论文标题
优胜灵之处的排除预测微生物社区的多样性在波动的环境中
Exclusion of the fittest predicts microbial community diversity in fluctuating environments
论文作者
论文摘要
微生物生活在温和和恶劣条件之间不可避免地波动的环境中。由于恶劣的条件可能会导致灭绝,因此发生波动的速度可以塑造微生物群落及其多样性,但我们仍然缺乏直觉。在这里,我们建立了一个数学模型,描述了生活在底物供应丰富和稀缺之间的两个环境中的两个微生物物种。然后,我们改变了交换速率以及相互作用物种的不同特性,并测量驱动较强的灭绝的较弱物种的概率。我们发现,这种概率随着在恶劣条件下的人口噪声强度而增加,并且在低,高或中间开关速率下达到峰值,具体取决于两个物种承受恶劣环境的能力。这种复杂的关系表明了为什么在历史上很难找到环境波动和多样性之间的模式。但是,在最有可能排除优胜胜的参数范围内,较大社区的β多样性也达到了顶峰。总而言之,环境波动如何影响几种物种对之间的相互作用预测它们对整个社区的beta多样性的影响。
Microorganisms live in environments that inevitably fluctuate between mild and harsh conditions. As harsh conditions may cause extinctions, the rate at which fluctuations occur can shape microbial communities and their diversity, but we still lack an intuition on how. Here, we build a mathematical model describing two microbial species living in an environment where substrate supplies randomly switch between abundant and scarce. We then vary the rate of switching as well as different properties of the interacting species, and measure the probability of the weaker species driving the stronger one extinct. We find that this probability increases with the strength of demographic noise under harsh conditions and peaks at either low, high, or intermediate switching rates depending on both species' ability to withstand the harsh environment. This complex relationship shows why finding patterns between environmental fluctuations and diversity has historically been difficult. In parameter ranges where the fittest species was most likely to be excluded, however, the beta diversity in larger communities also peaked. In sum, how environmental fluctuations affect interactions between a few species pairs predicts their effect on the beta diversity of the whole community.