McDaniel Elizabeth A, Moya-Flores Francisco, Keene Beach Natalie, Camejo Pamela Y, Oyserman Ben O, Kizaric Matthew, Khor Eng Hoe, Noguera Daniel R, McMahon Katherine D
Department of Bacteriology, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Microbiology Doctoral Training Program, University of Wisconsin-Madison, Madison, Wisconsin, USA.
mSystems. 2021 Aug 31;6(4):e0047421. doi: 10.1128/mSystems.00474-21. Epub 2021 Jul 6.
Natural microbial communities consist of closely related taxa that may exhibit phenotypic differences and inhabit distinct niches. However, connecting genetic diversity to ecological properties remains a challenge in microbial ecology due to the lack of pure cultures across the microbial tree of life. " Accumulibacter phosphatis" (Accumulibacter) is a polyphosphate-accumulating organism that contributes to the enhanced biological phosphorus removal (EBPR) biotechnological process for removing excess phosphorus from wastewater and preventing eutrophication from downstream receiving waters. Distinct Accumulibacter clades often coexist in full-scale wastewater treatment plants and laboratory-scale enrichment bioreactors and have been hypothesized to inhabit distinct ecological niches. However, since individual strains of the Accumulibacter lineage have not been isolated in pure culture to date, these predictions have been made solely on genome-based comparisons and enrichments with varying strain compositions. Here, we used genome-resolved metagenomics and metatranscriptomics to explore the activity of coexisting Accumulibacter strains in an engineered bioreactor environment. We obtained four high-quality genomes of Accumulibacter strains that were present in the bioreactor ecosystem, one of which is a completely contiguous draft genome scaffolded with long Nanopore reads. We identified core and accessory genes to investigate how gene expression patterns differed among the dominating strains. Using this approach, we were able to identify putative pathways and functions that may confer distinct functions to Accumulibacter strains and provide key functional insights into this biotechnologically significant microbial lineage. " Accumulibacter phosphatis" is a model polyphosphate-accumulating organism that has been studied using genome-resolved metagenomics, metatranscriptomics, and metaproteomics to understand the EBPR process. Within the Accumulibacter lineage, several similar but diverging clades are defined by the shared sequence identity of the polyphosphate kinase () locus. These clades are predicted to have key functional differences in acetate uptake rates, phage defense mechanisms, and nitrogen-cycling capabilities. However, such hypotheses have largely been made based on gene content comparisons of sequenced Accumulibacter genomes, some of which were obtained from different systems. Here, we performed time series genome-resolved metatranscriptomics to explore gene expression patterns of coexisting Accumulibacter clades in the same bioreactor ecosystem. Our work provides an approach for elucidating ecologically relevant functions based on gene expression patterns between closely related microbial populations.
自然微生物群落由密切相关的分类群组成,这些分类群可能表现出表型差异并栖息于不同的生态位。然而,由于缺乏跨越微生物生命树的纯培养物,将遗传多样性与生态特性联系起来仍然是微生物生态学中的一个挑战。“聚磷菌”(Accumulibacter)是一种聚磷积累微生物,它有助于强化生物除磷(EBPR)生物技术过程,该过程用于从废水中去除过量的磷并防止下游受纳水体富营养化。不同的聚磷菌进化枝常常共存于全规模污水处理厂和实验室规模的富集生物反应器中,并且据推测它们栖息于不同的生态位。然而,由于迄今为止尚未在纯培养物中分离出聚磷菌谱系的单个菌株,这些预测完全是基于基于基因组的比较以及不同菌株组成的富集实验得出的。在这里,我们使用基因组解析宏基因组学和宏转录组学来探索工程生物反应器环境中共存的聚磷菌菌株的活性。我们获得了生物反应器生态系统中存在的四种聚磷菌菌株的高质量基因组,其中一个是用长纳米孔读数构建的完全连续的草图基因组。我们鉴定了核心基因和辅助基因,以研究优势菌株之间基因表达模式的差异。使用这种方法,我们能够鉴定出可能赋予聚磷菌菌株不同功能的假定途径和功能,并为这个具有生物技术重要性的微生物谱系提供关键的功能见解。“聚磷菌”是一种典型的聚磷积累微生物,人们已经使用基因组解析宏基因组学、宏转录组学和宏蛋白质组学对其进行研究,以了解EBPR过程。在聚磷菌谱系中,几个相似但不同的进化枝是由聚磷酸激酶(PPK)基因座的共享序列同一性定义的。据预测,这些进化枝在乙酸盐摄取速率、噬菌体防御机制和氮循环能力方面具有关键的功能差异。然而,这些假设很大程度上是基于已测序的聚磷菌基因组的基因含量比较得出的,其中一些基因组是从不同系统中获得的。在这里,我们进行了时间序列基因组解析宏转录组学研究,以探索同一生物反应器生态系统中共存的聚磷菌进化枝的基因表达模式。我们的工作提供了一种基于密切相关的微生物种群之间的基因表达模式来阐明生态相关功能的方法。