Department of Environmental Engineering, Technical University of Denmarkgrid.5170.3, Kongens Lyngby, Denmark.
Ralph M. Parsons Laboratory for Environmental Science and Engineering, Department of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.
mSystems. 2022 Feb 22;7(1):e0113921. doi: 10.1128/msystems.01139-21. Epub 2022 Jan 11.
Microbes commonly exist in diverse and complex communities where species interact, and their genomic repertoires evolve over time. Our understanding of species interaction and evolution has increased during the last decades, but most studies of evolutionary dynamics are based on single species in isolation or in experimental systems composed of few interacting species. Here, we use the microbial ecosystem found in groundwater-fed sand filter as a model to avoid this limitation. In these open systems, diverse microbial communities experience relatively stable conditions, and the coupling between chemical and biological processes is generally well defined. Metagenomic analysis of 12 sand filters communities revealed systematic co-occurrence of at least five comammox species, likely promoted by low ammonium concentrations. These species showed intrapopulation sequence diversity, although possible clonal expansion was detected in a few abundant local comammox populations. species showed low homologous recombination and strong purifying selection, the latter process being especially strong in genes essential in energy metabolism. Positive selection was detected for genes related to resistance to foreign DNA and phages. We found that, compared to other habitats, groundwater-fed sand filters impose strong purifying selection and low recombination on comammox populations. These results suggest that evolutionary processes are more affected by habitat type than by species identity. Together, this study improves our understanding of species interaction and evolution in complex microbial communities and sheds light on the environmental dependency of evolutionary processes. Microbial species interact with each other and their environment (ecological processes) and undergo changes in their genomic repertoire over time (evolutionary processes). How these two classes of processes interact is largely unknown, especially for complex communities, as most studies of microbial evolutionary dynamics consider single species in isolation or a few interacting species in simplified experimental systems. In this study, these limitations are circumvented by examining the microbial communities found in stable and well-described groundwater-fed sand filters. Combining metagenomics and strain-level analyses, we identified the microbial interactions and evolutionary processes affecting comammox , a recently discovered bacterial type capable of performing the whole nitrification process. We found that abundant and co-occurrent populations in groundwater-fed sand filters are characterized by low recombination and strong purifying selection. In addition, by comparing these observations with those obtained from species inhabiting other environments, we revealed that evolutionary processes are more affected by habitat type than by species identity.
微生物通常存在于物种相互作用的多样且复杂的群落中,其基因组谱随时间演变。在过去的几十年中,我们对物种相互作用和进化的理解有所增加,但大多数进化动态研究都是基于单一物种的隔离或由少数相互作用的物种组成的实验系统。在这里,我们使用地下水补给的沙滤器中发现的微生物生态系统作为模型来避免这一限制。在这些开放系统中,多样化的微生物群落经历相对稳定的条件,并且化学和生物过程之间的耦合通常定义明确。对 12 个沙滤器群落的宏基因组分析揭示了至少五种 comammox 物种的系统共现,这可能是由低氨浓度促进的。这些物种表现出种群内序列多样性,尽管在一些丰富的局部 comammox 种群中检测到可能的克隆扩张。comammox 物种显示出低同源重组和强烈的纯化选择,后者在能量代谢必需基因中尤为强烈。与抗性相关的基因检测到正选择外来 DNA 和噬菌体。我们发现,与其他栖息地相比,地下水补给的沙滤器对 comammox 种群施加强烈的纯化选择和低重组。这些结果表明,进化过程受栖息地类型的影响大于物种身份的影响。总之,这项研究提高了我们对复杂微生物群落中物种相互作用和进化的理解,并揭示了进化过程对环境的依赖性。微生物物种相互作用并与环境(生态过程)相互作用,随着时间的推移其基因组谱发生变化(进化过程)。这两个类别的过程如何相互作用在很大程度上是未知的,特别是对于复杂的群落,因为大多数关于微生物进化动态的研究考虑的是单一物种的隔离或简化实验系统中几个相互作用的物种。在这项研究中,通过检查稳定且描述良好的地下水补给沙滤器中发现的微生物群落,避免了这些限制。结合宏基因组学和菌株水平分析,我们确定了影响 comammox 的微生物相互作用和进化过程,comammox 是一种最近发现的能够进行整个硝化过程的细菌类型。我们发现,在地下水补给的沙滤器中丰富且同时存在的种群的特征是低重组和强烈的纯化选择。此外,通过将这些观察结果与从其他环境中栖息的 物种进行比较,我们揭示了进化过程受栖息地类型的影响大于物种身份的影响。