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Bryant G, Alzahrani A, Bryant SJ, Nixon-Luke R, Mata J, Shah R. Advanced scattering techniques for characterisation of complex nanoparticles in solution. Adv Colloid Interface Sci 2024; 334:103319. [PMID: 39488033 DOI: 10.1016/j.cis.2024.103319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Revised: 10/11/2024] [Accepted: 10/17/2024] [Indexed: 11/04/2024]
Abstract
Nanoparticles are vital to a broad range of applications including commercial formulations, sensing and advanced material synthesis. Nanoparticles can come in a variety of shapes including cubes, polyhedra, rods, and prisms, and recent literature has demonstrated the importance of nanoparticle shape to downstream function (such as cellular uptake). While researchers routinely characterise nanoparticle shape using electron microscopy techniques, this generally requires drying of the samples. Many particles (e.g. lipid nanoparticles or polymer particles) change with drying, so complementary solution based techniques are needed. Scattering techniques can be used to characterise such nanoparticles in suspension, overcoming many of the limitations of other techniques. Here we review the current state of the art in the characterisation of complex nanoparticles (non-spherical and multi-layered) using advanced scattering techniques including light, X-ray, and neutron scattering. Recent improvements in instrument availability and data analysis makes these techniques much more accessible to researchers. This review provides an introduction to these techniques aimed at all researchers working with nanoparticles, in the hope that full characterisation of nanoparticles in solution becomes standard practice.
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Affiliation(s)
- Gary Bryant
- School of Science, RMIT University, Melbourne, Australia.
| | - Amani Alzahrani
- School of Science, RMIT University, Melbourne, Australia; College of Science, Al Baha University, Al Baha, Saudi Arabia
| | | | | | - Jitendra Mata
- Australian Centre for Neutron Scattering (ACNS), Australian Nuclear Science and Technology Organization (ANSTO), Sydney, Australia; School of Chemistry, University of New South Wales, Sydney, Australia
| | - Rohan Shah
- School of Health and Biomedical Sciences, RMIT University, Melbourne, Australia; Department of Chemistry and Biotechnology, School of Science, Computing and Engineering Technologies, Swinburne University of Technology, Hawthorn, VIC 3122, Australia
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Nixon-Luke R, Arlt J, Poon WCK, Bryant G, Martinez VA. Probing the dynamics of turbid colloidal suspensions using differential dynamic microscopy. SOFT MATTER 2022; 18:1858-1867. [PMID: 35171181 PMCID: PMC9977356 DOI: 10.1039/d1sm01598b] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Accepted: 01/30/2022] [Indexed: 06/14/2023]
Abstract
Few techniques can reliably measure the dynamics of colloidal suspensions or other soft materials over a wide range of turbidities. Here we systematically investigate the capability of Differential Dynamic Microscopy (DDM) to characterise particle dynamics in turbid colloidal suspensions based on brightfield optical microscopy. We measure the Intermediate Scattering Function (ISF) of polystyrene microspheres suspended in water over a range of concentrations, turbidities, and up to 4 orders of magnitude in time-scales. These DDM results are compared to data obtained from both Dynamic Light Scattering (DLS) and Two-colour Dynamic Light Scattering (TCDLS). The latter allows for suppression of multiple scattering for moderately turbid suspensions. We find that DDM can obtain reliable diffusion coefficients at up to 10 and 1000 times higher particle concentrations than TCDLS and standard DLS, respectively. Additionally, we investigate the roles of the four length-scales relevant when imaging a suspension: the sample thickness L, the imaging depth z, the imaging depth of field DoF, and the photon mean free path . More detailed experiments and analysis reveal the appearance of a short-time process as turbidity is increased, which we associate with multiple scattering events within the imaging depth of the field. The long-time process corresponds to the particle dynamics from which particle-size can be estimated in the case of non-interacting particles. Finally, we provide a simple theoretical framework, ms-DDM, for turbid samples, which accounts for multiple scattering.
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Affiliation(s)
- Reece Nixon-Luke
- School of Science, RMIT University, Melbourne, Victoria 3000, Australia.
| | - Jochen Arlt
- SUPA, School of Physics and Astronomy, The University of Edinburgh, Peter Guthrie Tait Road, Edinburgh, EH9 3FD, UK.
| | - Wilson C K Poon
- SUPA, School of Physics and Astronomy, The University of Edinburgh, Peter Guthrie Tait Road, Edinburgh, EH9 3FD, UK.
| | - Gary Bryant
- School of Science, RMIT University, Melbourne, Victoria 3000, Australia.
| | - Vincent A Martinez
- SUPA, School of Physics and Astronomy, The University of Edinburgh, Peter Guthrie Tait Road, Edinburgh, EH9 3FD, UK.
