Abstract
This study contributed to a better understanding of the behavior of nanoparticles (NPs) in dynamic water. First, the aggregation behavior of CeO2 NPs at different pH values in various salt solutions was examined to determine the appropriate hydrochemical conditions for hydrodynamics study. Second, the aggregation behavior of CeO2 NPs under different shear forces was investigated at pH 4 and ionic strength 0 in various salt solutions to find out whether shear forces could influence the stability of the nanoparticles and if yes, how. Also, five-stage sedimentation tests were conducted to understand the influence of shear stress on the vertical distribution of CeO2 NPs in natural waters. The aggregation test showed that the shear force could increase the collision efficiency between NPs during aggregation and cause a relatively large mass of NPs to remain in suspension. Consequently, the nanoparticles had a greater possibility of continued aggregation. The sedimentation test under static conditions indicated that a large mass of NPs (>1000 nm) sink to the bottom layer, leaving only small aggregates dispersed in the upper or middle layer of the solution. However, later sedimentation studies under stirring conditions demonstrated that shear forces can disrupt this stratification phenomenon. These results suggest that shear forces can influence the spatial distribution of NPs in natural waters, which might lead to different toxicities of CeO2 NPs to aquatic organisms distributed in the different water layers. This study contributes to a better understanding of nanomaterial toxicology and provides a way for further research.
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Abdel-Khalek AA, Kadry MAM, Badran SR, Marie MS (2015) Comparative toxicity of copper oxide bulk and nano particles in Nile tilapia; Oreochromis niloticus: biochemical and oxidative stress. J Basic Appl Zool 72:43–57
Alexander CM, Dabrowiak JC, Goodisman J (2013) Gravitational sedimentation of gold nanoparticles. J Colloid Interface Sci 396:53–62
Angela BM, Vallottonb P, Aptea SC (2015) On the mechanism of nanoparticulate CeO2 toxicity to freshwater algae. Aquat Toxicol 168:90–97
Anne-Archard D, d’Olce M, Tourbin M, Frances C (2013) Aggregation of silica nanoparticles in concentrated suspensions under turbulent, shear and extensional flows. Chem Eng Sci 95:184–193
Arul NS, Mangalaraj D, Kim TW (2015) Photocatalytic degradation mechanisms of CeO2/Tb2O3 nanotubes. Appl Surf Sci 349:459–464
Baalousha M (2009) Aggregation and disaggregation of iron oxide nanoparticles: influence of particle concentration, pH and natural organic matter. Sci Total Environ 407:2093–2101
Baalousha M, Nur Y, Römer I, Tejamaya M, Lead JR (2013) Effect of monovalent and divalent cations, anions and fulvic acid on aggregation of citrate-coated silver nanoparticles. Sci Total Environ 454–455:119–131
Bian SW, Mudunkotuwa IA, Rupasinghe T, Grassian VH (2011) Aggregation and dissolution of 4 nm ZnO nanoparticles in aqueous environments: influence of pH, ionic strength, size, and adsorption of humic acid. Langmuir 27:6059–6068
Bouhaik IS, Leroy P, Ollivier P, Azaroual M, Mercury L (2013) Influence of surface conductivity on the apparent zeta potential of TiO2 nanoparticles: application to the modeling of their aggregation kinetics. J Colloid Interface Sci 406:75–85
Bubakova P, Pivokonsky M, Filip P (2013) Effect of shear rate on aggregate size and structure in the process of aggregation and at steady state. Powder Technol 235:540–549
Busch VM, Loosli F, Santagapita PR, Buera MP, Stoll S (2015) Formation of complexes between hematite nanoparticles and a non-conventional galactomannan gum. Toward a better understanding on interaction processes. Sci Total Environ 532:556–563
