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热性能曲线与生态代谢理论——寄生虫学家的模型与实验实用指南

Thermal Performance Curves and the Metabolic Theory of Ecology-A Practical Guide to Models and Experiments for Parasitologists.

作者信息

Molnár Péter K, Sckrabulis Jason P, Altman Karie A, Raffel Thomas R

机构信息

Department of Biological Sciences, University of Toronto Scarborough, 1265 Military Trail, Toronto, Ontario, M1C 1A4, Canada.

出版信息

J Parasitol. 2017 Oct;103(5):423-439. doi: 10.1645/16-148. Epub 2017 Jun 6.

Abstract

Climate change will affect host-parasite dynamics in complex ways. The development of forecast models is necessary for proactive disease management, but past studies have frequently reported thermal performance data in idiosyncratic ways that have limited use for parameterizing thermal host-parasite models. Development of improved forecast models will require strong collaborations between experimental parasitologists and disease modelers. The purpose of this article is to facilitate such collaborations by reviewing practical considerations for describing thermal performance curves of parasite and host performance traits, and using them to predict climate change impacts on host-parasite systems. In the first section, we provide an overview of how thermal performance curves can be embedded in life-cycle-based dynamical models of parasitism, and we outline how such models can capture the net effect of multiple nonlinear temperature dependencies affecting the host-parasite dynamics. We also discuss how macroecological generalities based on the metabolic theory of ecology (MTE) can be used to determine a priori parameter estimates for thermal performance curves to derive null models for data-deficient species, but we note that most of the generalities suggested by MTE remain to be tested for parasites. In the second section, we discuss empirical knowledge gaps for the temperature dependence of parasite and host performance traits, and we outline the types of data that need to be collected to inform MTE-based models for data-deficient species. We specifically emphasize the importance of (1) capturing the entire thermal response of performance traits, including lower and upper temperature thresholds, and (2) experimentally or statistically separating out the thermal responses of different performance traits (e.g., development and mortality) rather than only reporting composite measures (e.g., apparent development). Not adhering to these principles can lead to biased climate change impact predictions. In the third section, we provide a practical guide outlining how experimentalists can contribute to fill data gaps by measuring the temperature dependence of host and parasite performance traits in ways that are systematic, statistically rigorous, and consistent with the requirements of life cycle-based host-parasite models. This guide includes recommendations and practical examples illustrating (1) the use of perturbation analyses to determine experimental priorities, (2) experimental design tips for quantifying thermal response curves, and (3) statistical methods for estimating the parameters of thermal performance curves. Our hope is that this article helps researchers to maximize the value and use of future data collections for both empirical and modelling studies investigating the way in which temperature influences parasitism.

摘要

气候变化将以复杂的方式影响宿主 - 寄生虫动态。预测模型的开发对于主动疾病管理至关重要,但过去的研究常常以特殊方式报告热性能数据,这限制了其在参数化热宿主 - 寄生虫模型中的应用。改进预测模型的开发需要实验寄生虫学家和疾病建模者之间的紧密合作。本文的目的是通过回顾描述寄生虫和宿主性能特征热性能曲线的实际考量,并利用这些曲线预测气候变化对宿主 - 寄生虫系统的影响,来促进这种合作。在第一部分,我们概述了热性能曲线如何能嵌入基于生命周期的寄生动态模型中,并概述了此类模型如何捕捉影响宿主 - 寄生虫动态的多种非线性温度依赖性的净效应。我们还讨论了基于生态代谢理论(MTE)的宏观生态普遍性如何用于确定热性能曲线的先验参数估计,以推导数据不足物种的零模型,但我们指出MTE提出的大多数普遍性仍有待针对寄生虫进行测试。在第二部分,我们讨论了寄生虫和宿主性能特征温度依赖性方面的经验知识差距,并概述了为为数据不足物种提供信息以建立基于MTE的模型而需要收集的数据类型。我们特别强调(1)捕捉性能特征的整个热响应,包括温度下限和上限阈值,以及(2)通过实验或统计方法分离不同性能特征(如发育和死亡率)的热响应,而不是仅报告综合指标(如表观发育)的重要性。不遵循这些原则可能导致有偏差的气候变化影响预测。在第三部分,我们提供了一份实用指南,概述了实验人员如何通过以系统、统计严格且符合基于生命周期的宿主 - 寄生虫模型要求的方式测量宿主和寄生虫性能特征的温度依赖性,为填补数据空白做出贡献。本指南包括建议和实际示例,说明了(1)使用扰动分析来确定实验优先级,(2)量化热响应曲线的实验设计技巧,以及(3)估计热性能曲线参数的统计方法。我们希望本文能帮助研究人员最大限度地提高未来数据收集对于实证研究和建模研究的价值和用途,这些研究旨在探究温度影响寄生现象的方式。

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