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Variation of microbial communities and functional genes during the biofilm formation in raw water distribution systems and associated effects on the transformation of nitrogen pollutants

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Abstract

This study aimed to investigate the variation of microbial communities and functional genes during the biofilm formation in raw water distribution systems without prechlorination and associated effects on the transformation of nitrogen pollutants by using a designed model pipe system. The results showed the transformation of nitrogen pollutants was obvious during the biofilm formation. The richness and diversity of the microbial communities changed significantly. The higher abundance of Nitrospirae in biofilm samples significantly contributed to biological nitrification. In particular, the stable content of Bacteroidetes in the biofilm and soluble microbial products released by the biomass might have enhanced the increase in dissolved organic nitrogen. In addition, the variation tendency of nitrogen functional gene abundances and their strong effects on NH4 +-N, NO2 -N, and NO3 -N transformation were clearly observed. These findings provide new insights into the evolution of microbial communities and functional genes during the initial operation period of real-world raw water distribution pipes and highlight management and possible safety issues in the subsequent water treatment process.

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References

  • Aisopou A, Stoianov I, Graham NJ (2012) In-pipe water quality monitoring in water supply systems under steady and unsteady state flow conditions: a quantitative assessment. Water Res 46:235–246

    Article  CAS  Google Scholar 

  • Angnes G, Nicoloso RS, Da Silva ML, De Oliveira PA, Higarashi MM, Mezzari MP et al (2013) Correlating denitrifying catabolic genes with N2O and N2 emissions from swine slurry composting. Bioresour Technol 140:368–375

    Article  CAS  Google Scholar 

  • Bae H, Park KS, Chung YC, Jung JY (2010) Distribution of anammox bacteria in domestic WWTPs and their enrichments evaluated by real-time quantitative PCR. Process Biochem 45:323–334

    Article  CAS  Google Scholar 

  • Barrett M, Jahangir MM, Lee C, Smith CJ, Bhreathnach N, Collins G et al (2013) Abundance of denitrification genes under different peizometer depths in four Irish agricultural groundwater sites. Environ Sci Pollut Res Int 20:6646–6657

    Article  CAS  Google Scholar 

  • Braker G, Tiedje JM (2003) Nitric oxide reductase (norB) genes from pure cultures and environmental samples. Appl Environ Microbiol 69:3476–3483

    Article  CAS  Google Scholar 

  • Bru D, Sarr A, Philippot L (2007) Relative abundances of proteobacterial membrane-bound and periplasmic nitrate reductases in selected environments. Appl Environ Microbiol 73:5971–5974

    Article  CAS  Google Scholar 

  • Carroll T, King S, Gray SR, Boltom BA, Booker NA (2000) The fouling of microfiltration membranes by NOM after coagulation treatment. Water Res 34:2861–2868

    Article  CAS  Google Scholar 

  • Chaves Simões L, Simões M (2013) Biofilms in drinking water: problems and solutions. RSC Adv 3:2520–2533

    Article  Google Scholar 

  • Chon K, Lee Y, Traber J, Von Gunten U (2013) Quantification and characterization of dissolved organic nitrogen in wastewater effluents by electrodialysis treatment followed by size-exclusion chromatography with nitrogen detection. Water Res 47:5381–5391

    Article  CAS  Google Scholar 

  • Dang H, Li J, Chen R, Wang L, Guo L, Zhang Z et al (2010) Diversity, abundance, and spatial distribution of sediment ammonia-oxidizing Betaproteobacteria in response to environmental gradients and coastal eutrophication in Jiaozhou Bay, China. Appl Environ Microbiol 76:4691–4702

    Article  CAS  Google Scholar 

  • Dionisi HM, Layton AC, Harms G, Gregory IR, Robinson KG, Sayler GS (2002) Quantification of Nitrosomonas oligotropha-like ammonia-oxidizing bacteria and Nitrospira spp. from full-scale wastewater treatment plants by competitive PCR. Appl Environ Microbiol 68:245–253

    Article  CAS  Google Scholar 

  • Douterelo I, Sharpe RL, Boxall JB (2013) Influence of hydraulic regimes on bacterial community structure and composition in an experimental drinking water distribution system. Water Res 47:503–516

    Article  CAS  Google Scholar 

  • Douterelo I, Boxall JB, Deines P, Sekar R, Fish KE, Biggs CA (2014) Methodological approaches for studying the microbial ecology of drinking water distribution systems. Water Res 65:134–156

