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Alinezhad A, Khatibi M, Ashrafizadeh SN. Impact of surface charge density modulation on ion transport in heterogeneous nanochannels. Sci Rep 2024; 14:18409. [PMID: 39117730 PMCID: PMC11310325 DOI: 10.1038/s41598-024-69335-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Accepted: 08/02/2024] [Indexed: 08/10/2024] Open
Abstract
The PNP nanotransistor, consisting of emitter, base, and collector regions, exhibits distinct behavior based on surface charge densities and various electrolyte concentrations. In this study, we investigated the impact of surface charge density on ion transport behavior within PNP nanotransistors at different electrolyte concentrations and applied voltages. We employed a finite-element method to obtain steady-state solutions for the Poisson-Nernst-Planck and Navier-Stokes equations. The ions form a depletion region, influencing the ionic current, and we analyze the influence of surface charge density on the depth of this depletion region. Our findings demonstrate that an increase in surface charge density results in a deeper depletion zone, leading to a reduction in ionic current. However, at very low electrolyte concentrations, an optimal surface charge density causes the ion current to reach its lowest value, subsequently increasing with further increments in surface charge density. As such, atV app = + 1 V andC 0 = 1 mM , the ionic current increases by 25% when the surface charge density rises from 5 to 20 mC . m - 2 , whereas atC 0 = 10 mM , the ionic current decreases by 65% with the same increase in surface charge density. This study provides valuable insights into the behavior of PNP nanotransistors and their potential applications in nanoelectronic devices.
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Affiliation(s)
- Amin Alinezhad
- Research Lab for Advanced Separation Processes, Department of Chemical Engineering, Iran University of Science and Technology, NarmakTehran, 16846-13114, Iran
| | - Mahdi Khatibi
- Research Lab for Advanced Separation Processes, Department of Chemical Engineering, Iran University of Science and Technology, NarmakTehran, 16846-13114, Iran
| | - Seyed Nezameddin Ashrafizadeh
- Research Lab for Advanced Separation Processes, Department of Chemical Engineering, Iran University of Science and Technology, NarmakTehran, 16846-13114, Iran.
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Brodowski M, Pierpaoli M, Janik M, Kowalski M, Ficek M, Slepski P, Trzaskowski B, Swain G, Ryl J, Bogdanowicz R. Enhanced susceptibility of SARS-CoV-2 spike RBD protein assay targeted by cellular receptors ACE2 and CD147: Multivariate data analysis of multisine impedimetric response. SENSORS AND ACTUATORS. B, CHEMICAL 2022; 370:132427. [PMID: 35911567 PMCID: PMC9327189 DOI: 10.1016/j.snb.2022.132427] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Revised: 07/20/2022] [Accepted: 07/24/2022] [Indexed: 06/15/2023]
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) enters the cells through the binding of spike protein to the host cell surface-expressing angiotensin-converting enzyme 2 (ACE2) or by endocytosis mediated by extracellular matrix metalloproteinase inducer (CD147). We present extended statistical studies of the multisine dynamic electrochemical impedance spectroscopy (DEIS) revealing interactions between Spike RBD and cellular receptors ACE2 and CD147, and a reference anti-RBD antibody (IgG2B) based on a functionalised boron-doped diamond (BDD) electrode. The DEIS was supported by a multivariate data analysis of a SARS-CoV-2 Spike RBD assay and cross-correlated with the atomic-level information revealed by molecular dynamics simulations. This approach allowed us to study and detect subtle changes in the electrical properties responsible for the susceptibility of cellular receptors to SARS-CoV-2, revealing their interactions. Changes in electrical homogeneity in the function of the RBD concentration led to the conclusion that the ACE2 receptor delivers the most homogeneous surface, delivered by the high electrostatic potential of the relevant docking regions. For higher RBD concentrations, the differences in electrical homogeneity between electrodes with different receptors vanish. Collectively, this study reveals interdependent virus entry pathways involving separately ACE2, CD147, and spike protein, as assessed using a biosensing platform for the rapid screening of cellular interactions (i.e. testing various mutations of SARS-CoV-2 or screening of therapeutic drugs).
