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Ameer S, Ibrahim H, Yaseen MU, Kulsoom F, Cinti S, Sher M. Electrochemical Impedance Spectroscopy-Based Sensing of Biofilms: A Comprehensive Review. BIOSENSORS 2023; 13:777. [PMID: 37622863 PMCID: PMC10452506 DOI: 10.3390/bios13080777] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Revised: 07/26/2023] [Accepted: 07/29/2023] [Indexed: 08/26/2023]
Abstract
Biofilms are complex communities of microorganisms that can form on various surfaces, including medical devices, industrial equipment, and natural environments. The presence of biofilms can lead to a range of problems, including infections, reduced efficiency and failure of equipment, biofouling or spoilage, and environmental damage. As a result, there is a growing need for tools to measure and monitor levels of biofilms in various biomedical, pharmaceutical, and food processing settings. In recent years, electrochemical impedance sensing has emerged as a promising approach for real-time, non-destructive, and rapid monitoring of biofilms. This article sheds light on electrochemical sensing for measuring biofilms, including its high sensitivity, non-destructive nature, versatility, low cost, and real-time monitoring capabilities. We also discussed some electrochemical sensing applications for studying biofilms in medical, environmental, and industrial settings. This article also presents future perspectives for research that would lead to the creation of reliable, quick, easy-to-use biosensors mounted on unmanned aerial vehicles (UAVs), and unmanned ground vehicles (UGVs), utilizing artificial intelligence-based terminologies to detect biofilms.
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Affiliation(s)
- Sikander Ameer
- Department of Agricultural and Biosystems Engineering, South Dakota State University, Brookings, SD 57007, USA
| | - Hussam Ibrahim
- Department of Electrical & Computer Engineering, Iowa State University, Ames, IA 50011, USA
| | - Muhammad Usama Yaseen
- Department of Biosystems and Agricultural Engineering, Oklahoma State University, Stillwater, OK 74078, USA
| | - Fnu Kulsoom
- Department of Zoology, Abbottabad University of Science and Technology, Havelian 22500, Pakistan
| | - Stefano Cinti
- Department of Pharmacy, University of Naples “Federico II”, Via D. Montesano 49, 80131 Naples, Italy
- BAT Center-Interuniversity Center for Studies on Bioinspired Agro-Environmental Technology, University of Napoli “Federico II”, 80055 Naples, Italy
| | - Mazhar Sher
- Department of Agricultural and Biosystems Engineering, South Dakota State University, Brookings, SD 57007, USA
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Kosri E, Ibrahim F, Thiha A, Madou M. Micro and Nano Interdigitated Electrode Array (IDEA)-Based MEMS/NEMS as Electrochemical Transducers: A Review. NANOMATERIALS (BASEL, SWITZERLAND) 2022; 12:nano12234171. [PMID: 36500794 PMCID: PMC9741053 DOI: 10.3390/nano12234171] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Accepted: 11/15/2022] [Indexed: 05/28/2023]
Abstract
Micro and nano interdigitated electrode array (µ/n-IDEA) configurations are prominent working electrodes in the fabrication of electrochemical sensors/biosensors, as their design benefits sensor achievement. This paper reviews µ/n-IDEA as working electrodes in four-electrode electrochemical sensors in terms of two-dimensional (2D) planar IDEA and three-dimensional (3D) IDEA configurations using carbon or metal as the starting materials. In this regard, the enhancement of IDEAs-based biosensors focuses on controlling the width and gap measurements between the adjacent fingers and increases the IDEA's height. Several distinctive methods used to expand the surface area of 3D IDEAs, such as a unique 3D IDEA design, integration of mesh, microchannel, vertically aligned carbon nanotubes (VACNT), and nanoparticles, are demonstrated and discussed. More notably, the conventional four-electrode system, consisting of reference and counter electrodes will be compared to the highly novel two-electrode system that adopts IDEA's shape. Compared to the 2D planar IDEA, the expansion of the surface area in 3D IDEAs demonstrated significant changes in the performance of electrochemical sensors. Furthermore, the challenges faced by current IDEAs-based electrochemical biosensors and their potential solutions for future directions are presented herein.
