What is the Difference between Conventional Drinking Water, Potable Reuse Water, and Nonpotable Reuse Water? A Microbiome Perspective

被引:1
作者
Blair, Matthew F. [1 ]
Garner, Emily [2 ]
Ji, Pan [1 ]
Pruden, Amy [1 ]
机构
[1] Virginia Tech, Via Dept Civil & Environm Engn, Blacksburg, VA 24061 USA
[2] West Virginia Univ, Wadsworth Dept Civil & Environm Engn, Morgantown, WV 26506 USA
关键词
16S rRNA gene amplicon sequencing; water reuse; drinking water treatment; wastewater treatment; molecular classification of water quality; next generationsequencing; core and discriminatory microbiota; BIOLOGICAL PHOSPHORUS REMOVAL; MUNICIPAL WASTE-WATER; DISTRIBUTION-SYSTEM; ANTIBIOTIC-RESISTANCE; METAGENOMIC ANALYSIS; COMMUNITY DYNAMICS; TREATMENT PLANTS; EMERGING CONCERN; MODEL SYSTEM; BACTERIA;
D O I
10.1021/acs.est.4c04679
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
As water reuse applications expand, there is a need for more comprehensive means to assess water quality. Microbiome analysis could provide the ability to supplement fecal indicators and pathogen profiling toward defining a "healthy" drinking water microbiota while also providing insight into the impact of treatment and distribution. Here, we utilized 16S rRNA gene amplicon sequencing to identify signature features in the composition of microbiota across a wide spectrum of water types (potable conventional, potable reuse, and nonpotable reuse). A clear distinction was found in the composition of microbiota as a function of intended water use (e.g., potable vs nonpotable) across a very broad range of U.S. water systems at both the point of compliance (Betadisper p > 0.01; ANOSIM p < 0.01, r-stat = 0.71) and point of use (Betadisper p > 0.01; ANOSIM p < 0.01, r-stat = 0.41). Core and discriminatory analysis further served in identifying distinct differences between potable and nonpotable water microbiomes. Taxa were identified at both the phylum (Desulfobacterota, Patescibacteria, and Myxococcota) and genus (Aeromonas and NS11.12_marine_group) levels that effectively discriminated between potable and nonpotable waters, with the most discriminatory taxa being core/abundant in nonpotable waters (with few exceptions, such as Ralstonia being abundant in potable conventional waters). The approach and findings open the door to the possibility of microbial community signature profiling as a water quality monitoring approach for assessing efficacy of treatments and suitability of water for intended use/reuse application.
引用
收藏
页码:16877 / 16890
页数:14
相关论文
共 107 条
  • [21] Dynamics of bacterial communities before and after distribution in a full-scale drinking water network
    El-Chakhtoura, Joline
    Prest, Emmanuelle
    Saikaly, Pascal
    van Loosdrecht, Mark
    Hammes, Frederik
    Vrouwenvelder, Hans
    [J]. WATER RESEARCH, 2015, 74 : 180 - 190
  • [22] Functional genera, potential pathogens and predicted antibiotic resistance genes in 16 full-scale wastewater treatment plants treating different types of wastewater
    Fan, Xiao-Yan
    Gao, Jing-Feng
    Pan, Kai-Ling
    Li, Ding-Chang
    Dai, Hui-Hui
    Li, Xing
    [J]. BIORESOURCE TECHNOLOGY, 2018, 268 : 97 - 106
  • [23] Microbial community structures and functions of wastewater treatment systems in plateau and cold regions
    Fang, Dexin
    Zhao, Gen
    Xu, Xiaoyi
    Zhang, Qian
    Shen, Qiushi
    Fang, Zhuoyao
    Huang, Liping
    Ji, Fangying
    [J]. BIORESOURCE TECHNOLOGY, 2018, 249 : 684 - 693
  • [24] Diversity and antibiotic resistance of Aeromonas spp. in drinking and waste water treatment plants
    Figueira, Vania
    Vaz-Moreira, Ivone
    Silva, Marcia
    Manaia, Celia M.
    [J]. WATER RESEARCH, 2011, 45 (17) : 5599 - 5611
  • [25] Next generation sequencing approaches to evaluate water and wastewater quality
    Garner, Emily
    Davis, Benjamin C.
    Milligan, Erin
    Blair, Matthew Forrest
    Keenum, Ishi
    Maile-Moskowitz, Ayella
    Pan, Jin
    Gnegy, Mariah
    Liguori, Krista
    Gupta, Suraj
    Prussin, Aaron J., II
    Marr, Linsey C.
    Heath, Lenwood S.
    Vikesland, Peter J.
    Zhang, Liqing
    Pruden, Amy
    [J]. WATER RESEARCH, 2021, 194
  • [26] Impact of blending for direct potable reuse on premise plumbing microbial ecology and regrowth of opportunistic pathogens and antibiotic resistant bacteria
    Garner, Emily
    Inyang, Mandu
    Garvey, Elisa
    Parks, Jeffrey
    Glover, Caitlin
    Grimaldi, Assumption
    Dickenson, Eric
    Sutherland, Justin
    Salveson, Andrew
    Edwards, Marc A.
    Pruden, Amy
    [J]. WATER RESEARCH, 2019, 151 : 75 - 86
  • [27] Microbial Ecology and Water Chemistry Impact Regrowth of Opportunistic Pathogens in Full-Scale Reclaimed Water Distribution Systems
    Garner, Emily
    McLain, Jean
    Bowers, Jolene
    Engelthaler, David M.
    Edwards, Marc A.
    Pruden, Amy
    [J]. ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2018, 52 (16) : 9056 - 9068
  • [28] Microbial community characterization of ozone-biofiltration systems in drinking water and potable reuse applications
    Gerrity, Daniel
    Arnold, Mayara
    Dickenson, Eric
    Moser, Duane
    Sackett, Joshua D.
    Wert, Eric C.
    [J]. WATER RESEARCH, 2018, 135 : 207 - 219
  • [29] Metagenomic analysis of the human distal gut microbiome
    Gill, Steven R.
    Pop, Mihai
    DeBoy, Robert T.
    Eckburg, Paul B.
    Turnbaugh, Peter J.
    Samuel, Buck S.
    Gordon, Jeffrey I.
    Relman, David A.
    Fraser-Liggett, Claire M.
    Nelson, Karen E.
    [J]. SCIENCE, 2006, 312 (5778) : 1355 - 1359
  • [30] Metagenomic Analyses of Drinking Water Receiving Different Disinfection Treatments
    Gomez-Alvarez, Vicente
    Revetta, Randy P.
    Domingo, Jorge W. Santo
    [J]. APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2012, 78 (17) : 6095 - 6102