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Pilot investigation on biostability of drinking water distribution systems under water source switching

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Abstract

Water quality deterioration of drinking water distribution systems (DWDSs) caused by water source switching has been reported previously. However, systematic investigation of the biostability of DWDS under water source switching is limited. Aged pipes, including three commonly used pipe materials dug out from a practical DWDS, were used to systematically investigate the biofilm stability mechanism of DWDS under water source switching to quality-improved water. An increase in adenosine triphosphate (ATP) concentration in the bulk water during the initial stage of the switching period was observed, indicating the risk of biofilm release through aged pipe surfaces after water source switching. Sloughing of biofilms might contribute to temporary instability. From day 35, the ATP concentration in the polyethylene (PE) and plastic stainless steel composite (PS) pipes were maintained at approximately 2.40 and 2.56 ng/L, respectively. In contrast, the ATP concentration in the ductile iron (DI) pipes was higher, at approximately 3.43 ng/L from day 42. The water quality variation could cause areas of the biofilm to slough and reduce the biomass of biofilm, causing partial alteration of the microbial community. 16S rRNA gene amplicon sequencing–based functional prediction revealed that the biofilm could increase the abundance of chlorine-resistant bacteria attributed to the increase in Pseudomonas and Methylobacterium after switching to quality-improved water. Moreover, the profiles of specific pathways linked to human diseases, antibiotic resistance, and antibiotic biosynthesis revealed that the safety of the biofilm could improve after switching to quality-improved water.

Key points

• The PE and PS biofilm showed improved resistance to water quality perturbation.

• Greater number of Methylobacterium was found in the biofilm after water source switching.

• 3.16S gene–based metagenomics prediction revealed that the safety of the biofilm under water source switching.

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References

  • Allion A, Lassiaz S, Peguet L, Boillot P, Jacques S, Peultier J, Bonnet MC (2011) A long term study on biofilm development in drinking water distribution system: comparison of stainless steel grades with commonly used materials. Rev de Métallurgie 108(4):259–268

    Article  CAS  Google Scholar 

  • Berg RL, Jensen TO, Bennedsen L, Brandt G (2005) Investigation of introducing water from an artificial recharge plant to an existing groundwater distribution system. Water Sci. Technol: Water Suppl. Wilderer, P. (ed), pp. 25-32

  • Camper AK, Lechevallier MW, Broadaway SC, Mcfeters GA (1986) Bacteria associated with antigranulocytes activated carbon particles in drinking-water. Appl Environ Microbiol 52(3):434–438

  • Chan S, Pullerits K, Keucken A, Perssonz KM, Paul CJ, Radstrom P (2019) Bacterial release from pipe biofilm in a full-scale drinking water distribution system. npj Biofilms Microbiomes 5:1–8

    Article  Google Scholar 

  • Chen L, Ling F, Bakker G, Liu W, Medema G, van der Meer W, Liu G (2020) Assessing the transition effects in a drinking water distribution system caused by changing supply water quality: an indirect approach by characterizing suspended solids. Water Res. 168(115159)

  • Chen WT, Chien CC, Ho WS, Ou JH, Chen SC, Kao CM (2022) Effects of treatment processes on AOC removal and changes of bacterial diversity in a water treatment plant. J Environ Manag 311:114853

    Article  CAS  Google Scholar 

  • Douterelo I, Husband S, Loza V, Boxall J (2016) Dynamics of biofilm regrowth in drinking water distribution systems. Appl Environ Microbiol 82(14):4155–4168

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Douterelo I, Jackson M, Solomon C, Boxall J (2017) Spatial and temporal analogies in microbial communities in natural drinking water biofilms. Sci Total Environ 581:277–288

    Article  PubMed  CAS  Google Scholar 

  • Douterelo I, Calero-Preciado C, Soria-Carrasco V, Boxall JB (2018) Whole metagenome sequencing of chlorinated drinking water distribution systems. Environ Sci Water Res Technol 4(12):2080–2091

    Article  CAS  Google Scholar 

  • Douterelo I, Dutilh BE, Arkhipova K, Calero C, Husband S (2020) Microbial diversity, ecological networks and functional traits associated to materials used in drinking water distribution systems. Water Res. 173(115586)

  • Favere J, Buysschaert B, Boon N, De Gusseme B (2020) Online microbial fingerprinting for quality management of drinking water: full-scale event detection. Water Res. 170(115353)

  • Fillinger L, Hug K, Trimbach AM, Wang H, Kellermann C, Meyer A, Bendinger, B., Griebler, C. (2019) The D-A-(C) index: a practical approach towards the microbiological - ecological monitoring of groundwater ecosystems. Water Res 163(UNSP 114902)

