Microscopic and Spectroscopic Methods Applied to the Measurements of Nanoparticles in the Environment

Abstract: Currently, thousands of commercially available products contain engineered nanoparticles (ENPs). Because numerous nanoparticles (NPs) are being used in products that will be in contact with water or directly used in water treatment processes, these materials will undoubtedly reside, at least temporarily, in bodies of water. Given the widespread use of NPs and ENPs in consumer goods, a large portion of these materials will soon go into the waste stream, potentially to soil and sediments or added directly to agricultural lands via biosolids. Possible impacts of ENPs on aquatic and terrestrial ecosystems are of great concern. Preliminary data from several research groups have shown that ENPs may have a direct impact on food safety and the food chain. However, our knowledge about detection and characterization of NPs in the environment, especially aquatic environments, is still in its infancy. This review includes the most recent literature about the methods applied to the measurement of NPs and ENPs in the environment. The review covers methods to determine size distribution, shape, structure, surface charge, chemical composition, surface area, agglomeration, surface chemistry, porosity, and solubility.

[1]  R. L. Penn,et al.  On the Characterization of Environmental Nanoparticles , 2004, Journal of environmental science and health. Part A, Toxic/hazardous substances & environmental engineering.

[2]  Daniel T Chiu,et al.  Real-time sizing of nanoparticles in microfluidic channels using confocal correlation spectroscopy. , 2006, Journal of the American Chemical Society.

[3]  Francesco Stellacci,et al.  Size Fractionation of Metal Nanoparticles by Membrane Filtration , 2005 .

[4]  S. Pawar,et al.  Influence of annealing temperature on morphological and magnetic properties of La0.9Sr0.1MnO3 , 2011 .

[5]  T. Hofmann,et al.  Using FlFFF and aTEM to determine trace metal-nanoparticle associations in riverbed sediment. , 2010 .

[6]  J. Lead,et al.  Characterization of freshwater natural aquatic colloids by atomic force microscopy (AFM). , 2005, Environmental science & technology.

[7]  E. Kokkoli,et al.  Benign, 3D encapsulation of sensitive mammalian cells in porous silica gels formed by Lys–Sil nanoparticle assembly , 2009 .

[8]  J. Lead,et al.  Characterization of natural aquatic colloids (<5 nm) by flow-field flow fractionation and atomic force microscopy. , 2007, Environmental science & technology.

[9]  B. Tripathi,et al.  Interaction of engineered nanoparticles with various components of the environment and possible strategies for their risk assessment. , 2011, Chemosphere.

[10]  P. Worsfold,et al.  Colloidal Metals in the Tamar Estuary and their Influence on Metal Fractionation by Membrane Filtration , 2006 .

[11]  Jamie R. Lead,et al.  Aquatic Colloids and Nanoparticles: Current Knowledge and Future Trends , 2006 .

[12]  Andrew L. Zydney,et al.  Permeability and selectivity analysis for ultrafiltration membranes , 2005 .

[13]  R. Murray,et al.  Estimation of Size for 1−2 nm Nanoparticles Using an HPLC Electrochemical Detector of Double Layer Charging , 2003 .

[14]  T. Tran,et al.  Nanosized magnetofluorescent Fe3O4-curcumin conjugate for multimodal monitoring and drug targeting , 2010 .

[15]  S. Groh,et al.  Characterization of single Au and SiO2 nano- and microparticles by ICP-OES using monodisperse droplets of standard solutions for calibration , 2010 .

[16]  H. Weinberg,et al.  Evaluating engineered nanoparticles in natural waters , 2011 .

[17]  J. Castillo,et al.  An approach to the natural and engineered nanoparticles analysis in the environment by inductively coupled plasma mass spectrometry , 2011 .

[18]  J. Xiao,et al.  Effect of dissolved organic matter on the stability of magnetite nanoparticles under different pH and ionic strength conditions. , 2010, The Science of the total environment.

[19]  V. Hackley,et al.  Dispersion stability of nanoparticles in ecotoxicological investigations: the need for adequate measurement tools , 2011 .

[20]  Pedro Prádanos,et al.  The effect of protein-protein and protein-membrane interactions on membrane fouling in ultrafiltration , 2000 .

