A functional assay-based strategy for nanomaterial risk forecasting

Science of the Total Environment

Volumn 536, Issue , 2015, Pages 1029-1037

  Hendren, Christine Ogilvie ^a   Lowry, Gregory V ^a,b   Unrine, Jason M ^a,c   Wiesner, Mark R ^a,d  

^a DUKE UNIVERSITY   (United States)

^b CARNEGIE MELLON UNIVERSITY   (United States)

^c UNIVERSITY OF KENTUCKY   (United States)

^d Duke University   (United States)

Author keywords

Dissolution rate; Functional assay; NanoEHS; Nanomaterial risk assessment; Reference systems; Risk framework; Surface affinity

Indexed keywords

ASSAYS; BIOCHEMISTRY; CHEMICAL HAZARDS; DISSOLUTION; FORECASTING; INDICATORS (CHEMICAL); RISK ASSESSMENT; SILVER; TOXIC MATERIALS;

DISSOLUTION RATES; FUNCTIONAL ASSAYS; NANOEHS; NANOMATERIAL; REFERENCE SYSTEMS; RISK FRAMEWORKS; SURFACE AFFINITY;

NANOSTRUCTURED MATERIALS;

FRESH WATER; GROUND WATER; NANOMATERIAL; SEA WATER; SILVER NANOPARTICLE; POLLUTANT;

ACTIVATED SLUDGE; ANALYTICAL PARAMETERS; CAENORHABDITIS ELEGANS; DISSOLUTION; ENVIRONMENTAL EXPOSURE; ENVIRONMENTAL IMPACT ASSESSMENT; FORECASTING; FUNCTIONAL ASSAY; HAZARD; METHODOLOGY; NANOANALYSIS; NOTE; PHYSICAL CHEMISTRY; PRIORITY JOURNAL; RISK ASSESSMENT; RISK FACTOR; SEDIMENT; SURFACE AFFINITY; WASTE WATER; BIOASSAY; ENVIRONMENTAL MONITORING; POLLUTANT; PROCEDURES; TOXICITY;

CAENORHABDITIS ELEGANS;

BIOLOGICAL ASSAY; ENVIRONMENTAL MONITORING; ENVIRONMENTAL POLLUTANTS; NANOSTRUCTURES; RISK ASSESSMENT;

EID: 84940954670     PISSN: 00489697     EISSN: 18791026     Source Type: Journal    
DOI: 10.1016/j.scitotenv.2015.06.100     Document Type: Note

References (85)

