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Kaufman D, Chen CY, Tsao CY, Zhao Z, Lavon A, Payne GF, Bentley WE, Ben-Yoav H. Redox-mediated Biomolecular information transfer in single electrogenetic biological cells. Biosens Bioelectron 2024; 262:116546. [PMID: 38968774 DOI: 10.1016/j.bios.2024.116546] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Revised: 06/25/2024] [Accepted: 06/27/2024] [Indexed: 07/07/2024]
Abstract
Electronic communication in natural systems makes use, inter alia, of molecular transmission, where electron transfer occurs within networks of redox reactions, which play a vital role in many physiological systems. In view of the limited understanding of redox signaling, we developed an approach and an electrochemical-optical lab-on-a-chip to observe cellular responses in localized redox environments. The developed fluidic micro-system uses electrogenetic bacteria in which a cellular response is activated to electrically and chemically induced stimulations. Specifically, controlled environments for the cells are created by using microelectrodes to generate spatiotemporal redox gradients. The in-situ cellular responses at both single-cell and population levels are monitored by optical microscopy. The elicited electrogenetic fluorescence intensities after 210 min in response to electrochemical and chemical activation were 1.3 × 108±0.30 × 108 arbitrary units (A.U.) and 1.2 × 108±0.30 × 108 A.U. per cell population, respectively, and 1.05 ± 0.01 A.U. and 1.05 ± 0.01 A.U. per-cell, respectively. We demonstrated that redox molecules' mass transfer between the electrode and cells - and not the applied electrical field - activated the electrogenetic cells. Specifically, we found an oriented amplified electrogenetic response on the charged electrodes' downstream side, which was determined by the location of the stimulating electrodes and the flow profile. We then focused on the cellular responses and observed distinct subpopulations that were attributed to electrochemical rather than chemical stimulation, with the distance between the cells and the stimulating electrode being the main determinant. These observations provide a comprehensive understanding of the mechanisms by which diffusible redox mediators serve as electron shuttles, imposing context and activating electrogenetic responses.
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Affiliation(s)
- Daniel Kaufman
- Nanobioelectronics Laboratory (NBEL), Department of Biomedical Engineering and Ilse Katz Institute for Nanoscale Science and Technology, Ben-Gurion University of the Negev, Beer-Sheva, 8410501, Israel
| | - Chen-Yu Chen
- Institute for Bioscience and Biotechnology Research, University of Maryland, College Park, MD, 20742, United States
| | - Chen-Yu Tsao
- Institute for Bioscience and Biotechnology Research, University of Maryland, College Park, MD, 20742, United States
| | - Zhiling Zhao
- Institute for Bioscience and Biotechnology Research, University of Maryland, College Park, MD, 20742, United States
| | - Avia Lavon
- Nanobioelectronics Laboratory (NBEL), Department of Biomedical Engineering and Ilse Katz Institute for Nanoscale Science and Technology, Ben-Gurion University of the Negev, Beer-Sheva, 8410501, Israel
| | - Gregory F Payne
- Institute for Bioscience and Biotechnology Research, University of Maryland, College Park, MD, 20742, United States
| | - William E Bentley
- Institute for Bioscience and Biotechnology Research, University of Maryland, College Park, MD, 20742, United States
| | - Hadar Ben-Yoav
- Nanobioelectronics Laboratory (NBEL), Department of Biomedical Engineering and Ilse Katz Institute for Nanoscale Science and Technology, Ben-Gurion University of the Negev, Beer-Sheva, 8410501, Israel.
