Schwartz Franklin W, Ibaraki Motomu, Hort Hiroko M
School of Earth Science The Ohio State University Columbus OH USA.
GSI Environmental Inc. Irvine CA USA.
Geohealth. 2025 Mar 20;9(3):e2024GH001194. doi: 10.1029/2024GH001194. eCollection 2025 Mar.
West Nile virus (WNV) is a zoonotic virus with a mosquito-avian transmission cycle having occasional spillover to mammals. A network analysis of annual log-transformed WNV case numbers (2003-2022) generated four spatially and temporally coherent clusters among 48 U.S. states and six Canadian provinces. Cluster 1 and Cluster 3 were the largest groups corresponding to the Central Flyway and the closely associated Eastern Flyway (with an east-coast subset). Cluster 2 and Cluster 4 corresponded with less-well defined segments of a distinctly different Western Flyway. Thus, clustering can be explained by migratory pathways of terrestrial birds. We investigated avian involvement in the spread of WNV from potential sources in the southern U.S. Analyses revealed consistent patterns in log-transformed case numbers of human WNV. This study highlights the significant role of migratory birds in shaping the spatiotemporal patterns of WNV incidence across North America. However, the observed variability in incidence also likely reflects the interplay of other factors including local environmental conditions, mosquito populations, and regional variations in both migratory and non-migratory bird populations.
西尼罗河病毒(WNV)是一种人畜共患病毒,通过蚊虫-鸟类传播循环,偶尔会传播给哺乳动物。对年度对数转换后的西尼罗河病毒病例数(2003 - 2022年)进行的网络分析在美国48个州和加拿大6个省中产生了四个在空间和时间上连贯的集群。集群1和集群3是最大的群体,分别对应中央飞行路线和紧密相关的东部飞行路线(包括一个东海岸子集)。集群2和集群4对应于明显不同的西部飞行路线中定义不太明确的部分。因此,集群现象可以通过陆地鸟类的迁徙路径来解释。我们调查了鸟类在美国南部潜在源头传播西尼罗河病毒中的作用。分析揭示了人类西尼罗河病毒对数转换病例数的一致模式。这项研究强调了候鸟在塑造北美西尼罗河病毒发病率时空模式方面的重要作用。然而,观察到的发病率差异也可能反映了其他因素的相互作用,包括当地环境条件、蚊虫种群以及候鸟和非候鸟种群的区域差异。