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Structural aspects of a self-emulsifying multifunctional amphiphilic excipient: Part II. The case of Cremophor EL. J Mol Liq 2021. [DOI: 10.1016/j.molliq.2021.117881] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
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Smith GN, Derry MJ, Hallett JE, Lovett JR, Mykhaylyk OO, Neal TJ, Prévost S, Armes SP. Refractive index matched, nearly hard polymer colloids. Proc Math Phys Eng Sci 2019; 475:20180763. [PMID: 31293354 DOI: 10.1098/rspa.2018.0763] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2018] [Accepted: 05/09/2019] [Indexed: 11/12/2022] Open
Abstract
Refractive index matched particles serve as essential model systems for colloid scientists, providing nearly hard spheres to explore structure and dynamics. The poly(methyl methacrylate) latexes typically used are often refractive index matched by dispersing them in binary solvent mixtures, but this can lead to undesirable changes, such as particle charging or swelling. To avoid these shortcomings, we have synthesized refractive index matched colloids using polymerization-induced self-assembly (PISA) rather than as polymer latexes. The crucial difference is that these diblock copolymer nanoparticles consist of a single core-forming polymer in a single non-ionizable solvent. The diblock copolymer chosen was poly(stearyl methacrylate)-poly(2,2,2-trifluoroethyl methacrylate) (PSMA-PTFEMA), which self-assembles to form PTFEMA core spheres in n-alkanes. By monitoring scattered light intensity, n-tetradecane was found to be the optimal solvent for matching the refractive index of such nanoparticles. As expected for PISA syntheses, the diameter of the colloids can be controlled by varying the PTFEMA degree of polymerization. Concentrated dispersions were prepared, and the diffusion of the PSMA-PTFEMA nanoparticles as a function of volume fraction was measured. These diblock copolymer nanoparticles are a promising new system of transparent spheres for future colloidal studies.
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Affiliation(s)
- Gregory N Smith
- Department of Chemistry, University of Sheffield, Brook Hill, Sheffield S3 7HF, UK
| | - Matthew J Derry
- Department of Chemistry, University of Sheffield, Brook Hill, Sheffield S3 7HF, UK
| | - James E Hallett
- H. H. Wills Physics Laboratory, University of Bristol, Tyndall Avenue, Bristol BS8 1FD, UK
| | - Joseph R Lovett
- Department of Chemistry, University of Sheffield, Brook Hill, Sheffield S3 7HF, UK
| | | | - Thomas J Neal
- Department of Chemistry, University of Sheffield, Brook Hill, Sheffield S3 7HF, UK
| | - Sylvain Prévost
- ESRF, The European Synchrotron, 71 Avenue des Martyrs, 38000 Grenoble, France
| | - Steven P Armes
- Department of Chemistry, University of Sheffield, Brook Hill, Sheffield S3 7HF, UK
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Ojeda-Mendoza GJ, Contreras-Tello H, Rojas-Ochoa LF. Refractive index matching of large polydisperse silica spheres in aqueous suspensions. Colloids Surf A Physicochem Eng Asp 2018. [DOI: 10.1016/j.colsurfa.2017.10.088] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Hall D, Zhao R, Dehlsen I, Mannix EJ, Williams SR, Arisaka F, Goto Y, Carver JA. Protein aggregate turbidity: Simulation of turbidity profiles for mixed-aggregation reactions. Anal Biochem 2016; 498:78-94. [PMID: 26763936 DOI: 10.1016/j.ab.2015.11.021] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2015] [Revised: 11/27/2015] [Accepted: 11/30/2015] [Indexed: 12/11/2022]
Abstract
Due to their colloidal nature, all protein aggregates scatter light in the visible wavelength region when formed in aqueous solution. This phenomenon makes solution turbidity, a quantity proportional to the relative loss in forward intensity of scattered light, a convenient method for monitoring protein aggregation in biochemical assays. Although turbidity is often taken to be a linear descriptor of the progress of aggregation reactions, this assumption is usually made without performing the necessary checks to provide it with a firm underlying basis. In this article, we outline utilitarian methods for simulating the turbidity generated by homogeneous and mixed-protein aggregation reactions containing fibrous, amorphous, and crystalline structures. The approach is based on a combination of Rayleigh-Gans-Debye theory and approximate forms of the Mie scattering equations.