1. Alvarez P.J.J., Colvin V., Lead J., Stone V. Research priorities to advance eco-responsible nanotechnology. ACS Nano 2009, 3(7):1616-1619.
2. Anon MINChar Physicochemical Parameters List: Recommended Minimum Physical and Chemical Parameters for Characterizing Nanomaterials on Toxicology Studies Woodrow 2008, Wilson International Center.
3. ASTM ASTM D4448-01(2013): Standard Guide for Sampling Ground-Water Monitoring Wells. ASTM Book of Standards 2013, ASTM International, West Conshohocken, PA.
4. Ausubel F.M., Brent R., Kingston R.E., Moore D.D., Seidman J., Smith J.A., Struhl K. Short Protocols in Molecular Biology: A Compendium of Methods From Current Protocols in Molecular Biology 2002, Wiley, New York.
5. Barton L.E., Therezien M., Auffan M., Bottero J.Y., Wiesner M.R. Theory and methodology for determining nanoparticle affinity for heteroaggregation in environmental matrices using batch measurements. Environ. Eng. Sci. 2014, 31(7):421-427.
6. Bertani G. Lysogeny at mid-twentieth century: P1, P2 and other experimental systems. J. Bacteriol. 2004, 186(3):595-600.
7. Boeije G., Corstanje R., Rottiers A., Schowanek D. Adaptation of the CAS test system and synthetic sewage for biological nutrient removal: part I: development of a new synthetic sewage. Chemosphere 1999, 38(4):699-709.
8. Bone A.J., Colman B.P., Gondikas A.P., Newton K., Harrold K.H., Unrine J.M., Klaine S.J., Matson C.W., Di Giulio R.T. Biotic and abiotic interactions in aquatic microcosms determine fate and toxicity of Ag nanoparticles: part 2 - toxicity and chemical speciation. Environ. Sci. Technol. 2012, 46(13):6925-6933.
9. Boverhof D., David R. Nanomaterial characterization: considerations and needs for hazard assessment and safety evaluation. Anal. Bioanal. Chem. 2010, 396(3):953-961.
10. Brant J.A., Labille J., Bottero J.Y., Wiesner M.R. Nanoparticle Transport, Aggregation, and Deposition. Environmental Nanotechnology 2007, McGraw-Hill, New York, NY. M.R. Wiesner, J.Y. Bottero (Eds.).
11. Dale A.L., Lowry G.V., Casman E.A. Modeling nanosilver transformations in freshwater sediments. Environ. Sci. Technol. 2013, 47(22):12920-12928.
12. Dale A.L., Casman E.A., Lowry G.V., Lead J.R., Viparelli E., Baalousha M. Modeling nanomaterial environmental fate in aquatic systems. Environ. Sci. Technol. 2015, 49(5):2587-2593.
13. DEFRA Characterising the Potential Risks Posed by Engineered Nanoparticles: A Second UK Government Research Report 2011, F. a. R. A. Department for Environment, London, UK, Nobel House.
14. Dobias J., Bernier-Latmani R. Silver release from silver nanoparticles in natural waters. Environ. Sci. Technol. 2013, 47(9):4140-4146.
15. EC Work Programme 2010 Cooperation Theme 4: Nanosciences, Nanotechnologies, Materials and New Production Technologies, NMP 2009, European Commission.
16. Elimelech M., O'Melia C.R. Effect of particle size on collision efficiency in the deposition of brownian particles with electrostatic energy barriers. Langmuir 1990, 6:1153-1163.
17. EPA Wet Methods and Manuals. Section 7: Dilution water 2007, 31-35.
18. Ernstberger H., Davison W., Zhang H., Tye A., Young S. Measurement and dynamic modeling of trace metal mobilization in soils using DGT and DIFS. Environ. Sci. Technol. 2002, 36(3):349-354.
19. Ernstberger H., Zhang H., Tye A., Young S., Davison W. Desorption kinetics of Cd, Zn, and Ni measured in soils by DGT. Environ. Sci. Technol. 2005, 39(6):1591-1597.
20. Fabrega J., Luoma S.N., Tyler C.R., Galloway T.S., Lead J.R. Silver nanoparticles: behaviour and effects in the aquatic environment. Environ. Int. 2011, 37(2):517-531.
21. Gal J.-Y., Fovet Y., Adib-Yadzi M. About a synthetic saliva for in vitro studies. Talanta 2001, 53(6):1103-1115.
22. Gondikas A.P., Morris A., Reinsch B.C., Marinakos S.M., Lowry G.V., Hsu-Kim H. Cysteine-induced modifications of zero-valent silver nanomaterials: implications for particle surface chemistry, aggregation, dissolution, and silver speciation. Environ. Sci. Technol. 2012, 46(13):7037-7045.
23. Harper M.P., Davison W., Zhang H., Tych W. Kinetics of metal exchange between solids and solutions in sediments and soils interpreted from DGT measured fluxes. Geochim. Cosmochim. Acta 1998, 62(16):2757-2770.
