Abstract
Engineered iron oxide (Fe3O4) nanoparticles (NPs) were synthesized with a silica shell using a modified alkylsilane approach with o-xylene, as a hydrocarbon media, and transmission electron microscopy (TEM) and single-particle inductively coupled plasma mass spectrometry (spICP-MS) were used to determine the particle size of the Fe3O4 core diameter. In contrast, mass concentrations of the Fe3O4 particles were determined using spICP-MS, using helium (He) as a collision gas to control spectral interferences from ArO and CaO on Fe at m/z 56. Different cell gas flow rates (3, 3.5, and 4 mL/min) and NP’s solution dilution factors from 1:20,000 up to 1:60,000 were investigated; He flow rate of 4 mL/min and a dilution factor of 1:20,000 were found as optimum. The spICP-MS method was calibrated by using gold nanospheres (polystyrene-coated) in toluene as reference material. For the engineered Fe3O4 nanoparticles, TEM. Results gave a (63 ± 6 nm) value for the Fe2O3 core diameter, while spICP-MS was 61.1 ± 4.5 nm (n = 36), demonstrating the excellent agreement among methods. The method was applied for the analysis Fe oxide NPs in petroluem hydrocarbon materials and data compared with TEM. Two standard reference materials (SRMs); NIST 2717a sulfur in residual fuel oil and NIST 8505 vanadium in crude oil were selected. spICP-MS results agreed pretty well among these techniques. These findings suggest that spICP-MS could be useful to characterize Fe-containing particles in complex solution media, such as petroleum hydrocarbons.
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Addo Ntim S, Thomas TA, Noonan GO (2016) Influence of aqueous food simulants on potential nanoparticle detection in migration studies involving nanoenabled food-contact substances. Food Addit Contam A 33:905–912. https://doi.org/10.1080/19440049.2016.1174506
Azimzada A, Tufenkji N, Wilkinson KJ (2017) Transformations of silver nanoparticles in wastewater effluents: links to Ag bioavailability. Environ Sci Nano 4:1339–1349. https://doi.org/10.1039/C7EN00093F
Azodi M, Sultan Y, Ghoshal S (2016) Dissolution behavior of silver nanoparticles and formation of secondary silver nanoparticles in municipal wastewater by single-particle ICP-MS. Environ Sci Technol 50:13318–13327. https://doi.org/10.1021/acs.est.6b03957
Balcaen L, Bolea-Fernandez E, Resano M, Vanhaecke F (2015) Inductively coupled plasma - tandem mass spectrometry (ICP-MS/MS): a powerful and universal tool for the interference-free determination of (ultra)trace elements - a tutorial review. Anal Chim Acta 894:7–19. https://doi.org/10.1016/j.aca.2015.08.053
Bocca B, Caimi S, Senofonte O, Alimonti A, Petrucci F (2018) ICP-MS based methods to characterize nanoparticles of TiO2 and ZnO in sunscreens with focus on regulatory and safety issues. Sci Total Environ 630:922–930. https://doi.org/10.1016/j.scitotenv.2018.02.166
Bolea-Fernandez E, Leite D, Rua-Ibarz A, Liu T, Woods G, Aramendia M, Resano M, Vanhaecke F (2019) On the effect of using collision/reaction cell (CRC) technology in single-particle ICP-mass spectrometry (SP-ICP-MS). Anal Chim Acta 1077:95–106. https://doi.org/10.1016/j.aca.2019.05.077
Campagnolo L, Massimiani M, Vecchione L, Piccirilli D, Toschi N, Magrini A, Bonanno E, Scimeca M, Castagnozzi L, Buonanno G, Stabile L, Cubadda F, Aureli F, Fokkens PHB, Kreyling WG, Cassee FR, Pietroiusti A (2017) Silver nanoparticles inhaled during pregnancy reach and affect the placenta and the foetus. Nanotoxicology. 11:687–698. https://doi.org/10.1080/17435390.2017.1343875