  • Garner E, Brown CL, Schwake DO, Rhoads WJ, Arango-Argoty G, Zhang L, Jospin G, Coil DA, Eisen JA, Edwards MA, Pruden A (2019) Comparison of whole genome sequences of Legionella pneumophila in tap water and in clinical strains, Flint, Michigan, USA, 2016. Emerg Infect Dis 25:2013–2020

    Article  PubMed  PubMed Central  Google Scholar 

  • Gomes IB, Simoes M, Simoes LC (2014) An overview on the reactors to study drinking water biofilms. Water Res 62:63–87

    Article  CAS  PubMed  Google Scholar 

  • Gouider M, Bouzid J, Sayadi S, Montiel A (2009) Impact of orthophosphate addition on biofilm development in drinking water distribution systems. J Hazard Mater 167(1-3):1198–1202

    Article  CAS  PubMed  Google Scholar 

  • Hammes F, Goldschmidt F, Vital M, Wang Y, Egli T (2010) Measurement and interpretation of microbial adenosine tri-phosphate (ATP) in aquatic environments. Water Res 44(13):3915–3923

    Article  CAS  PubMed  Google Scholar 

  • Hanna-Attisha M, LaChance J, Sadler RC, Schnepp AC (2016) Elevated blood lead levels in children associated with the flint drinking water crisis: a spatial analysis of risk and public health response. Am J Public Health 106(2):283–290

    Article  PubMed  PubMed Central  Google Scholar 

  • Hu J, Dong H, Xu Q, Ling W, Qu J, Qiang Z (2018) Impacts of water quality on the corrosion of cast iron pipes for water distribution and proposed source water switch strategy. Water Res 129:428–435

    Article  CAS  PubMed  Google Scholar 

  • Jang H, Choi Y, Ro H, Ka J (2012) Effects of phosphate addition on biofilm bacterial communities and water quality in annular reactors equipped with stainless steel and ductile cast iron pipes. J Microbiol 50(1):17–28

    Article  CAS  PubMed  Google Scholar 

  • Jia S, Shi P, Hu Q, Li B, Zhang T, Zhang X (2015) Bacterial community shift drives antibiotic resistance promotion during drinking water chlorination. Environ Sci Technol 49(20):12271–12279

    Article  CAS  PubMed  Google Scholar 

  • Kerr CJ, Osborn KS, Roboson GD, Handley PS (1999) The relationship between pipe material and biofilm formation in a laboratory model system. J Appl Microbiol 85S:29S–38S

    Google Scholar 

  • Kooij DVD (1992) Assimilable organic carbon as an indicator of bacterial regrowth. J Am Water Works Assoc 84(2):57–58

    Article  Google Scholar 

  • LeChevallier MW, Welch NJ, Smith DB (1996) Full-scale studies of factors related to coliform regrowth in drinking water. Appl Environ Microbiol 62(7):2201–2211

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Lehtola MJ, Laxander M, Miettinen IT, Hirvonen A, Vartiainen T, Martikainen PJ (2006) The effects of changing water flow velocity on the formation of biofilms and water quality in pilot distribution system consisting of copper or polyethylene pipes. Water Res 40(11):2151–2160

    Article  CAS  PubMed  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 

  • Li W, Wang F, Zhang J, Qiao Y, Xu C, Liu Y, Qian L, Li W, Dong B (2016) Community shift of biofilms developed in a full-scale drinking water distribution system switching from different water sources. Sci Total Environ 544:499–506

    Article  CAS  PubMed  Google Scholar 

  • Li W, Tan Q, Zhou W, Chen J, Li Y, Wang F, Zhang J (2020) Impact of substrate material and chlorine/chloramine on the composition and function of a young biofilm microbial community as revealed by high-throughput 16S rRNA sequencing. Chemosphere 242(125310)

  • Ling F, Whitaker R, LeChevallier MW, Liu W (2018) Drinking water microbiome assembly induced by water stagnation. ISME J 12(6):1520–1531

    Article  PubMed  PubMed Central  Google Scholar 

  • Liu W, Wu H, Wang Z, Ong SL, Hu JY, Ng WJ (2002) Investigation of assimilable organic carbon (AOC) and bacterial regrowth in drinking water distribution system. Water Res 36(4):891–898

    Article  CAS  PubMed  Google Scholar 

  • Liu G, Verberk JQJC, Van Dijk JC (2013) Bacteriology of drinking water distribution systems: an integral and multidimensional review. Appl Microbiol Biotechnol 97(21):9265–9276

    Article  CAS  PubMed  Google Scholar 

  • Liu S, Gunawan C, Barraud N, Rice SA, Harry EJ, Amal R (2016) Understanding, monitoring, and controlling biofilm growth in drinking water distribution systems. Environ Sci Technol 50(17):8954–8976