[21]  W. Doub,et al.  Particle size determination of sunscreens formulated with various forms of titanium dioxide , 2009, Drug development and industrial pharmacy.

[22]  Timothy J Shaw,et al.  Transfer of gold nanoparticles from the water column to the estuarine food web. , 2009, Nature nanotechnology.

[23]  J. Hirvonen,et al.  Physicochemical Characterization of Nano- and Microparticles , 2008 .

[24]  Jan D. Miller,et al.  Aggregation of fullerol C60(OH)24 nanoparticles as revealed using flow field-flow fractionation and atomic force microscopy. , 2010, Langmuir : the ACS journal of surfaces and colloids.

[25]  M. Khan,et al.  Non-destructive methods of characterization of risperidone solid lipid nanoparticles. , 2010, European journal of pharmaceutics and biopharmaceutics : official journal of Arbeitsgemeinschaft fur Pharmazeutische Verfahrenstechnik e.V.

[26]  J. Liu Scanning transmission electron microscopy and its application to the study of nanoparticles and nanoparticle systems. , 2005, Journal of electron microscopy.

[27]  David R. Turner,et al.  Competition between iron- and carbon-based colloidal carriers for trace metals in a freshwater assessed using flow field-flow fractionation coupled to ICPMS , 2003 .

[28]  S. Hill,et al.  Pharmacology under the microscope: the use of fluorescence correlation spectroscopy to determine the properties of ligand–receptor complexes , 2007, Trends in pharmacological sciences.

[29]  R. Niessner,et al.  Characterization of sewage plant hydrocolloids using asymmetrical flow field-flow fractionation and ICP-mass spectrometry. , 2005, Water research.

[30]  L. Bergeson,et al.  Analyses of Nanoparticles in the Environment , 2008 .

[31]  R. Barnes,et al.  Flow field-flow fractionation-inductively coupled plasma mass spectrometry for sediment bound trace metal characterization , 2002 .

[32]  Edward S Yeung,et al.  Separation of nanorods by density gradient centrifugation. , 2011, Journal of chromatography. A.

[33]  K. Braeckmans,et al.  FRET-FCS as a tool to evaluate the stability of oligonucleotide drugs after intracellular delivery. , 2005, Journal of controlled release : official journal of the Controlled Release Society.

[34]  M. Baalousha,et al.  Size-based speciation of natural colloidal particles by flow field flow fractionation, inductively coupled plasma-mass spectroscopy, and transmission electron microscopy/X-ray energy dispersive spectroscopy: colloids-trace element interaction. , 2006, Environmental science & technology.

[35]  M. Hassellöv,et al.  Changes in size distribution of fresh water nanoscale colloidal matter and associated elements on mixing with seawater , 2007 .

[36]  J. Fagan,et al.  Size separation of single-wall carbon nanotubes by flow-field flow fractionation. , 2008, Analytical chemistry.

[37]  H. Beck,et al.  Humic colloid-borne natural polyvalent metal ions: dissociation experiment. , 2002, Environmental science & technology.

[38]  S. Kunii,et al.  EXCED – epithermal neutron diffractometer at KENS , 2002 .

[39]  C. Yavuz,et al.  Applying analytical ultracentrifugation to nanocrystal suspensions , 2009, Nanotechnology.

[40]  Richard D. Handy,et al.  The ecotoxicology of nanoparticles and nanomaterials: current status, knowledge gaps, challenges, and future needs , 2008, Ecotoxicology.

[41]  M. Johnston,et al.  Time-resolved chemical composition of individual nanoparticles in urban air. , 2008, Environmental science & technology.

[42]  M. Seah,et al.  Precision, accuracy, and uncertainty in quantitative surface analyses by Auger‐electron spectroscopy and x‐ray photoelectron spectroscopy , 1990 .

[43]  D. R. Baer,et al.  Application of surface chemical analysis tools for characterization of nanoparticles , 2010, Analytical and bioanalytical chemistry.

[44]  Joseph R Lakowicz,et al.  Radiative decay engineering 5: metal-enhanced fluorescence and plasmon emission. , 2005, Analytical biochemistry.

[45]  S. Dobatkin,et al.  Application of electron microscopy and x-ray structural analysis for the determination of sizes of structural elements in nanocrystalline materials (Review) , 2008 .

