Recent Advances in Microfluidics-Based Electrochemical Sensors for Foodborne Pathogen Detection
Abstract
1. Introduction
2. Recognition of Elements of Biosensors and Electrochemical Biosensors
3. Electrochemical Sensors for the Detection of Foodborne Pathogens Using Microfluidic Technology
4. Critical Challenges and Discussions
- (i)
- (ii)
- The reaction must be unaffected by pH, stirring, and temperature. As a result, samples can be analyzed with nominal pretreatment. Co-immobilizing the composition with the enzyme is preferred [150].
- (iii)
- (iv)
- (v)
- Real-time analysis from the biosensor is preferred for the quick determination of analytes from living samples [156].
- (vi)
- The entire biosensor should be affordable, compact, portable, and used by operators with some ability [157].
5. Conclusions and Future Directions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Rivet, C.; Lee, H.; Hirsch, A.; Hamilton, S.; Lu, H. Microfluidics for medical diagnostics and biosensors. Chem. Eng. Sci. 2011, 66, 1490–1507. [Google Scholar] [CrossRef]
- Zhang, Y.; Ozdemir, P. Microfluidic DNA amplification—A review. Anal. Chim. Acta 2009, 638, 115–125. [Google Scholar] [CrossRef] [PubMed]
- Bruijns, B.; van Asten, A.; Tiggelaar, R.; Gardeniers, H. Microfluidic devices for forensic DNA analysis: A review. Biosensors 2016, 6, 41. [Google Scholar] [CrossRef] [PubMed]
- Pumera, M.; Merkoçi, A.; Alegret, S. New materials for electrochemical sensing VII. Microfluidic chip platforms. TrAC Trends Anal. Chem. 2006, 25, 219–235. [Google Scholar] [CrossRef]
- Puneeth, S.B.; Kulkarni, M.B.; Goel, S. Microfluidic viscometers for biochemical and biomedical applications: A review. Eng. Res. Express 2021, 3, 022003. [Google Scholar] [CrossRef]
- Velmurugan, K.; Kulkarni, M.B.; Gupta, I.; Das, R.; Goel, S.; Nirmal, J. Role of Microfluidics in Drug Delivery. In Microfluidics and Multi Organs on Chip; Mohanan, P.V., Ed.; Springer Nature: Singapore, 2022; pp. 107–133. ISBN 978-981-19-1379-2. [Google Scholar]
- Davidson, E.M.; Croal, B.L. Introduction of an Albumin-to-Creatinine Ratio Point-of-Care Device: Analytic, Clinical, and Cost-effectiveness Aspects. Point Care 2003, 2, 89–95. Available online: https://journals.lww.com/poctjournal/Fulltext/2003/06000/Introduction_of_an_Albumin_to_Creatinine_Ratio.3.aspx (accessed on 10 June 2003). [CrossRef]
- Kukkar, D.; Zhang, D.; Jeon, B.H.; Kim, K.-H. Recent advances in wearable biosensors for non-invasive monitoring of specific metabolites and electrolytes associated with chronic kidney disease: Performance evaluation and future challenges. TrAC Trends Anal. Chem. 2022, 150, 116570. [Google Scholar] [CrossRef]
- Asaka, S.; Yoshizawa, A.; Matsuda, K.; Yamaguchi, A.; Yamamoto, H.; Shiina, T.; Nakata, R.; Ogawa, K.; Zhang, M.; Honda, T. A novel, rapid point-of-care test for lung cancer patients to detect epidermal growth factor receptor gene mutations by using real-time droplet-PCR and fresh liquid cytology specimens. Oncol. Rep. 2017, 37, 1020–1026. [Google Scholar] [CrossRef]
- Sciancalepore, A.G.; Polini, A.; Mele, E.; Girardo, S.; Cingolani, R.; Pisignano, D. Rapid nested-PCR for tyrosinase gene detection on chip. Biosens. Bioelectron. 2011, 26, 2711–2715. [Google Scholar] [CrossRef]
- Kulkarni, M.B.; Goel, S. Recent advancements in integrated microthermofluidic systems for biochemical and biomedical applications—A review. Sens. Actuators A Phys. 2022, 341, 113590. [Google Scholar] [CrossRef]
- Kulkarni, M.B.; Goyal, S.; Dhar, A.; Sriram, D.; Goel, S. Miniaturized and IoT Enabled Continuous-Flow-Based Microfluidic PCR Device for DNA Amplification. IEEE Trans. Nanobiosci. 2022, 21, 97–104. [Google Scholar] [CrossRef] [PubMed]
- Kulkarni, M.B.; Goel, S. Miniaturized DNA amplification platform with soft-lithographically fabricated continuous-flow PCR microfluidic device on a portable temperature controller. Microfluid. Nanofluidics 2021, 25, 69. [Google Scholar] [CrossRef]
- Kulkarni, M.B.; Goel, S. Advances in continuous-flow based microfluidic PCR devices—A review. Eng. Res. Express 2020, 2, 042001. [Google Scholar] [CrossRef]
- Gou, T.; Hu, J.; Wu, W.; Ding, X.; Zhou, S.; Fang, W.; Mu, Y. Smartphone-based mobile digital PCR device for DNA quantitative analysis with high accuracy. Biosens. Bioelectron. 2018, 120, 144–152. [Google Scholar] [CrossRef] [PubMed]
- Dutta, G.; Rainbow, J.; Zupancic, U.; Papamatthaiou, S.; Estrela, P. Microfluidic Devices for Label-Free DNA Detection. Chemosensors 2018, 6, 43. [Google Scholar] [CrossRef]
- Zhang, C.; Xing, D.; Li, Y. Micropumps, microvalves, and micromixers within PCR microfluidic chips: Advances and trends. Biotechnol. Adv. 2007, 25, 483–514. [Google Scholar] [CrossRef] [PubMed]
- Bhaiyya, M.; Kulkarni, M.B.; Pattnaik, P.K.; Goel, S. Internet of things-enabled photomultiplier tube- and smartphone-based electrochemiluminescence platform to detect choline and dopamine using 3D-printed closed bipolar electrodes. Luminescence 2022, 37, 357–365. [Google Scholar] [CrossRef] [PubMed]
- Kulkarni, M.B.; Yashas; Enaganti, P.K.; Amreen, K.; Goel, S. Internet of Things enabled portable thermal management system with microfluidic platform to synthesize MnO2 nanoparticles for electrochemical sensing. Nanotechnology 2020, 31, 425504. [Google Scholar] [CrossRef]
- Erickson, D.; Li, D. Integrated microfluidic devices. Anal. Chim. Acta 2004, 507, 11–26. [Google Scholar] [CrossRef]
- Manz, A.; Harrison, D.J.; Verpoorte, E.M.J.; Fettinger, J.C.; Paulus, A.; Lüdi, H.; Widmer, H.M. Planar chips technology for miniaturization and integration of separation techniques into monitoring systems: Capillary electrophoresis on a chip. J. Chromatogr. A 1992, 593, 253–258. [Google Scholar] [CrossRef]
