptera: Culicidae) within areas of Japanese encephalitis risk.

作者信息

Longbottom Joshua, Browne Annie J, Pigott David M, Sinka Marianne E, Golding Nick, Hay Simon I, Moyes Catherine L, Shearer Freya M

机构信息

Spatial Ecology & Epidemiology Group, Oxford Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, Oxford, UK.

Institute for Health Metrics and Evaluation, University of Washington, Seattle, WA, USA.

出版信息

Parasit Vectors. 2017 Mar 16;10(1):148. doi: 10.1186/s13071-017-2086-8.

Abstract

BACKGROUND

Japanese encephalitis (JE) is one of the most significant aetiological agents of viral encephalitis in Asia. This medically important arbovirus is primarily spread from vertebrate hosts to humans by the mosquito vector Culex tritaeniorhynchus. Knowledge of the contemporary distribution of this vector species is lacking, and efforts to define areas of disease risk greatly depend on a thorough understanding of the variation in this mosquito's geographical distribution.

RESULTS

We assembled a contemporary database of Cx. tritaeniorhynchus presence records within Japanese encephalitis risk areas from formal literature and other relevant resources, resulting in 1,045 geo-referenced, spatially and temporally unique presence records spanning from 1928 to 2014 (71.9% of records obtained between 2001 and 2014). These presence data were combined with a background dataset capturing sample bias in our presence dataset, along with environmental and socio-economic covariates, to inform a boosted regression tree model predicting environmental suitability for Cx. tritaeniorhynchus at each 5 × 5 km gridded cell within areas of JE risk. The resulting fine-scale map highlights areas of high environmental suitability for this species across India, Nepal and China that coincide with areas of high JE incidence, emphasising the role of this vector in disease transmission and the utility of the map generated.

CONCLUSIONS

Our map contributes towards efforts determining the spatial heterogeneity in Cx. tritaeniorhynchus distribution within the limits of JE transmission. Specifically, this map can be used to inform vector control programs and can be used to identify key areas where the prevention of Cx. tritaeniorhynchus establishment should be a priority.

摘要

背景

日本脑炎(JE)是亚洲病毒性脑炎最重要的病因之一。这种具有医学重要性的虫媒病毒主要通过三带喙库蚊从脊椎动物宿主传播给人类。目前缺乏关于这种媒介物种当代分布的知识,确定疾病风险区域的工作在很大程度上取决于对这种蚊子地理分布变化的透彻了解。

结果

我们从正式文献和其他相关资源中收集了日本脑炎风险区域内三带喙库蚊存在记录的当代数据库,得到了1045条地理参考的、时空上唯一的存在记录,时间跨度从1928年到2014年(71.9%的记录是在2001年至2014年期间获得的)。这些存在数据与一个背景数据集相结合,该背景数据集捕捉了我们存在数据集中的样本偏差,以及环境和社会经济协变量,以构建一个增强回归树模型,预测日本脑炎风险区域内每个5×5公里网格单元中三带喙库蚊的环境适宜性。生成的精细尺度地图突出了印度、尼泊尔和中国境内该物种环境适宜性高的区域,这些区域与日本脑炎高发病率区域重合,强调了这种媒介在疾病传播中的作用以及所生成地图的实用性。

结论

我们的地图有助于确定日本脑炎传播范围内三带喙库蚊分布的空间异质性。具体而言,这张地图可用于为病媒控制计划提供信息,并可用于识别应优先预防三带喙库蚊滋生的关键区域。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5c41/5356256/f71f7f5dab17/13071_2017_2086_Fig1_HTML.jpg

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