24. Harper M.P., Davison W., Tych W. DIFS-a modelling and simulation tool for DGT induced trace metal remobilisation in sediments and soils. Environ. Model Softw. 2000, 15(1):55-66.
25. Hendren C.O., Badireddy A.R., Casman E., Wiesner M.R. Modeling nanomaterial fate in wastewater treatment: Monte Carlo simulation of silver nanoparticles (nano-Ag). Sci. Total Environ. 2013, 449:418-425.
26. Hoagland D.R., Arnon D.I. The Water-culture Method for Growing Plants Without Soil 1950, College of Agriculture, University of California, Berkeley, CA.
27. ICN Time Progressive Distribution Analysis of NanoEHS Research: Nano_EHS Database Analysis Tool 2014, International Council on Nanotechnology.
28. Jassby D., Budarz J.F., Wiesner M. Impact of aggregate size and structure on the photocatalytic properties of TiO2 and ZnO nanoparticles. Environ. Sci. Technol. 2012, 46(13):6934-6941.
29. Judy J.D., Unrine J.M., Bertsch P.M. Evidence for biomagnification of gold nanoparticles within a terrestrial food chain. Environ. Sci. Technol. 2011, 45(2):776-781.
30. Kaegi R., Voegelin A., Sinnet B., Zuleeg S., Hagendorfer H., Burkhardt M., Siegrist H. Behavior of metallic silver nanoparticles in a pilot wastewater treatment plant. Environ. Sci. Technol. 2011, 45(9):3902-3908.
31. Kandlikar M., Ramachandran G., Maynard A.D., Murdock B., Toscano W.A. Health risk assessment for nanoparticles: a case for using expert judgement. J. Nanoparticle Res. 2007, 9:137-156.
32. Kandlikar M., Satterfield T., Beaudrie C., Gregory R., Long G., Wilson T. Nanotechnology Risk Screening Using a Structured Decision Making (SDM) Approach: A summary of Results From a Nanotechnology Experts Workshop 2013.
33. Keller A.A., Wang H., Zhou D., Lenihan H.S., Cherr G., Cardinale B.J., Miller R., Ji Z. Stability and aggregation of metal oxide nanoparticles in natural aqueous matrices. Environ. Sci. Technol. 2010, 44(6):1962-1967.
34. Kent R.D., Vikesland P.J. Controlled evaluation of silver nanoparticle dissolution using atomic force microscopy. Environ. Sci. Technol. 2012, 46(13):6977-6984.
35. Klaine S.J., Alvarez P.J.J., Batley G.E., Fernandes T.F., Handy R.D., Lyon D.Y., Mahendra S., McLaughlin M.J., Lead J.R. Nanomaterials in the environment: behavior, fate, bioavailability, and effects. Environ. Toxicol. Chem. 2008, 27(9):1825-1851.
36. Klaine S.J., Koelmans A.A., Horne N., Carley S., Handy R.D., Kapustka L., Nowack B., von der Kammer F. Paradigms to assess the environmental impact of manufactured nanomaterials. Environ. Toxicol. Chem. 2012, 31(1):3-14.
37. Kulthong K.S.S., Boonpavanitchakul K., Kangwansupamonkon W., Maniratanachote R. Determination of silver nanoparticle release from antibacterial fabrics into artificial sweat. Part. Fibre Toxicol. 2010, 7.
38. Lamsal K., Kim S.W., Jung J.H., Kim Y.S., Kim K.S., Lee Y.S. Application of silver nanoparticles for the control of colletotrichum species in vitro and pepper anthracnose disease in field. Mycobiology 2011, 39(3):194-199.
39. Lecoanet H.F., Bottero J.-Y., Wiesner M.R. Laboratory assessment of the mobility of nanomaterials in porous media. Environ. Sci. Technol. 2004, 38:5164-5169.
40. Levard C., Reinsch B.C., Michel F.M., Oumahi C., Lowry G.V., Brown G.E. Sulfidation processes of PVP-coated silver nanoparticles in aqueous solution: impact on dissolution rate. Environ. Sci. Technol. 2011, 45(12):5260-5266.
41. Li L., Hu L.H., Zhou Q.Z., Huang C., Wang Y., Sun C., Jiang G. Sulfidation as a natural antidote to metallic nanoparticles is overestimated: CuO sulfidation yields CuS nanoparticles with increased toxicity in Medaka (Oryzias latipes) embryos. Environ. Sci. Technol. 2015, 49(4):2486-2495.
42. Liu J., Sonshine D.A., Shervani S., Hurt R.H. Controlled release of biologically active silver from nanosilver surfaces. ACS Nano 2010, 4(11):6903-6913.
43. Lombi E.D.E., Taheri S., Tavakkoli E., Jamting A.K., McCluer S., Naidu R., Miller B.W., Scheckel K.G., Vasilev K. Transformation of four silver/silver chloride nanoparticles during anaerobic treatment of wastewater and post-processing of sewage sludge. Environ. Pollut. 2013, 176:193-197.
44. Lowry G.V., Gregory K.B., Apte S.C., Lead J.R. Transformations of nanomaterials in the environment. Environ. Sci. Technol. 2012, 46(13):6893-6899.
