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Influence of extracellular polymeric substances from activated sludge on the aggregation kinetics of silver and silver sulfide nanoparticles

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Abstract

Extracellular polymeric substances (EPS) in activated sludge from wastewater treatment plants (WWTPs) could affect interactions between nanoparticles and alter their migration behavior. The influence mechanisms of silver nanoparticles (Ag NPs) and silver sulfide nanoparticles (Ag2S NPs) aggregated by active EPS sludge were studied in monovalent or divalent cation solutions. The aggregation behaviors of the NPs without EPS followed the Derjaguin-Landau-Verwey-Overbeek (DLVO) theory. The counterions aggravated the aggregation of both NPs, and the divalent cation had a strong neutralizing effect due to the decrease in electrostatic repulsive force. Through extended DLVO (EDLVO) model analysis, in NaNO3 and low-concentration Ca(NO3)2 (< 10 mmol/L) solutions, EPS could alleviate the aggregation behaviors of Cit-Ag NPs and Ag2S NPs due to the enhancement of steric repulsive forces. At high concentrations of Ca(NO3)2 (10–100 mmol/L), exopolysaccharide macromolecules could promote the aggregation of Cit-Ag NPs and Ag2S NPs by interparticle bridging. As the final transformation form of Ag NPs in water environments, Ag2S NPs had better stability, possibly due to their small van der Waals forces and their strong steric repulsive forces. It is essential to elucidate the surface mechanisms between EPS and NPs to understand the different fates of metal-based and metal-sulfide NPs in WWTP systems.

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References

  • Abbas Q, Liu G, Yousaf B, Ali M U, Ullah H, Ahmed R (2019). Effects of biochar on uptake, acquisition and translocation of silver nanoparticles in rice (Oryza sativa L.) in relation to growth, photosynthetic traits and nutrients displacement. Environmental Pollution, 250: 728–736

    Article  CAS  Google Scholar 

  • Baalousha M, Nur Y, Römer I, Tejamaya M, Lead J R (2013). Effect of monovalent and divalent cations, anions and fulvic acid on aggregation of citrate-coated silver nanoparticles. Science of the Total Environment, 454–455: 119–131

    Article  Google Scholar 

  • Batley G E, Kirby J K, McLaughlin M J (2013). Fate and risks of nanomaterials in aquatic and terrestrial environments. Accounts of Chemical Research, 46(3): 854–862

    Article  CAS  Google Scholar 

  • Chen K L, Mylon S E, Elimelech M (2007). Enhanced aggregation of alginate-coated iron oxide (hematite) nanoparticles in the presence of calcium, strontium, and barium cations. Langmuir, 23(11): 5920–5928

    Article  CAS  Google Scholar 

  • de Freitas C F, Kimura E, Rubira A F, Muniz E C (2020). Curcumin and silver nanoparticles carried out from polysaccharide-based hydrogels improved the photodynamic properties of curcumin through metal-enhanced singlet oxygen effect. Materials Science and Engineering C, 112: 110853

    Article  Google Scholar 

  • Dey A, Kayal N, Chakrabarti O, Caldato R F, André C M, Innocentini M D M (2013). Permeability and nanoparticle filtration assessment of Cordierite-Bonded porous SiC ceramics. Industrial & Engineering Chemistry Research, 52(51): 18362–18372

    Article  CAS  Google Scholar 

  • Doolette C L, McLaughlin M J, Kirby J K, Navarro D A (2015). Bioavailability of silver and silver sulfide nanoparticles to lettuce (Lactuca sativa): Effect of agricultural amendments on plant uptake. Journal of Hazardous Materials, 300: 788–795

    Article  CAS  Google Scholar 

  • Fernando I, Zhou Y (2019). Impact of pH on the stability, dissolution and aggregation kinetics of silver nanoparticles. Chemosphere, 216: 297–305

    Article  CAS  Google Scholar 

  • Gabrielyan L, Badalyan H, Gevorgyan V, Trchounian A (2020). Comparable antibacterial effects and action mechanisms of silver and iron oxide nanoparticles on Escherichia coli and Salmonella typhimurium. Scientific Reports, 10(1): 13145