    Article  CAS  PubMed  Google Scholar 

  • Liu G, Zhang Y, Knibbe W, Feng C, Liu W, Medema G, van der Meer W (2017) Potential impacts of changing supply-water quality on drinking water distribution: a review. Water Res 116:135–148

    Article  CAS  PubMed  Google Scholar 

  • Liu N, Skauge T, Landa-Marban D, Hovland B, Thorbjornsen B, Radu FA, Vik BF, Baumann T, Bodtker G (2019a) Microfluidic study of effects of flow velocity and nutrient concentration on biofilm accumulation and adhesive strength in the flowing and no-flowing microchannels. J Ind Microbiol Biotechnol 46(6):855–868

    Article  CAS  PubMed  Google Scholar 

  • Liu L, Xing X, Hu C, Wang H (2019b) O-3-BAC-Cl-2 : a multi-barrier process controlling the regrowth of opportunistic waterborne pathogens in drinking water distribution systems. J Environ Sci 76:142–153

    Article  Google Scholar 

  • Liu G, Zhang Y, Liu X, Hammes F, Liu W, Medema G, Wessels P, van der Meer W (2020) 360-Degree distribution of biofilm quantity and community in an operational unchlorinated drinking water distribution pipe. Environ Sci Technol 54(9):5619–5628

    Article  CAS  PubMed  PubMed Central  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(2):323–331

    Article  Google Scholar 

  • McGuire MJ, Pearthree MS (2018) The role of water treatment in the Tucson colored water crisis. J Am Water Works Assoc 110(9):30–48

    Article  Google Scholar 

  • Mi Z, Dai Y, Xie S, Chen C, Zhang X (2015) Impact of disinfection on drinking water biofilm bacterial community. J Environ Sci 37:200–205

    Article  CAS  Google Scholar 

  • Morton SC, Zhang Y, Edwards MA (2005) Implications of nutrient release from iron metal for microbial regrowth in water distribution systems. Water Res 39(13):2883–2892

    Article  CAS  PubMed  Google Scholar 

  • Nescerecka A, Rubulis J, Vital M, Juhna T, Hammes F (2014) Biological instability in a chlorinated drinking water distribution network. PLoS ONE 9(e963545)

  • Nescerecka A, Juhna T, Hammes F (2016) Behavior and stability of adenosine triphosphate (ATP) during chlorine disinfection. Water Res 101:490–497

    Article  CAS  PubMed  Google Scholar 

  • Nicolella C, Chiarle S, DiFelice R, Rovatti M (1997) Mechanisms of biofilm detachment in fluidized bed reactors. Water Sci Technol 36(1):229–235

    Article  CAS  Google Scholar 

  • Niquette P, Servais P, Savoir R (2000) Impacts of pipe materials on densities of fixed bacterial biomass in a drinking water distribution system. Water Res 34(6):1952–1956

    Article  CAS  Google Scholar 

  • Norton CD, LeChevallier MW (2000) A pilot study of bacteriological population changes through potable water treatment and distribution. Appl Environ Microbiol 66(1):268–276

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Pan R, Zhang K, Cen C, Zhou X, Xu J, Wu J, Wu X (2021) Characteristics of biostability of drinking water in aged pipes after water source switching: ATP evaluation, biofilms niches and microbial community transition. Environ Pollut 271:116293

  • Pang Z, Raudonis R, Glick BR, Lin T, Cheng Z (2019) Antibiotic resistance in Pseudomonas aeruginosa: mechanisms and alternative therapeutic strategies. Biotechnol Adv 37(1):177–192

    Article  CAS  PubMed  Google Scholar 

  • Pick FC, Fish KE, Biggs CA, Moses JP, Moore G, Boxall JB (2019) Application of enhanced assimilable organic carbon method across operational drinking water systems. PLOS ONE 14

  • Prest EI, Hammes F, Kotzsch S, van Loosdrecht MC M, Vrouwenvelder JS (2013) Monitoring microbiological changes in drinking water systems using a fast and reproducible flow cytometric method. Water Res 47(19):7131–7142

  • Prest EI, Hammes F, van Loosdrecht MCM, Vrouwenvelder JS (2016) Biological stability of drinking water: controlling factors, methods, and challenges. Front. Microbiol. 7(45)

  • Ramasamy P, Zhang X (2005) Effects of shear stress on the secretion of extracellular polymeric substances in biofilms. Water Sci Technol 52(7):217–223

