通过数学建模揭示植物病原体 Ralstonia pseudosolanacearum 在植物体内的种群动态。

IF 9.4 1区 生物学 Q1 Agricultural and Biological Sciences New Phytologist Pub Date : 2024-11-04 DOI:10.1111/nph.20216
Caroline Baroukh, Léo Gerlin, Antoine Escourrou, Stéphane Genin
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引用次数: 0

摘要

假丝酵母菌(Ralstonia pseudosolanacearum)是一种植物病原体,可导致多种植物物种的细菌性枯萎病,它在寄主体内的生长表现出自相矛盾的特点,在木质部汁液中的细菌密度很高,而木质部汁液历来被认为是养分贫乏的环境。本研究将体外实验和数学建模相结合,以阐明 R. pseudosolanacearum 在植物体内的种群动态。为了模拟木质部环境,开发了一种番茄木质部模拟培养基。然后,利用体外数据构建了一个数学模型,用于模拟植物感染过程中细菌密度和木质部汁液成分的动态变化。该模型准确地再现了植物体内的实验观察结果,包括高细菌密度以及谷氨酰胺和天冬酰胺的耗竭。此外,该模型还估算了启动感染所需的最低细菌数量、接种后的感染时间、植物体内的细菌死亡率以及细菌腐胺被植物同化的速度。研究结果表明木质部汁液可以维持较高的细菌密度,为受感染木质部汁液中存在醋酸盐、腐霉胺和 3-hydroxybutyrate 提供了解释框架,并为腐霉胺在 R. pseudosolanacearum 的毒力中的作用提供了线索。
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Unraveling the in planta population dynamics of the plant pathogen Ralstonia pseudosolanacearum by mathematical modeling.

Ralstonia pseudosolanacearum, a plant pathogen responsible for bacterial wilt in numerous plant species, exhibits paradoxical growth in the host by achieving high bacterial densities in xylem sap, an environment traditionally considered nutrient-poor. This study combined in vitro experiments and mathematical modeling to elucidate the population dynamics of R. pseudosolanacearum within plants. To simulate the xylem environment, a tomato xylem-mimicking medium was developed. Then, a mathematical model was constructed using in vitro data and employed to simulate the dynamics of bacterial density and xylem sap composition during plant infection. The model accurately reproduced in planta experimental observations, including high bacterial densities and the depletion of glutamine and asparagine. Additionally, the model estimated the minimal number of bacteria required to initiate infection, the timing of infection post-inoculation, the bacterial mortality rate within the plant and the rate at which bacterial putrescine is assimilated by the plant. The findings demonstrate that xylem sap can sustain high bacterial densities, provides an explanatory framework for the presence of acetate, putrescine and 3-hydroxybutyrate in the sap of infected xylem and give clues as to the role of putrescine in the virulence of R. pseudosolanacearum.

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来源期刊
New Phytologist
New Phytologist PLANT SCIENCES-
CiteScore
17.60
自引率
5.30%
发文量
728
审稿时长
1 months
期刊介绍: New Phytologist is a leading publication that showcases exceptional and groundbreaking research in plant science and its practical applications. With a focus on five distinct sections - Physiology & Development, Environment, Interaction, Evolution, and Transformative Plant Biotechnology - the journal covers a wide array of topics ranging from cellular processes to the impact of global environmental changes. We encourage the use of interdisciplinary approaches, and our content is structured to reflect this. Our journal acknowledges the diverse techniques employed in plant science, including molecular and cell biology, functional genomics, modeling, and system-based approaches, across various subfields.
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