- Kulkarni, M.B.; Goel, S. Microfluidic devices for synthesizing nanomaterials—A review. Nano Express 2020, 1, 032004. [Google Scholar] [CrossRef]
- Fair, R.B.; Khlystov, A.; Tailor, T.D.; Ivanov, V.; Evans, R.D.; Srinivasan, V.; Pamula, V.K.; Pollack, M.G.; Griffin, P.B.; Zhou, J. Chemical and biological applications of digital-microfluidic devices. IEEE Des. Test Comput. 2007, 24, 10–24. [Google Scholar] [CrossRef]
- Kulkarni, M.B.; Goel, S. A Review on Recent Advancements in Chamber-Based Microfluidic PCR Devices. In Microelectronics and Signal Processing; CRC Press: Boca Raton, FL, USA, 2021; pp. 49–70. [Google Scholar]
- Dmytryshyn, B. Microfluidic cell culture systems and cellular analysis. In Proceedings of the 2011 7th International Conference on Perspective Technologies and Methods in MEMS Design, MEMSTECH 2011, Polyana, Ukraine, 11–14 May 2011; Volume 1, pp. 193–196. [Google Scholar]
- Kulkarni, M.B.; Salve, M.; Goel, S. Miniaturized Thermal Monitoring Module with CO2 Laser Ablated Microfluidic Device for Electrochemically Validated DNA Amplification. IEEE Trans. Instrum. Meas. 2021, 70, 1–8. [Google Scholar] [CrossRef]
- Currin, S.D.; Gondwe, M.S.; Mayindi, N.B.; Chipungu, S.; Khoza, B.L.; Tollman, S.; Fabian, J.; George, J.A. Diagnostic accuracy of semiquantitative point of care urine albumin to creatinine ratio and urine dipstick analysis in a primary care resource limited setting in South Africa. BMC Nephrol. 2021, 22, 103. [Google Scholar] [CrossRef] [PubMed]
- Soni, A.; Kumar, R.; Kumar, S. Chemical Smartphone based optical biosensor for the detection of urea in saliva. Sens. Actuators B Chem. 2018, 269, 346–353. [Google Scholar] [CrossRef]
- Ding, X.; Srinivasan, B.; Tung, S. Development and Applications of Portable Biosensors. J. Lab. Autom. 2015, 20, 365–389. [Google Scholar] [CrossRef]
- Zhang, L.; Ding, B.; Chen, Q.; Feng, Q.; Lin, L.; Sun, J. Point-of-care-testing of nucleic acids by microfluidics. TrAC Trends Anal. Chem. 2017, 94, 106–116. [Google Scholar] [CrossRef]
- Wang, D.; Chan, H.N.; Liu, Z.; Micheal, S.; Li, L.; Baniani, D.B.; Tan, M.J.A.; Huang, L.; Wang, J. Recent Developments in Microfluidic-Based Point-of-care Testing (POCT) Diagnoses. In Nanotechnology and Microfluidics; Wiley-VCH: Weinheim, Germany, 2020. [Google Scholar]
- Alsaba, M.T.; Al, M.F.; Ahmed, D. A comprehensive review of nanoparticles applications in the oil and gas industry. J. Pet. Explor. Prod. Technol. 2020, 10, 1389–1399. [Google Scholar] [CrossRef]
- Kulkarni, M.B.; Ayachit, N.H.; Aminabhavi, T.M. Biosensors and Microfluidic Biosensors: From Fabrication to Application. Biosensors 2022, 12, 543. [Google Scholar] [CrossRef]
- Chou, J.C.; Wu, C.Y.; Kuo, P.Y.; Lai, C.H.; Nien, Y.H.; Wu, Y.X.; Lin, S.H.; Liao, Y.H. The Flexible Urea Biosensor Using Magnetic Nanoparticles. IEEE Trans. Nanotechnol. 2019, 18, 484–490. [Google Scholar] [CrossRef]
- Roy, A.; Ray, A.; Saha, S.; Ghosh, M.; Das, T.; Satpati, B.; Nandi, M.; Das, S. NiO-CNT composite for high performance supercapacitor electrode and oxygen evolution reaction. Electrochim. Acta 2018, 283, 327–337. [Google Scholar] [CrossRef]
- Chen, J.; Meng, H.; Tian, Y.; Yang, R.; Du, D.; Li, Z.; Qu, L.; Lin, Y. Recent advances in functionalized MnO2 nanosheets for biosensing and biomedicine applications. Nanoscale Horiz. 2019, 4, 434–444. [Google Scholar] [CrossRef] [PubMed]
- Pal, A.; Kulkarni, M.B.; Gupta, H.; Ponnalagu, R.N.; Dubey, S.K.; Goel, S. Portable and Autonomous Device for Real-time Colorimetric Detection: Validation for Phosphorous and Nitrite Detection. Sens. Actuators A Phys. 2021, 330, 112896. [Google Scholar] [CrossRef]
- Srikanth, S.; Dudala, S.; Jayapiriya, U.S.; Mohan, J.M.; Raut, S.; Dubey, S.K.; Ishii, I.; Javed, A.; Goel, S. Droplet-based lab-on-chip platform integrated with laser ablated graphene heaters to synthesize gold nanoparticles for electrochemical sensing and fuel cell applications. Sci. Rep. 2021, 11, 9750. [Google Scholar] [CrossRef] [PubMed]
- Thakur, M.; Wang, B.; Verma, M.L. Development and applications of nanobiosensors for sustainable agricultural and food industries: Recent developments, challenges and perspectives. Environ. Technol. Innov. 2022, 26, 102371. [Google Scholar] [CrossRef]
- Kulkarni, M.B.; Channappa Bhyri, D.; Vanjerkhede, K. Brain Tumor Detection using Random Walk Solver Based Segmentation from MRI. Microsc. Res. Tech. 2018, 20, 4501–4518. [Google Scholar]
- Holzinger, M.; Le Goff, A.; Cosnier, S. Nanomaterials for biosensing applications: A review. Front. Chem. 2014, 2, 63. [Google Scholar] [CrossRef]
- Fernández-Carballo, B.L.; McBeth, C.; McGuiness, I.; Kalashnikov, M.; Baum, C.; Borrós, S.; Sharon, A.; Sauer-Budge, A.F. Continuous-flow, microfluidic, qRT-PCR system for RNA virus detection. Anal. Bioanal. Chem. 2018, 410, 33–43. [Google Scholar] [CrossRef] [PubMed]
- Skottrup, P.D.; Nicolaisen, M.; Justesen, A.F. Towards on-site pathogen detection using antibody-based sensors. Biosens. Bioelectron. 2008, 24, 339–348. [Google Scholar] [CrossRef]
- Khaliliazar, S.; Ouyang, L.; Piper, A.; Chondrogiannis, G.; Hanze, M.; Herland, A.; Herland, A.; Hamedi, M.M. Electrochemical Detection of Genomic DNA Utilizing Recombinase Polymerase Amplification and Stem-Loop Probe. ACS Omega 2020, 5, 12103–12109. [Google Scholar] [CrossRef]
- Kulkarni, M.B.; Ayachit, N.H.; Aminabhavi, T.M. Recent Advancements in Nanobiosensors: Current Trends, Challenges, Applications, and Future Scope. Biosensors 2022, 12, 892. [Google Scholar] [CrossRef]
- Pérez-Fernández, B.; de la Escosura-Muñiz, A. Electrochemical biosensors based on nanomaterials for aflatoxins detection: A review (2015–2021). Anal. Chim. Acta 2022, 1212, 339658. [Google Scholar] [CrossRef]