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Affiliation(s)
- Damien Hall
- Research School of Chemistry, Australian National University, Acton, ACT 2601, Australia; Institute for Protein Research, Osaka University, Suita, Osaka 565-0871, Japan.
| | - Ran Zhao
- Research School of Chemistry, Australian National University, Acton, ACT 2601, Australia
| | - Ian Dehlsen
- Research School of Chemistry, Australian National University, Acton, ACT 2601, Australia
| | - Evelyn Jane Mannix
- Research School of Chemistry, Australian National University, Acton, ACT 2601, Australia
| | - Steven R Williams
- Research School of Chemistry, Australian National University, Acton, ACT 2601, Australia
| | - Fumio Arisaka
- Department of Biomolecular Engineering, Graduate School of Bioscience and Biotechnology, Tokyo Institute of Technology, Midori-ku, Yokohama 226-8501, Japan; Advanced Materials Science Center, College of Bioresource Sciences, Nihon University, Chiyoda-ku, Tokyo 102-8275, Japan
| | - Yuji Goto
- Institute for Protein Research, Osaka University, Suita, Osaka 565-0871, Japan
| | - John A Carver
- Research School of Chemistry, Australian National University, Acton, ACT 2601, Australia
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Suresh KI, Bartsch E. Effect of seed characteristics on morphology development in poly(n-butyl acrylate)-poly(n-butyl methacrylate) core-shell dispersions. J Appl Polym Sci 2012. [DOI: 10.1002/app.37858] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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Martinez VA, Thijssen JHJ, Zontone F, van Megen W, Bryant G. Dynamics of hard sphere suspensions using dynamic light scattering and X-ray photon correlation spectroscopy: Dynamics and scaling of the intermediate scattering function. J Chem Phys 2011; 134:054505. [DOI: 10.1063/1.3525101] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Martinez VA, Bryant G, van Megen W. Slow dynamics and aging of a colloidal hard sphere glass. PHYSICAL REVIEW LETTERS 2008; 101:135702. [PMID: 18851462 DOI: 10.1103/physrevlett.101.135702] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/06/2008] [Indexed: 05/26/2023]
Abstract
The intermediate scattering function (ISF) is measured for a colloidal hard-sphere glass as functions of the scattering vector and waiting time. For scattering vectors near the structure factor peak, we show that the ISF and the stretching index, defined at the crossover time between the fast and slow processes, depend algebraically on the waiting time. By contrast, the Debye-Waller factor is independent of the waiting time.
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Affiliation(s)
- V A Martinez
- Department of Applied Physics, Royal Melbourne Institute of Technology, Melbourne, VIC 3000, Australia
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Schöpe HJ, Marnette O, van Megen W, Bryant G. Preparation and characterization of particles with small differences in polydispersity. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2007; 23:11534-11539. [PMID: 17927222 DOI: 10.1021/la7018132] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
Colloidal particles are widely used both in fundamental research and in materials science. One important parameter influencing the physical properties of colloidal materials is the particle size distribution (polydispersity) of the colloidal particles. Recent work on colloidal crystallization has demonstrated that even subtle changes in polydispersity can have significant effects. In this study we present centrifugation techniques for subtly manipulating the width and the shape of the particle size distribution, for polydispersities less than 10%. We use scanning electron microscopy as well as dynamic and static light scattering to characterize the particle size distributions. We compare the results and highlight the difficulties associated with the determination of accurate particle size distributions.
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Affiliation(s)
- H J Schöpe
- Institut für Physik, Johannes Gutenberg-Universität Mainz, Staudingerweg 7, D-55128 Mainz, Germany.
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Zackrisson M, Stradner A, Schurtenberger P, Bergenholtz J. Small-angle neutron scattering on a core-shell colloidal system: a contrast-variation study. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2005; 21:10835-45. [PMID: 16262360 DOI: 10.1021/la051664v] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
Small-angle neutron scattering (SANS) measurements are reported on a sterically stabilized, core-shell colloidal system using contrast variation. Aqueous dispersions of polystyrene particles bearing grafted poly(ethylene glycol) (PEG) have been studied over a large range of particle concentrations and two different solvent conditions for the PEG polymer. SANS data are analyzed quantitatively by modeling the particles as core-shell colloids. In a good solvent and under particle contrast conditions, an effective hard-sphere interaction captures excluded-volume interactions up to high concentrations. Contrast variation, through isotopic substitution of both the core and solvent, expedite a detailed study of the PEG layer, both in the dilute limit and as a function of the particle concentration. Upon diminishing the solvent quality, subtle changes in the PEG layer translate into attractions among particles of moderate magnitude.
