Interdisciplinary Centre of Marine and Environmental Research (CIIMAR), University of Porto, Porto, Portugal.
Faculty of Sciences, University of Porto, Porto, Portugal.
Microb Ecol. 2022 Jul;84(1):59-72. doi: 10.1007/s00248-021-01821-9. Epub 2021 Aug 17.
The Arctic Ocean is facing rapid environmental changes with cascading effects on the entire Arctic marine ecosystem. However, we have a limited understanding of the consequences such changes have on bacteria and archaea (prokaryotes) at the base of the marine food web. In this study, we show how the prokaryotic rare biosphere behaves over a range of highly heterogeneous environmental conditions using 16S rRNA gene reads from amplicon and metagenome sequencing data from seawater samples collected during the Norwegian young sea ICE expedition between late winter and early summer. The prokaryotic rare biosphere was analyzed using different approaches: amplicon sequence variants and operational taxonomic units from the 16S rRNA gene amplicons and operational taxonomic units from the 16S rRNA genes of the metagenomes. We found that prokaryotic rare biosphere communities are specific to certain water masses, and that the majority of the rare taxa identified were always rare and disappeared in at least one sample under changing conditions, suggesting their high sensitivity to environmental heterogeneity. In addition, our methodological comparison revealed a good performance of 16S rRNA gene amplicon sequencing in describing rare biosphere patterns, while the metagenome-derived data were better to capture a significant diversity of so-far uncultivated rare taxa. Our analysis on the dynamics of the rare prokaryotic biosphere, by combining different methodological approaches, improves the description of the types of rarity predicted from Community Assembly theory in the Arctic Ocean.
北冰洋正面临着快速的环境变化,这些变化对整个北极海洋生态系统产生了级联效应。然而,我们对这些变化对海洋食物网底部的细菌和古菌(原核生物)的影响知之甚少。在这项研究中,我们展示了在挪威年轻海冰探险期间,从冬末到初夏采集的海水样本的扩增子和宏基因组测序数据中,16S rRNA 基因读取如何在一系列高度异质的环境条件下表现出原核稀有生物界的行为。使用不同的方法分析了原核稀有生物界:来自 16S rRNA 基因扩增子的扩增子序列变体和操作分类单元,以及来自宏基因组的 16S rRNA 基因的操作分类单元。我们发现,原核稀有生物界群落特定于某些水团,并且大多数鉴定出的稀有分类群始终是稀有分类群,并在至少一个样本中随着条件的变化而消失,这表明它们对环境异质性非常敏感。此外,我们的方法比较表明,16S rRNA 基因扩增子测序在描述稀有生物界模式方面表现良好,而宏基因组衍生的数据更好地捕获了迄今未培养的稀有分类群的显著多样性。通过结合不同的方法学方法,我们对稀有原核生物界动态的分析,提高了对北冰洋群落组装理论预测的稀有类型的描述。