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Disentangling mechanisms that mediate the balance between stochastic and deterministic processes in microbial succession

机译:解开机制,介导微生物继发过程中随机过程和确定性过程之间的平衡

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摘要

Ecological succession and the balance between stochastic and deterministic processes are two major themes within microbial ecology, but these conceptual domains have mostly developed independent of each other. Here we provide a framework that integrates shifts in community assembly processes with microbial primary succession to better understand mechanisms governing the stochastic/deterministic balance. Synthesizing previous work, we devised a conceptual model that links ecosystem development to alternative hypotheses related to shifts in ecological assembly processes. Conceptual model hypotheses were tested by coupling spatiotemporal data on soil bacterial communities with environmental conditions in a salt marsh chronosequence spanning 105 years of succession. Analyses within successional stages showed community composition to be initially governed by stochasticity, but as succession proceeded, there was a progressive increase in deterministic selection correlated with increasing sodium concentration. Analyses of community turnover among successional stages-which provide a larger spatiotemporal scale relative to within stage analyses-revealed that changes in the concentration of soil organic matter were the main predictor of the type and relative influence of determinism. Taken together, these results suggest scale-dependency in the mechanisms underlying selection. To better understand mechanisms governing these patterns, we developed an ecological simulation model that revealed how changes in selective environments cause shifts in the stochastic/deterministic balance. Finally, we propose an extended-and experimentally testable-conceptual model integrating ecological assembly processes with primary and secondary succession. This framework provides a priori hypotheses for future experiments, thereby facilitating a systematic approach to understand assembly and succession in microbial communities across ecosystems.
机译:生态演替以及随机过程和确定性过程之间的平衡是微生物生态学中的两个主要主题,但是这些概念领域在很大程度上彼此独立发展。在这里,我们提供了一个框架,该框架将社区组装过程中的变化与微生物的主要演替相结合,以更好地理解控制随机/确定性平衡的机制。综合先前的工作,我们设计了一个概念模型,将生态系统发展与与生态装配过程的变化相关的替代假设联系起来。概念模型假设通过将盐沼时间序列连续105年的土壤细菌群落的时空数据与环境条件耦合起来进行检验。演替阶段的分析表明,社区组成最初受随机性支配,但随着演替的进行,确定性选择的逐步增加与钠浓度的增加有关。演替阶段之间的群落更新分析(相对于阶段分析提供了较大的时空尺度)表明土壤有机质浓度的变化是决定论类型和相对影响的主要预测因子。两者合计,这些结果表明选择基础机制中的规模依赖性。为了更好地理解控制这些模式的机制,我们开发了一种生态模拟模型,该模型揭示了选择性环境的变化如何引起随机/确定性平衡的变化。最后,我们提出了一个扩展的和可测试的概念模型,该模型将生态装配过程与一次和二次演替相结合。该框架为未来的实验提供了先验假设,从而有助于系统地了解整个生态系统中微生物群落的组装和演替。

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