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Affiliation(s)
- M Zackrisson
- Department of Chemistry, Göteborg University, Sweden.
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Martin S, Bryant G, van Megen W. Crystallization kinetics of polydisperse colloidal hard spheres: experimental evidence for local fractionation. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2003; 67:061405. [PMID: 16241224 DOI: 10.1103/physreve.67.061405] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2002] [Indexed: 05/04/2023]
Abstract
We present the crystallization kinetics for two polydisperse hard-sphere particle stocks with differing particle size distributions. One of the latexes had a relatively symmetrical distribution, the other had a more polydisperse distribution, which was highly skewed to smaller sizes. The emerging Bragg reflections from the crystallizing samples were measured using a technique that provides improved statistical averaging over our previous methods. It was observed that, for the more polydisperse particles, the onset of nucleation was delayed by up to an order of magnitude in reduced time, and displayed qualitatively different growth behavior compared to the particles with the more symmetric size distribution. Based on these measurements and time lapse photographs, we propose a growth mechanism whereby crystallization occurs in conjunction with a local fractionation process near the crystal-fluid interface, which significantly alters the kinetics of crystallite nucleation and growth. This fractionation effect becomes more significant as polydispersity or skewness increases.
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Affiliation(s)
- S Martin
- Department of Applied Physics, Royal Melbourne Institute of Technology, Australia.
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Bryant G, Williams SR, Qian L, Snook IK, Perez E, Pincet F. How hard is a colloidal "hard-sphere" interaction? PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2002; 66:060501. [PMID: 12513261 DOI: 10.1103/physreve.66.060501] [Citation(s) in RCA: 40] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/21/2002] [Indexed: 05/24/2023]
Abstract
Poly-12-hydroxystearic acid (PHSA) is widely used as a coating on colloidal spheres to provide a "hard-sphere-type" interaction. These hard spheres have been widely used in fundamental studies of nucleation, crystallization, and glass formation. Most authors describe the interaction as "nearly" hard sphere. In this paper we directly measure this interaction, using layers of PHSA adsorbed onto mica sheets in a surfaces force apparatus. We find that the layers, in appropriate solvents, have no long-range interaction. When the solvent is decahydronaphthalene (decalin), the repulsion rises from zero to the maximum measurable over a distance range of 15-20 nm. The data is converted to equivalent forces between spheres of different diameters, and modeled using a hard core potential. Using zeroth-order perturbation theory and computer simulation, we demonstrate that the equation of state does not deviate from that of a perfect hard-sphere system under any relevant experimental conditions.
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Affiliation(s)
- G Bryant
- Department of Applied Physics, Royal Melbourne Institute of Technology, GPO Box 2476V, Melbourne, 3001 Australia.
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Williams SR, van Megen W. Motions in binary mixtures of hard colloidal spheres: melting of the glass. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2001; 64:041502. [PMID: 11690028 DOI: 10.1103/physreve.64.041502] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2001] [Indexed: 05/23/2023]
Abstract
Dynamic light-scattering experiments are performed on binary mixtures of hard-sphere-like colloidal suspensions with a size ratio of 0.6. The optical properties of the particles are such that the relative contrast of the two species is very sensitive to temperature, a feature that is exploited to obtain the three partial coherent intermediate scattering functions. The glass transition is identified by the onset of structural arrest, or arrest of the alpha process, on the time scale of the experiment. This is observed in a one-component suspension at a packing fraction of 0.575. The intermediate scattering functions measured on the mixtures quantify how, on introduction of the smaller spheres, the alpha process is released, i.e., how the glass melts. Increasing the fraction of smaller particles causes the alpha process to speed up but, at a given wave vector, also incurs a change to its amplitude in proportion to the change in the (partial) structure factor.
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Affiliation(s)
- S R Williams
- Department of Applied Physics, Royal Melbourne Institute of Technology, Melbourne, Victoria 3000, Australia
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