[46]  J. Peralta-Videa,et al.  Alfalfa sprouts: A natural source for the synthesis of silver nanoparticles , 2003 .

[47]  J. R. Castillo,et al.  Metal associations to microparticles, nanocolloids and macromolecules in compost leachates: size characterization by asymmetrical flow field-flow fractionation coupled to ICP-MS. , 2010, Analytica chimica acta.

[48]  G. Speranza,et al.  Synthesis and characterization of Raman active gold nanoparticles , 2011 .

[49]  Bruce K. Gale,et al.  Nanoparticle analysis using microscale field flow fractionation , 2007, SPIE MOEMS-MEMS.

[50]  D. Lyon,et al.  Antibacterial activity of fullerene water suspensions: effects of preparation method and particle size. , 2006, Environmental science & technology.

[51]  B. Kang,et al.  A novel route to synthesize CdS quantum dots on the surface of silk fibers via γ-radiation , 2008 .

[52]  S. Link,et al.  Fluorescence Correlation Spectroscopy of Magnetite Nanocrystal Diffusion , 2009 .

[53]  Roger Y. Tsien,et al.  Creating new fluorescent probes for cell biology , 2003, Nature Reviews Molecular Cell Biology.

[54]  Chaoqing Dong,et al.  Highly sensitive homogenous immunoassay of cancer biomarker using silver nanoparticles enhanced fluorescence correlation spectroscopy. , 2010, Talanta.

[55]  J. Steevens,et al.  Characterization of silver nanoparticles using flow-field flow fractionation interfaced to inductively coupled plasma mass spectrometry. , 2011, Journal of chromatography. A.

[56]  I. T. Young,et al.  Photobleaching kinetics of fluorescein in quantitative fluorescence microscopy. , 1995, Biophysical journal.

[57]  H. Tanke,et al.  A new approach for fluorescence correlation spectroscopy (FCS) based immunoassays. , 2004, Journal of biotechnology.

[58]  J. Depeyrot,et al.  Chemical analysis of size-tailored magnetic colloids using slurry nebulization in ICP-OES , 2011 .

[59]  Raja Ghosh,et al.  A constant flux based mathematical model for predicting permeate flux decline in constant pressure protein ultrafiltration , 2007 .

[60]  J. Ma,et al.  Preparation of insulin nanoparticles and their encapsulation with biodegradable polyelectrolytes via the layer-by-layer adsorption. , 2006, International journal of pharmaceutics.

[61]  Martin Hassellöv,et al.  Sedimentation field-flow fractionation coupled online to inductively coupled plasma mass spectrometry -- New possibilities for studies of trace metal adsorption onto natural colloids , 1999 .

[62]  K. Tollefsen,et al.  Effects of silver and gold nanoparticles on rainbow trout (Oncorhynchus mykiss) hepatocytes. , 2010, Aquatic toxicology.

[63]  J. Tour,et al.  Synthesis of 14C-Labeled C60, Its Suspension in Water, and Its Uptake by Human Keratinocytes , 1994 .

[64]  M Valcárcel,et al.  Monitoring nanoparticles in the environment , 2009, Analytical and bioanalytical chemistry.

[65]  F. von der Kammer,et al.  Optimisation of asymmetrical flow field flow fractionation for environmental nanoparticles separation. , 2008, Journal of chromatography. A.

[66]  W. Gao,et al.  Membrane fouling control in ultrafiltration technology for drinking water production: A review , 2011 .

[67]  Stephen M. Roberts,et al.  Characterization of the size, shape, and state of dispersion of nanoparticles for toxicological studies , 2007 .

[68]  C. Vaegter,et al.  Membrane mobility and microdomain association of the dopamine transporter studied with fluorescence correlation spectroscopy and fluorescence recovery after photobleaching. , 2007, Biochemistry.

[69]  J. Caro,et al.  Basic Principles of Membrane Technology , 1998 .

[70]  M. Potin-Gautier,et al.  Evaluation of a combined fractionation and speciation approach for study of size-based distribution of organotin species on environmental colloids , 2008, Analytical and bioanalytical chemistry.

[71]  Martin Hassellöv,et al.  Field-flow fractionation and inductively coupled plasma mass spectrometer coupling: History, development and applications , 2010 .

