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Kitta K, Sakamoto M, Hayakawa K, Nukazuka A, Kano K, Yamamoto T. Nanopore Impedance Spectroscopy Reveals Electrical Properties of Single Nanoparticles for Detecting and Identifying Pathogenic Viruses. ACS OMEGA 2023; 8:14684-14693. [PMID: 37125101 PMCID: PMC10134219 DOI: 10.1021/acsomega.3c00628] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 03/17/2023] [Indexed: 05/03/2023]
Abstract
In the conventional nanopore method, direct current (DC) is used to study molecules and nanoparticles; however, it cannot easily discriminate between materials with similarly sized particles. Herein, we developed an alternating current (AC)-based nanopore method to measure the impedance of a single nanoparticle and distinguish between particles of the same size based on their material characteristics. We demonstrated the performance of this method using impedance measurements to determine the size and frequency characteristics of various particles, ranging in diameter from 200 nm to 1 μm. Furthermore, the alternating current method exhibited high accuracy for biosensing applications, identifying viruses with over 85% accuracy using single-particle measurement and machine learning. Therefore, this novel nanopore method is useful for applications in materials science, biology, and medicine.
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Affiliation(s)
- Kazuki Kitta
- Mechanical
Engineering, Tokyo Institute of Technology, Ishikawadai 1-314, 2-12-1 Ookayama, Meguro-ku, Tokyo 152-8550, Japan
| | - Maami Sakamoto
- Mechanical
Engineering, Tokyo Institute of Technology, Ishikawadai 1-314, 2-12-1 Ookayama, Meguro-ku, Tokyo 152-8550, Japan
| | - Kei Hayakawa
- Material
Research and Innovation Division, DENSO
CORPORATION, 1-1 Showa-cho, Kariya, Aichi 448-8661, Japan
| | - Akira Nukazuka
- Material
Research and Innovation Division, DENSO
CORPORATION, 1-1 Showa-cho, Kariya, Aichi 448-8661, Japan
| | - Kazuhiko Kano
- Material
Research and Innovation Division, DENSO
CORPORATION, 1-1 Showa-cho, Kariya, Aichi 448-8661, Japan
| | - Takatoki Yamamoto
- Mechanical
Engineering, Tokyo Institute of Technology, Ishikawadai 1-314, 2-12-1 Ookayama, Meguro-ku, Tokyo 152-8550, Japan
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Zhou W, Zhao KS. The study of dielectric properties of 4A zeolites dispersed in silicone oil. Colloids Surf A Physicochem Eng Asp 2008. [DOI: 10.1016/j.colsurfa.2007.09.024] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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He K, Zhao K. Dielectric analysis of a nanoscale particle in an aqueous solution of low electrolyte concentration. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2005; 21:11878-87. [PMID: 16316128 DOI: 10.1021/la0510329] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
The dielectric spectra of aqueous suspensions of nanoscale silica particles (8 and 24 nm) with low electrolyte concentrations were investigated as a function of the particle concentration. Obvious dispersions observed in the frequency range of 10-10(5) kHz are explained by the multiple effects of the interfacial polarization and the polarization of counterions by using a two-step model and the corresponding dielectric analytical method arising from the combination of Hanai's method and O'Konski's theory. The phase parameters, which reflect the inner properties of constituent phases of the system, are calculated and discussed in detail. The validity of the two-step model was tested in terms of the standard electrokinetic model deduced from pure theories.
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Affiliation(s)
- Kejuan He
- Department of Chemistry, Beijing Normal University, China
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López-García JJ, Grosse C, Horno J. Analysis of the response of suspended colloidal soft particles to a constant electric field. J Colloid Interface Sci 2005; 286:400-9. [PMID: 15848444 DOI: 10.1016/j.jcis.2005.01.021] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2004] [Accepted: 01/13/2005] [Indexed: 11/16/2022]
Abstract
A network model, originally designed for an electrokinetic study of soft particle suspensions, has been used for an in-depth analysis of the physical behavior of these systems under the action of an externally applied DC electric field. The versatility of the network simulation method used makes it possible to obtain information readily not only about the electrophoretic mobility, but also about any physical variable of interest at all points around the suspended particle: electric potential, ion concentrations, fluid velocity. The field-induced polarization of the double layer is described in terms of the dependence of these and other derived variables (volume charge density, electric field components, ion flux components) on the distance to the membrane-solution interface. In contrast to colloidal suspensions of hard particles, which basically depend on just two parameters (the reciprocal Debye length multiplied by the particle radius, kappaa, and the zeta potential, zeta), soft particle suspensions require a wider parameter set. First, there are two characteristic diffusion lengths in the system (one inside the membrane and the other in the solution) and two geometrical lengths (the core radius a and the membrane thickness (b-a)). Furthermore, there is the fixed charge density inside the membrane (and possibly a surface charge density over the core) that cannot be represented by a zeta potential. Finally, the parameter that characterizes the interaction between the fluid and the permeable membrane, gamma, strongly influences the behavior of the system. Dependences on all these parameters (except the geometrical ones) are included in this study.
