论文标题

具有显式矢量季节性动态的木质甲基甲基甲虫fastidiosa疾病的隔室模型

A compartmental model for Xylella fastidiosa diseases with explicit vector seasonal dynamics

论文作者

Giménez-Romero, Àlex, Moralejo, Eduardo, Matías, Manuel A.

论文摘要

细菌木质菌(XF)主要由欧洲的Spittlebug Philaenus Spumarius传输,在那里它对橄榄和杏仁树造成了重大的经济损害。了解确定共享相似之处的可病系统中疾病动态的因素可以帮助设计控制策略,以最大程度地减少传输链。在这里,我们介绍了欧洲XF引起的疾病的隔室模型,该模型涉及主要相关的流行病学过程,包括P. spumarius的季节性动态。该模型面临着来自欧洲两次主要暴发的流行病学数据,意大利Apulia的橄榄快速疾病综合征(OQDS),由亚种Pauca和马略卡岛的杏仁叶灼伤(ALSD)引起的西班牙杏仁叶焦病(ALSD),由亚西班牙造成。使用贝叶斯推理框架,我们展示了该模型如何成功地再现两种疾病中的一般现场数据。在全球灵敏度分析中,载体和植物矢量的传播速率以及矢量去除速率是确定感染宿主峰的时间,发病率峰和死亡宿主的最终数量的最具影响力参数。我们还使用我们的模型检查了不同的基于向量的控制策略,表明着重于提高向量去除速率的联合策略,同时减少年度新生儿媒介的数量对于疾病控制是最佳的。

The bacterium Xylella fastidiosa (Xf) is mainly transmitted by the spittlebug, Philaenus spumarius, in Europe, where it has caused significant economic damage to olive and almond trees. Understanding the factors that determine disease dynamics in pathosystems that share similarities can help design control strategies focused on minimizing transmission chains. Here we introduce a compartmental model for Xf-caused diseases in Europe that accounts for the main relevant epidemiological processes, including the seasonal dynamics of P. spumarius. The model was confronted with epidemiological data from the two major outbreaks of Xf in Europe, the olive quick disease syndrome (OQDS) in Apulia, Italy, caused by the subspecies pauca, and the almond leaf scorch disease (ALSD) in Majorca, Spain, caused by subspecies multiplex and fastidiosa. Using a Bayesian inference framework, we show how the model successfully reproduces the general field data in both diseases. In a global sensitivity analysis, the vector-plant and plant-vector transmission rates, together with the vector removal rate, were the most influential parameters in determining the time of the infected host population peak, the incidence peak and the final number of dead hosts. We also used our model to check different vector-based control strategies, showing that a joint strategy focused on increasing the rate of vector removal while lowering the number of annual newborn vectors is optimal for disease control.

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