[72]  N. Bârsan,et al.  NONDESTRUCTIVE ASSESSMENT OF THE GRAIN SIZE DISTRIBUTION OF SNO2 NANOPARTICLES BY LOW-FREQUENCY RAMAN SPECTROSCOPY , 1997 .

[73]  S. Wickramasinghe,et al.  Tangential flow filtration for virus purification , 2008 .

[74]  James E Hutchison,et al.  Rapid purification and size separation of gold nanoparticles via diafiltration. , 2006, Journal of the American Chemical Society.

[75]  A. Siripinyanond,et al.  Sedimentation field-flow fractionation-inductively coupled plasma optical emission spectrometry: size-based elemental speciation of air particulates , 2005 .

[76]  J. Ranville,et al.  Analysis of pH dependent uranium(VI) sorption to nanoparticulate hematite by flow field-flow fractionation-inductively coupled plasma mass spectrometry. , 2009, Environmental science & technology.

[77]  Minghou Xu,et al.  Physicochemical properties and potential health effects of nanoparticles from pulverized coal combustion , 2009 .

[78]  M. Hassellöv,et al.  Measurements of nanoparticle number concentrations and size distributions in contrasting aquatic environments using nanoparticle tracking analysis , 2010 .

[79]  H. O N G T A O W A N G,et al.  Stability and Aggregation of Metal Oxide Nanoparticles in Natural Aqueous Matrices , 2010 .

[80]  M. Grasserbauer,et al.  Application of atomic force microscopy to particle sizing , 1999 .

[81]  Jose R. Peralta-Videa,et al.  Formation and Growth of Au Nanoparticles inside Live Alfalfa Plants , 2002 .

[82]  Y. Kuo,et al.  Electrophoretic mobility, zeta potential, and fixed charge density of bovine knee chondrocytes, methyl methacrylate-sulfopropyl methacrylate, polybutylcyanoacrylate, and solid lipid nanoparticles. , 2006, The journal of physical chemistry. B.

[83]  R. Rigler,et al.  Fluorescence correlation spectroscopy with high count rate and low background: analysis of translational diffusion , 1993, European Biophysics Journal.

[84]  H. M. Hosseini,et al.  Effects of particle size, shape and crystal structure on the formation energy of Schottky vacancies in free-standing metal nanoparticles: A model study , 2011 .

[85]  E. Achterberg,et al.  Visualisation of natural aquatic colloids and particles -- a comparison of conventional high vacuum and environmental scanning electron microscopy. , 2005, Journal of environmental monitoring : JEM.

[86]  J. Giddings,et al.  Field-flow fractionation handbook , 2000 .

[87]  M. Dhlamini,et al.  SYNTHESIS AND DEGRADATION OF THE PbS NANOPARTICLE PHOSPHORS EMBEDDED IN SiO2 (SiO2:PbS) , 2007 .

[88]  Vasco Filipe,et al.  Critical Evaluation of Nanoparticle Tracking Analysis (NTA) by NanoSight for the Measurement of Nanoparticles and Protein Aggregates , 2010, Pharmaceutical Research.

[89]  G. G. Leppard,et al.  Electron-optical characterization of nano- and micro-particles in raw and treated waters: an overview. , 2004, Water science and technology : a journal of the International Association on Water Pollution Research.

[90]  G. Thollet,et al.  Wet STEM: a new development in environmental SEM for imaging nano-objects included in a liquid phase. , 2005, Ultramicroscopy.

[91]  Jamie R Lead,et al.  Manufactured nanoparticles: an overview of their chemistry, interactions and potential environmental implications. , 2008, The Science of the total environment.

[92]  J. Lippincott-Schwartz,et al.  Development and Use of Fluorescent Protein Markers in Living Cells , 2003, Science.

[93]  J. Lead,et al.  Size fractionation of aquatic colloids and particles by cross-flow filtration: analysis by scanning electron and atomic force microscopy , 2004 .

[94]  So Youn Kim,et al.  Role of polymer segment-particle surface interactions in controlling nanoparticle dispersions in concentrated polymer solutions. , 2011, Langmuir : the ACS journal of surfaces and colloids.

