1. Epidemiology and Ecology of Usutu Virus Infection and Its Global Risk Distribution.
- Author
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Chen J, Zhang Y, Zhang X, Zhang M, Yin X, Zhang L, Peng C, Fu B, Fang L, and Liu W
- Subjects
- Animals, Humans, Aedes virology, Global Health, Culicidae virology, Birds virology, Flavivirus isolation & purification, Flavivirus genetics, Flavivirus Infections epidemiology, Flavivirus Infections veterinary, Flavivirus Infections transmission, Flavivirus Infections virology, Mosquito Vectors virology
- Abstract
Usutu virus (USUV) is an emerging mosquito-transmitted flavivirus with increasing incidence of human infection and geographic expansion, thus posing a potential threat to public health. In this study, we established a comprehensive spatiotemporal database encompassing USUV infections in vectors, animals, and humans worldwide by an extensive literature search. Based on this database, we characterized the geographic distribution and epidemiological features of USUV infections. By employing boosted regression tree (BRT) models, we projected the distributions of three main vectors ( Culex pipiens , Aedes albopictus , and Culiseta longiareolata ) and three main hosts ( Turdus merula , Passer domesticus , and Ardea cinerea ) to obtain the mosquito index and bird index. These indices were further incorporated as predictors into the USUV infection models. Through an ensemble learning model, we achieved a decent model performance, with an area under the curve (AUC) of 0.992. The mosquito index contributed significantly, with relative contributions estimated at 25.51%. Our estimations revealed a potential exposure area for USUV spanning 1.80 million km
2 globally with approximately 1.04 billion people at risk. This can guide future surveillance efforts for USUV infections, especially for countries located within high-risk areas and those that have not yet conducted surveillance activities.- Published
- 2024
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