Carbognani L (2000) Effects of iron compounds on the retention of oil polar hydrocarbons over solid sorbents. Pet Sci Technol 18:335–360. https://doi.org/10.1080/10916460008949850
Coleman JG, Kennedy AJ, Bednar AJ, Ranville JF, Laird JG, Harmon AR, Hayes CA, Gray EP, Higgins CP, Lotufo G, Steevens JA (2013) Comparing the effects of nanosilver size and coating variations on bioavailability, internalization, and elimination, using Lumbriculus variegatus. Environ Toxicol Chem 32:2069–2077. https://doi.org/10.1002/etc.2278
Coskuner BG, Maini (1988) No Title. In: Unitar 4lh Int. Conf. Heavy Crude Tar Sands, Alberta, p Paper 119
Dan Y, Shi H, Stephan C, Liang X (2015a) Rapid analysis of titanium dioxide nanoparticles in sunscreens using single particle inductively coupled plasma–mass spectrometry. Microchem J 122:119–126. https://doi.org/10.1016/j.microc.2015.04.018
Dan Y, Zhang W, Xue R, Ma X, Stephan C, Shi H (2015b) Characterization of gold nanoparticle uptake by tomato plants using enzymatic extraction followed by single-particle inductively coupled plasma–mass spectrometry analysis. Environ Sci Technol 49:3007–3014. https://doi.org/10.1021/es506179e
de la Calle I, Menta M, Klein M, Séby F (2017) Screening of TiO2 and Au nanoparticles in cosmetics and determination of elemental impurities by multiple techniques (DLS, SP-ICP-MS, ICP-MS and ICP-OES). Talanta. 171:291–306. https://doi.org/10.1016/j.talanta.2017.05.002
de la Calle I, Menta M, Klein M, Maxit B, Séby F (2018a) Towards routine analysis of TiO2 (nano-)particle size in consumer products: evaluation of potential techniques. Spectrochim Acta B At Spectrosc 147:28–42. https://doi.org/10.1016/j.sab.2018.05.012
de la Calle I, Menta M, Klein M, Séby F (2018b) Study of the presence of micro- and nanoparticles in drinks and foods by multiple analytical techniques. Food Chem 266:133–145. https://doi.org/10.1016/j.foodchem.2018.05.107
Donovan AR, Adams CD, Ma Y, Stephan C, Eichholz T, Shi H (2016a) Detection of zinc oxide and cerium dioxide nanoparticles during drinking water treatment by rapid single particle ICP-MS methods. Anal Bioanal Chem 408:5137–5145. https://doi.org/10.1007/s00216-016-9432-0
Donovan AR, Adams CD, Ma Y, Stephan C, Eichholz T, Shi H (2016b) Single particle ICP-MS characterization of titanium dioxide, silver, and gold nanoparticles during drinking water treatment. Chemosphere. 144:148–153. https://doi.org/10.1016/j.chemosphere.2015.07.081
Dr JG, Hu Y, Dr MB, Prof WPB, Prof YY (2007) Superparamagnetic magnetite colloidal nanocrystal clusters. Angew Chem 46:4342–4345. https://doi.org/10.1002/anie.200700197
Georgantzopoulou A, Almeida Carvalho P, Vogelsang C, Tilahun M, Ndungu K, Booth AM, Thomas KV, Macken A (2018) Ecotoxicological effects of transformed silver and titanium dioxide nanoparticles in the effluent from a lab-scale wastewater treatment system. Environ Sci Technol 52:9431–9441. https://doi.org/10.1021/acs.est.8b01663
Hadioui M, Merdzan V, Wilkinson KJ (2015) Detection and characterization of ZnO nanoparticles in surface and waste waters using single particle ICPMS. Environ Sci Technol 49:6141–6148. https://doi.org/10.1021/acs.est.5b00681
Hu S, Liu R, Zhang S, Huang Z, Xing Z, Zhang X (2009) A new strategy for highly sensitive immunoassay based on single-particle mode detection by inductively coupled plasma mass spectrometry. J Am Soc Mass Spectrom 20:1096–1103. https://doi.org/10.1016/j.jasms.2009.02.005
