Tegally Houriiyah, Dellicour Simon, Poongavanan Jenicca, Mavian Carla, Dor Graeme, Fonseca Vagner, Tagliamonte Massimiliano S, Dunaiski Marcel, Moir Monika, Wilkinson Eduan, de Albuquerque Carlos Frederico Campelo, Frutuoso Livia C V, Holmes Edward C, Baxter Cheryl, Lessells Richard, Kraemer Moritz U G, Lourenço José, Alcantara Luiz Carlos Junior, de Oliveira Tulio, Giovanetti Marta
Centre for Epidemic Response and Innovation (CERI), School of Data Science and Computational Thinking, Stellenbosch University, Stellenbosch 7600, South Africa.
Spatial Epidemiology Lab (SpELL), Université Libre de Bruxelles, Brussels, Belgium.
medRxiv. 2024 Oct 30:2024.10.29.24316328. doi: 10.1101/2024.10.29.24316328.
In March 2024, the Pan American Health Organization (PAHO) issued an alert in response to a rapid increase in Oropouche fever cases across South America. Brazil has been particularly affected, reporting a novel reassortant lineage of the Oropouche virus (OROV) and expansion to previously non-endemic areas beyond the Amazon Basin. Utilising phylogeographic approaches, we reveal a multi-scale expansion process with both short and long-distance dispersal events, and diffusion velocities in line with human-mediated jumps. We identify forest cover, banana and cocoa cultivation, temperature, and human population density as key environmental factors associated with OROV range expansion. Using ecological niche modelling, we show that OROV circulated in areas of enhanced ecological suitability immediately preceding its explosive epidemic expansion in the Amazon. This likely resulted from the virus being introduced into simultaneously densely populated and environmentally favourable regions in the Amazon, such as Manaus, leading to an amplified epidemic and spread beyond the Amazon. Our study provides valuable insights into the dispersal and ecological dynamics of OROV, highlighting the role of human mobility in colonisation of new areas, and raising concern over high viral suitability along the Brazilian coast.
2024年3月,泛美卫生组织(PAHO)针对南美洲奥罗普切热病例的迅速增加发布了警报。巴西受到的影响尤为严重,报告了一种新型重组谱系的奥罗普切病毒(OROV),并且该病毒已扩散到亚马逊盆地以外以前的非流行地区。利用系统发育地理学方法,我们揭示了一个多尺度的扩张过程,包括短距离和长距离传播事件,以及与人类介导的跳跃相一致的扩散速度。我们确定森林覆盖、香蕉和可可种植、温度以及人口密度是与OROV范围扩张相关的关键环境因素。通过生态位建模,我们表明在OROV于亚马逊地区爆发性流行扩张之前,它在生态适宜性增强的地区传播。这可能是由于该病毒被引入到亚马逊地区人口密集且环境适宜的地区,如马瑙斯,导致疫情扩大并蔓延至亚马逊以外地区。我们的研究为OROV的传播和生态动态提供了有价值的见解,突出了人类流动在新地区殖民化中的作用,并引发了对巴西沿海地区高病毒适宜性的担忧。