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Environmental Selection, Dispersal, and Organism Interactions Shape Community Assembly in High-Throughput Enrichment Culturing

机译:环境选择、扩散和生物相互作用塑造了高通量富集培养中的群落组装

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摘要

A central goal of microbial ecology is to identify and quantify the forces that lead to observed population distributions and dynamics. However, these forces, which include environmental selection, dispersal, and organism interactions, are often difficult to assess in natural environments. Here, we present a method that links microbial community structures with selective and stochastic forces through highly replicated subsampling and enrichment of a single environmental inoculum. Specifically, groundwater from a well-studied natural aquifer was serially diluted and inoculated into nearly 1,000 aerobic and anaerobic nitrate-reducing cultures, and the final community structures were evaluated with 16S rRNA gene amplicon sequencing. We analyzed the frequency and abundance of individual operational taxonomic units (OTUs) to understand how probabilistic immigration, relative fitness differences, environmental factors, and organismal interactions contributed to divergent distributions of community structures. We further used a most probable number (MPN) method to estimate the natural condition-dependent cultivable abundance of each of the nearly 400 OTU cultivated in our study and infer the relative fitness of each. Additionally, we infer condition-specific organism interactions and discuss how this high-replicate culturing approach is essential in dissecting the interplay between overlapping ecological forces and taxon-specific attributes that underpin microbial community assembly.
机译:微生物生态学的一个中心目标是识别和量化导致观察到的种群分布和动态的力量。然而,这些力量,包括环境选择、扩散和生物相互作用,往往难以在自然环境中进行评估。在这里,我们提出了一种方法,通过高度复制的子采样和单个环境接种物的富集,将微生物群落结构与选择性和随机力联系起来。具体来说,将来自经过充分研究的天然含水层的地下水连续稀释并接种到近 1,000 个需氧和厌氧硝酸盐还原培养物中,并通过 16S rRNA 基因扩增子测序评估最终群落结构。我们分析了单个操作分类单元(OTU)的频率和丰度,以了解概率迁移、相对适应度差异、环境因素和生物相互作用如何导致群落结构的不同分布。我们进一步使用最可能数 (MPN) 方法来估计我们研究中种植的近 400 个 OTU 中每个 OTU 的自然条件依赖性可耕种丰度,并推断每个 OTU 的相对适应度。此外,我们推断了特定条件的生物体相互作用,并讨论了这种高重复培养方法在剖析重叠的生态力量和支撑微生物群落组装的分类群特定属性之间的相互作用方面如何至关重要。

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