45. Luoma S.N. Silver Nanotechnologies and the Environment. The Project on Emerging Nanotechnologies Report 15 2008.
46. Lynch I., Weiss C., Valsami-Jones E. A strategy for grouping nanomaterials based on key physico-chemical descriptors as a basis for safer-by-design NMs. Nano Today 2014, 9:266-270.
47. Ma R., Levard C., Marinakos S.M., Cheng Y., Liu J., Michel F.M., Brown G.E., Lowry G.V. Size-controlled dissolution of organic-coated silver nanoparticles. Environ. Sci. Technol. 2012, 46(2):752-759.
48. Ma R., Levard C., Judy J.D., Unrine J.M., Durenkamp M., Martin B., Jefferson B., Lowry G.V. Fate of zinc oxide and silver nanoparticles in a pilot wastewater treatment plant and in processed biosolids. Environ. Sci. Technol. 2013, 48(1):104-112.
49. Ma R., Levard C., Michel F.M., Brown G.E., Lowry G.V. Sulfidation mechanism for zinc oxide nanoparticles and the effect of sulfidation on their solubility. Environ. Sci. Technol. 2013, 47(6):2527-2534.
50. Ma R., Stegemeier J., Levard C., Dale J.G., Noack C.W., Yang T., Brown G.E., Lowry G.V. Sulfidation of copper oxide nanoparticles and properties of resulting copper sulfide. Environ. Sci.: Nano 2014, 1(4):347-357.
51. Maynard A. Living in a post-chemistry world - the regulatory challenges of emerging nanotechnologies. 2020 Science: A clear perspective on emerging science and technology 2009, (http://2020science.org/2009/09/11/living-in-a-post-chemistry-world-the-regulatory-challenges-of-emerging-nanotechnologies/).
52. Mayrovitz H.N., Sims N. Biophysical effects of water and synthetic urine on skin. Adv. Skin Wound Care 2001, 14(6):302-308.
53. Moore G.E., Woods L.K. Culture media for human cells-RPMI 1603, RPMI 1634, RPMI 1640 and GEM 1717. TCA Man. / Tissue Cult. Assoc. 1977, 3(1):503-509.
54. NIST (retrieved July 23, 2014). SRM 2781 - Domestic Sludge, in: Linstrom, P.J., Mallard, W.G. (Eds.), NIST Chemistry WebBook, NIST Standard Reference Database Number 69 Gaithersburg MD, 20899, . http://webbook.nist.gov.
55. NIST (retrieved July 23, 2014). SRM 2782 - Industrial Sludge, in: Linstrom, P.J. Mallard, W.G. (Eds.), NIST Chemistry WebBook, NIST Standard Reference Database Number 69 Gaithersburg MD, 20899, . http://webbook.nist.gov.
56. NNI National Nanotechnology Initiative Strategic Plan. E. National Science and Technology Council Committee on Technology; Subcommittee on Nanoscale Science, and Technology 2014.
57. Nowack B., Ranville J.F., Diamond S., Gallego-Urrea J.A., Metcalfe C., Rose J., Horne N., Koelmans A.A., Klaine S.J. Potential scenarios for nanomaterial release and subsequent alteration in the environment. Environ. Toxicol. Chem. 2012, 31(1):50-59.
58. NRC A Research Strategy for the Environmental, Health and Safety Aspects of Engineered Nanomaterials. N. R. Council 2012, The National Academies Press, Washington, D.C.
59. NRC Research Progress on Environmental, Health and Safety Aspects of Engineered Nanomaterials. N. R. Council 2013, The National Academies Press, Washington D.C.
60. OECD Series on the Safety of Manufactured Nanomaterials: Guidance on Sample Preparation and Dosimetry for the Safety Testing of Manufactured Nanomaterials. O. f. E. C.-o. a. Development 2012, No. 36:24-37.
61. OECD Series on the Safety of Manufactured Nanomaterials: Important Issues on Risk Assessment of Manufactured Nanomaterials. O. f. E. C.-o. a. Development 2012, No. 33:24-27.
62. OECD Ecotoxicology and Environmental Fate of Manufactured Nanomaterials: Test Guidelines. O. f. E. C.-o. a. Development 2014, No. 40:19.
63. Park K., Tuttle G., Sinche F., Harper S. Stability of citrate-capped silver nanoparticles in exposure media and their effects on the development of embryonic zebrafish (Danio rerio). Arch. Pharm. Res. 2013, 36(1):125-133.
64. Praetorius A., Scheringer M., Hungerbühler K. Development of environmental fate models for engineered nanoparticles-a case study of TiO2 nanoparticles in the Rhine River. Environ. Sci. Technol. 2012, 46(12):6705-6713.
65. Quadros M.E., Pierson R., Tulve N.S., Willis R., Rogers K., Thomas T.A., Marr L.C. Release of silver from nanotechnology-based consumer products for children. Environ. Sci. Technol. 2013, 47(15):8894-8901.
66. Quik J.T.K., de Klein J.J.M., Koelmans A.A. Spatially explicit fate modelling of nanomaterials in natural waters. Water Res. 2015, 80:200-208.