Chae YJ, Pham CH, Lee J, Bae E, Yi J, Gu MB (2009) Evaluation of the toxic impact of silver nanoparticles on Japanese Medaka (Oryzias latipes). Aquat Toxicol 94:320–327
Chekli L, Zhao YX, Tijing LD, Phuntsho S, Donner E, Lombi E, Gao BY, Shon HK (2015) Aggregation behaviour of engineered nanoparticles in natural waters: characterising aggregate structure using on-line laser light scattering. J Hazard Mater 284:190–200
Chen SF, Zhang H (2012) Aggregation kinetics of nanosilver in different water conditions. Adv Nat Sci Nanosci Nanotechnol 3:035006
Chen KL, Smith BA, Ball WP, Fairbrother DH (2010) Assessing the colloidal properties of engineered nanoparticles in water: case studies from fullerene C60 nanoparticles and carbon nanotubes. Environ Chem 7:10–27
Cwiertny DM, Handler RM, Schaefer MV, Grassian VH, Scherer MM (2008) Interpreting nanoscale size-effects in aggregated Fe-oxide suspensions: reaction of Fe(II) with goethite. Geochim Cosmochim Acta 72:1365–1380
Dahle JT, Livi K, Arai Y (2015) Effects of pH and phosphate on CeO2 nanoparticle dissolution. Chemosphere 119:1365–1371
El Badawy AM, Scheckel KG, Suidan M, Tolaymat T (2012) The impact of stabilization mechanism on the aggregation kinetics of Silver nanoparticles. Sci Total Environ 429:325–331
Forbes E (2011) Shear, selective and temperature responsive flocculation: a comparison of fine particle flotation techniques. Int J Miner Process 99:1–10
Gao J, Youn S, Hovsepyan A, Llaneza VL, Wang Y, Bitton G, Bonzongo JCJ (2009) Dispersion and toxicity of selected manufactured nanomaterials in natural river water samples: effects of water chemical composition. Environ Sci Technol 43:3322–3328
Gómez-Rivera F, Field JA, Brown D, Sierra-Alvarez R (2012) Fate of cerium dioxide (CeO2) nanoparticles in municipal wastewater during activated sludge treatment. Bioresour Technol 108:300–304
Handy RD, von der Kammer F, Lead JR, Hassellöv M, Owen R, Crane M (2008) The ecotoxicology and chemistry of manufactured nanoparticles. Ecotoxicology 17:287–314
Hsu JP, Nacu A (2004) An experimental study on the rheological properties of aqueous ceria dispersions. J Colloid Interface Sci 274:277–284
Hu YH, Qiu GZ, Miller JD (2003) Hydrodynamic interactions between particles in aggregation and flotation. Int J Miner Process 70:157–170
Hunter RJ, Ottewill RH, Rowell RL (1981) Zeta potential in colloid science: principles and applications. Academic Press
Huynh KA, Chen KL (2011) Aggregation kinetics of citrate and polyvinylpyrrolidone coated Silver nanoparticles in monovalent and divalent electrolyte solutions. Environ Sci Technol 45:5564–5571
Karimian H, Babaluo AA (2007) Halos mechanism in stabilizing of colloidal suspensions: nanoparticle weight fraction and pH effects. J Eur Ceram Soc 27:19–25
Keller AA, Lazareva A (2014) Predicted releases of engineered nanomaterials: from global to regional to local. Environ Sci Technol Lett 1(1):165–170
Lanphere JD, Rogers B, Luth C, Bolster CH, Walker SL (2014) Stability and transport of graphene oxide nanoparticles in groundwater and surface water. Environ Eng Sci 31:350–359
Lee J, Bartelt-Hunt SL, Li Y, Morton M (2015) Effect of 17β-estradiol on stability and mobility of TiO2 rutile nanoparticles. Sci Total Environ 511:195–202
Leroy P, Devau N, Revil A, Bizi M (2013) Influence of surface conductivity on the apparent zeta potential of amorphous silica nanoparticles. J Colloid Interface Sci 410:81–93
Li KG, Chen YS (2012) Effect of natural organic matter on the aggregation kinetics of CeO2 nanoparticles in KCl and CaCl2 solutions: measurements and modeling. J Hazard Mater 209–210:264–270
Liu HW, Liu HF (2016) Preparing micro/nano dumbbell-shaped CeO2 for high performance electrode materials. J Alloys Compd 681:342–349
Liu J, Legros S, Ma G, Veinot JGC, von der Kammer F, Hofmann T (2012) Influence of surface functionalization and particle size on the aggregation kinetics of engineered nanoparticles. Chemosphere 87:918–924
