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城市景观湖泊中细菌群落的时空变化特征及其影响因素。

Temporal and Spatial Variation Characteristics and Influencing Factors of Bacterial Community in Urban Landscape Lakes.

机构信息

State Key Laboratory of Eco-Hydraulics in Northwest Arid Region of China, Xi'an University of Technology, Xi'an, China.

Institute of Water Resources and Hydro-Electric Engineering, Xi'an University of Technology, Xi'an, China.

出版信息

Microb Ecol. 2023 Nov;86(4):2424-2435. doi: 10.1007/s00248-023-02249-z. Epub 2023 Jun 5.

Abstract

Urban landscape lakes are closely related to human activity, but there are limited studies on their bacterial community characteristics and risks to human health. In this study, four different types of urban landscape lakes in Xi'an were selected, and the bacterial community structures in different seasons were analyzed by Illumina Nova high-throughput sequencing technology. Seasonal variations in bacterial communities were analyzed by linear discriminant analysis, STAMP difference analysis, and nonmetric multidimensional scaling. Redundancy analysis was used to investigate the influencing factors. Furthermore, the metabolic functions of bacterial communities were predicted by Tax4Fun. There were clear seasonal differences in the α-diversity of bacteria, with bacterial diversity being higher in winter than in summer in the four urban landscape lakes, and the diversity of different water sources was different; the distributions of Proteobacteria, Actinobacteria, Chloroflexi, and Verrucomicrobia had significant seasonal differences; and the dominant bacteria at the genus level had obvious temporal and spatial differences. Furthermore, a variety of environmental factors had an impact on bacterial communities, and temperature, DO, and nitrogen were the primary factors affecting the seasonal variation in bacteria. There are also significant seasonal differences in the metabolic functions of bacterial communities. These results are helpful for understanding the current status of bacteria in the aquatic environments of such urban landscape lakes.

摘要

城市景观湖泊与人类活动密切相关,但关于其细菌群落特征及其对人类健康的风险的研究有限。本研究选择了西安的四种不同类型的城市景观湖泊,通过 Illumina Nova 高通量测序技术分析了不同季节的细菌群落结构。通过线性判别分析、STAMP 差异分析和非度量多维尺度分析对细菌群落的季节性变化进行了分析。冗余分析用于研究影响因素。此外,通过 Tax4Fun 预测了细菌群落的代谢功能。四种城市景观湖泊的细菌 α-多样性具有明显的季节性差异,冬季细菌多样性高于夏季,不同水源的多样性不同;变形菌门、放线菌门、绿弯菌门和疣微菌门的分布具有显著的季节性差异;属水平上的优势菌具有明显的时空差异。此外,多种环境因素对细菌群落产生影响,温度、DO 和氮是影响细菌季节性变化的主要因素。细菌群落的代谢功能也存在显著的季节性差异。这些结果有助于了解这些城市景观湖泊水生态环境中细菌的现状。

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