    Article  CAS  Google Scholar 

  • Eiler A, Bertilsson S (2004) Composition of freshwater bacterial communities associated with cyanobacterial blooms in four Swedish lakes. Environ Microbiol 6:1228–1243

    Article  Google Scholar 

  • Emtiazi F, Schwartz T, Marten SM, Krolla-Sidenstein P, Obst U (2004) Investigation of natural biofilms formed during the production of drinking water from surface water embankment filtration. Water Res 38:1197–1206

    Article  CAS  Google Scholar 

  • Faulwetter JL, Burr MD, Parker AE, Stein OR, Camper AK (2012) Influence of season and plant species on the abundance and diversity of sulfate reducing bacteria and mmmonia oxidizing bacteria in constructed wetland microcosms. Microb Ecol 65:111–127

    Article  Google Scholar 

  • Fu G, Yu T, Ning K, Guo Z, Wong MH (2016) Effects of nitrogen removal microbes and partial nitrification-denitrification in the integrated vertical-flow constructed wetland. Ecol Eng 95:83–89

    Article  Google Scholar 

  • Gallard H, von Gunten U (2002) Chlorination of natural organic matter: kinetics of chlorination and of THM formation. Water Res 36:65–74

    Article  CAS  Google Scholar 

  • Garcia-Lledo A, Vilar-Sanz A, Trias R, Hallin S, Baneras L (2011) Genetic potential for N2O emissions from the sediment of a free water surface constructed wetland. Water Res 45:5621–5632

    Article  CAS  Google Scholar 

  • Han M, Zhao ZW, Gao W, Cui FY (2013) Study on the factors affecting simultaneous removal of ammonia and manganese by pilot-scale biological aerated filter (BAF) for drinking water pre-treatment. Bioresour Technol 145:17–24

    Article  CAS  Google Scholar 

  • Herrmann M, Opitz S, Harzer R, Totsche KU, Kusel K (2017) Attached and suspended denitrifier communities in pristine limestone aquifers harbor high fractions of potential autotrophs oxidizing reduced iron and sulfur compounds. Microb Ecol

  • Hoellein T, Rojas M, Pink A, Gasior J, Kelly J (2014) Anthropogenic litter in urban freshwater ecosystems: distribution and microbial interactions. PLoS One 9:e98485

    Article  Google Scholar 

  • Hwang G, Dong T, Islam MS, Sheng Z, Perez-Estrada LA, Liu Y et al (2013) The impacts of ozonation on oil sands process-affected water biodegradability and biofilm formation characteristics in bioreactors. Bioresour Technol 130:269–277

    Article  CAS  Google Scholar 

  • Jetten MS, Niftrik L, Strous M, Kartal B, Keltjens JT, Op den Camp HJ (2009) Biochemistry and molecular biology of anammox bacteria. Crit Rev Biochem Mol Biol 44:65–84

    Article  CAS  Google Scholar 

  • Kaelin D, Manser R, Rieger L, Eugster J, Rottermann K, Siegrist H (2009) Extension of ASM3 for two-step nitrification and denitrification and its calibration and validation with batch tests and pilot scale data. Water Res 43:1680–1692

    Article  CAS  Google Scholar 

  • Kirchman DL (2002) The ecology of cytophaga-flavobacteria in aquatic environments. FEMS Microbiol Ecol 39:91–100

    CAS  Google Scholar 

  • LaPara TM, Hope Wilkinson K, Strait JM, Hozalski RM, Sadowksy MJ, Hamilton MJ (2015) The bacterial communities of full-scale biologically active, granular activated carbon filters are stable and diverse and potentially contain novel ammonia-oxidizing microorganisms. Appl Environ Microbiol 81:6864–6872

    Article  CAS  Google Scholar 

  • Lee W, Westerhoff P (2005) Dissolved organic nitrogen measurement using dialysis pretreatment. Environ Sci Technol 39:879–884

    Article  CAS  Google Scholar 

  • Lee W, Westerhoff P (2006) Dissolved organic nitrogen removal during water treatment by aluminum sulfate and cationic polymer coagulation. Water Res 40:3767–3774

    Article  CAS  Google Scholar 

  • Li L, Gao N, Deng Y, Yao J, Zhang K (2012) Characterization of intracellular & extracellular algae organic matters (AOM) of Microcystic aeruginosa and formation of AOM-associated disinfection byproducts and odor & taste compounds. Water Res 46:1233–1240