Jiménez-Lamana J, Slaveykova VI (2016) Silver nanoparticle behaviour in lake water depends on their surface coating. Sci Total Environ 573:946–953. https://doi.org/10.1016/j.scitotenv.2016.08.181
Jokar M, Correia M, Loeschner K (2018) Behavior of silver nanoparticles and ions in food simulants and low fat cow milk under migration conditions. Food Control 89:77–85. https://doi.org/10.1016/j.foodcont.2018.01.023
Joonaki E, Ghanaatian S (2014) The application of nanofluids for enhanced oil recovery: effects on interfacial tension and coreflooding process. Pet Sci Technol 32:2599–2607. https://doi.org/10.1080/10916466.2013.855228
Jordi MA, Khera S, Roland K, Jiang L, Solomon P, Nelson J, Lateef SS, Woods J, Martin L, Martin S, Aiello F, Chen N (2018) Qualitative assessment of extractables from single-use components and the impact of reference standard selection. J Pharm Biomed Anal 150. https://doi.org/10.1016/j.jpba.2017.12.029
Keller AA, Huang Y, Nelson J (2018) Detection of nanoparticles in edible plant tissues exposed to nano-copper using single-particle ICP-MS. J Nanopart Res 20:101. https://doi.org/10.1007/s11051-018-4192-8
Klingberg H, Oddershede LB, Loeschner K, Larsen EH, Loft S, Møller P (2015) Uptake of gold nanoparticles in primary human endothelial cells. Toxicol Res 4:655–666. https://doi.org/10.1039/C4TX00061G
Krause B, Meyer T, Sieg H, Kästner C, Reichardt P, Tentschert J, Jungnickel H, Estrela-Lopis I, Burel A, Chevance S, Gauffre F, Jalili P, Meijer J, Böhmert L, Braeuning A, Thünemann AF, Emmerling F, Fessard V, Laux P, Lampen A, Luch A (2018) Characterization of aluminum, aluminum oxide and titanium dioxide nanomaterials using a combination of methods for particle surface and size analysis. RSC Adv 8:14377–14388. https://doi.org/10.1039/C8RA00205C
Lau HC, Yu M, Nguyen QP (2017) Nanotechnology for oilfield applications: challenges and impact. J Pet Sci Eng 157:1160–1169. https://doi.org/10.1016/j.petrol.2017.07.062
Li C-C, Dang F, Li M, Zhu M, Zhong H, Hintelmann H, Zhou D-M (2017) Effects of exposure pathways on the accumulation and phytotoxicity of silver nanoparticles in soybean and rice. Nanotoxicology. 11:699–709. https://doi.org/10.1080/17435390.2017.1344740
Loeschner K, Brabrand MSJ, Sloth JJ, Larsen EH (2013) Use of alkaline or enzymatic sample pretreatment prior to characterization of gold nanoparticles in animal tissue by single-particle ICPMS. Anal Bioanal Chem 406:3845–3851. https://doi.org/10.1007/s00216-013-7431-y
Loeschner K, Correia M, Chaves CL, Rokkjær I, Sloth JJ (2018) Detection and characterisation of aluminium-containing nanoparticles in Chinese noodles by single particle ICP-MS. Food Addit Contam A 35:86–93. https://doi.org/10.1080/19440049.2017.1382728
Loosli F, Wang J, Rothenberg S, Bizimis M, Winkler C, Borovinskaya O, Flamigni L, Baalousha M (2019) Sewage spills are a major source of titanium dioxide engineered (nano)-particle release into the environment. Environ Sci Nano 6:763–777. https://doi.org/10.1039/C8EN01376D
Martin JD, Telgmann L, Metcalfe CD (2017) A method for preparing silver nanoparticle suspensions in bulk for ecotoxicity testing and ecological risk assessment. Bull Environ Contam Toxicol 98:589–594. https://doi.org/10.1007/s00128-017-2067-9
Merrifield RC, Stephan C, Lead J (2017) Determining the concentration dependent transformations of Ag nanoparticles in complex media: using SP-ICP-MS and Au@Ag core–shell nanoparticles as tracers. Environ Sci Technol 51:3206–3213. https://doi.org/10.1021/acs.est.6b05178