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Affiliation(s)
- J J López-García
- Departamento de Física, Universidad de Jaén, Campus Las Lagunillas, Ed. A-3, 23071 Jaén, Spain
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Grosse C, López-García JJ, Horno J. Low-Frequency Dielectric Dispersion in Colloidal Suspensions of Uncharged Insulating Particles. J Phys Chem B 2004. [DOI: 10.1021/jp049382b] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- C. Grosse
- Departamento de Física, Universidad Nacional de Tucumán, Avenida Independencia 1800, 4000 San Miguel de Tucumán, Argentina, Consejo Nacional de Investigaciones Científicas y Técnicas, Argentina, and Facultad de Ciencias Experimentales, Departamento de Física, Universidad de Jaén, Campus de las Lagunillas, Ed. B-3, 23071 Jaén, Spain
| | - J. J. López-García
- Departamento de Física, Universidad Nacional de Tucumán, Avenida Independencia 1800, 4000 San Miguel de Tucumán, Argentina, Consejo Nacional de Investigaciones Científicas y Técnicas, Argentina, and Facultad de Ciencias Experimentales, Departamento de Física, Universidad de Jaén, Campus de las Lagunillas, Ed. B-3, 23071 Jaén, Spain
| | - J. Horno
- Departamento de Física, Universidad Nacional de Tucumán, Avenida Independencia 1800, 4000 San Miguel de Tucumán, Argentina, Consejo Nacional de Investigaciones Científicas y Técnicas, Argentina, and Facultad de Ciencias Experimentales, Departamento de Física, Universidad de Jaén, Campus de las Lagunillas, Ed. B-3, 23071 Jaén, Spain
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Numerical Results for the Dielectric Dispersion Parameters of Colloidal Suspensions. J Colloid Interface Sci 2001. [DOI: 10.1006/jcis.2001.7774] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Green NG, Morgan H. Dielectrophoresis of Submicrometer Latex Spheres. 1. Experimental Results. J Phys Chem B 1998. [DOI: 10.1021/jp9829849] [Citation(s) in RCA: 191] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Nicolas G. Green
- Bioelectronics Research Centre, Department of Electronics and Electrical Engineering, University of Glasgow, Rankine Building, Oakfield Avenue, Glasgow G12 8LT, Scotland, UK
| | - Hywel Morgan
- Bioelectronics Research Centre, Department of Electronics and Electrical Engineering, University of Glasgow, Rankine Building, Oakfield Avenue, Glasgow G12 8LT, Scotland, UK
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Grosse C, Tirado M, Pieper W, Pottel R. Broad Frequency Range Study of the Dielectric Properties of Suspensions of Colloidal Polystyrene Particles in Aqueous Electrolyte Solutions. J Colloid Interface Sci 1998; 205:26-41. [PMID: 9710497 DOI: 10.1006/jcis.1998.5587] [Citation(s) in RCA: 49] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The dielectric properties of suspensions of spherical polystyrene particles with radii of 34 and 50 nm, in aqueous electrolyte solutions were measured in the frequency range of 10 kHz to 30 GHz using HP 4192A impedance and 8753A network analyzers, and double path interferometers. The samples were prepared from the stock suspensions with a high particle concentration (volume fraction of 0.4), which were used either unchanged or diluted with increasing amounts of water down to a concentration of 0.05. The permittivity and total loss spectra showed three well-defined relaxation regions, which could successfully be interpreted using an existing model [Grosse, C., J. Phys. Chem. 92, 3905 (1988)] (corrected by including a term of counterion diffusion on the particle surface). A model spectral function was fitted to the data using seven free parameters: the static conductivity of the electrolyte solution, three parameters associated with the relaxation of the electrolyte solution, and just three parameters for the description of both the counterion and the Maxwell-Wagner relaxations. For different particle concentrations, the values of the surface conductivity (obtained from the Maxwell-Wagner parameters) remained essentially constant, while the low-frequency relaxation parameters exhibited very good agreement with theoretical predictions in Delgado, A. V., Arroyo, F. J., Gonzales-Caballero, F., Shilov, V. N., and Borkovskaya, Yu. B., Colloids Surf. A, in press. Copyright 1998 Academic Press.
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Affiliation(s)
- C Grosse
- Instituto de Fisica, Universidad Nacional de Tucuman, Av. Independencia 1800, San Miguel de Tucuman, 4000, Argentina
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Delgado A, González-caballero F, Arroyo F, Carrique F, Dukhin S, Razilov I. Low frequency dielectric dispersion in ethylcellulose latex. Effect of pH and ionic strength. Colloids Surf A Physicochem Eng Asp 1998. [DOI: 10.1016/s0927-7757(97)00077-0] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Dielectric relaxation of non-conducting colloidal particles in non-binary solutions: mutual enhancement of adsorption oscillations. Colloids Surf A Physicochem Eng Asp 1997. [DOI: 10.1016/s0927-7757(96)03984-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Vogel E, Pauly H. Cluster expansion in density for the dielectric constant of a colloidal model suspension. J Chem Phys 1988. [DOI: 10.1063/1.454858] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Clarkson MT, Smedley SI. Electrical conductivity and permittivity measurements near the percolation transition in a microemulsion: I. Experiment. PHYSICAL REVIEW. A, GENERAL PHYSICS 1988; 37:2070-2078. [PMID: 9899900 DOI: 10.1103/physreva.37.2070] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
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Springer M, Korteweg A, Lyklema J. The relaxation of the double layer around colloid particles and the low-frequency dielectric dispersion. ACTA ACUST UNITED AC 1983. [DOI: 10.1016/s0022-0728(83)80005-9] [Citation(s) in RCA: 58] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Dielectric properties of bacterial chromatophores. J Electroanal Chem (Lausanne) 1983. [DOI: 10.1016/s0022-0728(83)80692-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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