微生境破碎化对微生物种群生长动态的影响

Dina Mant, Tomer Orevi, Nadav Kashtan
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摘要

微生物群落几乎在地球上的每一个栖息地都茁壮成长,对各种生态系统的功能至关重要。大多数微生物栖息地在空间上不是连续的和混合的,而是在微观尺度上由许多大小不同的孤立或半孤立的局部斑块组成,导致微生物种群划分为离散的局部种群。这种空间碎片化对种群动态的影响尚未得到很好的理解。在这里,我们研究了这些大小不同的微生境斑块如何影响克隆微生物群体的生长动态,以及单个斑块的动态如何决定元种群的动态。为了研究这一点,我们开发了μ-SPLASH,这是一种芯片上的生态平台,可以在由数千个微滴组成的微观景观中培养微生物,这些微滴大小不一。我们利用μ-SPLASH培养了大肠杆菌模型,并基于延时显微镜分析了数千个单个液滴内的种群动态。我们的研究结果表明,生长曲线随着液滴的大小而变化。虽然生长速率一般随落点大小、繁殖成功率和接近承载能力的时间而增加,但表现出非单调模式。结合μ-SPLASH实验和计算模型,我们证明了这些模式是随机和确定性过程的结果,并证明了初始种群密度、斑块分布和斑块大小分布在决定局部和超种群动态中的作用。本研究揭示了生境破碎化和种群划分对微生物种群动态影响的基本原理。这些见解加深了我们对天然微生物群落的理解,并对微生物组工程具有重要意义。
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Impact of micro-habitat fragmentation on microbial population growth dynamics
Microbial communities thrive in virtually every habitat on Earth and are essential to the function of diverse ecosystems. Most microbial habitats are not spatially continuous and well-mixed, but rather composed, at the microscale, of many isolated or semi-isolated local patches of different sizes, resulting in partitioning of microbial populations into discrete local populations. The impact of this spatial fragmentation on population dynamics is not well-understood. Here, we study how such variably sized micro-habitat patches affect the growth dynamics of clonal microbial populations and how dynamics in individual patches dictate those of the metapopulation. To investigate this, we developed the μ-SPLASH, an ecology-on-a-chip platform, enabling the culture of microbes in microscopic landscapes comprised of thousands of microdroplets, with a wide range of sizes. Using the μ-SPLASH, we cultured the model bacteria E. coli and based on time-lapse microscopy, analyzed the population dynamics within thousands of individual droplets. Our results reveal that growth curves substantially vary with droplet size. Although growth rates generally increase with drop size, reproductive success and the time to approach carrying capacity, display non-monotonic patterns. Combining μ-SPLASH experiments with computational modeling, we show that these patterns result from both stochastic and deterministic processes, and demonstrate the roles of initial population density, patchiness, and patch size distribution in dictating the local and metapopulation dynamics. This study reveals basic principles that elucidate the effects of habitat fragmentation and population partitioning on microbial population dynamics. These insights deepen our understanding of natural microbial communities and have significant implications for microbiome engineering.
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