Mitrano DM, Ranville JF, Bednar A, Kazor K, Hering AS, Higgins CP (2014) Tracking dissolution of silver nanoparticles at environmentally relevant concentrations in laboratory{,} natural{,} and processed waters using single particle ICP-MS (spICP-MS). Environ Sci Nano 1:248–259. https://doi.org/10.1039/C3EN00108C
Modrzynska J, Berthing T, Ravn-Haren G, Kling K, Mortensen A, Rasmussen RR, Larsen EH, Saber AT, Vogel U, Loeschner K (2018) In vivo-induced size transformation of cerium oxide nanoparticles in both lung and liver does not affect long-term hepatic accumulation following pulmonary exposure. PLoS One 13:e0202477. https://doi.org/10.1371/journal.pone.0202477
Mozdianfard MR, Behranvand E (2015) Fouling at post desalter and preflash drum heat exchangers of CDU preheat train. Appl Therm Eng 89:783–794. https://doi.org/10.1016/j.applthermaleng.2015.06.045
Nadkarni RAK, Botto RI (2011) Inductively coupled plasma atomic emission spectrometry in the petroleum industry with emphasis on organic solution analysis, in: K.R.A. Nadkarni (Ed.), Spectrosc. Anal. Pet. Prod. Lubr., ASTM International, 100 Barr Harbor Drive, PO Box C700, West Conshohocken, PA 19428–2959: pp. 170–170–38. https://doi.org/10.1520/MONO10110M
National Institute of Standards & Testing, SRM 2717a - Sulfur in Residual Fuel Oil (Nominal Mass Fraction 3%) (2015). https://www-s.nist.gov/srmors/certificates/2717a.pdf
Nelson J, Mccurdy E (2017) Multi-element analysis of petroleum crude oils using an Agilent 7900 ICP-MS, 1–8. https://www.agilent.com/cs/library/applications/7900_ICP-MS_5991-7826EN_application_crude_oil.pdf
Nelson J, Yamanaka M, Lopez-Linares F, Poirier L, Rogel E (2017) Characterization of dissolved metals and metallic nanoparticles in asphaltene solutions by single-particle inductively coupled plasma mass spectrometry. Energy Fuel 31:11971–11976. https://doi.org/10.1021/acs.energyfuels.7b02380
Neubauer N, Scifo L, Navratilova J, Gondikas A, Mackevica A, Borschneck D, Chaurand P, Vidal V, Rose J, von der Kammer F, Wohlleben W (2017) Nanoscale coloristic pigments: upper limits on releases from pigmented plastic during environmental aging, in food contact, and by leaching. Environ Sci Technol 51:11669–11680. https://doi.org/10.1021/acs.est.7b02578
Nwoko KC, Raab A, Cheyne L, Dawson D, Krupp E, Feldmann J (2019) Matrix-dependent size modifications of iron oxide nanoparticles (Ferumoxytol) spiked into rat blood cells and plasma: characterisation with TEM, AF4-UV-MALS-ICP-MS/MS and spICP-MS. J Chromatogr B 1124:356–365. https://doi.org/10.1016/j.jchromb.2019.06.029
Ong K (2014) Determination of impurities in organic solvents used in the semiconductor industry with the NexION 300S/ 350S ICP-MS. https://www.perkinelmer.com/lab-solutions/resources/docs/APP_010279_01NexION300S-ImpuritiesSemiconIPAPGMEA.pdf
Pereira AMA, Zuim FA, Lucas GMS, Oliveira MCK, Pessoa FLP, Carvalho RM (2014) Effect of inorganic solids content in petroleum samples on sludge formation and accumulation. Braz J Pet Gas 8:33–47. https://doi.org/10.5419/bjpg2014-0003
Peters RJB, van Bemmel G, Herrera-Rivera Z, Helsper HPFG, Marvin HJP, Weigel S, Tromp PC, Oomen AG, Rietveld AG, Bouwmeester H (2014) Characterization of titanium dioxide nanoparticles in food products: analytical methods to define nanoparticles. J Agric Food Chem 62:6285–6293. https://doi.org/10.1021/jf5011885