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Affiliation(s)
- Elyana Kosri
- Department of Biomedical Engineering, Faculty of Engineering, Universiti Malaya, Kuala Lumpur 50603, Malaysia
- Centre for Innovation in Medical Engineering (CIME), Faculty of Engineering, Universiti Malaya, Kuala Lumpur 50603, Malaysia
| | - Fatimah Ibrahim
- Department of Biomedical Engineering, Faculty of Engineering, Universiti Malaya, Kuala Lumpur 50603, Malaysia
- Centre for Innovation in Medical Engineering (CIME), Faculty of Engineering, Universiti Malaya, Kuala Lumpur 50603, Malaysia
- Centre of Printable Electronics, Universiti Malaya, Kuala Lumpur 50603, Malaysia
| | - Aung Thiha
- Department of Biomedical Engineering, Faculty of Engineering, Universiti Malaya, Kuala Lumpur 50603, Malaysia
- Centre for Innovation in Medical Engineering (CIME), Faculty of Engineering, Universiti Malaya, Kuala Lumpur 50603, Malaysia
| | - Marc Madou
- Centre for Innovation in Medical Engineering (CIME), Faculty of Engineering, Universiti Malaya, Kuala Lumpur 50603, Malaysia
- Department of Mechanical and Aerospace Engineering, University of California Irvine, Irvine, CA 92697, USA
- School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey 64849, NL, Mexico
- Academia Mexicana de Ciencias, Ciudad de México 14400, CDMX, Mexico
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Concentration and diffusion of the redox probe as key parameters for label-free impedimetric immunosensing. Bioelectrochemistry 2022; 149:108308. [DOI: 10.1016/j.bioelechem.2022.108308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2022] [Revised: 10/15/2022] [Accepted: 10/15/2022] [Indexed: 11/08/2022]
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Subramanian S, Huiszoon RC, Chu S, Bentley WE, Ghodssi R. Microsystems for biofilm characterization and sensing - A review. Biofilm 2020; 2:100015. [PMID: 33447801 PMCID: PMC7798443 DOI: 10.1016/j.bioflm.2019.100015] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Revised: 11/11/2019] [Accepted: 11/26/2019] [Indexed: 11/30/2022] Open
Abstract
Biofilms are the primary cause of clinical bacterial infections and are impervious to typical amounts of antibiotics, necessitating very high doses for elimination. Therefore, it is imperative to have suitable methods for characterization to develop novel methods of treatment that can complement or replace existing approaches using significantly lower doses of antibiotics. This review presents some of the current developments in microsystems for characterization and sensing of bacterial biofilms. Initially, we review current standards for studying biofilms that are based on invasive and destructive end-point biofilm characterization. Additionally, biofilm formation and growth is extremely sensitive to various growth and environmental parameters that cause large variability in biofilms between repeated experiments, making it very difficult to compare experimental repeats and characterize the temporal characteristics of these organisms. To address these challenges, recent developments in the field have moved toward systems and miniature devices that can aid in the non-invasive characterization of bacterial biofilms. Our review focuses on several types of microsystems for biofilm evaluation including optical, electrochemical, and mechanical systems. This review will show how these devices can lead to better understanding of the physiology and function of these communities of bacteria, which can eventually lead to the development of novel treatments that do not rely on high-dosage antibiotics.
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Affiliation(s)
- Sowmya Subramanian
- MEMS Sensors and Actuators Laboratory, University of Maryland, College Park, MD, USA
- Department of Electrical and Computer Engineering, University of Maryland, College Park, MD, USA
- Institute for Systems Research, University of Maryland, College Park, MD, USA
| | - Ryan C. Huiszoon
- MEMS Sensors and Actuators Laboratory, University of Maryland, College Park, MD, USA
- Institute for Systems Research, University of Maryland, College Park, MD, USA
- Fischell Department of Bioengineering, University of Maryland, College Park, MD, USA
- Robert E. Fischell Institute for Biomedical Devices, University of Maryland, College Park, MD, USA
| | - Sangwook Chu
- MEMS Sensors and Actuators Laboratory, University of Maryland, College Park, MD, USA
- Institute for Systems Research, University of Maryland, College Park, MD, USA
- Robert E. Fischell Institute for Biomedical Devices, University of Maryland, College Park, MD, USA
| | - William E. Bentley
- Fischell Department of Bioengineering, University of Maryland, College Park, MD, USA
- Robert E. Fischell Institute for Biomedical Devices, University of Maryland, College Park, MD, USA
| | - Reza Ghodssi
- MEMS Sensors and Actuators Laboratory, University of Maryland, College Park, MD, USA
- Department of Electrical and Computer Engineering, University of Maryland, College Park, MD, USA
- Institute for Systems Research, University of Maryland, College Park, MD, USA
- Fischell Department of Bioengineering, University of Maryland, College Park, MD, USA
