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动态代谢适应可以促进竞争微生物群落中的物种共存。

Dynamic metabolic adaptation can promote species coexistence in competitive microbial communities.

机构信息

Department of Physics and Astronomy "Galileo Galilei", University of Padua, Padua, Italy.

Department of Physics and Department of Molecular and Cellular Biology, Harvard University, Cambridge, Massachusetts, United States of America.

出版信息

PLoS Comput Biol. 2020 May 7;16(5):e1007896. doi: 10.1371/journal.pcbi.1007896. eCollection 2020 May.

Abstract

Microbes are capable of physiologically adapting to diverse environmental conditions by differentially varying the rates at which they uptake different nutrients. In particular, microbes can switch hierarchically between different energy sources, consuming first those that ensure the highest growth rate. Experimentally, this can result in biphasic growth curves called "diauxic shifts" that typically arise when microbes are grown in media containing several nutrients. Despite these observations are well known in microbiology and molecular biology, the mathematical models generally used to describe the population dynamics of microbial communities do not account for dynamic metabolic adaptation, thus implicitly assuming that microbes cannot switch dynamically from one resource to another. Here, we introduce dynamic metabolic adaptation in the framework of consumer-resource models, which are commonly used to describe competitive microbial communities, allowing each species to temporally change its preferred energy source to maximize its own relative fitness. We show that dynamic metabolic adaptation enables the community to self-organize, allowing several species to coexist even in the presence of few resources, and to respond optimally to a time-dependent environment, thus showing that dynamic metabolic adaptation could be an important mechanism for maintaining high levels of diversity even in environments with few energy sources. We show that introducing dynamic metabolic strategies in consumer-resource models is necessary for reproducing experimental growth curves of the baker's yeast Saccharomyces cerevisiae growing in the presence of two carbon sources. Even though diauxic shifts emerge naturally from the model when two resources are qualitatively very different, the model predicts that the existence of such shifts is not a prerequisite for species coexistence in competitive communities.

摘要

微生物能够通过不同的营养物质吸收速率来适应不同的环境条件。特别是,微生物可以在不同的能源之间进行层次化切换,优先消耗那些能保证最高生长速率的能源。在实验中,这可能导致出现双相生长曲线,称为“双相转换”,这种现象通常发生在微生物在含有多种营养物质的培养基中生长时。尽管这些观察结果在微生物学和分子生物学中已经很常见,但用于描述微生物群落种群动态的数学模型通常没有考虑动态代谢适应,因此隐含地假设微生物不能动态地从一种资源切换到另一种资源。在这里,我们在消费者-资源模型的框架内引入了动态代谢适应,消费者-资源模型通常用于描述竞争性微生物群落,允许每个物种暂时改变其首选能源,以最大限度地提高自身的相对适应性。我们表明,动态代谢适应使群落能够自我组织,即使在资源很少的情况下,也允许几种物种共存,并能够对时变环境做出最佳响应,从而表明动态代谢适应可能是维持高多样性的重要机制,即使在能源很少的环境中也是如此。我们表明,在消费者-资源模型中引入动态代谢策略对于重现面包酵母酿酒酵母在两种碳源存在下的实验生长曲线是必要的。尽管当两种资源在质量上非常不同时,模型自然会出现双相转换,但该模型预测,这种转换的存在并不是竞争群落中物种共存的先决条件。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/368c/7244184/d8c8994ea75a/pcbi.1007896.g001.jpg

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