    Article  CAS  Google Scholar 

  • Li X, Wang H, Zhang Y, Hu C, Yang M (2014) Characterization of the bacterial communities and iron corrosion scales in drinking groundwater distribution systems with chlorine/chloramine. Int Biodeterior Biodegrad 96:71–79

    Article  Google Scholar 

  • Li X, Wang H, Hu C, Yang M, Hu H, Niu J (2015) Characteristics of biofilms and iron corrosion scales with ground and surface waters in drinking water distribution systems. Corros Sci 90:331–339

    Article  CAS  Google Scholar 

  • Liu H, Jeong J, Gray H, Smith S, Sedlak DL (2012) Algal uptake of hydrophobic and hydrophilic dissolved organic nitrogen in effluent from biological nutrient removal municipal wastewater treatment systems. Environ Sci Technol 46:713–721

    Article  CAS  Google Scholar 

  • Liu R, Zhu J, Yu Z, Joshi D, Zhang H, Lin W et al (2014) Molecular analysis of long-term biofilm formation on PVC and cast iron surfaces in drinking water distribution system. J Environ Sci 26:865–874

    Article  CAS  Google Scholar 

  • Lu P, Zhang X, Zhang C, Niu Z, Xie S, Chen C (2014) Biostability in distribution systems in one city in southern China: characteristics, modeling and control strategy. J Environ Sci 26:323–331

    Article  Google Scholar 

  • Luo J, Liang H, Yan L, Ma J, Yang Y, Li G (2013) Microbial community structures in a closed raw water distribution system biofilm as revealed by 454-pyrosequencing analysis and the effect of microbial biofilm communities on raw water quality. Bioresour Technol 148:189–195

    Article  CAS  Google Scholar 

  • Ma C, Yu S, Shi W, Heijman SG, Rietveld LC (2013) Effect of different temperatures on performance and membrane fouling in high concentration PAC-MBR system treating micro-polluted surface water. Bioresour Technol 141:19–24

    Article  CAS  Google Scholar 

  • Martiny AC, Jorgensen TM, Albrechtsen HJ, Arvin E, Molin S (2003) Long-term succession of structure and diversity of a biofilm formed in a model drinking water distribution system. Appl Environ Microbiol 69:6899–6907

    Article  CAS  Google Scholar 

  • Martiny AC, Albrechtsen HJ, Arvin E, Molin S (2005) Identification of bacteria in biofilm and bulk water samples from a nonchlorinated model drinking water distribution system: detection of a large nitrite-oxidizing population associated with Nitrospira spp. Appl Environ Microbiol 71:8611–8617

    Article  CAS  Google Scholar 

  • Meng J, Li J, Li J, Sun K, Antwi P, Deng K et al (2016) Efficiency and bacterial populations related to pollutant removal in an upflow microaerobic sludge reactor treating manure-free piggery wastewater with low COD/TN ratio. Bioresour Technol 201:166–173

    Article  CAS  Google Scholar 

  • Ni BJ, Rittmann BE, Yu HQ (2011) Soluble microbial products and their implications in mixed culture biotechnology. Trends Biotechnol 29:454–463

    Article  CAS  Google Scholar 

  • Niemi RM, Heiskanen I, Heine R, Rapala J (2009) Previously uncultured beta-Proteobacteria dominate in biologically active granular activated carbon (BAC) filters. Water Res 43:5075–5086

    Article  CAS  Google Scholar 

  • Prest EI, Hammes F, Kotzsch S, van Loosdrecht MC, Vrouwenvelder JS (2013) Monitoring microbiological changes in drinking water systems using a fast and reproducible flow cytometric method. Water Res 47:7131–7142

    Article  CAS  Google Scholar 

  • Purkhold U, Pommerening-Roser A, Juretschko S, Schmid MC, Koops HP, Wagner M (2000) Phylogeny of all recognized species of ammonia oxidizers based on comparative 16S rRNA and amoA sequence analysis: implications for molecular diversity surveys. Appl Environ Microbiol 66:5368–5382

    Article  CAS  Google Scholar 

  • Rittman BE, Langeland WE (1985) Simultaneous denitrification with nitrification in single-channel oxidation ditches. Water Pollut Control Fed 57:300–308

