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Multi‐seasonal modelling of plant‐nematode interactions reveals efficient plant resistance deployment strategies

机译:植物线虫相互作用的多季节性建模显示有效的植物抵抗部署策略

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摘要

Root‐knot nematodes, Meloidogyne spp., are soil‐borne polyphagous pests with major impact on crop yield worldwide. Resistant crops efficiently control avirulent root‐knot nematodes, but favour the emergence of virulent forms. Since virulence is associated with fitness costs, susceptible crops counter‐select virulent root‐knot nematodes. In this study, we identify optimal rotation strategies between susceptible and resistant crops to control root‐knot nematodes and maximize crop yield. We developed an epidemiological model describing the within‐season dynamics of avirulent and virulent root‐knot nematodes on susceptible or resistant plant root‐systems, and their between‐season survival. The model was fitted to experimental data and used to predict yield‐maximizing rotation strategies, with special attention to the impact of epidemic severity and genetic parameters. Crop rotations were found to be efficient under realistic parameter ranges. They were characterized by low ratios of resistant plants and were robust to parameter uncertainty. Rotations provide significant gain over resistant‐only strategies, especially under intermediate fitness costs and severe epidemic contexts. Switching from the current general deployment of resistant crops to custom rotation strategies could not only maintain or increase crop yield, but also preserve the few and valuable R‐genes available.
机译:根结线虫,Meloidogyne SPP,是土壤传播的多功能害虫,对全球作物产量的重大影响。抗性作物有效地控制无毒根结线虫,但有利于毒性形式的出现。由于毒力与健身成本相关,易感作物反击毒力根结线虫。在本研究中,我们确定易受抗性作物之间的最佳旋转策略,以控制根结线虫并最大化作物产量。我们开发了一种流行病学模型,描述了易感或抗性植物根系系统的季节性和毒性根结线虫的季节性动态,以及它们的季节生存期。该模型适用于实验数据,用来预测产量最大化的旋转策略,特别关注流行性严重程度和遗传参数的影响。发现裁剪旋转在现实参数范围下是有效的。它们的特征在于耐药植物的低比率,并且对参数不确定性具有鲁棒性。旋转在抗性策略中提供了显着的增益,特别是在中间健身成本和严重的流行性背景下。从当前的抗性作物一般部署转换为定制旋转策略不仅可以维持或增加作物产量,还可以保留少数和有价值的R-基因。

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