Tracking the Sources of Antibiotic Resistance Genes in an Urban Stream during Wet Weather using Shotgun Metagenomic Analyses

被引:70
作者
Baral, Darshan [1 ,3 ]
Dvorak, Bruce I. [1 ]
Admiraal, David [1 ]
Jia, Shangang [2 ]
Zhang, Chi [2 ]
Li, Xu [1 ]
机构
[1] Univ Nebraska, Dept Civil Engn, Lincoln, NE 68588 USA
[2] Univ Nebraska, Sch Biol Sci, Lincoln, NE 68588 USA
[3] HDR Inc, Omaha, NE 68114 USA
基金
美国国家科学基金会;
关键词
WASTE-WATER TREATMENT; MULTIDRUG-RESISTANCE; EFFLUX PUMPS; FECAL CONTAMINATION; BACTERIA; CLASSIFICATION; STORMWATER; POLLUTANTS; POLLUTION; SEQUENCE;
D O I
10.1021/acs.est.8b01219
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Stormwater runoff has been known to cause increases in bacterial loadings in urban streams. However, little is known about its impacts on antibiotic resistance genes (ARGs) in urban watersheds. This study was performed to characterize the ARG composition of various environmental compartments of an urban watershed and to quantify their contributions of microbes and ARGs to an urban stream under wet weather conditions. Shotgun metagenomic results showed that the ARG abundance in wet weather flow was significantly higher than in base flow. Multidrug resistance genes were the most common ARG type across environmental samples. Vancomycin resistance genes were abundant in embankment soil and street sweeping samples. Analyses using SourceTracker estimated storm drain outfall water to be the biggest contributor of microbes (54-57%) and ARGs (82-88%) in the urban stream during wet weather flows. Furthermore, results on street sweepings showed that wash-off from streets was the biggest known contributor of microbes (41-45%) and ARGs (92-96%) in storm drain outfall water. Pantoea and Pseudomonas were associated with the highest numbers of ARGs and were most abundant in stormwater-related samples. Results from this study can advance our knowledge about ARGs in urban streams, an important medium linking environmental ARGs to the general public.
引用
收藏
页码:9033 / 9044
页数:12
相关论文
共 83 条
[11]   QIIME allows analysis of high-throughput community sequencing data [J].
Caporaso, J. Gregory ;
Kuczynski, Justin ;
Stombaugh, Jesse ;
Bittinger, Kyle ;
Bushman, Frederic D. ;
Costello, Elizabeth K. ;
Fierer, Noah ;
Pena, Antonio Gonzalez ;
Goodrich, Julia K. ;
Gordon, Jeffrey I. ;
Huttley, Gavin A. ;
Kelley, Scott T. ;
Knights, Dan ;
Koenig, Jeremy E. ;
Ley, Ruth E. ;
Lozupone, Catherine A. ;
McDonald, Daniel ;
Muegge, Brian D. ;
Pirrung, Meg ;
Reeder, Jens ;
Sevinsky, Joel R. ;
Tumbaugh, Peter J. ;
Walters, William A. ;
Widmann, Jeremy ;
Yatsunenko, Tanya ;
Zaneveld, Jesse ;
Knight, Rob .
NATURE METHODS, 2010, 7 (05) :335-336
[12]  
Csardi G, 2006, InterJournal Complex Syst., V1695, P1
[13]   The soil resistome: The anthropogenic, the native, and the unknown [J].
Cytryn, Eddie .
SOIL BIOLOGY & BIOCHEMISTRY, 2013, 63 :18-23
[14]   Microbiome of the upper troposphere: Species composition and prevalence, effects of tropical storms, and atmospheric implications [J].
DeLeon-Rodriguez, Natasha ;
Lathem, Terry L. ;
Rodriguez-R, Luis M. ;
Barazesh, James M. ;
Anderson, Bruce E. ;
Beyersdorf, Andreas J. ;
Ziemba, Luke D. ;
Bergin, Michael ;
Nenes, Athanasios ;
Konstantinidis, Konstantinos T. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2013, 110 (07) :2575-2580
[15]   Greengenes, a chimera-checked 16S rRNA gene database and workbench compatible with ARB [J].
DeSantis, T. Z. ;
Hugenholtz, P. ;
Larsen, N. ;
Rojas, M. ;
Brodie, E. L. ;
Keller, K. ;
Huber, T. ;
Dalevi, D. ;
Hu, P. ;
Andersen, G. L. .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2006, 72 (07) :5069-5072
[16]   Search and clustering orders of magnitude faster than BLAST [J].
Edgar, Robert C. .
BIOINFORMATICS, 2010, 26 (19) :2460-2461
[17]   Distribution of Genetic Markers of Fecal Pollution on a Freshwater Sandy Shoreline in Proximity to Wastewater Effluent [J].
Eichmiller, Jessica J. ;
Hicks, Randall E. ;
Sadowsky, Michael J. .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2013, 47 (07) :3395-3402
[18]   Rifamycin-mode of action, resistance, and biosynthesis [J].
Floss, HG ;
Yu, TW .
CHEMICAL REVIEWS, 2005, 105 (02) :621-632
[19]   Metagenomics and antibiotics [J].
Garmendia, L. ;
Hernandez, A. ;
Sanchez, M. B. ;
Martinez, J. L. .
CLINICAL MICROBIOLOGY AND INFECTION, 2012, 18 :27-31
[20]   Stormwater loadings of antibiotic resistance genes in an urban stream [J].
Garner, Emily ;
Benitez, Romina ;
von Wagoner, Emily ;
Sawyer, Richard ;
Schaberg, Erin ;
Hession, W. Cully ;
Krometis, Leigh-Anne H. ;
Badgley, Brian D. ;
Pruden, Amy .
WATER RESEARCH, 2017, 123 :144-152