Guangdong Provincial Engineering Research Center for Urban Water Recycling and Environmental Safety, Graduate School at Shenzhen, Tsinghua University, Shenzhen 518055, China; School of Environment, Tsinghua University, Beijing 100084, China.
Guangdong Provincial Engineering Research Center for Urban Water Recycling and Environmental Safety, Graduate School at Shenzhen, Tsinghua University, Shenzhen 518055, China.
Water Res. 2018 May 1;134:126-139. doi: 10.1016/j.watres.2018.01.063. Epub 2018 Feb 5.
High throughput sequencing-based metagenomic analysis and network analysis were applied to investigate the broad-spectrum profiles of ARGs in landfill leachate from 12 cities in China. In total, 526 ARG subtypes belonging to 21 ARG types were detected with abundances ranging from 1.1 × 10 to 2.09 × 10 copy of ARG/copy of 16S rRNA gene. 68 ARG subtypes that accounted for 73.4%-93.4% of the total ARG abundances were shared by all leachate samples. The four most abundant ARGs, sul1, sul2, aadA and bacA can be served as ARG indicators to quantitatively predict the total abundances by linear functions (r = 0.577-0.819, P < 0.001). No distinct regional distribution pattern of the ARGs was observed among different cities in China, while the ARG compositions of the leachate were clearly distinct from those of other environmental sample types. Nearly 90% ARG subtypes in the anaerobic digestion sludge from sewage treatment plants (STPADS) were shared by the leachate and the abundances of leachate and STPADS ARGs generalists accounted for 84.5% and 87.7% of total abundances in these two types of anaerobic samples, respectively. Furthermore, Procrustes analysis suggested that microbial community composition might be the determining factor of ARG compositions in landfill leachate. ARGs within the same type or among the different types showed higher incidences of non-random co-occurrence and 17 genera might be potential hosts of multiple ARGs. This study highlighted that landfill leachate is an important reservoir of various ARGs and provided a useful reference for the surveillance and risk management of ARGs in landfill environments.
采用高通量测序宏基因组分析和网络分析方法,研究了中国 12 个城市垃圾渗滤液中广谱抗生素抗性基因(ARG)的分布特征。共检测到 526 种 ARG 亚型,属于 21 种 ARG 类型,丰度范围为 1.1×102.09×10 ARG/16S rRNA 基因拷贝。68 种 ARG 亚型占总 ARG 丰度的 73.4%93.4%,在所有渗滤液样本中均有检出。4 种丰度最高的 ARG(sul1、sul2、aadA 和 bacA)可作为 ARG 指示物,通过线性函数定量预测总丰度(r=0.577~0.819,P<0.001)。不同城市的 ARG 无明显的地域分布模式,但渗滤液的 ARG 组成明显不同于其他环境样本类型。污水处理厂(STPADS)厌氧消化污泥中近 90%的 ARG 亚型与渗滤液共享,渗滤液和 STPADS 的 ARG 广宿主丰度分别占这两种厌氧样本总丰度的 84.5%和 87.7%。此外,普罗克汝斯分析表明微生物群落组成可能是影响垃圾渗滤液中 ARG 组成的决定因素。同一类型或不同类型的 ARG 之间具有较高的非随机共现发生率,17 个属可能是多种 ARG 的潜在宿主。本研究强调了垃圾渗滤液是各种 ARG 的重要储存库,并为填埋场环境中 ARG 的监测和风险管理提供了有用的参考。