- Sheen, H.-J.; Panigrahi, B.; Kuo, T.-R.; Hsu, W.-C.; Chung, P.-S.; Xie, Q.-Z.; Lin, C.-Y.; Chang, Y.-S.; Lin, C.-T.; Fan, Y.-J. Electrochemical biosensor with electrokinetics-assisted molecular trapping for enhancing C-reactive protein detection. Biosens. Bioelectron. 2022, 210, 114338. [Google Scholar] [CrossRef]
- Lin, C.-Y.; Nhat Nguyen, U.T.; Hsieh, H.-Y.; Tahara, H.; Chang, Y.-S.; Wang, B.-Y.; Gu, B.-C.; Dai, Y.-H.; Wu, C.-C.; Tsai, I.-J.; et al. Peptide-based electrochemical sensor with nanogold enhancement for detecting rheumatoid arthritis. Talanta 2022, 236, 122886. [Google Scholar] [CrossRef] [PubMed]
- Reddy, Y.V.M.; Shin, J.H.; Palakollu, V.N.; Sravani, B.; Choi, C.-H.; Park, K.; Kim, S.-K.; Madhavi, G.; Park, J.P.; Shetti, N.P. Strategies, advances, and challenges associated with the use of graphene-based nanocomposites for electrochemical biosensors. Adv. Colloid Interface Sci. 2022, 304, 102664. [Google Scholar] [CrossRef] [PubMed]
- Kampeera, J.; Pasakon, P.; Karuwan, C.; Arunrut, N.; Sappat, A.; Sirithammajak, S.; Dechokiattawan, N.; Sumranwanich, T.; Chaivisuthangkura, P.; Ounjai, P.; et al. Point-of-care rapid detection of Vibrio parahaemolyticus in seafood using loop-mediated isothermal amplification and graphene-based screen-printed electrochemical sensor. Biosens. Bioelectron. 2019, 132, 271–278. [Google Scholar] [CrossRef] [PubMed]
- Ren, R.; Lu, D.; Liu, T. Development of a sandwich-type rat small intestine tissue sensor for detecting resveratrol and its receptors. Biomed. Microdevices 2021, 23, 13. [Google Scholar] [CrossRef]
- Kulkarni, M.B. Detection of Brain Tumor Using K-Means Clustering. Int. J. Sci. Res. 2016, 5, 420–423. [Google Scholar] [CrossRef]
- Ankri, S.; Mirelman, D. Antimicrobial properties of allicin from garlic. Microbes Infect. 1999, 1, 125–129. [Google Scholar] [CrossRef]
- Gui, Q.; Lawson, T.; Shan, S.; Yan, L.; Liu, Y. The application of whole cell-based biosensors for use in environmental analysis and in medical diagnostics. Sensors 2017, 17, 1623. [Google Scholar] [CrossRef]
- Aquino, A.; Conte-Junior, C.A. A Systematic Review of Food Allergy: Nanobiosensor and Food Allergen Detection. Biosensors 2020, 10, 194. [Google Scholar] [CrossRef] [PubMed]
- Leong, D.; Alvarez-Ordóñez, A.; Jordan, K. Monitoring occurrence and persistence of Listeria monocytogenes in foods and food processing environments in the Republic of Ireland. Front. Microbiol. 2014, 5, 436. [Google Scholar] [CrossRef] [PubMed]
- Alava, T.; Berthet-Duroure, N.; Ayela, C.; Trévisiol, E.; Pugnière, M.; Morel, Y.; Rameil, P.; Nicu, L. Parallel acoustic detection of biological warfare agents surrogates by means of piezoelectric immunochips. Sens. Actuators B Chem. 2009, 138, 532–538. [Google Scholar] [CrossRef]
- Oh, S.J.; Park, B.H.; Choi, G.; Seo, J.H.; Jung, J.H.; Choi, J.S.; Kim, D.H.; Seo, T.S. Fully automated and colorimetric foodborne pathogen detection on an integrated centrifugal microfluidic device. Lab Chip 2016, 16, 1917–1926. [Google Scholar] [CrossRef]
- Pandey, P.; Merwyn, S.; Agarwal, G.S.; Tripathi, B.K.; Pant, S.C. Electrochemical synthesis of multi-armed CuO nanoparticles and their remarkable bactericidal potential against waterborne bacteria. J. Nanoparticle Res. 2012, 14, 709. [Google Scholar] [CrossRef]
- Beno, S.M.; Stasiewicz, M.J.; Andrus, A.D.; Ralyea, R.D.; Kent, D.J.; Martin, N.H.; Wiedmann, M.; Boor, K.J. Development and validation of pathogen environmental monitoring programs for small cheese processing facilities. J. Food Prot. 2016, 79, 2095–2106. [Google Scholar] [CrossRef]
- Kant, K.; Shahbazi, M.A.; Dave, V.P.; Ngo, T.A.; Chidambara, V.A.; Than, L.Q.; Bang, D.D.; Wolff, A. Microfluidic devices for sample preparation and rapid detection of foodborne pathogens. Biotechnol. Adv. 2018, 36, 1003–1024. [Google Scholar] [CrossRef]
- Kuang, H.; Zhao, Y.; Ma, W.; Xu, L.; Wang, L.; Xu, C. Recent developments in analytical applications of quantum dots. TrAC Trends Anal. Chem. 2011, 30, 1620–1636. [Google Scholar] [CrossRef]
- Hertneky, B.; Eger, J.; Bailly, M.; Christen, J.B. Mobile and Efficient Temperature and Humidity Control Chamber for Point-of-Care Diagnostics. In Proceedings of the 2019 IEEE Healthcare Innovations and Point of Care Technologies, HI-POCT 2019, Bethesda, MD, USA, 20–22 November 2019; pp. 159–162. [Google Scholar] [CrossRef]
- Si, H.; Xu, G.; Jing, F.; Sun, P.; Zhao, D.; Wu, D. A multi-volume microfluidic device with no reagent loss for low-cost digital PCR application. Sens. Actuators B Chem. 2020, 318, 128197. [Google Scholar] [CrossRef]
- Soy, S.; Sharma, S.R.; Nigam, V.K. Bio-fabrication of thermozyme-based nano-biosensors: Their components and present scenario. J. Mater. Sci. Mater. Electron. 2022, 33, 5523–5533. [Google Scholar] [CrossRef]
- Bhatt, G.; Bhattacharya, S. Biosensors on chip: A critical review from an aspect of micro/nanoscales. J. Micromanufacturing 2019, 2, 198–219. [Google Scholar] [CrossRef]
- Azizipour, N.; Avazpour, R.; Rosenzweig, D.H.; Sawan, M.; Ajji, A. Evolution of biochip technology: A review from lab-on-a-chip to organ-on-a-chip. Micromachines 2020, 11, 599. [Google Scholar] [CrossRef] [PubMed]
- Kulkarni, M.B.; Velmurugan, K.; Prasanth, E.; Amreen, K.; Nirmal, J.; Goel, S. Smartphone enabled miniaturized temperature controller platform to synthesize nio/cuo nanoparticles for electrochemical sensing and nanomicelles for ocular drug delivery applications. Biomed. Microdevices 2021, 23, 31. [Google Scholar] [CrossRef] [PubMed]
- Samiei, E.; Tabrizian, M.; Hoorfar, M. A review of digital microfluidics as portable platforms for lab-on a-chip applications. Lab Chip 2016, 16, 2376–2396. [Google Scholar] [CrossRef] [PubMed]
