Deciphering the mobility and bacterial hosts of antibiotic resistance genes under antibiotic selection pressure by metagenomic assembly and binning approaches

被引:231
作者
Zhao, Renxin [1 ,2 ]
Yu, Ke [3 ]
Zhang, Jiayu [1 ,2 ]
Zhang, Guijuan [1 ]
Huang, Jin [1 ,2 ]
Ma, Liping [4 ]
Deng, Chunfang [3 ]
Li, Xiaoyan [1 ,2 ,5 ]
Li, Bing [1 ,2 ]
机构
[1] Tsinghua Univ, Guangdong Prov Engn Res Ctr Urban Water Recycling, Tsinghua Shenzhen Int Grad Sch, Shenzhen 518055, Peoples R China
[2] Tsinghua Univ, Shenzhen Engn Res Lab Sludge & Food Waste Treatme, Tsinghua Shenzhen Int Grad Sch, Shenzhen 518055, Peoples R China
[3] Peking Univ, Shenzhen Grad Sch, Sch Environm & Energy, Shenzhen 518055, Peoples R China
[4] East China Normal Univ, Shanghai Key Lab Urban Ecol Proc & Ecorestorat, Sch Ecol & Environm Sci, Shanghai 200241, Peoples R China
[5] Tsinghua Univ, Shenzhen Environm Sci & New Energy Lab, Tsinghua Berkeley Shenzhen Inst, Shenzhen 518055, Peoples R China
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
Antibiotic selection pressure; Antibiotic resistance genes; Mobility; Bacterial hosts; Metagenomic assembly; Binning; MICROBIAL COMMUNITY; CONJUGATIVE ELEMENTS; EFFLUX PUMPS; EVOLUTION; RESISTOME; OXYTETRACYCLINE; BIOREACTOR; EMERGENCE; GENOMES; QUALITY;
D O I
10.1016/j.watres.2020.116318
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The presence of antibiotics can exert significant selection pressure on the emergence and spread of an-tibiotic resistance genes (ARGs) and antibiotic resistant bacteria (ARB). However, co-selection effects for ARGs, the mobility of ARGs and the identification of ARG hosts under high antibiotic selection pressures are poorly understood. Here, metagenomic assembly and binning approaches were used to comprehensively decipher the prevalence of ARGs and their potential mobility and hosts in activated sludge reactors treating antibiotic production wastewater. We found the abundance of different ARG types in an-tibiotic treatments varied greatly and certain antibiotic pressure promoted the co-selection for the non corresponding types of ARGs. Antibiotic selection pressures significantly increased the abundance and proportions of ARGs mediated by plasmids (57.9%), which were more prevalent than those encoded in chromosomes (19.2%). The results indicated that plasmids and chromosomes had a tendency to carry different types of ARGs. Moreover, higher co-occurrence frequency of ARGs and MGEs revealed that antibiotics enhanced the mobility potential of ARGs mediated by both plasmids and integrative and conjugative elements. Among the 689 metagenome-assembled genomes (MAGs) with high estimated quality, 119 MAGs assigning to nine bacterial phyla were identified as the ARG hosts and 33 MAGs exhibited possible multi-resistance to antibiotics. Some ARG types tended to be carried by certain bacteria (e.g. bacitracin resistance genes carried by the family Burkholderiaceae) and thus showed a pronounced host-specific pattern. This study enhances the understanding of the mobility and hosts of ARGs and provides important insights into the risk assessment and management of antibiotic resistance. (c) 2020 Elsevier Ltd. All rights reserved.
引用
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页数:15
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共 100 条
[91]   Integrative and conjugative elements: mosaic mobile genetic elements enabling dynamic lateral gene flow [J].
Wozniak, Rachel A. F. ;
Waldor, Matthew K. .
NATURE REVIEWS MICROBIOLOGY, 2010, 8 (08) :552-563
[92]   MaxBin 2.0: an automated binning algorithm to recover genomes from multiple metagenomic datasets [J].
Wu, Yu-Wei ;
Simmons, Blake A. ;
Singer, Steven W. .
BIOINFORMATICS, 2016, 32 (04) :605-607
[93]   Aromatic compounds lead to increased abundance of antibiotic resistance genes in wastewater treatment bioreactors [J].
Xia, Juntao ;
Sun, Haohao ;
Zhang, Xu-Xiang ;
Zhang, Tong ;
Ren, Hongqiang ;
Ye, Lin .
WATER RESEARCH, 2019, 166
[94]   Antibiotic-mediated changes in the fecal microbiome of broiler chickens define the incidence of antibiotic resistance genes [J].
Xiong, Wenguang ;
Wang, Yulin ;
Sun, Yongxue ;
Ma, Liping ;
Zeng, Qinglin ;
Jiang, Xiaotao ;
Li, Andong ;
Zeng, Zhenling ;
Zhang, Tong .
MICROBIOME, 2018, 6
[95]   ARGs-OAP v2.0 with an expanded SARG database and Hidden Markov Models for enhancement characterization and quantification of antibiotic resistance genes in environmental metagenomes [J].
Yin, Xiaole ;
Jiang, Xiao-Tao ;
Chai, Benli ;
Li, Liguan ;
Yang, Ying ;
Cole, James R. ;
Tiedje, James M. ;
Zhang, Tong .
BIOINFORMATICS, 2018, 34 (13) :2263-2270
[96]   Occurrence of antibiotics and antibiotic resistance genes in a typical estuary aquaculture region of Hangzhou Bay, China [J].
Yuan, Julin ;
Ni, Meng ;
Liu, Mei ;
Zheng, Yao ;
Gu, Zhimin .
MARINE POLLUTION BULLETIN, 2019, 138 :376-384
[97]   Evolutions of antibiotic resistance genes (ARGs), class 1 integron-integrase (intI 1) and potential hosts of ARGs during sludge anaerobic digestion with the iron nanoparticles addition [J].
Zhang, Yanru ;
Yang, Zhaohui ;
Xiang, Yinping ;
Xu, Rui ;
Zheng, Yue ;
Lu, Yue ;
Jia, Meiying ;
Sun, Saiwu ;
Cao, Jiao ;
Xiong, Weiping .
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 724
[98]   Deciphering of microbial community and antibiotic resistance genes in activated sludge reactors under high selective pressure of different antibiotics [J].
Zhao, Renxin ;
Feng, Jie ;
Liu, Jie ;
Fu, Wenjie ;
Li, Xiaoyan ;
Li, Bing .
WATER RESEARCH, 2019, 151 :388-402
[99]   Antibiotic resistome in landfill leachate from different cities of China deciphered by metagenomic analysis [J].
Zhao, Renxin ;
Feng, Jie ;
Yin, Xiaole ;
Liu, Jie ;
Fu, Wenjie ;
Berendonk, Thomas U. ;
Zhang, Tong ;
Li, Xiaoyan ;
Li, Bing .
WATER RESEARCH, 2018, 134 :126-139
[100]   Selective effect and elimination of antibiotics in membrane bioreactor of urban wastewater treatment plant [J].
Zheng, Wanlin ;
Wen, Xianghua ;
Zhang, Bing ;
Qiu, Yong .
SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 646 :1293-1303