    Article  CAS  Google Scholar 

  • Ren H, Wang W, Liu Y, Liu S, Lou L, Cheng D, He X, Zhou X, Qiu S, Fu L, Liu J, Hu B (2015) Pyrosequencing analysis of bacterial communities in biofilms from different pipe materials in a city drinking water distribution system of East China. Appl Microbiol Biotechnol 99(24):10713–10724

    Article  CAS  PubMed  Google Scholar 

  • Simoes LC, Simoes M, Vieira MJ (2010) Influence of the diversity of bacterial isolates from drinking water on resistance of biofilms to disinfection. Appl Environ Microbiol 76(19):6673–6679

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Simunic U, Pipp P, Dular M, Stopar D (2020) The limitations of hydrodynamic removal of biofilms from the dead-ends in a model drinking water distribution system. Water Res. 178(115838)

  • Siraki AG, Klotz L, Kehrer JP (2018) In: McQueen CA (ed) Comprehensive toxicology (Third Edition). Elsevier, Oxford, pp 262–294

    Chapter  Google Scholar 

  • Skjevrak I, Due A, Gjerstad KO, Herikstad H (2003) Volatile organic components migrating from plastic pipes (HDPE, PEX and PVC) into drinking water. Water Res 37(8):1912–1920

    Article  CAS  PubMed  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 458:169–175

    Article  PubMed  CAS  Google Scholar 

  • Sun H, Shi B, Yang F, Wang D (2017) Effects of sulfate on heavy metal release from iron corrosion scales in drinking water distribution system. Water Res 114:69–77

    Article  CAS  PubMed  Google Scholar 

  • Sun J, Zhao X, Rong H, Yang S, Wang S, An Z, Li Y, Qu X (2020) Effect of Ochrobactrum sp. on the corrosion behavior of 10MnNiCrCu steel in simulated marine environment. Int J Electrochem Sci 15(3):2364–2374

    Article  CAS  Google Scholar 

  • Tsai YP (2005) Impact of flow velocity on the dynamic behaviour of biofilm bacteria. Biofouling 21(5-6):267–277

    Article  PubMed  Google Scholar 

  • Wang H, Masters S, Edwards MA, Falkinham JOI, Pruden A (2014) Effect of disinfectant, water age, and pipe materials on bacterial and eukaryotic community structure in drinking water biofilm. Environ Sci Technol 48(3):1426–1435

    Article  CAS  PubMed  Google Scholar 

  • Yang F, Shi B, Bai Y, Sun H, Lytle DA, Wang D (2014) Effect of sulfate on the transformation of corrosion scale composition and bacterial community in cast iron water distribution pipes. Water Res 59:46–57

    Article  CAS  PubMed  Google Scholar 

  • Yang F, Shi B, Zhang W, Cui J, Guo J, Wang D, Wu N, Liu X (2017) Pyrosequencing analysis of source water switch and sulfate-induced bacterial community transformation in simulated drinking water distribution pipes. Environ Sci Pollut Res 24(36SI):28220–28238

    Article  CAS  Google Scholar 

  • Zhang X, Mi Z, Wang Y, Liu S, Niu Z, Lu P, Wang J, Gu J, Chen C (2014) A red water occurrence in drinking water distribution systems caused by changes in water source in Beijing, China: mechanism analysis and control measures. Front Environ Sci Eng 8(3):417–426

    Article  CAS  Google Scholar 

  • Zhang K, Pan R, Zhang T, Xu J, Zhou X, Yang Y (2019) A novel method: using an adenosine triphosphate (ATP) luminescence-based assay to rapidly assess the biological stability of drinking water. Appl Microbiol Biotechnol 103(11):4269–4277

    Article  CAS  PubMed  Google Scholar 

  • Zhou X, Ahmad JI, van der Hoek JP, Zhang K (2020) Thermal energy recovery from chlorinated drinking water distribution systems: effect on chlorine and microbial water and biofilm characteristics. Environ Res 187:109655

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Funding

This project was supported by the National Natural Science Foundation of China (No. 51978602, No. 51778561) and Major Science and Technology Program for Water Pollution Control and Treatment (No. 2017ZX07201004).

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Z.KJ: conceptualization, methodology, visualization; writing—original draft. Funding acquisition. W.XG: investigation, formal analysis. Z.TQ: writing—review and editing. C.C: methodology. M.RY: investigation. P.RJ: investigation, data curation, writing—review and editing, visualization, supervision. All authors read and approved the final manuscript.

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Correspondence to Renjie Pan.

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Zhang, K., Wu, X., Zhang, T. et al. Pilot investigation on biostability of drinking water distribution systems under water source switching. Appl Microbiol Biotechnol 106, 5273–5286 (2022). https://doi.org/10.1007/s00253-022-12050-6

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