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Mendoza ASG, Acosta MFM, Sánchez JAM, Vázquez LEC. Principles and challenges of whole cell microbial biosensors in the food industry. J Food Sci 2024; 89:5255-5269. [PMID: 39175184 DOI: 10.1111/1750-3841.17294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Revised: 07/05/2024] [Accepted: 07/23/2024] [Indexed: 08/24/2024]
Abstract
Whole cell microbial biosensors (WCMB) are mostly genetically modified microorganisms used to detect target molecules as indicators of biological and chemical contaminants as well as in the identification of compounds of interest in the food industry. The specificity and sensitivity of these biosensors are achieved through the design of genetic circuits that make use of genetic sequences such as promoters, terminators, genes encoding regulatory proteins or reporter proteins, among others. Despite the advances of WCMBs for their application, significant challenges are faced, such as cell stability, regulatory restrictions, and the need to optimize response times so that they can be a competitive detection tool in the market. This review explores the technological progress, potential and limitations of WCMBs in the food industry, starting by reviewing the operating principles of biosensors. The importance of selecting appropriate chassis cells and the integration of recognition elements and transducers to maximize their effectiveness in the detection of contaminants and compounds of interest in the food industry is highlighted.
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Affiliation(s)
- América Selene Gaona Mendoza
- Graduate Program in Biosciences, Life Science Division, University of Guanajuato Campus Irapuato-Salamanca, Irapuato, Guanajuato, México
- Food Department, Life Science Division, University of Guanajuato Campus Irapuato-Salamanca, Irapuato, Guanajuato, México
| | - María Fernanda Mendoza Acosta
- Graduate Program in Biosciences, Life Science Division, University of Guanajuato Campus Irapuato-Salamanca, Irapuato, Guanajuato, México
- Food Department, Life Science Division, University of Guanajuato Campus Irapuato-Salamanca, Irapuato, Guanajuato, México
| | - Julio Armando Massange Sánchez
- Plant Biotechnology Unit, Center for Research and Assistance in Technology and Design of the State of Jalisco A.C. (CIATEJ), Guadalajara, Mexico
| | - Luz Edith Casados Vázquez
- Graduate Program in Biosciences, Life Science Division, University of Guanajuato Campus Irapuato-Salamanca, Irapuato, Guanajuato, México
- Food Department, Life Science Division, University of Guanajuato Campus Irapuato-Salamanca, Irapuato, Guanajuato, México
- CONAHCyT-University of Guanajuato, Guanajuato, México
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Stephens K, Bentley WE. Quorum Sensing from Two Engineers’ Perspectives. Isr J Chem 2023. [DOI: 10.1002/ijch.202200083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Affiliation(s)
- Kristina Stephens
- Thayer School of Engineering Dartmouth College Hanover NH USA
- Center for Bioenergy Innovation Oak Ridge National Laboratory Oak Ridge TN USA
| | - William E. Bentley
- Fischell Department of Bioengineering University of Maryland College Park MD USA
- Institute for Bioscience and Biotechnology Research University of Maryland College Park MD USA [e]Robert E. Fischell Institute for Biomedical Devices University of Maryland College Park MD USA
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Keizers M, Dobrindt U, Berger M. A Simple Biosensor-Based Assay for Quantitative Autoinducer-2 Analysis. ACS Synth Biol 2022; 11:747-759. [PMID: 35090122 DOI: 10.1021/acssynbio.1c00459] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Bacteria produce and react to interspecies signaling molecules in order to control the expression of genes that are particularly beneficial when they are expressed by a bacterial community. In addition to intraspecies communication, the signaling molecule autoinducer-2 (AI-2) can also serve for interspecies communication between Gram-positive and Gram-negative bacteria and is therefore of particular interest. The analysis and quantification of AI-2 are essential for understanding population density-dependent changes in bacterial behavior and pathogenicity. However, currently available bioassays for AI-2 quantification are rather complex, have narrow detection ranges, and are very sensitive to trace components of, for example, growth media. To facilitate and improve the detection of AI-2, we have developed an Escherichia coli biosensor-based assay that is sensitive, cheap, fast, robust, and reliable in the quantification of biologically active AI-2. The bioassay is based on an lsr promoter-fluorescent reporter gene fusion cassette that we chromosomally integrated in a biosensor strain, but the cassette can also be used in a low-copy number plasmid for the application in other Gram-negative bacterial species. We show here that AI-2 quantification was possible in a concentration range from 400 nM to 100 μM and that a critical interpretation of the kinetics of the measurements can reveal sugar interference. With the help of our biosensor strain, coculture experiments were done to test the capability and kinetics of AI-2 secretion by various Gram-negative bacteria in real time. Finally, calibration curves were used to calculate the absolute AI-2 concentration in cell-free bacterial samples.