- Robert E. Fischell Institute for Biomedical Devices, University of Maryland, College Park, MD, USA
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Microfluidic amperometry with two symmetric Au microelectrodes under one-way and shuttle flow conditions. Electrochim Acta 2019. [DOI: 10.1016/j.electacta.2018.11.128] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
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Wang H, Jiang S, Zhang L, Yu B, Chen D, Yang W, Qian L. High-performance optical projection controllable ZnO nanorod arrays for microweighing sensors. NANOSCALE 2018; 10:4727-4734. [PMID: 29465120 DOI: 10.1039/c7nr09076e] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Optical microweighing sensors are an essential component of micro-force measurements in physical, chemical, and biological detection fields, although, their limited detection range (less than 15°) severely hinders their wide application. Such a limitation is mainly attributed to the essential restrictions of traditional light reflection and optical waveguide modes. Here, we report a high-performance optical microweighing sensor based on the synergistic effects of both a new optical projection mode and a ZnO nanorod array sensor. Ascribed to the unique configuration design of this sensing method, this optical microweighing sensor has a wide detection range (more than 80°) and a high sensitivity of 90 nA deg-1, which is much larger than that of conventional microcantilever-based optical microweighing sensors. Furthermore, the location of the UV light source can be adjusted within a few millimeters, meaning that the microweighing sensor does not need repetitive optical calibration. More importantly, for low height and small incident angles of the UV light source, we can obtain highly sensitive microweighing properties on account of the highly sensitive ZnO nanorod array-based UV sensor. Therefore, this kind of large detection range, non-contact, and non-destructive microweighing sensor has potential applications in air quality monitoring and chemical and biological detection.
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Affiliation(s)
- Hongbo Wang
- Tribology Research Institute, State Key Laboratory of Traction Power, Southwest Jiaotong University, Chengdu 610031, Sichuan, China.
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Komendová M, Metelka R, Urban J. Miniaturized Biamperometric Detectors for Electrochemical Detection in Flowing Streams. ELECTROANAL 2017. [DOI: 10.1002/elan.201700027] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Affiliation(s)
- Martina Komendová
- Department of Analytical Chemistry; Faculty of Chemical Technology; University of Pardubice; Studentská 573 532 10 Pardubice Czech Republic
| | - Radovan Metelka
- Department of Analytical Chemistry; Faculty of Chemical Technology; University of Pardubice; Studentská 573 532 10 Pardubice Czech Republic
| | - Jiří Urban
- Department of Analytical Chemistry; Faculty of Chemical Technology; University of Pardubice; Studentská 573 532 10 Pardubice Czech Republic
- Department of Chemistry; Faculty of Science; Masaryk University; Kamenice 753/5 625 00 Brno Czech Republic
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Redox cycling with ITO electrodes separated by an ultrathin silica nanochannel membrane. Electrochem commun 2016. [DOI: 10.1016/j.elecom.2016.08.016] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
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Lacina K, Vanýsek P, Bednář P, Trnková L, Skládal P. Redox-Pair-Defined Electrochemical Measurements: Biamperometric Setup for Elimination of Interferent Effects and for Sensing of Unstable Redox Systems. ChemElectroChem 2016. [DOI: 10.1002/celc.201600076] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Affiliation(s)
- Karel Lacina
- CEITEC - Central European Institute of Technology; Masaryk University; Kamenice 5 Brno 625 00 Czech Republic
| | - Petr Vanýsek
- Department of Chemistry and Biochemistry, 418 La Tourette Hall; Northern Illinois University; DeKalb IL 60115-2862 USA
- CEITEC - Central European Institute of Technology; Brno University of Technology; Technická 10 Brno 616 00 Czech Republic
| | - Petr Bednář
- Department of Biochemistry; Faculty of Science; Masaryk University; Kamenice 5 Brno 625 00 Czech Republic
| | - Libuše Trnková
- Department of Chemistry; Faculty of Science; Masaryk University; Kamenice 5 Brno 625 00 Czech Republic
| | - Petr Skládal
- CEITEC - Central European Institute of Technology; Masaryk University; Kamenice 5 Brno 625 00 Czech Republic
- Department of Biochemistry; Faculty of Science; Masaryk University; Kamenice 5 Brno 625 00 Czech Republic
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Kamath RR, Madou MJ. Three-Dimensional Carbon Interdigitated Electrode Arrays for Redox-Amplification. Anal Chem 2014; 86:2963-71. [DOI: 10.1021/ac4033356] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Rahul R. Kamath
- Biomedical Engineering, University of California at Irvine, Irvine, California 92697, United States
- Mechanical and Aerospace
