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在降雨量大时,粪便污染决定了间歇性开闭泻湖(ICOLLs)中自然环境参数之上的细菌群落。

Faecal contamination determines bacterial assemblages over natural environmental parameters within intermittently opened and closed lagoons (ICOLLs) during high rainfall.

作者信息

Williams Nathan L R, Siboni Nachshon, Potts Jaimie, Scanes Peter, Johnson Colin, James Melanie, McCann Vanessa, Reun Nine Le, King William L, Seymour Justin R

机构信息

Department of Biological Sciences, University of Southern California, USA.

Climate Change Cluster, Faculty of Science, University of Technology Sydney, NSW, Australia.

出版信息

Water Res. 2025 Jan 1;268(Pt A):122670. doi: 10.1016/j.watres.2024.122670. Epub 2024 Oct 20.

Abstract

Intermittently closed and opened lakes and lagoons (ICOLLs) provide important ecosystem services, including food provision and nutrient cycling. These ecosystems generally experience low watershed outflow, resulting in substantial fluctuations in physicochemical parameters that are often compounded by anthropogenic contamination, however, how this impacts the patterns in microbiology within these environments remains uncharacterised. Therefore, we aimed to determine how seasonal heterogeneity in the physicochemical parameters, in comparison to faecal contamination, alter the dynamics of bacterial communities inhabiting ICOLLs on the eastern Australian coast. To address these aims, we sampled four ICOLLs on a monthly basis for one year, using 16S rRNA gene amplicon sequencing to monitor patterns in bacterial diversity and qPCR-based methods to measure faecal contamination from humans (sewage), dogs, and birds. Additionally, we used qPCR to monitor patterns of a suite of antibiotic resistance genes (ARGs) including sulI, tetA, qnrS, dfrA1, and vanB. Differences in bacterial community composition were often associated with temporal shifts in salinity, temperature, pH, dissolved oxygen, and dissolved organic matter, but following periods of high rainfall, bacterial assemblages in two of four ICOLLs changed in direct response to sewage inputs. Within these ICOLLs, indicator taxa for stormwater identified using the 16S rRNA amplicon sequencing data, as well as markers for sewage and dog faeces, and levels of the antibiotic resistance genes (ARGs) sulI, tetA, and dfrA1 were significantly more abundant after rainfall. Notably many of the stormwater indicator taxa were potential human pathogens including Arcobacter and Aeromonas hydrophilia, which also displayed significant correlations, albeit weak to moderate, with levels of the ARGs sulI, tetA, and dfrA1. This broad-scale shift in the nature of the bacterial community following rainfall will likely lead to a substantial, and perhaps detrimental, divergence in the ecosystem services provided by the bacterial assemblages within these ICOLLs. We conclude that following rainfall events, sewage was a principal driver of shifts in the microbiology of ICOLLs exposed to stormwater, while natural seasonal shifts in the physicochemical parameters controlled bacterial communities at other times. Increased occurrence of intense precipitation events is predicted as a ramification of climate change, which will lead to increased impacts of stormwater and sewage contamination on important ICOLL ecosystems in the future.

摘要

间歇性封闭和开放的湖泊与泻湖(ICOLLs)提供重要的生态系统服务,包括食物供应和养分循环。这些生态系统通常流域流出量较低,导致理化参数大幅波动,且常因人为污染而加剧。然而,这如何影响这些环境中的微生物模式仍未得到描述。因此,我们旨在确定与粪便污染相比,理化参数的季节性异质性如何改变澳大利亚东海岸ICOLLs中细菌群落的动态。为实现这些目标,我们在一年的时间里每月对四个ICOLLs进行采样,使用16S rRNA基因扩增子测序监测细菌多样性模式,并使用基于定量PCR的方法测量来自人类(污水)、狗和鸟类的粪便污染。此外,我们使用定量PCR监测一组抗生素抗性基因(ARGs)的模式,包括sulI、tetA、qnrS、dfrA1和vanB。细菌群落组成的差异通常与盐度、温度、pH值、溶解氧和溶解有机物的时间变化有关,但在降雨量大的时期之后,四个ICOLLs中有两个的细菌群落直接因污水输入而发生变化。在这些ICOLLs中,利用16S rRNA扩增子测序数据确定的雨水指示分类群,以及污水和狗粪便的标志物,以及抗生素抗性基因(ARGs)sulI、tetA和dfrA1的水平在降雨后显著增加。值得注意的是,许多雨水指示分类群是潜在的人类病原体,包括弓形杆菌和嗜水气单胞菌,它们与ARGs sulI、tetA和dfrA1的水平也显示出显著相关性,尽管相关性较弱至中等。降雨后细菌群落性质的这种大规模变化可能会导致这些ICOLLs中细菌群落提供的生态系统服务出现实质性的、甚至可能有害的差异。我们得出结论,降雨事件后,污水是暴露于雨水的ICOLLs微生物变化的主要驱动因素,而理化参数的自然季节性变化在其他时间控制着细菌群落。预计强烈降水事件的增加是气候变化的结果,这将导致未来雨水和污水污染对重要的ICOLL生态系统的影响增加。

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