Metabolically-active bacteria in reclaimed water and ponds revealed using bromodeoxyuridine DNA labeling coupled with 16S rRNA and shotgun sequencing

被引:17
作者
Malayil, Leena [1 ]
Ramachandran, Padmini [2 ]
Chattopadhyay, Suhana [1 ]
Cagle, Robin [2 ]
Hittle, Lauren [3 ]
Ottesen, Andrea [2 ]
Mongodin, Emmanuel F. [3 ]
Sapkota, Amy R. [1 ]
机构
[1] Univ Maryland, Sch Publ Hlth, Maryland Inst Appl Environm Hlth, College Pk, MD 20742 USA
[2] US FDA, Off Regulatory Sci, Div Microbiol, HFS-712,5001 Campus Dr, College Pk, MD 20740 USA
[3] Univ Maryland, Sch Med, Inst Genome Sci, Baltimore, MD 21201 USA
基金
美国农业部;
关键词
Metabolically-active bacteria; nontraditional irrigation water; 5-bromo-2 '-deoxyuridine (BrdU) labeling; shotgun sequencing; antimicrobial resistance genes; virulence genes; AEROMONAS-HYDROPHILA; WASTE-WATER; PSEUDOMONAS-FLUORESCENS; IRRIGATION WATER; SP NOV; INFECTION; RESISTANCE; OUTBREAK; DISEASE; QUALITY;
D O I
10.1016/j.watres.2020.116185
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Understanding the complex microbiota of agricultural irrigation water is vital to multiple sectors of sustainable agriculture and public health. To date, microbiome characterization methods have provided comprehensive profiles of aquatic microbiotas, but have not described which taxa are likely metabolicallyactive. Here, we combined 5-bromo-2'-deoxyuridine (BrdU) labeling with 16S rRNA and shotgun sequencing to identify metabolically-active bacteria in reclaimed and agricultural pond water samples ( n = 28) recovered from the Mid-Atlantic United States between March 2017 and January 2018. BrdUtreated samples were significantly less diverse (alpha diversity) compared to non-BrdU-treated samples. The most abundant taxa in the metabolically-active fraction of water samples (BrdU-treated samples) were unclassified Actinobacteria, Flavobacterium spp., Pseudomonas spp. and Aeromonas spp. Interestingly, we also observed that antimicrobial resistance and virulence gene profiles seemed to be more diverse and more abundant in non-BrdU-treated water samples compared to BrdU-treated samples. These findings raise the possibility that these genes may be associated more with relic (inactive) DNA present in the tested water types rather than viable, metabolically-active microorganisms. Our study demonstrates that the coupled use of BrdU labeling and sequencing can enhance understanding of the metabolically-active fraction of bacterial communities in alternative irrigation water sources. Agricultural pond and reclaimed waters are vital to the future of sustainable agriculture, and thus, the full understanding of the pathogenic potential of these waters is important to guide mitigation strategies that ensure appropriate water quality for intended purposes. (c) 2020 Elsevier Ltd. All rights reserved.
引用
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页数:12
相关论文
共 96 条
[1]  
Al-Holy M, 2013, ITAL J FOOD SCI, V25, P446
[2]   Bacterial Abundance and Community Composition in Pond Water From Shrimp Aquaculture Systems With Different Stocking Densities [J].
Alfiansah, Yustian Rovi ;
Hassenrueck, Christiane ;
Kunzmann, Andreas ;
Taslihan, Arief ;
Harder, Jens ;
Gaerde, Astrid .
FRONTIERS IN MICROBIOLOGY, 2018, 9
[3]  
[Anonymous], **DATA OBJECT**, DOI DOI 10.18129/B9.BI0C.METAGEN0MESEQ
[4]  
[Anonymous], 2017, RESHAPE2 FLEXIBLY RE
[5]  
[Anonymous], **DATA OBJECT**, DOI DOI 10.18129/B9.BIOC.BIOMFORMAT
[6]   Low Concentration of Salmonella enterica and Generic Escherichia coli in Farm Ponds and Irrigation Distribution Systems Used for Mixed Produce Production in Southern Georgia [J].
Antaki, Elizabeth M. ;
Vellidis, George ;
Harris, Casey ;
Aminabadi, Peiman ;
Levy, Karen ;
Jay-Russell, Michele T. .
FOODBORNE PATHOGENS AND DISEASE, 2016, 13 (10) :551-558
[7]   Microbial contamination of vegetable crop and soil profile in arid regions under controlled application of domestic wastewater [J].
Balkhair, Khaled S. .
SAUDI JOURNAL OF BIOLOGICAL SCIENCES, 2016, 23 (01) :S83-S92
[8]  
Bhunia AK., 2018, Foodborne Microbial Pathogens: Mechanisms and Pathogenesis, P343, DOI DOI 10.1007/978-1-4939-7349-1_20
[9]   DISEASES TRANSMITTED BY FOODS CONTAMINATED BY WASTEWATER [J].
BRYAN, FL .
JOURNAL OF FOOD PROTECTION, 1977, 40 (01) :45-56
[10]  
Cain K.D., 2007, CURR PROTOC MICROBIO, V6, DOI 10. 1002/9780471729259.mc13b01s6