- Wang, Z.L. Triboelectric nanogenerators as new energy technology for self-powered systems and as active mechanical and chemical sensors. ACS Nano 2013, 7, 9533–9557. [Google Scholar] [CrossRef] [PubMed]
- Lee, T.Y.; Han, K.; Barrett, D.O.; Park, S.; Soper, S.A.; Murphy, M.C. Accurate, predictable, repeatable micro-assembly technology for polymer, microfluidic modules. Sens. Actuators B Chem. 2018, 254, 1249–1258. [Google Scholar] [CrossRef]
- Maduraiveeran, G.; Chen, A. Design of an enzyme-mimicking NiO@Au nanocomposite for the sensitive electrochemical detection of lactic acid in human serum and urine. Electrochim. Acta 2021, 368, 137612. [Google Scholar] [CrossRef]
- Stobiecka, A.; Radecka, H.; Radecki, J. Novel voltammetric biosensor for determining acrylamide in food samples. Biosens. Bioelectron. 2007, 22, 2165–2170. [Google Scholar] [CrossRef]
- Nath, D.; Sai Kiran, P.; Rewatkar, P.; Krishnamurthy, B.; Sankar Ganesh, P.; Goel, S. Escherichia coli Fed Paper-Based Microfluidic Microbial Fuel Cell with MWCNT Composed Bucky Paper Bioelectrodes. IEEE Trans. Nanobiosci. 2019, 18, 510–515. [Google Scholar] [CrossRef]
- Salve, M.; Amreen, K.; Pattnaik, P.K.; Goel, S. Miniaturized Platform with Nanocomposite Optimized Pencil Electrodes for Selective Non-Interfering Electrochemical Sensing. IEEE Trans. Nanotechnol. 2020, 19, 575–578. [Google Scholar] [CrossRef]
- Bandapati, M.; Krishnamurthy, B.; Goel, S. Fully assembled membraneless glucose biofuel cell with MWCNT modified pencil graphite leads as novel bioelectrodes. IEEE Trans. Nanobiosci. 2019, 18, 170–175. [Google Scholar] [CrossRef]
- Bandapati, M.; Goel, S.; Krishnamurthy, B. Platinum utilization in proton exchange membrane fuel cell and direct methanol fuel cell—Review. J. Electrochem. Sci. Eng. 2019, 9, 281–310. [Google Scholar] [CrossRef]
- Mohan, J.M.; Amreen, K.; Javed, A.; Dubey, S.K.; Goel, S. Modified Graphite Paper Based Miniaturized Electrochemically Optimized Hydrazine Sensing Platform. ECS J. Solid State Sci. Technol. 2020, 9, 115001. [Google Scholar] [CrossRef]
- Amreen, K.; Nisha, S.; Senthil Kumar, A. Undiluted human whole blood uric acid detection using a graphitized mesoporous carbon modified electrode: A potential tool for clinical point-of-care uric acid diagnosis. Analyst 2018, 143, 1560–1567. [Google Scholar] [CrossRef]
- Chen, Y.-S.; Huang, C.-H.; Pai, P.-C.; Seo, J.; Lei, K.F. A Review on Microfluidics-Based Impedance Biosensors. Biosensors 2023, 13, 83. [Google Scholar] [CrossRef]
- Kashyap, D.; Yadav, R.S.; Gohil, S.; Venkateswaran, P.S.; Pandey, J.K.; Kim, G.M.; Kim, Y.H.; Dwivedi, P.K.; Sharma, A.; Ayyub, P.; et al. Fabrication of vertically aligned copper nanotubes as a novel electrode for enzymatic biofuel cells. Electrochim. Acta 2015, 167, 213–218. [Google Scholar] [CrossRef]
- Kesavan, G.; Nataraj, N.; Chen, S.M.; Lin, L.H. Hydrothermal synthesis of NiFe2O4 nanoparticles as an efficient electrocatalyst for the electrochemical detection of bisphenol A. New J. Chem. 2020, 44, 7698–7707. [Google Scholar] [CrossRef]
- Röhlen, D.L.; Pilas, J.; Dahmen, M.; Keusgen, M.; Selmer, T.; Schöning, M.J. Toward a hybrid biosensor system for analysis of organic and volatile fatty acids in fermentation processes. Front. Chem. 2018, 6, 1–11. [Google Scholar] [CrossRef] [PubMed]
- Shu, Y.; Yan, Y.; Chen, J.; Xu, Q.; Pang, H.; Hu, X. Ni and NiO Nanoparticles Decorated Metal-Organic Framework Nanosheets: Facile Synthesis and High-Performance Nonenzymatic Glucose Detection in Human Serum. ACS Appl. Mater. Interfaces 2017, 9, 22342–22349. [Google Scholar] [CrossRef] [PubMed]
- Holonyak, N.; Bevacqua, S.F. Coherent (visible) light emission from Ga(As1−xPx) junctions. Appl. Phys. Lett. 1962, 1, 82–83. [Google Scholar] [CrossRef]
- Sung, W.J.; Bae, Y.H. Glucose oxidase, lactate oxidase, and galactose oxidase enzyme electrode based on polypyrrole with polyanion/PEG/enzyme conjugate dopant. Sens. Actuators B Chem. 2006, 114, 164–169. [Google Scholar] [CrossRef]
- Karimi-Maleh, H.; Orooji, Y.; Karimi, F.; Alizadeh, M.; Baghayeri, M.; Rouhi, J.; Tajik, S.; Beitollahi, H.; Agarwal, S.; Gupta, V.K.; et al. A critical review on the use of potentiometric based biosensors for biomarkers detection. Biosens. Bioelectron. 2021, 184, 113252. [Google Scholar] [CrossRef] [PubMed]
- Shaibani, P.M.; Etayash, H.; Jiang, K.; Sohrabi, A.; Hassanpourfard, M.; Naicker, S.; Sadrzadeh, M.; Thundat, T. Portable Nanofiber-Light Addressable Potentiometric Sensor for Rapid Escherichia coli Detection in Orange Juice. ACS Sens. 2018, 3, 815–822. [Google Scholar] [CrossRef] [PubMed]
- Chuang, Y.H.; Chang, Y.T.; Liu, K.L.; Chang, H.Y.; Yew, T.R. Electrical impedimetric biosensors for liver function detection. Biosens. Bioelectron. 2011, 28, 368–372. [Google Scholar] [CrossRef]
- Mishra, A.; Pilloton, R.; Jain, S.; Roy, S.; Khanuja, M.; Mathur, A.; Narang, J. Paper-Based Electrodes Conjugated with Tungsten Disulfide Nanostructure and Aptamer for Impedimetric Detection of Listeria monocytogenes. Biosensors 2022, 12, 88. [Google Scholar] [CrossRef] [PubMed]
- Rushworth, J.V.; Ahmed, A.; Griffiths, H.H.; Pollock, N.M.; Hooper, N.M.; Millner, P.A. A label-free electrical impedimetric biosensor for the specific detection of Alzheimer’s amyloid-beta oligomers. Biosens. Bioelectron. 2014, 56, 83–90. [Google Scholar] [CrossRef]
- Yang, Q.; Li, N.; Li, Q.; Chen, S.; Wang, H.L.; Yang, H. Amperometric sarcosine biosensor based on hollow magnetic Pt–Fe3O4@C nanospheres. Anal. Chim. Acta 2019, 1078, 161–167. [Google Scholar] [CrossRef] [PubMed]
- Wu, Z.L.; Li, C.K.; Yu, J.G.; Chen, X.Q. MnO2/reduced graphene oxide nanoribbons: Facile hydrothermal preparation and their application in amperometric detection of hydrogen peroxide. Sens. Actuators B Chem. 2017, 239, 544–552. [Google Scholar] [CrossRef]
