Bioinformatics Services Unit, University of Haifa, Haifa, Israel.
Morris Kahn Marine Research Station, Faculty of Marine Biology, Leon H. Charney School of Marine Sciences, University of Haifa, Haifa, Israel.
Microbiol Spectr. 2023 Feb 14;11(1):e0224222. doi: 10.1128/spectrum.02242-22. Epub 2023 Jan 16.
Sedimentary marine habitats are the largest ecosystem on our planet in terms of area. Marine sediment microbiota govern most of the benthic biological processes and therefore are responsible for much of the global biogeochemical activity. Sediment microbiota respond, even rapidly, to natural change in environmental conditions as well as disturbances of anthropogenic sources. The latter greatly impact the continental shelf. Characterization and monitoring of the sediment microbiota may serve as an important tool for assessing environmental health and indicate changes in the marine ecosystem. This study examined the suitability of marine sediment microbiota as a bioindicator for environmental health in the eastern Mediterranean Sea. Integration of information from , , and enabled robust assessment of environmental factors controlling sediment microbiota composition: seafloor-depth (here representing sediment grain size and total organic carbon), core depth, and season (11%, 4.2%, and 2.5% of the variance, respectively). Furthermore, inter- and intrakingdom cooccurrence patterns indicate that ecological filtration as well as stochastic processes may control sediment microbiota assembly. The results show that the sediment microbiota was robust over 3 years of sampling, in terms of both representation of region (outside the model sites) and robustness of microbial markers. Furthermore, anthropogenic disturbance was reflected by significant transformations in sediment microbiota. We therefore propose sediment microbiota analysis as a sensitive approach to detect disturbances, which is applicable for long-term monitoring of marine environmental health. Analysis of data, curated over 3 years of sediment sampling, improves our understanding of microbiota assembly in marine sediment. Furthermore, we demonstrate the importance of cross-kingdom integration of information in the study of microbial community ecology. Finally, the urgent need to propose an applicable approach for environmental health monitoring is addressed here by establishment of sediment microbiota as a robust and sensitive model.
就面积而言,海洋沉积性生境是我们这个星球上最大的生态系统。海洋沉积物微生物组控制着大多数海底生物过程,因此对全球生物地球化学活动负有很大责任。沉积物微生物组会对环境条件的自然变化以及人为来源的干扰做出响应,即使是快速响应。后者对大陆架有很大的影响。沉积物微生物组的特征和监测可以作为评估环境健康的重要工具,并指示海洋生态系统的变化。本研究考察了海洋沉积物微生物组作为地中海东部环境健康生物指标的适宜性。整合了 、 和 中的信息,使我们能够对控制沉积物微生物组组成的环境因素进行稳健评估:海底深度(此处代表沉积物粒径和总有机碳)、岩芯深度和季节(分别占方差的 11%、4.2%和 2.5%)。此外,种间和种内共生模式表明,生态过滤和随机过程可能控制着沉积物微生物组的组装。结果表明,沉积物微生物组在 3 年的采样过程中具有很强的稳健性,无论是在区域代表性(模型站点之外)还是微生物标志物的稳健性方面。此外,人为干扰通过沉积物微生物组的显著转化得到反映。因此,我们提出分析沉积物微生物组作为一种敏感方法来检测干扰,适用于海洋环境健康的长期监测。对 3 年沉积物采样数据的分析提高了我们对海洋沉积物中微生物组组装的理解。此外,我们证明了在研究微生物群落生态学时跨领域信息整合的重要性。最后,通过将沉积物微生物组确立为一种稳健而敏感的模型,这里提出了一种用于环境健康监测的可行方法。