[95]  M. Hendry,et al.  Complexation of Aqueous Elements by DOC in a Clay Aquitard , 2007, Ground water.

[96]  Elena P Ivanova,et al.  The influence of nano-scale surface roughness on bacterial adhesion to ultrafine-grained titanium. , 2010, Biomaterials.

[97]  Frank von der Kammer,et al.  Separation and characterization of nanoparticles in complex food and environmental samples by field-flow fractionation , 2011 .

[98]  D. Turner,et al.  Particle Size Distributions of Clay-rich Sediments and Pure Clay Minerals: A Comparison of Grain Size Analysis with Sedimentation Field-Flow Fractionation , 2001 .

[99]  H. Geckeis,et al.  Application of asymmetric flow field-flow fractionation (AsFlFFF) coupled to inductively coupled plasma mass spectrometry (ICPMS) to the quantitative characterization of natural colloids and synthetic nanoparticles , 2008, Analytical and bioanalytical chemistry.

[100]  Xiaohua Huang,et al.  Gold Nanorods: From Synthesis and Properties to Biological and Biomedical Applications , 2009, Advanced materials.

[101]  S. Penadés,et al.  Preparation of multifunctional glyconanoparticles as a platform for potential carbohydrate-based anticancer vaccines. , 2007, Carbohydrate research.

[102]  A. Budzanowski,et al.  Transition from thermal to rapid expansion in multifragmentation of gold induced by light relativistic projectiles , 2001 .

[103]  S. Ito,et al.  Nano-Imaging of Polymers by Optical Microscopy , 2005 .

[104]  Michael F Hochella,et al.  Aquatic environmental nanoparticles. , 2007, Journal of environmental monitoring : JEM.

[105]  Delina Y Lyon,et al.  Antibacterial activity of fullerene water suspensions: effects of preparation method and particle size. , 2006, Environmental science & technology.

[106]  Martin Hassellöv,et al.  Analysis and Characterization of Manufactured Nanoparticles in Aquatic Environments , 2009 .

[107]  C. Liu,et al.  Quantum-sized ZnO nanoparticles: Synthesis, characterization and sensing properties for NO2 , 2011 .

[108]  Jennifer L. Monahan,et al.  Size selection and concentration of silver nanoparticles by tangential flow ultrafiltration for SERS-based biosensors. , 2010, Journal of the American Chemical Society.

[109]  C. Sioutas,et al.  A Methodology for Measuring Size-Dependent Chemical Composition of Ultrafine Particles , 2002 .

[110]  E. Fréjafon,et al.  On-line determination of nanometric and sub-micrometric particle physicochemical characteristics using spectral imaging-aided Laser-Induced Breakdown Spectroscopy coupled with a Scanning Mobility Particle Sizer , 2009 .

[111]  D. Turner,et al.  Optimisation of on-channel preconcentration in flow field-flow fractionation for the determination of size distributions of low molecular weight colloidal material in natural waters , 1997 .

[112]  J. Castillo,et al.  Multielement characterization of metal-humic substances complexation by size exclusion chromatography, asymmetrical flow field-flow fractionation, ultrafiltration and inductively coupled plasma-mass spectrometry detection: a comparative approach. , 2006, Journal of chromatography. A.

[113]  David L. Becker,et al.  Confocal Microscopy: Methods and Protocols. , 1999 .

[114]  R. Mandal,et al.  Correlating SAXS analysis with LSPR behavior: poly(vinyl alcohol)-stabilized Ag nanoparticles , 2011 .

[115]  K. Sirkar,et al.  Highly selective membranes in protein ultrafiltration , 2004, Biotechnology and bioengineering.

[116]  R. Köster,et al.  Detection of aquatic colloids in drinking water during its distribution via a water pipeline network. , 2004, Water science and technology : a journal of the International Association on Water Pollution Research.

[117]  Jan D. Miller,et al.  Detection, separation, and quantification of unlabeled silica nanoparticles in biological media using sedimentation field-flow fractionation , 2009 .

[118]  A. Boxall,et al.  Detection and characterization of engineered nanoparticles in food and the environment , 2008, Food additives & contaminants. Part A, Chemistry, analysis, control, exposure & risk assessment.