- Wang, K.; Lin, X.; Zhang, M.; Li, Y.; Luo, C.; Wu, J. Review of Electrochemical Biosensors for Food Safety Detection. Biosensors 2022, 12, 959. [Google Scholar] [CrossRef]
- Review, A.U. Electrochemical Biosensors for Pathogen Detection: An Updated Review. Biosensors 2022, 12, 927. [Google Scholar]
- Dutta, P.; Lu, Y.-J.; Hsieh, H.-Y.; Lee, T.-Y.; Lee, Y.-T.; Cheng, C.-M.; Fan, Y.-J. Detection of Candida albicans Using a Manufactured Electrochemical Sensor. Micromachines 2021, 12, 166. [Google Scholar] [CrossRef] [PubMed]
- Fan, Y.-J.; Hsu, Y.-C.; Gu, B.-C.; Wu, C.-C. Voltammetric measurement of Escherichia coli concentration through p-APG hydrolysis by endogenous β-galactosidase. Microchem. J. 2020, 154, 104641. [Google Scholar] [CrossRef]
- Helali, S.; Sawelem Eid Alatawi, A.; Abdelghani, A. Pathogenic Escherichia coli biosensor detection on chicken food samples. J. Food Saf. 2018, 38, e12510. [Google Scholar] [CrossRef]
- Xu, M.; Wang, R.; Li, Y. An electrochemical biosensor for rapid detection of: E. coli O157:H7 with highly efficient bi-functional glucose oxidase-polydopamine nanocomposites and Prussian blue modified screen-printed interdigitated electrodes. Analyst 2016, 141, 5441–5449. [Google Scholar] [CrossRef]
- Yao, L.; Wang, L.; Huang, F.; Cai, G.; Xi, X.; Lin, J. A microfluidic impedance biosensor based on immunomagnetic separation and urease catalysis for continuous-flow detection of E. coli O157:H7. Sens. Actuators B Chem. 2018, 259, 1013–1021. [Google Scholar] [CrossRef]
- Brosel-Oliu, S.; Ferreira, R.; Uria, N.; Abramova, N.; Gargallo, R.; Muñoz-Pascual, F.X.; Bratov, A. Novel impedimetric aptasensor for label-free detection of Escherichia coli O157:H7. Sens. Actuators B Chem. 2018, 255, 2988–2995. [Google Scholar] [CrossRef]
- Altintas, Z.; Akgun, M.; Kokturk, G.; Uludag, Y. A fully automated microfluidic-based electrochemical sensor for real-time bacteria detection. Biosens. Bioelectron. 2018, 100, 541–548. [Google Scholar] [CrossRef] [PubMed]
- Wilson, D.; Materón, E.; Ibáñez-Redín, G.; Faria, R.C.; Correa, D.S.; Oliveira, O.N. Erratum to “Electrical detection of pathogenic bacteria in food samples using information visualization methods with a sensor based on magnetic nanoparticles functionalized with antimicrobial peptides”. Talanta 2019, 200, 562. [Google Scholar] [CrossRef]
- Kaur, H.; Shorie, M.; Sharma, M.; Ganguli, A.K.; Sabherwal, P. Bridged Rebar Graphene functionalized aptasensor for pathogenic E. coli O78:K80:H11 detection. Biosens. Bioelectron. 2017, 98, 486–493. [Google Scholar] [CrossRef]
- Ranjbar, S.; Shahrokhian, S.; Nurmohammadi, F. Nanoporous gold as a suitable substrate for preparation of a new sensitive electrochemical aptasensor for detection of Salmonella typhimurium. Sens. Actuators B Chem. 2018, 255, 1536–1544. [Google Scholar] [CrossRef]
- Hasan, M.R.; Pulingam, T.; Appaturi, J.N.; Zifruddin, A.N.; Teh, S.J.; Lim, T.W.; Ibrahim, F.; Leo, B.F.; Thong, K.L. Carbon nanotube-based aptasensor for sensitive electrochemical detection of whole-cell Salmonella. Anal. Biochem. 2018, 554, 34–43. [Google Scholar] [CrossRef] [PubMed]
- de Oliveira, T.R.; Martucci, D.H.; Faria, R.C. Simple disposable microfluidic device for Salmonella typhimurium detection by magneto-immunoassay. Sens. Actuators B Chem. 2018, 255, 684–691. [Google Scholar] [CrossRef]
- Melo, A.M.A.; Alexandre, D.L.; Oliveira, M.R.F.; Furtado, R.F.; Borges, M.F.; Ribeiro, P.R.V.; Biswas, A.; Cheng, H.N.; Alves, C.R.; Figueiredo, E.A.T. Optimization and characterization of a biosensor assembly for detection of Salmonella Typhimurium. J. Solid State Electrochem. 2018, 22, 1321–1330. [Google Scholar] [CrossRef]
- Bu, S.-J.; Wang, K.-Y.; Liu, X.; Ma, L.; Wei, H.-G.; Zhang, W.-G.; Liu, W.-S.; Wan, J.-Y. Ferrocene-functionalized nanocomposites as signal amplification probes for electrochemical immunoassay of Salmonella typhimurium. Microchim. Acta 2020, 187, 600. [Google Scholar] [CrossRef]
- Cui, F.; Xu, Y.; Wang, R.; Liu, H.; Chen, L.; Zhang, Q.; Mu, X. Label-free impedimetric glycan biosensor for quantitative evaluation interactions between pathogenic bacteria and mannose. Biosens. Bioelectron. 2018, 103, 94–98. [Google Scholar] [CrossRef]
- Pagliarini, V.; Neagu, D.; Scognamiglio, V.; Pascale, S.; Scordo, G.; Volpe, G.; Delibato, E.; Pucci, E.; Notargiacomo, A.; Pea, M.; et al. Treated Gold Screen-Printed Electrode as Disposable Platform for Label-Free Immunosensing of Salmonella Typhimurium. Electrocatalysis 2019, 10, 288–294. [Google Scholar] [CrossRef]
- Malvano, F.; Pilloton, R.; Albanese, D. A novel impedimetric biosensor based on the antimicrobial activity of the peptide nisin for the detection of Salmonella spp. Food Chem. 2020, 325, 126868. [Google Scholar] [CrossRef] [PubMed]
- Soares, R.R.A.; Hjort, R.G.; Pola, C.C.; Parate, K.; Reis, E.L.; Soares, N.F.F.; McLamore, E.S.; Claussen, J.C.; Gomes, C.L. Laser-Induced Graphene Electrochemical Immunosensors for Rapid and Label-Free Monitoring of Salmonella enterica in Chicken Broth. ACS Sens. 2020, 5, 1900–1911. [Google Scholar] [CrossRef]
- Bhardwaj, J.; Devarakonda, S.; Kumar, S.; Jang, J. Development of a paper-based electrochemical immunosensor using an antibody-single walled carbon nanotubes bio-conjugate modified electrode for label-free detection of foodborne pathogens. Sens. Actuators B Chem. 2017, 253, 115–123. [Google Scholar] [CrossRef]
- Xu, L.; Liang, W.; Wen, Y.; Wang, L.; Yang, X.; Ren, S.; Jia, N.; Zuo, X.; Liu, G. An ultrasensitive electrochemical biosensor for the detection of mecA gene in methicillin-resistant Staphylococcus aureus. Biosens. Bioelectron. 2018, 99, 424–430. [Google Scholar] [CrossRef]