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Affiliation(s)
- Marla Keizers
- Institute of Hygiene, University of Münster, Münster 48149, Germany
| | - Ulrich Dobrindt
- Institute of Hygiene, University of Münster, Münster 48149, Germany
| | - Michael Berger
- Institute of Hygiene, University of Münster, Münster 48149, Germany
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Alencar VC, Silva JDFDS, Vilas Boas RO, Farnézio VM, de Maria YNLF, Aciole Barbosa D, Almeida AT, de Souza EM, Müller-Santos M, Jabes DL, Menegidio FB, Costa de Oliveira R, Rodrigues T, Tersariol ILDS, Walmsley AR, Nunes LR. The Quorum Sensing Auto-Inducer 2 (AI-2) Stimulates Nitrogen Fixation and Favors Ethanol Production over Biomass Accumulation in Zymomonas mobilis. Int J Mol Sci 2021; 22:ijms22115628. [PMID: 34073173 PMCID: PMC8198075 DOI: 10.3390/ijms22115628] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Revised: 04/26/2021] [Accepted: 04/27/2021] [Indexed: 11/16/2022] Open
Abstract
Autoinducer 2 (or AI-2) is one of the molecules used by bacteria to trigger the Quorum Sensing (QS) response, which activates expression of genes involved in a series of alternative mechanisms, when cells reach high population densities (including bioluminescence, motility, biofilm formation, stress resistance, and production of public goods, or pathogenicity factors, among others). Contrary to most autoinducers, AI-2 can induce QS responses in both Gram-negative and Gram-positive bacteria, and has been suggested to constitute a trans-specific system of bacterial communication, capable of affecting even bacteria that cannot produce this autoinducer. In this work, we demonstrate that the ethanologenic Gram-negative bacterium Zymomonas mobilis (a non-AI-2 producer) responds to exogenous AI-2 by modulating expression of genes involved in mechanisms typically associated with QS in other bacteria, such as motility, DNA repair, and nitrogen fixation. Interestingly, the metabolism of AI-2-induced Z. mobilis cells seems to favor ethanol production over biomass accumulation, probably as an adaptation to the high-energy demand of N2 fixation. This opens the possibility of employing AI-2 during the industrial production of second-generation ethanol, as a way to boost N2 fixation by these bacteria, which could reduce costs associated with the use of nitrogen-based fertilizers, without compromising ethanol production in industrial plants.
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Affiliation(s)
- Valquíria Campos Alencar
- Centro de Ciências Naturais e Humanas, Universidade Federal do ABC (UFABC), Alameda da Universidade, s/n, São Bernardo do Campo 09606-045, SP, Brazil; (V.C.A.); (J.d.F.d.S.S.); (V.M.F.); (T.R.)
- Núcleo Integrado de Biotecnologia, Universidade de Mogi das Cruzes (UMC), Av. Dr. Cândido Xavier de Almeida Souza, 200, Mogi das Cruzes 08780-911, SP, Brazil; (R.O.V.B.); (Y.N.L.F.d.M.); (D.A.B.); (D.L.J.); (F.B.M.); (R.C.d.O.)
| | - Juliana de Fátima dos Santos Silva
- Centro de Ciências Naturais e Humanas, Universidade Federal do ABC (UFABC), Alameda da Universidade, s/n, São Bernardo do Campo 09606-045, SP, Brazil; (V.C.A.); (J.d.F.d.S.S.); (V.M.F.); (T.R.)
| | - Renata Ozelami Vilas Boas
- Núcleo Integrado de Biotecnologia, Universidade de Mogi das Cruzes (UMC), Av. Dr. Cândido Xavier de Almeida Souza, 200, Mogi das Cruzes 08780-911, SP, Brazil; (R.O.V.B.); (Y.N.L.F.d.M.); (D.A.B.); (D.L.J.); (F.B.M.); (R.C.d.O.)