67. Saleh N.B., Aich N., Plazas-Tuttle J., Lead J.R., Lowry G.V. Research strategy to determine when novel nanohybrids pose unique environmental risks. Environ. Sci.: Nano 2015, 2(1):11-18.
68. Savolainen K., Backman U., Brouwer D., Fadeel B., Fernandes T., Kuhlbusch T., Landsiedel R., Lynch I., Pylkkänen L. Nanosafety in Europe 2015-2025: Towards Safe and sustainable nanomaterials and Nanotechnology Innovations 2013, Finnish Institute of Occupational Health, Helsinki.
69. Sawinska Z., Khachatryan K., Sobiech L., Idziak R., Kosiada T., Skrzypczak G. Use of silver nanoparticles as a fungicide. Przem. Chem. 2014, 93(8):1472-1474.
70. Scheringer M. Nanoecotoxicology: environmental risks of nanomaterials. Nat. Nanotechnol. 2008, 3(6):322-323.
71. Schwarzenbach R.P., Gschwend P.M., Imboden D.M. Organic Liquid-Water Partitioning. Environmental Organic Chemistry 2005, 213-244. John Wiley & Sons, Inc.
72. Sekine R., Brunetti G., Donner E., Khaksar K., Vasilev K., Jämting Å.K., Scheckel K.G., Kappen P., Zhang H., Lombi E. Speciation and lability of Ag-, AgCl-, and Ag2S-nanoparticles in soil determined by X-ray absorption spectroscopy and diffusive gradients in thin films. Environ. Sci. Technol. 2015, 49(2):897-905.
73. Smoluchowski M. Versuch einer Mathematischen Theorie der Koagulations- Kinetik Kolloider Losungen 1917, 92:129.
74. Sotiriou G.A., Watson C., Murdaugh K.M., Darrah T.H., Pyrgiotakis G., Elder A., Brain J.D., Demokritou P. Engineering safer-by-design silica-coated ZnO nanorods with reduced DNA damage potential. Environ. Sci.: Nano 2014, 1(2):144-153.
75. Starnes D.L., Unrine J.M., Starnes C.P., Collin B.E., Oostveen E.K., Ma R., Lowry G.V., Bertsch P.M., Tsyusko O.V. Impact of sulfidation on the bioavailability and toxicity of silver nanoparticles to Caenorhabditis elegans. Environ. Pollut. 2015, 196:239-246.
76. Stone V., Nowack B., Baun A., van den Brink N., von der Kammer F., Dusinska M., Handy R., Hankin S., Hassellov M., Joner E., Fernandes T.F. Nanomaterials for environmental studies: classification, reference material issues, and strategies for physico-chemical characterisation. Sci. Total Environ. 2010, 408:1745-1754.
77. Tandy S., Mundus S., Yngvesson J., de Bang T.C., Lombi E., Schjørring J.K., Husted S. The use of DGT for prediction of plant available copper, zinc and phosphorus in agricultural soils. Plant Soil 2011, 346(1-2):167-180.
78. Therezien M., Thill A., Wiesner M.R. [U+FFFC]Importance of heterogeneous aggregation for NP fate in natural and engineered systems. Sci. Total Environ. 2014, 485-486:309-318.
79. Thomas K., Aguar P., Kawasaki H., Morris J., Nakanishi J., Savage N. Research strategies for safety evaluation of nanomaterials, part VIII: international efforts to develop risk-based safety evaluations for nanomaterials. Toxicol. Sci. 2006, 92(1):23-32.
80. Tran C.L., Donaldson K., Stones V., Fernandez T., Ford A., Christofi N., Ayres J.G., Steiner M., Hurley J.F., Aitken R.J., Seaton A. A Scoping Study to Identify Hazard Data Needs for Addressing the Risks Presented by Nanparticles and Nanotubes 2005, 1-48. Institute of Occupational Medicine.
81. Unrine J.M., Colman B.P., Bone A.J., Gondikas A.P., Matson C.W. Biotic and abiotic interactions in aquatic microcosms determine fate and toxicity of ag nanoparticles. Part 1. Aggregation and dissolution. Environ. Sci. Technol. 2012, 46:6915-6924.
82. Unrine J.M., Shoults-Wilson W.A., Zhurbich O., Bertsch P.M., Tsyusko O.V. Trophic transfer of Au nanoparticles from soil along a simulated terrestrial food chain. Environ. Sci. Technol. 2012, 46(17):9753-9760.
83. Westerhoff P., Nowack B. Searching for global descriptors of engineered nanomaterial fate and transport in the environment. Acc. Chem. Res. 2012, 46(3):844-853.
84. Whitley A.R., Levard C., Oostveen E., Bertsch P.M., Matocha C.J., von der Kammer F., Unrine J.M. Behavior of Ag nanoparticles in soil: effects of particle surface coating, aging and sewage sludge amendment. Environ. Pollut. 2013, 182:141-149.
85. Zhang W., Yao Y., Sullivan N., Chen Y. Modeling the primary size effects of citrate-coated silver nanoparticles on their ion release kinetics. Environ. Sci. Technol. 2011, 45(10):4422-4428.