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昆虫 - 病原体相互作用中密度依赖性抗性的建模

Modelling density-dependent resistance in insect-pathogen interactions.

作者信息

White K A, Wilson K

机构信息

Department of Mathematical Sciences, University of Bath, Bath, BA2 7AY, United Kingdom.

出版信息

Theor Popul Biol. 1999 Oct;56(2):163-81. doi: 10.1006/tpbi.1999.1425.

Abstract

We consider a mathematical model for a host-pathogen interaction where the host population is split into two categories: those susceptible to disease and those resistant to disease. Since the model was motivated by studies on insect populations, we consider a discrete-time model to reflect the discrete generations which are common among insect species. Whether an individual is born susceptible or resistant to disease depends on the local population levels at the start of each generation. In particular, we are interested in the case where the fraction of resistant individuals in the population increases as the total population increases. This may be seen as a positive feedback mechanism since disease is the only population control imposed upon the system. Moreover, it reflects recent experimental observations from noctuid moth-baculovirus interactions that pathogen resistance may increase with larval density. We find that the inclusion of a resistant class can stabilise unstable host-pathogen interactions but there is greatest regulation when the fraction born resistant is density independent. Nonetheless, inclusion of density dependence can still allow intrinsically unstable host-pathogen dynamics to be stabilised provided that this effect is sufficiently small. Moreover, inclusion of density-dependent resistance to disease allows the system to give rise to bistable dynamics in which the final outcome is dictated by the initial conditions for the model system. This has implications for the management of agricultural pests using biocontrol agents-in particular, it is suggested that the propensity for density-dependent resistance be determined prior to such a biocontrol attempt in order to be sure that this will result in the prevention of pest outbreaks, rather than their facilitation. Finally we consider how the cost of resistance to disease affects model outcomes and discover that when there is no cost to resistance, the model predicts stable periodic outbreaks of the insect population. The results are interpreted ecologically and future avenues for research to address the shortfalls in the present model system are discussed.

摘要

我们考虑一个宿主 - 病原体相互作用的数学模型,其中宿主种群分为两类:易感染疾病的和对疾病有抗性的。由于该模型是受昆虫种群研究的启发,我们考虑一个离散时间模型来反映昆虫物种中常见的离散世代。个体出生时是易感染还是对疾病有抗性取决于每一代开始时的当地种群水平。特别地,我们感兴趣的是种群中抗性个体的比例随着总人口增加而增加的情况。这可以被视为一种正反馈机制,因为疾病是施加于该系统的唯一种群控制因素。此外,它反映了最近关于夜蛾 - 杆状病毒相互作用的实验观察结果,即病原体抗性可能随幼虫密度增加。我们发现纳入抗性类别可以稳定不稳定的宿主 - 病原体相互作用,但当出生时具有抗性的比例与密度无关时,调控作用最大。尽管如此,只要这种影响足够小,纳入密度依赖性仍可使本质上不稳定的宿主 - 病原体动态得以稳定。此外,纳入对疾病的密度依赖性抗性会使系统产生双稳态动态,其中最终结果由模型系统的初始条件决定。这对使用生物防治剂管理农业害虫具有启示意义——特别是,建议在进行这种生物防治尝试之前确定密度依赖性抗性的倾向,以确保这将导致预防害虫爆发,而不是促进害虫爆发。最后,我们考虑对疾病的抗性成本如何影响模型结果,并发现当对抗性没有成本时,模型预测昆虫种群会出现稳定的周期性爆发。我们从生态学角度解释了这些结果,并讨论了未来研究的途径,以解决当前模型系统中的不足之处。

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