    Article  CAS  Google Scholar 

  • Hou X, Liu S, Zhang Z (2015). Role of extracellular polymeric substance in determining the high aggregation ability of anammox sludge. Water Research, 75: 51–62

    Article  CAS  Google Scholar 

  • Huangfu X, Jiang J, Ma J, Liu Y, Yang J (2013). Aggregation kinetics of manganese dioxide colloids in aqueous solution: Influence of humic substances and biomacromolecules. Environmental Science & Technology, 47(18): 10285–10292

    Article  CAS  Google Scholar 

  • Iqbal T, Ali F, Khalid N R, Tahir M B, Ijaz M (2019). Facile synthesis and antimicrobial activity of CdS-Ag2S nanocomposites. Bioorganic Chemistry, 90: 103064

    Article  CAS  Google Scholar 

  • Jacobson A R, Martínez C E, Spagnuolo M, McBride M B, Baveye P (2005). Reduction of silver solubility by humic acid and thiol ligands during acanthite (β-Ag2S) dissolution. Environmental Pollution, 135(1): 1–9

    Article  CAS  Google Scholar 

  • Kamat P V, Flumiani M, Hartland G V (1998). Picosecond dynamics of silver nanoclusters: Photoejection of electrons and fragmentation. Journal of Physical Chemistry B, 102(17): 3123–3128

    Article  CAS  Google Scholar 

  • Kamiyama Y, Israelachvili J (1992). Effect of pH and salt on the adsorption and interactions of an amphoteric polyelectrolyte. Macromolecules, 25(19): 5081–5088

    Article  CAS  Google Scholar 

  • Kim H N, Hong Y, Lee I, Bradford S A, Walker S L (2009). Surface characteristics and adhesion behavior of Escherichia coli O157:H7: Role of extracellular macromolecules. Biomacromolecules, 10(9): 2556–2564

    Article  CAS  Google Scholar 

  • Kim H N, Walker S L, Bradford S A (2010). Macromolecule mediated transport and retention of Escherichia coli O157:H7 in saturated porous media. Water Research, 44(4): 1082–1093

    Article  CAS  Google Scholar 

  • Lin D, Story S D, Walker S L, Huang Q, Liang W, Cai P (2017). Role of pH and ionic strength in the aggregation of TiO2 nanoparticles in the presence of extracellular polymeric substances from Bacillus subtilis. Environmental Pollution, 228: 35–42

    Article  CAS  Google Scholar 

  • Liu S, Wang C, Hou J, Wang P, Miao L, Fan X, You G, Xu Y (2018a). Effects of Ag and Ag2S nanoparticles on denitrification in sediments. Water Research, 137: 28–36

    Article  CAS  Google Scholar 

  • Liu Y, Huang Z, Zhou J, Tang J, Yang C, Chen C, Huang W, Dang Z (2020). Influence of environmental and biological macromolecules on aggregation kinetics of nanoplastics in aquatic systems. Water Research, 186: 116316

    Article  CAS  Google Scholar 

  • Liu Y, Yang T, Wang L, Huang Z, Li J, Cheng H, Jiang J, Pang S, Qi J, Ma J (2018b). Interpreting the effects of natural organic matter on antimicrobial activity of Ag2S nanoparticles with soft particle theory. Water Research, 145: 12–20

    Article  CAS  Google Scholar 

  • Lodeiro P, Achterberg E P, Rey-Castro C, El-Shahawi M S (2018). Effect of polymer coating composition on the aggregation rates of Ag nanoparticles in NaCl solutions and seawaters. Science of the Total Environment, 631–632: 1153–1162

    Article  Google Scholar 

  • Metreveli G, David J, Schneider R, Kurtz S, Schaumann G E (2020). Morphology, structure, and composition of sulfidized silver nanoparticles and their aggregation dynamics in river water. Science of the Total Environment, 739: 139989

    Article  CAS  Google Scholar 

  • Metreveli G, Philippe A, Schaumann G E (2015). Disaggregation of silver nanoparticle homoaggregates in a river water matrix. Science of the Total Environment, 535: 35–44