- Nemr, C.R.; Smith, S.J.; Liu, W.; Mepham, A.H.; Mohamadi, R.M.; Labib, M.; Kelley, S.O. Nanoparticle-Mediated Capture and Electrochemical Detection of Methicillin-Resistant Staphylococcus aureus. Anal. Chem. 2019, 91, 2847–2853. [Google Scholar] [CrossRef] [PubMed]
- Roushani, M.; Rahmati, Z.; Golchin, M.; Lotfi, Z.; Nemati, M. Electrochemical immunosensor for determination of Staphylococcus aureus bacteria by IgY immobilized on glassy carbon electrode with electrodeposited gold nanoparticles. Microchim. Acta 2020, 187, 567. [Google Scholar] [CrossRef] [PubMed]
- Yang, Z.; Wang, Y.; Zhang, D. A novel multifunctional electrochemical platform for simultaneous detection, elimination, and inactivation of pathogenic bacteria based on the Vancomycin-functionalised AgNPs/3D-ZnO nanorod arrays. Biosens. Bioelectron. 2017, 98, 248–253. [Google Scholar] [CrossRef]
- Cihalova, K.; Hegerova, D.; Dostalova, S.; Jelinkova, P.; Krejcova, L.; Milosavljevic, V.; Krizkova, S.; Kopel, P.; Adam, V. Particle-based immunochemical separation of methicillin resistant Staphylococcus aureus with indirect electrochemical detection of labeling oligonucleotides. Anal. Methods 2016, 8, 5123–5128. [Google Scholar] [CrossRef]
- Cai, R.; Zhang, Z.; Chen, H.; Tian, Y.; Zhou, N. A versatile signal-on electrochemical biosensor for Staphylococcus aureus based on triple-helix molecular switch. Sens. Actuators B Chem. 2021, 326, 128842. [Google Scholar] [CrossRef]
- Farooq, U.; Ullah, M.W.; Yang, Q.; Aziz, A.; Xu, J.; Zhou, L.; Wang, S. High-density phage particles immobilization in surface-modified bacterial cellulose for ultra-sensitive and selective electrochemical detection of Staphylococcus aureus. Biosens. Bioelectron. 2020, 157, 112163. [Google Scholar] [CrossRef] [PubMed]
- Chen, Q.; Wang, D.; Cai, G.; Xiong, Y.; Li, Y.; Wang, M.; Huo, H.; Lin, J. Fast and sensitive detection of foodborne pathogen using electrochemical impedance analysis, urease catalysis and microfluidics. Biosens. Bioelectron. 2016, 86, 770–776. [Google Scholar] [CrossRef]
- Niu, X.; Zheng, W.; Yin, C.; Weng, W.; Li, G.; Sun, W.; Men, Y. Electrochemical DNA biosensor based on gold nanoparticles and partially reduced graphene oxide modified electrode for the detection of Listeria monocytogenes hly gene sequence. J. Electroanal. Chem. 2017, 806, 116–122. [Google Scholar] [CrossRef]
- Wang, D.; Chen, Q.; Huo, H.; Bai, S.; Cai, G.; Lai, W.; Lin, J. Efficient separation and quantitative detection of Listeria monocytogenes based on screen-printed interdigitated electrode, urease and magnetic nanoparticles. Food Control 2017, 73, 555–561. [Google Scholar] [CrossRef]
- Lu, Y.; Liu, Y.; Zhao, Y.; Li, W.; Qiu, L.; Li, L. A Novel and Disposable Enzyme-Labeled Amperometric Immunosensor Based on MWCNT Fibers for Listeria monocytogenes Detection. J. Nanomater. 2016, 2016, 3895920. [Google Scholar] [CrossRef]
- Silva, N.F.D.; Neves, M.M.P.S.; Magalhães, J.M.C.S.; Freire, C.; Delerue-Matos, C. Electrochemical immunosensor towards invasion-associated protein p60: An alternative strategy for Listeria monocytogenes screening in food. Talanta 2020, 216, 120976. [Google Scholar] [CrossRef]
- Liu, H.; Zhou, X.; Liu, W.; Yang, X.; Xing, D. Paper-Based Bipolar Electrode Electrochemiluminescence Switch for Label-Free and Sensitive Genetic Detection of Pathogenic Bacteria. Anal. Chem. 2016, 88, 10191–10197. [Google Scholar] [CrossRef] [PubMed]
- Chiriacò, M.S.; Parlangeli, I.; Sirsi, F.; Poltronieri, P.; Primiceri, E. Impedance Sensing Platform for Detection of the Food Pathogen Listeria monocytogenes. Electronics 2018, 7, 347. [Google Scholar] [CrossRef]
- Li, Z.; Zhang, J.; Huang, Y.; Zhai, J.; Liao, G.; Wang, Z.; Ning, C. Development of electroactive materials-based immunosensor towards early-stage cancer detection. Coord. Chem. Rev. 2022, 471, 214723. [Google Scholar] [CrossRef]
- Huang, Y.-M.; Hsu, H.-Y.; Hsu, C.-L. Development of electrochemical method to detect bacterial count, Listeria monocytogenes, and somatic cell count in raw milk. J. Taiwan Inst. Chem. Eng. 2016, 62, 39–44. [Google Scholar] [CrossRef]
- Eissa, S.; Zourob, M. Ultrasensitive peptide-based multiplexed electrochemical biosensor for the simultaneous detection of Listeria monocytogenes and Staphylococcus aureus. Microchim. Acta 2020, 187, 486. [Google Scholar] [CrossRef] [PubMed]
- Teng, J.; Ye, Y.; Yao, L.; Yan, C.; Cheng, K.; Xue, F.; Pan, D.; Li, B.; Chen, W. Rolling circle amplification based amperometric aptamer/immuno hybrid biosensor for ultrasensitive detection of Vibrio parahaemolyticus. Microchim. Acta 2017, 184, 3477–3485. [Google Scholar] [CrossRef]
- Wang, T.; Song, X.; Lin, H.; Hao, T.; Hu, Y.; Wang, S.; Su, X.; Guo, Z. A Faraday cage-type immunosensor for dual-modal detection of Vibrio parahaemolyticus by electrochemiluminescence and anodic stripping voltammetry. Anal. Chim. Acta 2019, 1062, 124–130. [Google Scholar] [CrossRef]
- Tam, P.D.; Hoang, N.L.; Lan, H.; Vuong, P.H.; Anh, T.T.N.; Huy, T.Q.; Thuy, N.T. Detection of vibrio cholerae O1 by using cerium oxide nanowires—Based immunosensor with different antibody immobilization methods. J. Korean Phys. Soc. 2016, 68, 1235–1245. [Google Scholar] [CrossRef]
- Zarei, S.S.; Soleimanian-Zad, S.; Ensafi, A.A. An impedimetric aptasensor for Shigella dysenteriae using a gold nanoparticle-modified glassy carbon electrode. Microchim. Acta 2018, 185, 538. [Google Scholar] [CrossRef]
- Yuan, Y.; Wu, X.; Liu, Z.; Ning, Q.; Fu, L.; Wu, S. A signal cascade amplification strategy based on RT-PCR triggering of a G-quadruplex DNAzyme for a novel electrochemical detection of viable Cronobacter sakazakii. Analyst 2020, 145, 4477–4483. [Google Scholar] [CrossRef] [PubMed]
