High-throughput quantification of antibiotic resistance genes from an urban wastewater treatment plant

被引:159
作者
Karkman, Antti [1 ]
Johnson, Timothy A. [2 ,3 ]
Lyra, Christina [1 ]
Stedtfeld, Robert D. [2 ]
Tamminen, Manu [1 ,4 ]
Tiedje, James M. [2 ]
Virta, Marko [1 ]
机构
[1] Univ Helsinki, Dept Food & Environm Sci, FIN-00014 Helsinki, Finland
[2] Michigan State Univ, Ctr Microbial Ecol, E Lansing, MI 48824 USA
[3] USDA, Food Safety & Enter Pathogens Res Unit, Natl Anim Dis Ctr, Agr Res Serv, Ames, IA USA
[4] ETH Zurich Switzerland & Aquat Ecol, Dept Environm Syst Sci, Eawag, Switzerland
基金
芬兰科学院;
关键词
sludge; sewage; qPCR; ACTIVATED-SLUDGE; BACTERIA; ENVIRONMENT; EFFLUENT;
D O I
10.1093/femsec/fiw014
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Antibiotic resistance among bacteria is a growing problem worldwide, and wastewater treatment plants have been considered as one of the major contributors to the dissemination of antibiotic resistance to the environment. There is a lack of comprehensive quantitative molecular data on extensive numbers of antibiotic resistance genes (ARGs) in different seasons with a sampling strategy that would cover both incoming and outgoing water together with the excess sludge that is removed from the process. In order to fill that gap we present a highly parallel quantitative analysis of ARGs and horizontal gene transfer potential over four seasons at an urban wastewater treatment plant using a high-throughput qPCR array. All analysed transposases and two-thirds of primer sets targeting ARGs were detected in the wastewater. The relative abundance of most of the genes was highest in influent and lower in effluent water and sludge. The resistance profiles of the samples cluster by sample location with a shift from raw influent through the final effluents and dried sludge to the sediments. Wastewater discharge enriched only a few genes, namely Tn25 type transposase gene and clinical class 1 integrons, in the sediment near the discharge pipe, but those enriched genes may indicate a potential for horizontal gene transfer.
引用
收藏
页数:7
相关论文
共 32 条
[1]   Horizontal gene exchange in environmental microbiota [J].
Aminov, Rustam I. .
FRONTIERS IN MICROBIOLOGY, 2011, 2
[2]   Validated predictive modelling of the environmental resistome [J].
Amos, Gregory C. A. ;
Gozzard, Emma ;
Carter, Charlotte E. ;
Mead, Andrew ;
Bowes, Mike J. ;
Hawkey, Peter M. ;
Zhang, Lihong ;
Singer, Andrew C. ;
Gaze, William H. ;
Wellington, Elizabeth M. H. .
ISME JOURNAL, 2015, 9 (06) :1467-1476
[3]  
[Anonymous], 2014, REV ANTIMICROBIAL RE
[4]   Tetracycline resistance genes in activated sludge wastewater treatment plants [J].
Auerbach, Eric A. ;
Seyfried, Erin E. ;
McMahon, Katherine D. .
WATER RESEARCH, 2007, 41 (05) :1143-1151
[5]   Fitting Linear Mixed-Effects Models Using lme4 [J].
Bates, Douglas ;
Maechler, Martin ;
Bolker, Benjamin M. ;
Walker, Steven C. .
JOURNAL OF STATISTICAL SOFTWARE, 2015, 67 (01) :1-48
[6]   Wastewater as a point source of antibiotic-resistance genes in the sediment of a freshwater lake [J].
Czekalski, Nadine ;
Diez, Elena Gascon ;
Buergmann, Helmut .
ISME JOURNAL, 2014, 8 (07) :1381-1390
[7]   Diversity and antibiotic resistance of Aeromonas spp. in drinking and waste water treatment plants [J].
Figueira, Vania ;
Vaz-Moreira, Ivone ;
Silva, Marcia ;
Manaia, Celia M. .
WATER RESEARCH, 2011, 45 (17) :5599-5611
[8]   Impacts of anthropogenic activity on the ecology of class 1 integrons and integron-associated genes in the environment [J].
Gaze, William H. ;
Zhang, Lihong ;
Abdouslam, Nouradin A. ;
Hawkey, Peter M. ;
Calvo-Bado, Leo ;
Royle, Jeremy ;
Brown, Helen ;
Davis, Susan ;
Kay, Paul ;
Boxall, Alistair B. A. ;
Wellington, Elizabeth M. H. .
ISME JOURNAL, 2011, 5 (08) :1253-1261
[9]   The evolution of class 1 integrons and the rise of antibiotic resistance [J].
Gillings, Michael ;
Boucher, Yan ;
Labbate, Maurizio ;
Holmes, Andrew ;
Krishnan, Sarnyuktha ;
Holley, Marita ;
Stokes, H. W. .
JOURNAL OF BACTERIOLOGY, 2008, 190 (14) :5095-5100
[10]   Using the class 1 integron-integrase gene as a proxy for anthropogenic pollution [J].
Gillings, Michael R. ;
Gaze, William H. ;
Pruden, Amy ;
Smalla, Kornelia ;
Tiedje, James M. ;
Zhu, Yong-Guan .
ISME JOURNAL, 2015, 9 (06) :1269-1279