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Affiliation(s)
- Mateusz Brodowski
- Division of Electrochemistry and Surface Physical Chemistry, Institute of Nanotechnology and Materials Engineering, Gdańsk University of Technology, 11/12 Narutowicza, 80-233 Gdansk, Poland
- Department of Metrology and Optoelectronics, Gdańsk University of Technology, 11/12 Narutowicza, 80-233 Gdansk, Poland
| | - Mattia Pierpaoli
- Department of Metrology and Optoelectronics, Gdańsk University of Technology, 11/12 Narutowicza, 80-233 Gdansk, Poland
| | - Monika Janik
- Department of Metrology and Optoelectronics, Gdańsk University of Technology, 11/12 Narutowicza, 80-233 Gdansk, Poland
- Faculty of Electronics and Information Technology, Warsaw University of Technology, Koszykowa 75, 00-662 Warsaw, Poland
| | - Marcin Kowalski
- Institute of Biotechnology and Molecular Medicine, 25 Kampinoska, 80-180 Gdańsk, Poland
| | - Mateusz Ficek
- Department of Metrology and Optoelectronics, Gdańsk University of Technology, 11/12 Narutowicza, 80-233 Gdansk, Poland
| | - Pawel Slepski
- Faculty of Chemistry, Gdańsk University of Technology, 11/12 Narutowicza, 80-233 Gdansk, Poland
| | - Bartosz Trzaskowski
- Centre of New Technologies, University of Warsaw, 2c Banach St, 02-097 Warsaw, Poland
| | - Greg Swain
- Department of Chemistry, Michigan State University, 578 S. Shaw Lane, East Lansing, MI 48824-1322, United States
| | - Jacek Ryl
- Division of Electrochemistry and Surface Physical Chemistry, Institute of Nanotechnology and Materials Engineering, Gdańsk University of Technology, 11/12 Narutowicza, 80-233 Gdansk, Poland
| | - Robert Bogdanowicz
- Department of Metrology and Optoelectronics, Gdańsk University of Technology, 11/12 Narutowicza, 80-233 Gdansk, Poland
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Devarakonda S, Ganapathysubramanian B, Shrotriya P. Impedance-Based Nanoporous Anodized Alumina/ITO Platforms for Label-Free Biosensors. ACS APPLIED MATERIALS & INTERFACES 2022; 14:150-158. [PMID: 34937345 DOI: 10.1021/acsami.1c17243] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
We report an experimental and computational approach for the fabrication and characterization of a highly sensitive and responsive label-free biosensor that does not require the presence of redox couples in electrolytes for sensitive electrochemical detection. The sensor is based on an aptamer-functionalized transparent electrode composed of nanoporous anodized alumina (NAA) grown on indium tin oxide (ITO)-covered glass. Electrochemical impedance changes in a thrombin binding aptamer (TBA)-functionalized NAA/ITO/glass electrode due to specific binding of α-thrombin are monitored for protein detection. The aptamer-functionalized electrode enables sensitive and specific thrombin protein detection with a detection limit of ∼10 pM and a high signal-to-noise ratio. The transient impedance of the alumina film-covered surface is computed using a computational electrochemical impedance spectroscopy (EIS) approach and compared to experimental observations to identify the dominant mechanisms underlying the sensor response. The computational and experimental results indicate that the sensing response is due to the modified ionic transport under the combined influence of steric hindrance and surface charge modification due to ligand/receptor binding between α-thrombin and the aptamer-covered alumina film. These results suggest that alumina film-covered electrodes utilize both steric and charge modulation for sensing, leading to tremendous improvement in the sensitivity and signal-to-noise ratio. The film configuration is amenable for miniaturization and can be readily incorporated into existing portable sensing systems.
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Affiliation(s)
- Sivaranjani Devarakonda
- Department of Mechanical Engineering, Iowa State University, Ames, Iowa 50011, United States
| | | | - Pranav Shrotriya
- Department of Mechanical Engineering, Iowa State University, Ames, Iowa 50011, United States
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