- Nordin, N.; Yusof, N.A.; Abdullah, J.; Radu, S.; Hushiarian, R. A simple, portable, electrochemical biosensor to screen shellfish for Vibrio parahaemolyticus. AMB Express 2017, 7, 41. [Google Scholar] [CrossRef] [PubMed]
- Mikušová, Z.; Farka, Z.; Pastucha, M.; Poláchová, V.; Obořilová, R.; Skládal, P. Amperometric Immunosensor for Rapid Detection of Honeybee Pathogen Melissococcus Plutonius. Electroanalysis 2019, 31, 1969–1976. [Google Scholar] [CrossRef]
- Valera, A.E.; Nesbitt, N.T.; Archibald, M.M.; Naughton, M.J.; Chiles, T.C. On-Chip Electrochemical Detection of Cholera Using a Polypyrrole-Functionalized Dendritic Gold Sensor. ACS Sens. 2019, 4, 654–659. [Google Scholar] [CrossRef] [PubMed]
- Buja, I.; Sabella, E.; Monteduro, A.G.; Rizzato, S.; De Bellis, L.; Elicio, V.; Formica, L.; Luvisi, A.; Maruccio, G. Detection of Ampelovirus and Nepovirus by Lab-on-a-Chip: A Promising Alternative to ELISA Test for Large Scale Health Screening of Grapevine. Biosensors 2022, 12, 147. [Google Scholar] [CrossRef]
- Antonacci, A.; Arduini, F.; Attaallah, R.; Amine, A.; Giardi, M.T.; Scognamiglio, V. A Proof-of-Concept Electrochemical Cytosensor Based on Chlamydomonas reinhardtii Functionalized Carbon Black Screen-Printed Electrodes: Detection of Escherichia coli in Wastewater as a Case Study. Biosensors 2022, 12, 401. [Google Scholar] [CrossRef]
- Sidhu, R.K.; Cavallaro, N.D.; Pola, C.C.; Danyluk, M.D.; Mclamore, E.S.; Gomes, C.L. Planar Interdigitated Aptasensor for Flow-Through Detection of Listeria spp. in Hydroponic Lettuce Growth Media Raminderdeep. Sensors 2020, 20, 5773. [Google Scholar] [CrossRef]
- Baldini, F.; Minunni, M. New developments in biosensors. Anal. Bioanal. Chem. 2019, 411, 7605–7606. [Google Scholar] [CrossRef]
- Knauer, A.; Michael Koehler, J. Screening of nanoparticle properties in microfluidic syntheses. Nanotechnol. Rev. 2020, 3, 5–26. [Google Scholar] [CrossRef]
- Rao, V.N.; Reddy, N.L.; Kumari, M.M.; Cheralathan, K.K.; Ravi, P.; Sathish, M.; Neppolian, B.; Reddy, K.R.; Shetti, N.P.; Prathap, P.; et al. Sustainable hydrogen production for the greener environment by quantum dots-based efficient photocatalysts: A review. J. Environ. Manag. 2019, 248, 109246. [Google Scholar] [CrossRef]
- Kulkarni, M.B.; Enaganti, P.K.; Amreen, K.; Goel, S. Integrated Temperature Controlling Platform to Synthesize ZnO Nanoparticles and its Deposition on Al-Foil for Biosensing. IEEE Sens. J. 2021, 21, 9538–9545. [Google Scholar] [CrossRef]
- Mohan, J.M.; Amreen, K.; Kulkarni, M.B.; Javed, A.; Dubey, S.K.; Goel, S. Optimized Ink Jetted Paper Device for Electroanalytical Detection of Picric Acid. Colloids Surfaces B Biointerfaces 2021, 208, 112056. [Google Scholar] [CrossRef] [PubMed]
- Eppler, R.K.; Hudson, E.P.; Chase, S.D.; Dordick, J.S.; Reimer, J.A.; Clark, D.S. Biocatalyst activity in nonaqueous environments correlates with centisecond-range protein motions. Proc. Natl. Acad. Sci. USA 2008, 105, 15672–15677. [Google Scholar] [CrossRef] [PubMed]
- Robinson, P.K. Enzymes: Principles and biotechnological applications. Essays Biochem. 2015, 59, 1–41. [Google Scholar] [CrossRef]
- Dissanayake, M.; Vasiljevic, T. Functional properties of whey proteins affected by heat treatment and hydrodynamic high-pressure shearing. J. Dairy Sci. 2009, 92, 1387–1397. [Google Scholar] [CrossRef]
- Nordstrand, J.; Dutta, J. Dynamic Langmuir Model: A Simpler Approach to Modeling Capacitive Deionization. J. Phys. Chem. C 2019, 123, 16479–16485. [Google Scholar] [CrossRef]
- Prinz, H. Hill coefficients, dose-response curves and allosteric mechanisms. J. Chem. Biol. 2010, 3, 37–44. [Google Scholar] [CrossRef]
- Domanskyi, S.; Privman, V. Design of digital response in enzyme-based bioanalytical systems for information processing applications. J. Phys. Chem. B 2012, 116, 13690–13695. [Google Scholar] [CrossRef]
- Grieshaber, D.; MacKenzie, R.; Vörös, J.; Reimhult, E. Electrochemical Biosensors—Sensor Principles and Architectures. Sensors 2008, 8, 1400–1458. [Google Scholar] [CrossRef]
- Qiu, C.; Chen, X.; Rexida, R.; Shen, Y.; Qi, Q.; Bao, X.; Hou, J. Engineering transcription factor-based biosensors for repressive regulation through transcriptional deactivation design in Saccharomyces cerevisiae. Microb. Cell Factories 2020, 19, 146. [Google Scholar] [CrossRef]
- Bhalla, N.; Jolly, P.; Formisano, N.; Estrela, P. Introduction to biosensors. Essays Biochem. 2016, 60, 1–8. [Google Scholar] [CrossRef] [PubMed]
- Ahmed, A.; Rushworth, J.V.; Hirst, N.A.; Millner, P.A. Biosensors for whole-cell bacterial detection. Clin. Microbiol. Rev. 2014, 27, 631–646. [Google Scholar] [CrossRef] [PubMed]
- Pol, R.; Céspedes, F.; Gabriel, D.; Baeza, M. Microfluidic lab-on-a-chip platforms for environmental monitoring. TrAC Trends Anal. Chem. 2017, 95, 62–68. [Google Scholar] [CrossRef]
- Meshram, B.D.; Agrawal, A.K.; Adil, S.; Ranvir, S.; Sande, K.K. Biosensor and its Application in Food and Dairy Industry: A Review. Int. J. Curr. Microbiol. Appl. Sci. 2018, 7, 3305–3324. [Google Scholar] [CrossRef]
- Kulkarni, M.B.; Us, J.; Amreen, K.; Goel, S. Portable Thermal Management Platform for Synthesis of ZnO Nanoparticle in a Microfluidic Device: Validated for Electrochemical Sensing and Glucose Fuel Cell Applications. IEEE Trans. Electron Devices 2021, 68, 4070–4076. [Google Scholar] [CrossRef]
- Wagner, T.; Vornholt, W.; Werner, C.F.; Yoshinobu, T.; Miyamoto, K.; Keusgen, M.; Schöning, M.J. Light-addressable potentiometric sensor (LAPS) combined with magnetic beads for pharmaceutical screening. Phys. Med. 2016, 1, 2–7. [Google Scholar] [CrossRef]
- Nasseri, B.; Soleimani, N.; Rabiee, N.; Kalbasi, A.; Karimi, M.; Hamblin, M.R. Point-of-care microfluidic devices for pathogen detection. Biosens. Bioelectron. 2018, 117, 112–128. [Google Scholar] [CrossRef]
