Rodríguez-Ramos Josué, Oliverio Angela, Borton Mikayla A, Danczak Robert, Mueller Birgit M, Schulz Hanna, Ellenbogen Jared, Flynn Rory M, Daly Rebecca A, Schopflin LeAundra, Shaffer Michael, Goldman Amy, Lewandowski Joerg, Stegen James C, Wrighton Kelly C
bioRxiv. 2023 Apr 4:2023.04.04.535500. doi: 10.1101/2023.04.04.535500.
Although river ecosystems comprise less than 1% of Earth's total non-glaciated area, they are critical modulators of microbially and virally orchestrated global biogeochemical cycles. However, most studies either use data that is not spatially resolved or is collected at timepoints that do not reflect the short life cycles of microorganisms. As a result, the relevance of microbiome interactions and the impacts they have over time on biogeochemical cycles are poorly understood. To assess how viral and microbial communities change over time, we sampled surface water and pore water compartments of the wastewater-impacted River Erpe in Germany every 3 hours over a 48-hour period resulting in 32 metagenomes paired to geochemical and metabolite measurements. We reconstructed 6,500 viral and 1,033 microbial genomes and found distinct communities associated with each river compartment. We show that 17% of our vMAGs clustered to viruses from other ecosystems like wastewater treatment plants and rivers. Our results also indicated that 70% of the viral community was persistent in surface waters, whereas only 13% were persistent in the pore waters taken from the hyporheic zone. Finally, we predicted linkages between 73 viral genomes and 38 microbial genomes. These putatively linked hosts included members of the which we suggest are potential contributors to carbon and nitrogen cycling. Together, these findings demonstrate that microbial and viral communities in surface waters of this urban river can exist as stable communities along a flowing river; and raise important considerations for ecosystem models attempting to constrain dynamics of river biogeochemical cycles.
尽管河流生态系统占地球非冰川总面积不到1%,但它们是微生物和病毒协调的全球生物地球化学循环的关键调节者。然而,大多数研究要么使用空间分辨率不足的数据,要么在不能反映微生物短生命周期的时间点收集数据。因此,微生物群落相互作用的相关性及其随时间对生物地球化学循环的影响仍知之甚少。为了评估病毒和微生物群落如何随时间变化,我们在48小时内每3小时对德国受废水影响的埃尔珀河的地表水和孔隙水层进行采样,共获得32个与地球化学和代谢物测量配对的宏基因组。我们重建了6500个病毒基因组和1033个微生物基因组,发现每个河流层都有不同的群落。我们发现,17%的病毒宏基因组与来自其他生态系统(如污水处理厂和河流)的病毒聚类。我们的结果还表明,70%的病毒群落存在于地表水中,而只有13%存在于从河底潜流带采集的孔隙水中。最后,我们预测了73个病毒基因组和38个微生物基因组之间的联系。这些假定相关的宿主包括我们认为可能是碳和氮循环潜在贡献者的成员。总之,这些发现表明,这条城市河流地表水中的微生物和病毒群落可以作为稳定群落存在于流动的河流中;并为试图限制河流生物地球化学循环动态的生态系统模型提出了重要考虑因素。