Liu J, Legros S, von der Kammer F, Hofmann T (2013) Natural organic matter concentration and hydrochemistry influence aggregation kinetics of functionalized engineered nanoparticles. Environ Sci Technol 47:4113–4120
Loosli F, Le Coustumer P, Stoll S (2013) TiO2 nanoparticles aggregation and disaggregation in presence of alginate and Suwannee river humic acids. pH and concentration effects on nanoparticle stability. Water Res 47:6052–6063
Majedi SM, Kelly BC, Lee HK (2014) Role of combinatorial environmental factors in the behavior and fate of ZnO nanoparticles in aqueous systems: a multiparametric analysis. J Hazard Mater 264:370–379
Masaki S, Shiotsu H, Ohnuki T, Sakamoto F, Utsunomiya S (2015) Effects of CeO2 nanoparticles on microbial metabolism. Chem Geol 391:33–41
McLeod AM, Arnot JA, Borga K, Selck H, Kashian DR, Krause A, Paterson G, Haffner GD, Drouillard KG (2015) Quantifying uncertainty in the trophic magnification factor related to spatial movements of organisms in a food web. Integr Environ Assess Manag 11:306–318
Miao LZ, Wang C, Hou J, Wang PF, Ao YH, Li Y, Lv BW, Yang YY, You GX, Xu Y (2015) Enhanced stability and dissolution of CuO nanoparticles by extracellular polymeric substances in aqueous environment. J Nanopart Res 17:404
N’Zi KG, Yao SS, Bi GG, Ndouba V (2015) Update of ichthyofauna diversity and ecological status of a coastal River Nero (Coˆ te d’Ivoire—West Africa). Saudi J Biol Sci 22:265–273
Nur Y, Lead JR, Baalousha M (2015) Evaluation of charge and agglomeration behavior of TiO2 nanoparticles in ecotoxicological media. Sci Total Environ 535:45–53
Oriekhova O, Stoll S (2016) Effects of pH and fulvic acids concentration on the stability of fulvic acids e cerium (IV) oxide nanoparticle complexes. Chemosphere 144:131–137
Pamies R, Cifre JGH, Espin VF, Collado-Gonzalez M, Banos FRGD, Torre JGDL (2014) Aggregation behaviour of gold nanoparticles in saline aqueous media. J Nanopart Res 16:2376
Park MVDZ, Neigh AM, Vermeulen JP, de la Fonteyne LJJ, Verharen HW, Briedé JJ, Loveren HV, de Jong WH (2011) The effect of particle size on the cytotoxicity, inflammation, developmental toxicity and genotoxicity of silver nanoparticles. Biomaterials 32:9810–9817
Peng YH, Tso CP, Tsai YC, Zhuang CM, Shih YH (2015) The effect of electrolytes on the aggregation kinetics of three different ZnO nanoparticles in water. Sci Total Environ 530–531:183–190
Peralta-Videa JR, Zhao L, Lopez-Moreno ML, de la Rosa G, Hong J, Gardea-Torresdey JL (2011) Nanomaterials and the environment: a review for the biennium 2008–2010. J Hazard Mater 186:1–15
Petosa AR, Jaisi DP, Quevedo IR, Elimelech M, Tufenkji N (2010) Aggregation and deposition of engineered nanomaterials in aquatic environments: role of physicochemical interactions. Environ Sci Technol 44:6532–6549
Poynton HC, Lazorchak JM, Impellitteri CA, Smith ME, Rogers K, Patra M, Hammer KA, Allen HJ, Vulpe CD (2011) Differential gene expression in Daphnia magna suggests distinct modes of action and bioavailability for ZnO nanoparticles and Zn ions. Environ Sci Technol 45:762–768
Qi J, Ye YY, Wu JJ, Wang HT, Li FT (2013) Dispersion and stability of titanium dioxide nanoparticles in aqueous suspension: effects of ultrasonication and concentration. Water Sci Technol 67:147–151
Quik JTK, Lynch I, Van Hoecke K, Miermans CJH, De Schamphelaere KAC, Janssen CR, Dawson KA, Cohen Stuart MA, Van De Meent D (2010) Effect of natural organic matter on cerium dioxide nanoparticles settling in model fresh water. Chemosphere 81:711–715
Rojas-Pérez A, Diaz-Diestra D, Frias-Flores CB, Beltran-Huarac J, Das KC, Weiner BR, Morellab G, Díaz-Vázquez LM (2015) Catalytic effect of ultrananocrystalline Fe3O4 on algal bio-crude production via HTL process. Nanoscale 7:17664–17671