Poirier L, Nelson J, Leong D, Berhane L, Hajdu P, Lopez-Linares F (2016) Application of ICP-MS and ICP-OES on the determination of nickel, vanadium, iron, and calcium in petroleum crude oils via direct dilution. Energy Fuel 30:3783–3790
Poirier L, Nelson J, Gilleland G, Wall S, Berhane L, Lopez-Linares F (2017) Comparison of preparation methods for the determination of metals in petroleum fractions (1000°F+) by microwave plasma atomic emission spectroscopy. Energy Fuel 31. https://doi.org/10.1021/acs.energyfuels.7b00654
Rogel E, Vien J, Morazan H, Lopez-Linares F, Lang J, Benson I, Carbognani Ortega LA, Ovalles C (2017) Subsurface upgrading of heavy oils via solvent deasphalting using asphaltene precipitants. Preparative separations and mechanism of asphaltene precipitation using benzoyl peroxide as precipitant. Energy Fuel 31:9213–9222. https://doi.org/10.1021/acs.energyfuels.7b01588
Ruhland D, Nwoko K, Perez M, Feldmann J, Krupp EM (2019) AF4-UV-MALS-ICP-MS/MS, spICP-MS, and STEM-EDX for the characterization of metal-containing nanoparticles in gas condensates from petroleum hydrocarbon samples. Anal Chem 91:1164–1170. https://doi.org/10.1021/acs.analchem.8b05010
Scanlan LD, Reed RB, Loguinov AV, Antczak P, Tagmount A, Aloni S, Nowinski DT, Luong P, Tran C, Karunaratne N, Pham D, Lin XX, Falciani F, Higgins CP, Ranville JF, Vulpe CD, Gilbert B (2013) Silver nanowire exposure results in internalization and toxicity to Daphnia magna. ACS Nano 7:10681–10694. https://doi.org/10.1021/nn4034103
Stöber W, Fink A, Bohn E (1968) Controlled growth of monodisperse silica spheres in the micron size range. J Colloid Interface Sci 26:62–69. https://doi.org/10.1016/0021-9797(68)90272-5
Sullivan AP, Kilpatrick PK (2002) The effects of inorganic solid particles on water and crude oil emulsion stability. Ind Eng Chem Res 41:3389–3404. https://doi.org/10.1021/ie010927n
Sztukowski DM, Yarranton HW (2004) Characterization and interfacial behavior of oil sands solids implicated in emulsion stability. J Dispers Sci Technol 25:299–310. https://doi.org/10.1081/DIS-120037692
Taboada-López MV, Herbello-Hermelo P, Domínguez-González R, Bermejo-Barrera P, Moreda-Piñeiro A (2019) Enzymatic hydrolysis as a sample pre-treatment for titanium dioxide nanoparticles assessment in surimi (crab sticks) by single particle ICP-MS. Talanta. 195:23–32. https://doi.org/10.1016/j.talanta.2018.11.023
Tarek M (2015) Investigating nano-fluid mixture effects to enhance oil recovery. Proc. - SPE Annu. Tech. Conf. Exhib. 2015-Janua 6803–6813. https://doi.org/10.2118/178739-stu
Tassinari R, Cubadda F, Moracci G, Aureli F, D’Amato M, Valeri M, De Berardis B, Raggi A, Mantovani A, Passeri D, Rossi M, Maranghi F (2014) Oral, short-term exposure to titanium dioxide nanoparticles in Sprague-Dawley rat: focus on reproductive and endocrine systems and spleen. Nanotoxicology. 8:654–662. https://doi.org/10.3109/17435390.2013.822114
Telgmann L, Nguyen MTK, Shen L, Yargeau V, Hintelmann H, Metcalfe CD (2016) Single particle ICP-MS as a tool for determining the stability of silver nanoparticles in aquatic matrixes under various environmental conditions, including treatment by ozonation. Anal Bioanal Chem 408:5169–5177. https://doi.org/10.1007/s00216-016-9685-7
Tou F, Yang Y, Feng J, Niu Z, Pan H, Qin Y, Guo X, Meng X, Liu M, Hochella MF (2017) Environmental risk implications of metals in sludges from waste water treatment plants: the discovery of vast stores of metal-containing nanoparticles. Environ Sci Technol 51:4831–4840. https://doi.org/10.1021/acs.est.6b05931
