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Teniou A, Rhouati A, Madi IAE, Mouhoub R, Catanante G, Mashifana T, Vasseghian Y, Berkani M. Colorimetric Detection of Hemoglobin by Aptamer-Based Biosensor. Ind Eng Chem Res 2023. [DOI: 10.1021/acs.iecr.2c04437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/19/2023]
Affiliation(s)
- Ahlem Teniou
- Bioengineering Laboratory, Higher School of Biotechnology, Ville Universitaire Ali Mendjeli, BP E66 25100, Constantine, Algeria
| | - Amina Rhouati
- Bioengineering Laboratory, Higher School of Biotechnology, Ville Universitaire Ali Mendjeli, BP E66 25100, Constantine, Algeria
| | - Ibrahim Alaa eddine Madi
- Bioengineering Laboratory, Higher School of Biotechnology, Ville Universitaire Ali Mendjeli, BP E66 25100, Constantine, Algeria
- Biotechnologies Laboratory, Higher School of Biotechnology, Ville Universitaire Ali Mendjeli, BP E66 25100, Constantine, Algeria
| | - Riane Mouhoub
- Bioengineering Laboratory, Higher School of Biotechnology, Ville Universitaire Ali Mendjeli, BP E66 25100, Constantine, Algeria
- Biotechnologies Laboratory, Higher School of Biotechnology, Ville Universitaire Ali Mendjeli, BP E66 25100, Constantine, Algeria
| | - Gaëlle Catanante
- BAE Laboratory, Perpignan University, F-66100 Perpignan, France
- LBBM Laboratoire de Biodiversité et Biotechnologies Microbiennes, Sorbonne Universités, UPMC Univ. Paris 06, CNRS, Observatoire Océanologique, F-66650 Banyuls/Mer, France
| | - Tebogo Mashifana
- The University of Johannesburg, Department of Chemical Engineering, P.O. Box 17011, Doornfontein 2088, South Africa
| | - Yasser Vasseghian
- Department of Chemistry, Soongsil University, Seoul 06978, South Korea
- School of Engineering, Lebanese American University, Byblos, Lebanon
- Department of Sustainable Engineering, Saveetha School of Engineering, SIMATS, Chennai 602105, India
| | - Mohammed Berkani
- Biotechnologies Laboratory, Higher School of Biotechnology, Ville Universitaire Ali Mendjeli, BP E66 25100, Constantine, Algeria
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Liu J, Xu Y, Liu S, Yu S, Yu Z, Low SS. Application and Progress of Chemometrics in Voltammetric Biosensing. BIOSENSORS 2022; 12:bios12070494. [PMID: 35884297 PMCID: PMC9313226 DOI: 10.3390/bios12070494] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 07/03/2022] [Accepted: 07/06/2022] [Indexed: 12/14/2022]
Abstract
The voltammetric electrochemical sensing method combined with biosensors and multi-sensor systems can quickly, accurately, and reliably analyze the concentration of the main analyte and the overall characteristics of complex samples. Simultaneously, the high-dimensional voltammogram contains the rich electrochemical features of the detected substances. Chemometric methods are important tools for mining valuable information from voltammetric data. Chemometrics can aid voltammetric biosensor calibration and multi-element detection in complex matrix conditions. This review introduces the voltammetric analysis techniques commonly used in the research of voltammetric biosensor and electronic tongues. Then, the research on optimizing voltammetric biosensor results using classical chemometrics is summarized. At the same time, the incorporation of machine learning and deep learning has brought new opportunities to further improve the detection performance of biosensors in complex samples. Finally, smartphones connected with miniaturized voltammetric biosensors and chemometric methods provide a high-quality portable analysis platform that shows great potential in point-of-care testing.
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Affiliation(s)
- Jingjing Liu
- College of Automation Engineering, Northeast Electric Power University, Jilin 132012, China; (Y.X.); (S.L.); (S.Y.)
- Correspondence: (J.L.); (S.S.L.)
| | - Yifei Xu
- College of Automation Engineering, Northeast Electric Power University, Jilin 132012, China; (Y.X.); (S.L.); (S.Y.)
| | - Shikun Liu
- College of Automation Engineering, Northeast Electric Power University, Jilin 132012, China; (Y.X.); (S.L.); (S.Y.)
| | - Shixin Yu
- College of Automation Engineering, Northeast Electric Power University, Jilin 132012, China; (Y.X.); (S.L.); (S.Y.)
| | - Zhirun Yu
- College of Law, The Australian National University, Canberra 2600, Australia;
| | - Sze Shin Low
- Research Centre of Life Science and HealthCare, China Beacons Institute, University of Nottingham Ningbo China, 199 Taikang East Road, Ningbo 315100, China
- Correspondence: (J.L.); (S.S.L.)
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Tarapoulouzi M, Ortone V, Cinti S. Heavy metals detection at chemometrics-powered electrochemical (bio)sensors. Talanta 2022; 244:123410. [DOI: 10.1016/j.talanta.2022.123410] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Revised: 03/21/2022] [Accepted: 03/25/2022] [Indexed: 01/04/2023]
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