Engineering and Biomedical Engineering, University of California at Irvine, Irvine, California 92697, United States
| | - Marc J. Madou
- Biomedical Engineering, University of California at Irvine, Irvine, California 92697, United States
- Mechanical and Aerospace
Engineering and Biomedical Engineering, University of California at Irvine, Irvine, California 92697, United States
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KANNO Y, GOTO T, INO K, INOUE KY, TAKAHASHI Y, SHIKU H, MATSUE T. SU-8-based Flexible Amperometric Device with IDA Electrodes to Regenerate Redox Species in Small Spaces. ANAL SCI 2014; 30:305-9. [DOI: 10.2116/analsci.30.305] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Affiliation(s)
- Yusuke KANNO
- Graduate School of Environmental Studies, Tohoku University
| | - Takehito GOTO
- Graduate School of Environmental Studies, Tohoku University
| | - Kosuke INO
- Graduate School of Environmental Studies, Tohoku University
| | - Kumi Y. INOUE
- Graduate School of Environmental Studies, Tohoku University
| | | | - Hitoshi SHIKU
- Graduate School of Environmental Studies, Tohoku University
| | - Tomokazu MATSUE
- Graduate School of Environmental Studies, Tohoku University
- WPI-Advanced Institute for Materials Research, Tohoku University
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Ma C, Contento NM, Gibson LR, Bohn PW. Redox cycling in nanoscale-recessed ring-disk electrode arrays for enhanced electrochemical sensitivity. ACS NANO 2013; 7:5483-90. [PMID: 23691968 DOI: 10.1021/nn401542x] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
An array of nanoscale-recessed ring-disk electrodes was fabricated using layer-by-layer deposition, nanosphere lithography, and a multistep reactive ion etching process. The resulting device was operated in generator-collector mode by holding the ring electrodes at a constant potential and performing cyclic voltammetry by sweeping the disk potential in Fe(CN)6(3-/4-) solutions. Steady-state response and enhanced (~10×) limiting current were achieved by cycling the redox couple between ring and disk electrodes with high transfer/collection efficiency. The collector (ring) electrode, which is held at a constant potential, exhibits a much smaller charging current than the generator (disk), and it is relatively insensitive to scan rate. A characteristic feature of the nanoscale ring-disk geometry is that the electrochemical reaction occurring at the disk electrodes can be tuned by modulating the potential at the ring electrodes. Measured shifts in Fe(CN)6(3-/4-) concentration profiles were found to be in excellent agreement with finite element method simulations. The main performance metric, the amplification factor, was optimized for arrays containing small diameter pores (r < 250 nm) with minimum electrode spacing and high pore density. Finally, integration of the fabricated array within a nanochannel produced up to 50-fold current amplification as well as enhanced selectivity, demonstrating the compatibility of the device with lab-on-a-chip architectures.
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Affiliation(s)
- Chaoxiong Ma
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, Indiana 46556, USA
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Rahimi M, Youn HY, McCanna DJ, Sivak JG, Mikkelsen SR. Application of cyclic biamperometry to viability and cytotoxicity assessment in human corneal epithelial cells. Anal Bioanal Chem 2013; 405:4975-9. [PMID: 23443523 DOI: 10.1007/s00216-013-6843-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2012] [Revised: 02/11/2013] [Accepted: 02/13/2013] [Indexed: 10/27/2022]
Abstract
The application of cyclic biamperometry to viability and cytotoxicity assessments of human corneal epithelial cells has been investigated. Electrochemical measurements have been compared in PBS containing 5.0 mM glucose and minimal essential growth medium. Three different lipophilic mediators including dichlorophenol indophenol, 2-methyl-1,4-naphthoquinone (also called menadione or vitamin K3) and N,N,N',N'-tetramethyl-p-phenylenediamine have been evaluated for shuttling electrons across the cell membrane to the external medium. Transfer of these electrons to ferricyanide in the extra cellular medium results in the accumulation of ferrocyanide. The amount of ferrocyanide is then determined using cyclic biamperometry and is related to the extent of cell metabolic activity and therefore cell viability. To illustrate cytotoxicity assessment of chemicals, hydrogen peroxide, benzalkonium chloride and sodium dodecyl sulfate have been chosen as sample toxins, the cytotoxicities of which have been evaluated and compared to values reported in the literature. Similar values have been reported using colorimetric assays; however, the simplicity of this electrochemical assay can, in principle, open the way to miniaturization onto lab-on-chip devices and its incorporation into tiered-testing approaches for cytotoxicity assessment.
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Affiliation(s)
- Mehdi Rahimi
- Department of Chemistry and Biochemistry, University of Waterloo, Waterloo, ON, Canada.
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