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西尼罗河病毒和其他黄病毒的库蚊传播媒介的丰度:对新加坡降雨和温度依赖性的时间序列分析。

The abundance of Culex mosquito vectors for West Nile Virus and other flaviviruses: A time-series analysis of rainfall and temperature dependence in Singapore.

机构信息

Environmental Health Institute, National Environment Agency, 40 Scotts Road, Environment Building, #13-00, 228231, Singapore.

出版信息

Sci Total Environ. 2021 Feb 1;754:142420. doi: 10.1016/j.scitotenv.2020.142420. Epub 2020 Sep 21.

Abstract

Culex mosquitoes are important vectors of West Nile Virus (WNV), St. Louis Encephalitis Virus (SLEV) and Japanese Encephalitis Virus (JEV). Climate change is expected to alter their ability to spread diseases in human populations. Studies examining the influence of climate variability on Culex mosquitoes in South East Asia are scarce. We examined the influence of climate variability on reported Culex mosquito larval habitats from 2009 to 2018 in Singapore. We analysed the non-linear immediate and lagged weather dependence of Culex habitats over 5 weeks in negative binomial regression models using nationally representative data. We adjusted for the effects of long-term trend, seasonality, public holidays and autocorrelation. There were 41,170 reported Culex larval habitats over the study period. Non-residential premises were associated with more reports of habitats compared to residential premises [Rate Ratio (RR): 113.9, 95% CI: 110.9, 116.9]. Larvae in more than 90% of these habitats were entomologically identified as Culex quinquefasciatus. In residences, every 10 mm increase in rainfall above a 90 mm threshold was associated with a 10.1% [Incidence Rate Ratio (IRR): 0.899, 95% CI: 0.836, 0.968] cumulative decline in larval habitats. Public holidays were not significantly included in the model analysing larval habitats in residences. In non-residences, a 1 °C increase in the ambient air temperature with respect to the mean was associated with a 36.0% (IRR: 1.360, 95% CI: 1.057, 1.749) cumulative increase in Culex larval habitats. Public holidays were associated with a decline in Culex larval habitats in the same week. Our study provides evidence of how ambient air temperature and rainfall variability influences the abundance of Culex mosquito larval habitats. Our findings support the utility of using weather data in predictive models to inform the timing of vector control measures aimed at reducing the risk of WNV and other Culex-borne flavivirus transmission in urban areas.

摘要

库蚊是西尼罗河病毒(WNV)、圣路易斯脑炎病毒(SLEV)和日本脑炎病毒(JEV)的重要传播媒介。预计气候变化将改变其在人类群体中传播疾病的能力。研究表明,气候变化对东南亚库蚊的影响在东南亚地区还很缺乏。我们研究了 2009 年至 2018 年期间新加坡报告的库蚊幼虫栖息地的气候变异性的影响。我们使用全国代表性数据,在负二项回归模型中分析了 5 周内库蚊栖息地对即时和滞后天气的非线性影响。我们调整了长期趋势、季节性、公共假期和自相关性的影响。在研究期间,共报告了 41170 个库蚊幼虫栖息地。与住宅物业相比,非住宅物业与更多的栖息地报告有关[比率比(RR):113.9,95%置信区间:110.9,116.9]。这些栖息地中超过 90%的幼虫被昆虫学鉴定为库蚊。在住宅物业中,降雨量每增加 10 毫米,超过 90 毫米的阈值,与幼虫栖息地减少 10.1%有关[发病率比(IRR):0.899,95%置信区间:0.836,0.968]。公共假期并没有显著纳入分析住宅物业幼虫栖息地的模型中。在非住宅物业中,环境空气温度相对于平均值每升高 1°C,与库蚊幼虫栖息地增加 36.0%有关(IRR:1.360,95%置信区间:1.057,1.749)。公共假期与当周库蚊幼虫栖息地的减少有关。本研究提供了环境空气温度和降雨变率如何影响库蚊幼虫栖息地丰度的证据。我们的研究结果支持使用天气数据来预测模型,以告知控制措施的时机,从而减少西尼罗河病毒和其他库蚊传播的黄病毒在城市地区的传播风险。

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