[119]  Colin R. Janssen,et al.  Fate and effects of CeO2 nanoparticles in aquatic ecotoxicity tests. , 2009, Environmental science & technology.

[120]  Damià Barceló,et al.  Analysis and assessment of the occurrence, the fate and the behavior of nanomaterials in the environment , 2011 .

[121]  Martin Scheringer,et al.  Size-fractionated characterization and quantification of nanoparticle release rates from a consumer spray product containing engineered nanoparticles , 2010 .

[122]  Nathalie Tufenkji,et al.  Characterizing manufactured nanoparticles in the environment: multimethod determination of particle sizes. , 2009, Environmental science & technology.

[123]  S. McLaughlin,et al.  Fluorescence correlation spectroscopy studies of Peptide and protein binding to phospholipid vesicles. , 2004, Biophysical journal.

[124]  M. Hassellöv,et al.  Determination of continuous size and trace element distribution of colloidal material in natural water by on-line coupling of flow field-flow fractionation with ICPMS , 1999 .

[125]  T. Larsson,et al.  Association of calcium with colloidal particles and speciation of calcium in the Kalix and Amazon rivers , 2004 .

[126]  P. Bowen,et al.  Particle Size Distribution Measurement and Assessment of Agglomeration of Commercial Nanosized Ceramic Particles , 2002 .

[127]  T. Hofmann,et al.  Influence of carrier solution ionic strength and injected sample load on retention and recovery of natural nanoparticles using Flow Field-Flow Fractionation. , 2011, Journal of chromatography. A.

[128]  Jamie R Lead,et al.  Nanomaterials in the environment: Behavior, fate, bioavailability, and effects , 2008, Environmental toxicology and chemistry.

[129]  Dirk Tiede,et al.  A robust size-characterisation methodology for studying nanoparticle behaviour in ‘real’ environmental samples, using hydrodynamic chromatography coupled to ICP-MS , 2009 .

[130]  Arezou A Ghazani,et al.  Determining the size and shape dependence of gold nanoparticle uptake into mammalian cells. , 2006, Nano letters.

[131]  A. Timperman,et al.  Quantitative analysis of protein recovery from dilute, large volume samples by tangential flow ultrafiltration , 2005 .

[132]  R. Haskell Physical Characterization of Nanoparticles , 2006 .

[133]  Mamoru Tamura,et al.  Lateral mobility of membrane-binding proteins in living cells measured by total internal reflection fluorescence correlation spectroscopy. , 2006, Biophysical journal.

[134]  K. Jensen,et al.  Direct identification of trace metals in fine and ultrafine particles in the Detroit urban atmosphere. , 2004, Environmental science & technology.

[135]  Munir Cheryan,et al.  Ultrafiltration and Microfiltration Handbook , 1998 .

[136]  James F. Ranville,et al.  Nanoparticle analysis and characterization methodologies in environmental risk assessment of engineered nanoparticles , 2008, Ecotoxicology.

[137]  B. Champagnon,et al.  Orientation of spheroid-shaped silver nanoparticles in mesostructured silica films studied by polarized absorption and low-frequency Raman spectroscopy , 2011 .

[138]  E. Hoek,et al.  Crossflow membrane filtration of interacting nanoparticle suspensions , 2006 .

[139]  S. S. Madaeni,et al.  Influence of photo-induced superhydrophilicity of titanium dioxide nanoparticles on the anti-fouling performance of ultrafiltration membranes , 2011 .

[140]  T. Schwartz,et al.  Investigation of Colloidal Water Content with Laser-induced Breakdown Detection during Drinking Water Purification† , 2002 .

[141]  G. Kino,et al.  Confocal Scanning Optical Microscopy and Related Imaging Systems , 1996 .

[142]  B. Nowack,et al.  Occurrence, behavior and effects of nanoparticles in the environment. , 2007, Environmental pollution.

[143]  Andrew L. Zydney,et al.  Microfiltration and Ultrafiltration: Principles and Applications , 1996 .

[144]  Yan Chen,et al.  Probing protein oligomerization in living cells with fluorescence fluctuation spectroscopy , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[145]  Z. Dohcevic-Mitrovic,et al.  Low-Frequency Raman Spectroscopy of Pure and La-Doped TiO2Nanopowders Synthesized by Sol-Gel Method , 2009 .