Fabre Frédéric, Chadoeuf Joël, Costa Caroline, Lecoq Hervé, Desbiez Cécile
INRA, UR 407 Unité De Pathologie Végétale, F-84140 Montfavet, France.
J Theor Biol. 2010 Aug 7;265(3):377-88. doi: 10.1016/j.jtbi.2010.04.027. Epub 2010 May 6.
Disentangling the role of epidemiological factors in plant pathogen emergences is a prerequisite to identify the most likely future invaders. An example of emergence was recently observed in France: in 10 years, "classic" (CL) strains of Watermelon mosaic virus (WMV) were displaced at a regional scale by newly introduced "emerging" (EM) strains. Here we analyse a 3 years dataset describing the co-dynamics of CL and EM strains at field scale using state-space models estimating jointly: (i) probabilities of primary and secondary infection and (ii) probabilities of over-infecting with a CL [EM] strain a plant already infected with an EM [CL] strain. Results especially indicate that it is more than 3 times less probable for a CL strain to over-infect an EM infected plant than for an EM strain to over-infect a CL infected plant. To investigate if these asymmetric interactions can explain the CL/EM shift observed at regional scale, an exploratory model describing WMV epidemiology over several years in a landscape composed of a reservoir and a cultivated compartment is introduced. In most simulations a shift is observed and both strains do coexist in the landscape, reaching an equilibrium that depends on the probabilities of over-infection.
理清流行病学因素在植物病原体出现过程中的作用是识别未来最有可能入侵病原体的先决条件。最近在法国观察到了一个病原体出现的例子:在10年时间里,西瓜花叶病毒(WMV)的“经典”(CL)株系在区域尺度上被新引入的“新兴”(EM)株系所取代。在此,我们使用状态空间模型分析了一个为期3年的数据集,该数据集描述了田间尺度上CL和EM株系的共同动态,同时估计:(i)初次感染和二次感染的概率,以及(ii)已感染EM[CL]株系的植物被CL[EM]株系再次感染的概率。结果特别表明,CL株系再次感染EM感染植物的可能性比EM株系再次感染CL感染植物的可能性低3倍以上。为了研究这些不对称相互作用是否可以解释在区域尺度上观察到的CL/EM转变,我们引入了一个探索性模型,该模型描述了在由一个宿主库和一个种植区组成的景观中多年来WMV的流行病学情况。在大多数模拟中都观察到了转变,并且两种株系在景观中共存,达到了一个取决于再次感染概率的平衡状态。