- Rao, C.N.R.; Kulkarni, G.U.; Govindaraj, A.; Satishkumar, B.C.; Thomas, P.J. Metal nanoparticles, nanowires, and carbon nanotubes. Pure Appl. Chem. 2000, 72, 21–33. [Google Scholar] [CrossRef]
- Kulkarni, M.B.; Upadhyaya, K.; Ayachit, N.H.; Iyer, N. Quantum Dot—Polymer Composites in Light-Emitting Diode Applications. In Quantum Dots and Polymer Nanocomposites; CRC Press: Boca Raton, FL, USA, 2022; p. 259. [Google Scholar]
Transducer | Technique | Merits | Demerits | Ref |
---|---|---|---|---|
Electrochemical | Potentiometric |
|
| [87,88] |
Impedimetric |
|
| [89,90,91] | |
Conductometric |
|
| ||
Amperometric |
|
| [92,93] |
Detection Technique | Revised Electrode | Linear Range (CFU/mL) | Bioreceptor Element | Detection Limit | Analyte | Ref. |
---|---|---|---|---|---|---|
EIS | ITO/MWCNT/PEI | 1–104 | Antibody | 1 CFU/mL | E. coli O157:H7 | [93] |
EIS & SPR | Au IDE µelectrodes | 103–106 | Antibody | 103 CFU/mL | E. coli K12 | [98] |
Amperometric | PB-altered SPIMs | 10–106 | Enzyme | 102 CFU/mL | E. coli O157:H7 | [99] |
EIS | IDE µelectrode | 10–105 | Antibody and Aptamer | 12 CFU/mL | E. coli O157:H7 | [100] |
EIS | 3D-IDEA | 10–105 | Aptamer | 2.8 × 102 CFU/mL | E. coli O157:H7 | [101] |
Amperometric | Au chip | 10–3.97 × 107 | Antibody | 50 CFU/mL | E. coli | [102] |
EIS | MNPs-Ag/SPIDE | 1–106 | Melittin | 1 CFU/mL | E. coli | [103] |
EIS | Bridged rebar graphene | 10–106 | Aptamer | 10 CFU/mL | E. coli O78:K80:H11 | [104] |
EIS | NPG/GCE | 6.5 × 102–6.5 × 108 | Aptamer | 1 CFU/mL | S. typhi | [105] |
Potentiometric | ssDNA/MWCNT/ITO | 67–6.7 × 105 | Aptamer | 10 CFU/mL | S. typhi | [106] |
DPV | Electrodes array | 10–102 | Antibody | 7.7 CFU/mL | S. typhi | [107] |
Chronoamperometry | Antibody/protein A/ Au electrode | 10–106 | Antibody | 10 CFU/mL | S. typhi | [108] |
DPV | Antibody/magnetic beads | Antibody | 10–107 | 3 CFU/mL | S. typhi | [109] |
EIS | Mannose/Au electrode | Mannose | 50–103 | 50 CFU/mL | Salmonella ATC14028 | [110] |
EIS | SAM/Au-SPEs | Antibody | 103–107 | - | S. typhi | [111] |
EIS | Nisin/Au electrode | Nisin | 15–1.5 × 104 | 15 CFU/mL | S. typhi | [112] |
EIS | Antibody/laser-induced graphene electrode | Antibody | 25–105 | 13 CFU/mL | S. enterica | [113] |
DPV | SWCNT conjugate/CPE | 10–107 | Antibody | 13 CFU/mL | S. aureus | [114] |
EIS | TSP/Au electrode | - | Nucleic acid | 57 fM | mecA gene | [115] |
DPV | Antibody-ALP/anti-PBP2a MNPs/Au electrode | 103–105 | Antibody | 845 CFU/mL | MRSA | [116] |
EIS | Antibody/AuNPs/GCE | 10–107 | Antibody | 3.3 CFU/mL | S. aureus | [117] |
EIS | AgNPs/3D-ZnO/electrode | - | Vancomycin | 330 CFU/mL | S. aureus | [118] |
SWV | A mercury drop electrode in the air | 4 × 107–2 × 104 | Antibody | 2 × 104 CFU/mL | MRSA | [119] |
DPV | Triple-helix molecular switch/Au electrode | 30–3 × 108 | Aptamer | 8 CFU/mL | S. aureus | [120] |
DPV | Phage/PEI/c-MWCNTs/electrode | - | Phage | 3 CFU/mL | S. aureus | [121] |
EIS | IDE array based electrode | 1.6 × 102–1.6 × 105 | Antibody | 1.6 × 102 CFU/mL | Lm | [122] |
DPV | ssDNA/RGO/AuNPs/CILE | 10–13–10–6 M | ssDNA | 3.17 × 10–14 M | Lm | [123] |
EIS | MNP(MAb)-Lm-AuNPs (urease- PAb)/SPIE | 1.9 × 103–1.9 × 106 | Polyclonal antibody | 1.6 × 103 CFU/mL | Lm | [124] |
Amperometric | AAO/Au electrode | 100–1250 | Aptamer | 102 CFU/mL | Lm | [125] |
LSV | Ag+/ALP-secondary antibody/SPCE | - | Antibody | 1.5 ng/mL | Lm p60 proteins | [126] |
ECL | Cellulose paper electrode | - | DNA | 10 copies/µL | Lm | [127] |
EIS | IDE Au | 2.2 × 103–102 | Antibody | 5.5 CFU/mL | Lm | [128] |
Amperometric | H2O2/HRP-antibody/MWCNT fibers electrode | 102–105 | Antibody | 1.07 × 102 CFU/mL | Lm | [129] |
Amperometric | Pt electrode | 102–108 | Ferric ammonium citrate and esculin | - | Lm | [130] |
SWV | Peptide magnetic/AuNPs/SPCE | - | Peptide | 9 CFU/mL | Lm | [131] |
DPV | cDNA/AuNPs-DNA/RCA/ aptamer/Antibody/Au electrode | 2.2–2.2 × 108 | Antibody and aptamer | 2 CFU/mL | Vp | [132] |
ECL-ASV | Ru-AgNPs@GO-dual antibody/GCE | 102–107 | Antibody | 33 CFU/mL | Vp | [133] |
EIS | Cells/antibody/protein A/ APTS-CeO2 NWs/ electrode | 102–107 | Protein A-arbitrated antibody | 102 CFU/mL | Vibrio cholerae O1 | [134] |
EIS | Aptamer/AuNPs/GCE | 10–106 | Aptamer | 1 CFU/mL | Vp | [135] |
Amperometric | H2O2/DNAzymehemin/ G-quadruplex complementary sequences/ SPCE | 2.4 × 107–3.84 × 104 | Aptamer | 5.01 × 102 CFU/mL | Melissococcus Plutonius | [136] |
DPV | cDNA/ssDNA probe/ polylactide/AuNPs/SPCE | 2.0 × 10–8–2.0 × 10–13 M | ssDNA | 2.16 pM | Vp | [137] |
Amperometric | HRP-antibody/Au SPEs/GCE | 105–109 | Antibody | 6.6 × 104 CFU/mL | Melissococcus Plutonius | [138] |
DPV | ALP-antibody2/antibody2/Au electrode | - | Antibody | 102 CFU/mL | Cholera toxin subunit B | [139] |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Kulkarni, M.B.; Ayachit, N.H.; Aminabhavi, T.M. Recent Advances in Microfluidics-Based Electrochemical Sensors for Foodborne Pathogen Detection. Biosensors 2023, 13, 246. https://doi.org/10.3390/bios13020246
Kulkarni MB, Ayachit NH, Aminabhavi TM. Recent Advances in Microfluidics-Based Electrochemical Sensors for Foodborne Pathogen Detection. Biosensors. 2023; 13(2):246. https://doi.org/10.3390/bios13020246
Chicago/Turabian StyleKulkarni, Madhusudan B., Narasimha H. Ayachit, and Tejraj M. Aminabhavi. 2023. "Recent Advances in Microfluidics-Based Electrochemical Sensors for Foodborne Pathogen Detection" Biosensors 13, no. 2: 246. https://doi.org/10.3390/bios13020246
APA StyleKulkarni, M. B., Ayachit, N. H., & Aminabhavi, T. M. (2023). Recent Advances in Microfluidics-Based Electrochemical Sensors for Foodborne Pathogen Detection. Biosensors, 13(2), 246. https://doi.org/10.3390/bios13020246