Schneider L, Maher WA, Potts J, Taylor AM, Batley GE, Krikowa F, Chariton AA, Grubery B (2015) Modeling food web structure and selenium biomagnification in lake Macquarie, New South Wales, Australia, using stable Carbon and Nitrogen isotopes. Environ Toxicol Chem 34(3):608–617
Scown TM, van Aerle R, Tyler CR (2010) Review: do engineered nanoparticles pose a significant threat to the aquatic environment? Crit Rev Toxicol 40:653–670
Shih YH, Zhuang CM, Peng YH, Lin CH, Tseng YM (2012) The effect of inorganic ions on the aggregation kinetics of lab-made TiO2 nanoparticles in water. Sci Total Environ 435–436:446–452
Silva T, Pokhrel L, Dubey B, Tolaymat T, Maier K, Liu X (2014) Particle size, surface charge and concentration dependent ecotoxicity of three organo-coated silver nanoparticles: comparison between general linear model-predicted and observed toxicity. Sci Total Environ 468:968–976
Soenen SJ, Cuyper MD, De Smedt SC, Braeckmans K (2012) Chapter ten—investigating the toxic effects of iron oxide nanoparticles. Methods Enzymol 509:195–224
Song S, Lopez-Valdvieso A, Reyes-Bahena JL, Bermejo-Perezh I, Trass O (2000) Hydrophobic flocculation of galena fines in aqueous suspensions [J]. J Colloid Interface Sci 227:272–281
Tso CP, Zhung CM, Shih YY, Tseng YM, Wu SC, Doong RA (2010) Stability of metal oxide nanoparticles in aqueous solutions. Water Sci Technol 61:127–133
Van Hoecke K, De Schamphelaere KAC, Van der Meeren P, Smagghe G, Janssen CR (2011) Aggregation and ecotoxicity of CeO2 nanoparticles in synthetic and natural waters with variable pH, organic matter concentration and ionic strength. Environ Pollut 159:970–976
Van Koetsem F, Verstraete S, Van der Meeren P, Du Laing G (2015) Stability of engineered nanomaterials in complex aqueous matrices: settling behaviour of CeO2 nanoparticles in natural surface waters. Environ Res 142:207–214
Wang H, Adeleye AS, Huang Y, Li F, Keller AA (2015) Heteroaggregation of nanoparticles with biocolloids and geocolloids. Adv Colloid Interface Sci (in press)
Yin WZ, Yang XS, Zhou DP, Li YJ, Lü ZF (2011) Shear hydrophobic flocculation and flotation of ultrafine Anshan hematite using sodium oleate. Trans Nonferrous Met Soc China 21:652–664
Zhai Y, Zhang Y, Qin F, Yao X (2015) An electrochemical DNA biosensor for evaluating the effect of mix anion in cellular fluid on the antioxidant activity of CeO2 nanoparticles. Biosens Bioelectron 70:130–136
Zhang H, Smith JA, Oyanedel-Craver V (2012) The effect of natural water conditions on the anti-bacterial performance and stability of silver nanoparticles capped with different polymers. Water Res 46:691–699
Zhu M, Wang H, Keller AA, Wang T, Li F (2014) The effect of humic acid on the aggregation of titanium dioxide nanoparticles under different pH and ionic strengths. Sci Total Environ 487:375–380
Acknowledgments
We are grateful for the grants from the project supported by the National Science Funds for the Creative Research Groups of China (No. 51421006), the National Natural Science Foundation of China (No. 51479047, 51209069), the National Science Funds for Distinguished Young Scholars (No. 51225901), the Program for Changjiang Scholars and Innovative Research Team in University (No. IRT13061), the Key Program of National Natural Science Foundation of China (No. 41430751), the National Science Funds for Excellent Young Scholars (No. 51422902), the Fundamental Research Funds for the Central Universities (No. 2015B22014, No. 2015B05714) and PAPD.
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Lv, B., Wang, C., Hou, J. et al. Influence of shear forces on the aggregation and sedimentation behavior of cerium dioxide (CeO2) nanoparticles under different hydrochemical conditions. J Nanopart Res 18, 193 (2016). https://doi.org/10.1007/s11051-016-3501-3
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DOI: https://doi.org/10.1007/s11051-016-3501-3