A New Insight into the Threshold and Oscillatory Regimes in Plant-Pathogen Models: A Nutrient-Driven Approach.

IF 2.3 4区 数学 Q2 BIOLOGY
Dhruba Pariyar Damay, Angela Peace
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引用次数: 0

Abstract

Across ecosystems, autotroph growth and susceptibility to disease are strongly constrained by the availability of essential nutrients such as nitrogen and phosphorus. Understanding how nutrient availability influences disease transmission is important for predicting disease persistence, outbreak risk, and long-term ecosystem dynamics under changing environmental conditions. At the same time, infectious diseases in autotrophs can reshape ecosystem processes by altering elemental recycling and the nutrient supply available to hosts. Here, we formulate a five-dimensional deterministic system of nonlinear ordinary differential equations within a disease-mediated nutrient dynamic framework. We incorporate novel nutrient-driven transmission and nonlinear resource uptake kinetics to capture the bidirectional relationships linking elemental cycles with infectious disease in a natural forest ecosystem. Using a combination of qualitative mathematical analysis, including proofs of solutions boundedness and derivations of basic reproductive number, and numerical bifurcation analyses, we evaluate the system's long-term behavior. Our results show that nutrient-disease feedbacks strongly regulate the distribution of host densities and nutrients between autotrophs and the abiotic environment. Incorporating nutrient-driven transmission reveals bifurcation structures distinct from frameworks with constant transmission, highlighting high sensitivity to nutrient availability and stronger nonlinear feedbacks. Bifurcation analyses indicate that nutrient enrichment lowers the transmission threshold for disease persistence and accelerates the onset of oscillatory dynamics with greater amplitude under high nutrient levels. Similarly, higher transmission rates reduce the nutrient threshold for disease persistence and shift oscillatory dynamics to emerge at lower nutrient levels. We further show that even small differences in infected host uptake rates strongly influence dynamics: lower uptake dampens oscillations and weakens feedbacks, whereas higher uptake amplifies bottom-up nutrient effects on disease and reinforces top-down effects on nutrient cycling, producing pronounced limit cycles in hosts, nutrients, and prevalence. Overall, nutrient-driven transmission alters thresholds and oscillatory regimes in ecosystem disease models, leading to dynamics that are not captured under constant transmission assumptions. This work advances applied ecosystem and ecological disease sciences by improving our understanding of disease transmission processes in plant communities.

植物-病原体模型中阈值和振荡机制的新见解:营养驱动的方法。
在整个生态系统中,自养生物的生长和对疾病的易感性受到氮和磷等必需营养物质的供应的强烈制约。了解养分供应如何影响疾病传播对于预测疾病持续性、爆发风险以及在不断变化的环境条件下的长期生态系统动态具有重要意义。同时,自养生物的传染病可以通过改变元素循环和宿主可用的营养供应来重塑生态系统过程。在这里,我们在疾病介导的营养动态框架内制定了一个非线性常微分方程的五维确定性系统。我们结合了新的营养驱动传输和非线性资源摄取动力学来捕捉自然森林生态系统中元素循环与传染病之间的双向关系。结合定性的数学分析,包括解的有界性证明和基本再生数的推导,以及数值分岔分析,我们评估了系统的长期行为。我们的研究结果表明,营养-疾病反馈在自养生物和非生物环境之间强烈调节宿主密度和营养的分布。结合营养驱动传输揭示了不同于持续传输框架的分叉结构,突出了对营养可用性的高敏感性和更强的非线性反馈。分岔分析表明,在高营养水平下,营养丰富降低了疾病持续性的传播阈值,加速了振荡动力学的开始,且振幅更大。同样,较高的传播率降低了疾病持续存在的营养阈值,并使振荡动力学在较低的营养水平下出现。我们进一步表明,即使是受感染宿主摄取率的微小差异也会强烈影响动态:较低的摄取会抑制振荡并削弱反馈,而较高的摄取会放大自下而上的营养对疾病的影响,并加强自上而下的营养循环影响,在宿主、营养物质和流行率中产生明显的极限循环。总体而言,营养驱动的传播改变了生态系统疾病模型中的阈值和振荡机制,导致在恒定传播假设下无法捕获的动态。这项工作通过提高我们对植物群落疾病传播过程的理解来推进应用生态系统和生态疾病科学。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
3.90
自引率
8.60%
发文量
123
审稿时长
7.5 months
期刊介绍: The Bulletin of Mathematical Biology, the official journal of the Society for Mathematical Biology, disseminates original research findings and other information relevant to the interface of biology and the mathematical sciences. Contributions should have relevance to both fields. In order to accommodate the broad scope of new developments, the journal accepts a variety of contributions, including: Original research articles focused on new biological insights gained with the help of tools from the mathematical sciences or new mathematical tools and methods with demonstrated applicability to biological investigations Research in mathematical biology education Reviews Commentaries Perspectives, and contributions that discuss issues important to the profession All contributions are peer-reviewed.
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