The Impact of Extreme Weather Events on Bacterial Communities and Opportunistic Pathogens in a Drinking Water Treatment Plant

被引:6
作者
Tang, Wei [1 ]
Liu, Yunsi [1 ]
Li, Qiuyan [1 ]
Chen, Ling [1 ,2 ]
Li, Qi [3 ]
Li, Pan [1 ,2 ]
Xia, Shengji [1 ,2 ]
机构
[1] Tongji Univ, Sch Environm Sci & Engn, Shanghai 200092, Peoples R China
[2] Tongji Univ, Sch Environm Sci & Engn, State Key Lab Control & Resource Reuse, Shanghai 200092, Peoples R China
[3] Chongqing Jiaotong Univ, Natl Inland Waterway Regulat Engn Res Ctr, Chongqing 400074, Peoples R China
关键词
water treatment; extreme weather event; opportunistic pathogen; biological activated carbon tank; LEGIONELLA SPP; PSEUDOMONAS-AERUGINOSA; MICROBIAL COMMUNITIES; MYCOBACTERIUM SPP; AMEBA HOSTS; RIVER; DISINFECTION; PNEUMOPHILA; DYNAMICS; CHINA;
D O I
10.3390/w14010054
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Drinking water treatment processes are highly effective at improving water quality, but pathogens can still persist in treated water, especially after extreme weather events. To identify how extreme weather events affected bacterial populations in source and treated water, water samples were collected from the Yangtze River Delta area and a local full-scale drinking water treatment plant. Bacterial community structure and the occurrence of pathogens were investigated in samples using 16S rRNA sequencing and qPCR techniques. In this study, the results show that intense rainfall can significantly increase levels of bacteria and opportunistic pathogens in river and drinking water treatment processes (p < 0.05); in particular, the relative abundance of Cyanobacteria increased after a super typhoon event (p < 0.05). The biological activated carbon (BAC) tank was identified as a potential pathogen reservoir and was responsible for 52 +/- 6% of the bacteria released downstream, according to Bayesian-based SourceTracker analysis. Our results provide an insight into the challenges faced by maintaining finished water quality under changing weather conditions.
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页数:16
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共 69 条
[1]   Groundwater Chemistry Determines the Prokaryotic Community Structure of Waterworks Sand Filters [J].
Albers, Christian N. ;
Ellegaard-Jensen, Lea ;
Harder, Christoffer B. ;
Rosendahl, Soren ;
Knudsen, Berith E. ;
Ekelund, Flemming ;
Aamand, Jens .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2015, 49 (02) :839-846
[2]   Trimmomatic: a flexible trimmer for Illumina sequence data [J].
Bolger, Anthony M. ;
Lohse, Marc ;
Usadel, Bjoern .
BIOINFORMATICS, 2014, 30 (15) :2114-2120
[3]   Fate and transport of pathogens in lakes and reservoirs [J].
Brookes, JD ;
Antenucci, J ;
Hipsey, M ;
Burch, MD ;
Ashbolt, NJ ;
Ferguson, C .
ENVIRONMENT INTERNATIONAL, 2004, 30 (05) :741-759
[4]   Extreme water-related weather events and waterborne disease [J].
Cann, K. F. ;
Thomas, D. Rh ;
Salmon, R. L. ;
Wyn-Jones, A. P. ;
Kay, D. .
EPIDEMIOLOGY AND INFECTION, 2013, 141 (04) :671-686
[5]   Phylogenetic study of Legionella species in pristine and polluted aquatic samples from a tropical atlantic forest ecosystem [J].
Carvalho, Fabio R. S. ;
Vazoller, Rosana F. ;
Foronda, Annette S. ;
Pellizari, Vivian H. .
CURRENT MICROBIOLOGY, 2007, 55 (04) :288-293
[6]   Scientists' warning to humanity: microorganisms and climate change [J].
Cavicchioli, Ricardo ;
Ripple, William J. ;
Timmis, Kenneth N. ;
Azam, Farooq ;
Bakken, Lars R. ;
Baylis, Matthew ;
Behrenfeld, Michael J. ;
Boetius, Antje ;
Boyd, Philip W. ;
Classen, Aimee T. ;
Crowther, Thomas W. ;
Danovaro, Roberto ;
Foreman, Christine M. ;
Huisman, Jef ;
Hutchins, David A. ;
Jansson, Janet K. ;
Karl, David M. ;
Koskella, Britt ;
Welch, David B. Mark ;
Martiny, Jennifer B. H. ;
Moran, Mary Ann ;
Orphan, Victoria J. ;
Reay, David S. ;
Remais, Justin V. ;
Rich, Virginia I. ;
Singh, Brajesh K. ;
Stein, Lisa Y. ;
Stewart, Frank J. ;
Sullivan, Matthew B. ;
van Oppen, Madeleine J. H. ;
Weaver, Scott C. ;
Webb, Eric A. ;
Webster, Nicole S. .
NATURE REVIEWS MICROBIOLOGY, 2019, 17 (09) :569-586
[7]   A decade of weather extremes [J].
Coumou, Dim ;
Rahmstorf, Stefan .
NATURE CLIMATE CHANGE, 2012, 2 (07) :491-496
[8]   Uniqueness of Lekima compared to tropical cyclones landed in the east coast of China during 1979-2019 [J].
Ding, Yifan ;
Liu, Jiping ;
Chen, Shengzhe ;
Cheng, Xiao ;
Zheng, Zhaojun .
ACTA OCEANOLOGICA SINICA, 2020, 39 (08) :121-124
[9]  
Dixon P, 2003, J VEG SCI, V14, P927, DOI 10.1111/j.1654-1103.2003.tb02228.x
[10]   Occurrence of antibiotic resistance genes and bacterial pathogens in water and sediment in urban recreational water [J].
Dong, Peiyan ;
Cui, Qijia ;
Fang, Tingting ;
Huang, Yong ;
Wang, Hui .
JOURNAL OF ENVIRONMENTAL SCIENCES, 2019, 77 :65-74