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工业地区地下水细菌群落的生态学:多样性、组成、网络和组装。

The ecology of bacterial communities in groundwater of industrial areas: Diversity, composition, network, and assembly.

机构信息

Shanghai Academy of Environmental Sciences, Shanghai, 200233, China.

Shanghai Academy of Environmental Sciences, Shanghai, 200233, China.

出版信息

Environ Pollut. 2023 Apr 1;322:121207. doi: 10.1016/j.envpol.2023.121207. Epub 2023 Feb 2.

Abstract

Groundwater provides freshwater resources necessary for mankind, but its quality is significantly impacted by anthropologic activities. The unique characteristics of groundwater provide a special niche for bacterial colonization. To maintain the sustainability of groundwater ecosystem, a good understanding of the influencing factors and assembly mechanisms for bacterial communities is necessary. Here, we investigated the bacterial communities of groundwater from two industrial zones in Shanghai, a highly industrialized city, during the wet and dry seasons using the high-throughput sequencing technology. Our study uncovered the significant effects of season, geographical location, and industrial type on the diversity and composition of groundwater bacterial communities, particularly, we found that season was the most dominant factor with much stronger influences (give the explanation 17.7%) in comparison with geographical location (8.8%) and industrial type (7.5%). Co-occurrence networks revealed that geographical location explained more variations of bacterial ecological network than season did. Both distance-decay of similarities and variation partitioning analyses indicated that the assembly of groundwater bacterial communities was more governed by environmental filtering compared to spatial-related dispersal. Finally, null model analysis suggested the role of stochastic processes, including dispersal and drift, in shaping the groundwater bacterial communities cannot be ignored. These findings would benefit to improve our understanding of the bacterial communities in groundwater ecosystem and provide a theoretical foundation for groundwater health management.

摘要

地下水为人类提供了必要的淡水资源,但它的质量受到人类活动的显著影响。地下水的独特特性为细菌定殖提供了一个特殊的小生境。为了维持地下水生态系统的可持续性,有必要很好地了解细菌群落的影响因素和组装机制。在这里,我们使用高通量测序技术,在雨季和旱季调查了上海两个工业区地下水的细菌群落。我们的研究揭示了季节、地理位置和工业类型对地下水细菌群落多样性和组成的显著影响,特别是我们发现季节是最主要的因素,其影响(占 17.7%)明显大于地理位置(占 8.8%)和工业类型(占 7.5%)。共生网络分析表明,地理位置比季节解释了更多的细菌生态网络的变化。相似性的距离衰减和变异划分分析都表明,地下水细菌群落的组装更多地受到环境过滤的控制,而不是空间相关的扩散。最后,零模型分析表明,随机过程(包括扩散和漂移)在塑造地下水细菌群落方面的作用不容忽视。这些发现将有助于提高我们对地下水生态系统中细菌群落的理解,并为地下水健康管理提供理论基础。

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