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高通量分析城市周边河流中抗生素抗性基因迁移的季节性变化。

High-throughput profiling of seasonal variations of antibiotic resistance gene transport in a peri-urban river.

机构信息

Department of Environmental Engineering, College of Environmental and Resource Sciences, Zhejiang University, Hangzhou 310058, China.

Department of Environmental Engineering, College of Environmental and Resource Sciences, Zhejiang University, Hangzhou 310058, China.

出版信息

Environ Int. 2018 May;114:87-94. doi: 10.1016/j.envint.2018.02.039. Epub 2018 Feb 27.

Abstract

The rapid expansion of human activity in a region can exacerbate human health risks induced by antibiotic resistance genes (ARGs). Peri-urban ecosystems serve at the symbiotic interface between urban and rural ecosystems, and investigations into the dissemination of ARGs in peri-urban areas provide a basic framework for tracking the spread of ARGs and potential mitigations. In this study, through the use of high-throughput quantitative PCR and 16S rRNA gene high-throughput sequencing, seasonal and geographical distributions of ARGs and their host bacterial communities were characterized in a peri-urban river. The abundance of ARGs in downstream was 5.2-33.9 times higher than upstream, which indicated distinct antibiotic resistance pollution in the areas where human lives. With the comparison classified based on land use nearby, the abundance of ARGs in samples near farmland and villages was higher than in the background (3.47-5.58 times), pointing to the high load in the river caused by farming and other human activities in the peri-urban areas. With the co-occurrence pattern revealed by network analysis, blaVEB and tetM were proposed to be indicators of ARGs which get together in the same module. Furthermore, seasonal variations in ARGs and the transport of bacterial communities were observed. The effects of seasonal temperature on the dissemination of ARGs along the watershed was also evaluated. The highest absolute abundance of ARGs occurred in summer (2.81 × 10 copies/L on average), the trends of ARG abundances in four seasons were similar with local air temperature. The Linear discriminant analysis effect size (LEfSe) suggested that nine bacterial genera were implicated as biomarkers for the corresponding season. Mobile genetic elements (MGEs) showed significant positive correlation with ARGs (P < 0.01) and MGEs were also identified as the key-contributing factor driving ARG alteration. This study provides an overview of seasonal and geographical variations in ARGs distribution in a peri-urban river and draws attention to controlling pollutants in peri-urban ecosystems.

摘要

人类活动在一个地区的快速扩张会加剧抗生素耐药基因(ARGs)对人类健康的风险。城郊生态系统位于城市和农村生态系统的共生界面上,对城郊地区 ARGs 传播的研究为跟踪 ARGs 的传播和潜在的缓解措施提供了基本框架。在这项研究中,通过使用高通量定量 PCR 和 16S rRNA 基因高通量测序,对城郊河流中 ARGs 及其宿主细菌群落的季节性和地理分布进行了研究。下游的 ARG 丰度是上游的 5.2-33.9 倍,这表明在人类生活的地区存在明显的抗生素耐药性污染。通过基于附近土地利用的分类比较,农田和村庄附近样本中的 ARG 丰度高于背景值(3.47-5.58 倍),这表明城郊地区农业和其他人类活动导致河流中 ARG 的负荷较高。通过网络分析揭示的共现模式,提出 blaVEB 和 tetM 作为 ARGs 聚集在同一模块中的指标。此外,还观察到 ARGs 和细菌群落的季节性变化。还评估了季节性温度对流域中 ARGs 传播的影响。夏季 ARGs 的绝对丰度最高(平均为 2.81×10 拷贝/L),四个季节的 ARG 丰度趋势与当地空气温度相似。线性判别分析效应量(LEfSe)表明,有九个细菌属与相应季节有关,可作为生物标志物。移动遗传元件(MGEs)与 ARGs 呈显著正相关(P<0.01),并且 MGEs 也被确定为驱动 ARG 变化的关键贡献因素。本研究概述了城郊河流中 ARGs 分布的季节性和地理变化,并提请注意控制城郊生态系统中的污染物。

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