    Google Scholar 

  • Roh SW, Kim KH, Nam YD, Chang HW, Park EJ, Bae JW (2010) Investigation of archaeal and bacterial diversity in fermented seafood using barcoded pyrosequencing. ISME J 4:1–16

    Article  CAS  Google Scholar 

  • SEPA of China (2002) Methods for the examination of water and wastewater. China Environmental Science Press, Beijing

  • Simsek H, Kasi M, Ohm JB, Murthy S, Khan E (2016) Impact of solids retention time on dissolved organic nitrogen and its biodegradability in treated wastewater. Water Res 92:44–51

    Article  CAS  Google Scholar 

  • Stres B, Mahne I, Avgustin G, Tiedje JM (2004) Nitrous oxide reductase (nosZ) gene fragments differ between native and cultivated Michigan soils. Appl Environ Microbiol 70:301–309

    Article  CAS  Google Scholar 

  • Sun W, Liu W, Cui L, Zhang M, Wang B (2013) Characterization and identification of a chlorine-resistant bacterium, Sphingomonas TS001, from a model drinking water distribution system. Sci Total Environ 458-460:169–175

    Article  CAS  Google Scholar 

  • Sun H, Shi B, Bai Y, Wang D (2014) Bacterial community of biofilms developed under different water supply conditions in a distribution system. Sci Total Environ 472:99–107

    Article  CAS  Google Scholar 

  • Tian J, Lu J, Zhang Y, Li JC, Sun LC, Hu ZL (2014) Microbial community structures and dynamics in the O3/BAC drinking water treatment process. Int J Environ Res Public Health 11:6281–6290

    Article  Google Scholar 

  • Tokutomi T (2004) Operation of a nitrite-type airlift reactor at low DO concentration. Water Sci Technol 49:81–88

    CAS  Google Scholar 

  • Wang H, Ji G, Bai X (2016) Distribution patterns of nitrogen micro-cycle functional genes and their quantitative coupling relationships with nitrogen transformation rates in a biotrickling filter. Bioresour Technol 209:100–107

    Article  CAS  Google Scholar 

  • Xia S, Zhang Y, Zhong F (2009) A continuous stirred hydrogen-based polyvinyl chloride membrane biofilm reactor for the treatment of nitrate contaminated drinking water. Bioresour Technol 100:6223–6228

    Article  CAS  Google Scholar 

  • Xie Y, Xiong Z, Xing G, Sun G, Zhu Z (2007) Assessment of nitrogen pollutant sources in surface waters of Taihu Lake region. Pedosphere 17:200–208

    Article  CAS  Google Scholar 

  • Zhang X, Gillespie AL, Sessions AL (2009) Large D/H variations in bacterial lipids reflect central metabolic pathways. Proc Natl Acad Sci U S A 106:12580–12586

    Article  Google Scholar 

  • Zhang S, Wang Y, He W, Wu M, Xing M, Yang J et al (2013) Responses of biofilm characteristics to variations in temperature and NH4(+)-N loading in a moving-bed biofilm reactor treating micro-polluted raw water. Bioresour Technol 131:365–373

    Article  CAS  Google Scholar 

  • Zhang C, Li Y, Wang C, Niu L, Cai W (2016) Occurrence of endocrine disrupting compounds in aqueous environment and their bacterial degradation: a review. Crit Rev Environ Sci Technol 46:1–59

    Article  CAS  Google Scholar 

  • Zhao Y, Zhang B, Feng C, Huang F, Zhang P, Zhang Z et al (2012) Behavior of autotrophic denitrification and heterotrophic denitrification in an intensified biofilm-electrode reactor for nitrate-contaminated drinking water treatment. Bioresour Technol 107:159–165

    Article  CAS  Google Scholar 

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Acknowledgements

The study was financially supported by the Key Program of the National Natural Science Foundation of China (No. 51438006), the National Natural Science Foundation of China (No. 51578209), and a project funded by the Priority Academic Program Development of Jiangsu Higher Education Institutions (PAPD).

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Correspondence to Hang Xu.

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Responsible editor: Robert Duran

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Chen, W., Gu, Y., Xu, H. et al. Variation of microbial communities and functional genes during the biofilm formation in raw water distribution systems and associated effects on the transformation of nitrogen pollutants. Environ Sci Pollut Res 24, 15347–15359 (2017). https://doi.org/10.1007/s11356-017-9125-z

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