    Article  CAS  Google Scholar 

  • Padmanabhan A, Tong Y, Wu Q, Lo C, Shah N P (2020). Proteomic analysis reveals potential factors associated with enhanced EPS production in Streptococcus thermophilus ASCC 1275. Scientific Reports, 10(1): 807

    Article  CAS  Google Scholar 

  • Sheng A, Liu F, Xie N, Liu J (2016). Impact of proteins on aggregation kinetics and adsorption ability of hematite nanoparticles in aqueous dispersions. Environmental Science & Technology, 50(5): 2228–2235

    Article  CAS  Google Scholar 

  • Sigmund G, Jiang C, Hofmann T, Chen W (2018). Environmental transformation of natural and engineered carbon nanoparticles and implications for the fate of organic contaminants. Environmental Science. Nano, 5(11): 2500–2518

    Google Scholar 

  • Song J, Xu Y, Liu C, He Q, Huang R, Jiang S, Ma J, Wu Z, Huangfu X (2020). Interpreting the role of NO3−, SO42−, and extracellular polymeric substances on aggregation kinetics of CeO2 nanoparticles: Measurement and modeling. Ecotoxicology and Environmental Safety, 194: 110456

    Article  CAS  Google Scholar 

  • Ubaid K A, Zhang X, Sharma V K, Li L (2020). Fate and risk of metal sulfide nanoparticles in the environment. Environmental Chemistry Letters, 18(1): 97–111

    Article  CAS  Google Scholar 

  • Wang H, Yu H, Wang Y, Shan X, Chen H, Tao N (2020a). Phase imaging of transition from classical to quantum plasmonic couplings between a metal nanoparticle and a metal surface. Proceedings of the National Academy of Sciences of the United States of America, 117(30): 17564–17570

    Article  CAS  Google Scholar 

  • Wang J, Zhao X, Wu A, Tang Z, Niu L, Wu F, Wang F, Zhao T, Fu Z (2020b). Aggregation and stability of sulfate-modified polystyrene nanoplastics in synthetic and natural waters. Environmental Pollution, 268: 114240

    Article  Google Scholar 

  • Yang X, Deng S, Wiesner M R (2013). Comparison of enhanced microsphere transport in an iron-oxide-coated porous medium by pre-adsorbed and co-depositing organic matter. Chemical Engineering Journal, 230: 537–546

    Article  CAS  Google Scholar 

  • Yin C, Meng F, Chen G (2015). Spectroscopic characterization of extracellular polymeric substances from a mixed culture dominated by ammonia-oxidizing bacteria. Water Research, 68: 740–749

    Article  CAS  Google Scholar 

  • Yu S, Yin Y, Chao J, Shen M, Liu J (2014). Highly dynamic PVP-Coated silver nanoparticles in aquatic environments: Chemical and morphology change induced by oxidation of Ag0 and reduction of Ag+. Environmental Science & Technology, 48(1): 403–411

    Article  CAS  Google Scholar 

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Acknowledgements

We sincerely thank the National Natural Science Foundation of China (No. 51878092 and No.52070029) for their support.

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Correspondence to Xiaoliu Huangfu.

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Highlights

• The NPs aggregation in the electrolyte solution is consistent with the DLVO theory.

• In NaNO3 and low Ca(NO3)2, EPS alleviates the NPs aggregation by steric repulsion.

• In high Ca(NO3)2, EPS accelerates the NPs aggregation by exopolysaccharide bridging.

• Ag2S NPs have stronger stability compared with Cit-Ag NPs in aqueous systems.

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11783_2021_1450_MOESM1_ESM.pdf

Influence of extracellular polymeric substances from activated sludge on the aggregation kinetics of silver and silver sulfide nanoparticles

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Chen, W., Song, J., Jiang, S. et al. Influence of extracellular polymeric substances from activated sludge on the aggregation kinetics of silver and silver sulfide nanoparticles. Front. Environ. Sci. Eng. 16, 16 (2021). https://doi.org/10.1007/s11783-021-1450-2

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  • DOI: https://doi.org/10.1007/s11783-021-1450-2

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