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致倦库蚊种群数量的空间动态:来自德克萨斯州哈里斯县的地统计学见解

Spatial dynamics of Culex quinquefasciatus abundance: geostatistical insights from Harris County, Texas.

作者信息

Jibowu Morgan, Nolan Melissa S, Ramphul Ryan, Essigmann Heather T, Oluyomi Abiodun O, Brown Eric L, Vigilant Maximea, Gunter Sarah M

机构信息

Department of Epidemiology, UTHealth School of Public Health, Houston, TX, USA.

Division of Tropical Medicine, Department of Pediatrics, Baylor College of Medicine, Texas Children's Hospital, Houston, TX, USA.

出版信息

Int J Health Geogr. 2024 Dec 5;23(1):26. doi: 10.1186/s12942-024-00385-4.

Abstract

Mosquito-borne diseases pose a significant public health threat, prompting the need to pinpoint high-risk areas for targeted interventions and environmental control measures. Culex quinquefasciatus is the primary vector for several mosquito-borne pathogens, including West Nile virus. Using spatial analysis and modeling techniques, we investigated the geospatial distribution of Culex quinquefasciatus abundance in the large metropolis of Harris County, Texas, from 2020 to 2022. Our geospatial analysis revealed clusters of high mosquito abundance, predominantly located in central Houston and the north-northwestern regions of Harris County, with lower mosquito abundance observed in the western and southeastern areas. We identified persistent high mosquito abundance in some of Houston's oldest neighborhoods, highlighting the importance of considering socioeconomic factors, the built environment, and historical urban development patterns in understanding vector ecology. Additionally, we observed a positive correlation between mosquito abundance and neighborhood-level socioeconomic status with the area deprivation index explaining between 22 and 38% of the variation in mosquito abundance (p-value < 0.001). This further underscores the influence of the built environment on vector populations. Our study emphasizes the utility of spatial analysis, including hotspot analysis and geostatistical interpolation, for understanding mosquito abundance patterns to guide resource allocation and surveillance efforts. Using geostatistical analysis, we discerned fine-scale geospatial patterns of Culex quinquefasciatus abundance in Harris County, Texas, to inform targeted interventions in vulnerable communities, ultimately reducing the risk of mosquito exposure and mosquito-borne disease transmission. By integrating spatial analysis with epidemiologic risk assessment, we can enhance public health preparedness and response efforts to prevent and control mosquito-borne disease.

摘要

蚊媒疾病对公众健康构成重大威胁,因此需要确定高风险区域,以便采取有针对性的干预措施和环境控制措施。致倦库蚊是包括西尼罗河病毒在内的几种蚊媒病原体的主要传播媒介。我们利用空间分析和建模技术,调查了2020年至2022年德克萨斯州哈里斯县这个大都市中致倦库蚊数量的地理空间分布。我们的地理空间分析揭示了蚊虫数量高的聚集区,主要位于休斯顿市中心和哈里斯县的西北偏北地区,而西部地区和东南部地区的蚊虫数量较低。我们发现在休斯顿一些最古老的社区中,蚊虫数量持续居高不下,这凸显了在理解病媒生态学方面考虑社会经济因素、建筑环境和历史城市发展模式的重要性。此外,我们观察到蚊虫数量与社区层面的社会经济地位呈正相关,地区贫困指数解释了蚊虫数量变化的22%至38%(p值<0.001)。这进一步强调了建筑环境对病媒种群的影响。我们的研究强调了空间分析(包括热点分析和地理统计插值)在理解蚊虫数量模式以指导资源分配和监测工作方面的实用性。通过地理统计分析,我们识别出了德克萨斯州哈里斯县致倦库蚊数量的精细地理空间模式,为在脆弱社区开展有针对性的干预措施提供依据,最终降低蚊虫暴露风险和蚊媒疾病传播风险。通过将空间分析与流行病学风险评估相结合,我们可以加强公共卫生防范和应对工作,以预防和控制蚊媒疾病。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8aa5/11619097/db39a3ba9f50/12942_2024_385_Fig1_HTML.jpg

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