Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise, 64100 Teramo, Italy.
Centre Agriculture Food Environment, University of Trento, 38010 San Michele all'Adige, Italy.
Viruses. 2022 Dec 22;15(1):35. doi: 10.3390/v15010035.
West Nile virus (WNV) is a mosquito-borne virus potentially causing serious illness in humans and other animals. Since 2004, several studies have highlighted the progressive spread of WNV Lineage 2 (L2) in Europe, with Italy being one of the countries with the highest number of cases of West Nile disease reported. In this paper, we give an overview of the epidemiological and genetic features characterising the spread and evolution of WNV L2 in Italy, leveraging data obtained from national surveillance activities between 2011 and 2021, including 46 newly assembled genomes that were analysed under both phylogeographic and phylodynamic frameworks. In addition, to better understand the seasonal patterns of the virus, we used a machine learning model predicting areas at high-risk of WNV spread. Our results show a progressive increase in WNV L2 in Italy, clarifying the dynamics of interregional circulation, with no significant introductions from other countries in recent years. Moreover, the predicting model identified the presence of suitable conditions for the 2022 earlier and wider spread of WNV in Italy, underlining the importance of using quantitative models for early warning detection of WNV outbreaks. Taken together, these findings can be used as a reference to develop new strategies to mitigate the impact of the pathogen on human and other animal health in endemic areas and new regions.
西尼罗河病毒(WNV)是一种通过蚊子传播的病毒,可能导致人类和其他动物患上严重疾病。自 2004 年以来,多项研究强调了 WNV 谱系 2(L2)在欧洲的逐渐传播,意大利是报告西尼罗河病病例最多的国家之一。本文概述了 2011 年至 2021 年期间通过国家监测活动获得的数据,包括 46 个新组装的基因组,通过系统地理学和系统发育动力学框架进行了分析,这些数据描述了 WNV L2 在意大利的传播和进化的流行病学和遗传特征。此外,为了更好地了解病毒的季节性模式,我们使用了一种机器学习模型来预测 WNV 传播的高风险区域。我们的研究结果表明,意大利的 WNV L2 呈逐渐增加趋势,明确了区域间循环的动态,近年来没有从其他国家传入的明显迹象。此外,预测模型确定了 2022 年意大利 WNV 更早和更广泛传播的合适条件,强调了使用定量模型进行 WNV 暴发的早期预警检测的重要性。总之,这些发现可以作为参考,制定新策略以减轻病原体对流行地区和新地区人类和其他动物健康的影响。