Venkatesan AK, Rodríguez BT, Marcotte AR, Bi X, Schoepf J, Ranville JF, Herckes P, Westerhoff P (2018) Using single-particle ICP-MS for monitoring metal-containing particles in tap water. Environ Sci Water Res Technol 4:1923–1932. https://doi.org/10.1039/C8EW00478A
Verleysen E, Van Doren E, Waegeneers N, De Temmerman P-J, Abi Daoud Francisco M, Mast J (2015) TEM and SP-ICP-MS analysis of the release of silver nanoparticles from decoration of pastry. J Agric Food Chem 63:3570–3578. https://doi.org/10.1021/acs.jafc.5b00578
Vidmar J, Buerki-Thurnherr T, Loeschner K (2018a) Comparison of the suitability of alkaline or enzymatic sample pre-treatment for characterization of silver nanoparticles in human tissue by single particle ICP-MS. J Anal At Spectrom 33:752–761. https://doi.org/10.1039/C7JA00402H
Vidmar J, Loeschner K, Correia M, Larsen EH, Manser P, Wichser A, Boodhia K, Al-Ahmady ZS, Ruiz J, Astruc D, Buerki-Thurnherr T (2018b) Translocation of silver nanoparticles in the ex vivo human placenta perfusion model characterized by single particle ICP-MS. Nanoscale. 10:11980–11991. https://doi.org/10.1039/C8NR02096E
Vidmar J, Oprčkal P, Milačič R, Mladenovič A, Ščančar J (2018c) Investigation of the behaviour of zero-valent iron nanoparticles and their interactions with Cd2+ in wastewater by single particle ICP-MS. Sci Total Environ 634:1259–1268. https://doi.org/10.1016/j.scitotenv.2018.04.081
Walczak AP, Fokkink R, Peters R, Tromp P, Rivera ZEH, Rietjens IMCM, Hendriksen PJM, Bouwmeester H (2012) Behaviour of silver nanoparticles and silver ions in an in vitro human gastrointestinal digestion model. Nanotoxicology. 7:1198–1210. https://doi.org/10.3109/17435390.2012.726382
Walkner C, Gratzer R, Meisel T, Bokhari SNH (2017) Multi-element analysis of crude oils using ICP-QQQ-MS. Org Geochem 103:22–30. https://doi.org/10.1016/j.orggeochem.2016.10.009
Witzler M, Küllmer F, Hirtz A, Günther K (2016) Validation of gold and silver nanoparticle analysis in fruit juices by single-particle ICP-MS without sample pretreatment. J Agric Food Chem 64:4165–4170. https://doi.org/10.1021/acs.jafc.6b01248
Yang W, Casey JF, Gao Y (2017) A new sample preparation method for crude or fuel oils by mineralization utilizing single reaction chamber microwave for broader multi-element analysis by ICP techniques. Fuel. 206:64–79. https://doi.org/10.1016/j.fuel.2017.05.084
Yoshinori S, Donna H, Yamanaka M (2019) Multielement nanoparticle analysis of semiconductor process chemicals using spICP-QQQ: characterization of Ag, Fe3O4, Al2O3, Au, and SiO2 NPs in TMAH in a single analytical run. https://www.agilent.com/cs/library/applications/application-nanoparticle-semicon-spicp-qqq-5994-0987en-us-agilent.pdf
Zhang S, Han G, Xing Z, Zhang S, Zhang X (2014) Multiplex DNA assay based on nanoparticle probes by single particle inductively coupled plasma mass spectrometry. Anal Chem 86:3541–3547. https://doi.org/10.1021/ac404245z
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Nelson, J., Saunders, A., Poirier, L. et al. Detection of iron oxide nanoparticles in petroleum hydrocarbon media by single-particle inductively coupled plasma mass spectrometry (spICP-MS). J Nanopart Res 22, 304 (2020). https://doi.org/10.1007/s11051-020-05033-z
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DOI: https://doi.org/10.1007/s11051-020-05033-z