| | - Vinícius Manganaro Farnézio
- Centro de Ciências Naturais e Humanas, Universidade Federal do ABC (UFABC), Alameda da Universidade, s/n, São Bernardo do Campo 09606-045, SP, Brazil; (V.C.A.); (J.d.F.d.S.S.); (V.M.F.); (T.R.)
| | - Yara N. L. F. de Maria
- Núcleo Integrado de Biotecnologia, Universidade de Mogi das Cruzes (UMC), Av. Dr. Cândido Xavier de Almeida Souza, 200, Mogi das Cruzes 08780-911, SP, Brazil; (R.O.V.B.); (Y.N.L.F.d.M.); (D.A.B.); (D.L.J.); (F.B.M.); (R.C.d.O.)
| | - David Aciole Barbosa
- Núcleo Integrado de Biotecnologia, Universidade de Mogi das Cruzes (UMC), Av. Dr. Cândido Xavier de Almeida Souza, 200, Mogi das Cruzes 08780-911, SP, Brazil; (R.O.V.B.); (Y.N.L.F.d.M.); (D.A.B.); (D.L.J.); (F.B.M.); (R.C.d.O.)
| | - Alex Tramontin Almeida
- Setor de Ciências Biológicas-Departamento de Bioquímica e Biologia Molecular, Universidade Federal do Paraná (UFPR), Rua Cel. Francisco H. dos Santos, 100, Curitiba 81531-980, PR, Brazil; (A.T.A.); (E.M.d.S.); (M.M.-S.)
| | - Emanuel Maltempi de Souza
- Setor de Ciências Biológicas-Departamento de Bioquímica e Biologia Molecular, Universidade Federal do Paraná (UFPR), Rua Cel. Francisco H. dos Santos, 100, Curitiba 81531-980, PR, Brazil; (A.T.A.); (E.M.d.S.); (M.M.-S.)
| | - Marcelo Müller-Santos
- Setor de Ciências Biológicas-Departamento de Bioquímica e Biologia Molecular, Universidade Federal do Paraná (UFPR), Rua Cel. Francisco H. dos Santos, 100, Curitiba 81531-980, PR, Brazil; (A.T.A.); (E.M.d.S.); (M.M.-S.)
| | - Daniela L. Jabes
- Núcleo Integrado de Biotecnologia, Universidade de Mogi das Cruzes (UMC), Av. Dr. Cândido Xavier de Almeida Souza, 200, Mogi das Cruzes 08780-911, SP, Brazil; (R.O.V.B.); (Y.N.L.F.d.M.); (D.A.B.); (D.L.J.); (F.B.M.); (R.C.d.O.)
| | - Fabiano B. Menegidio
- Núcleo Integrado de Biotecnologia, Universidade de Mogi das Cruzes (UMC), Av. Dr. Cândido Xavier de Almeida Souza, 200, Mogi das Cruzes 08780-911, SP, Brazil; (R.O.V.B.); (Y.N.L.F.d.M.); (D.A.B.); (D.L.J.); (F.B.M.); (R.C.d.O.)
| | - Regina Costa de Oliveira
- Núcleo Integrado de Biotecnologia, Universidade de Mogi das Cruzes (UMC), Av. Dr. Cândido Xavier de Almeida Souza, 200, Mogi das Cruzes 08780-911, SP, Brazil; (R.O.V.B.); (Y.N.L.F.d.M.); (D.A.B.); (D.L.J.); (F.B.M.); (R.C.d.O.)
| | - Tiago Rodrigues
- Centro de Ciências Naturais e Humanas, Universidade Federal do ABC (UFABC), Alameda da Universidade, s/n, São Bernardo do Campo 09606-045, SP, Brazil; (V.C.A.); (J.d.F.d.S.S.); (V.M.F.); (T.R.)
| | - Ivarne Luis dos Santos Tersariol
- Departamento de Bioquímica, Universidade Federal de São Paulo (UNIFESP), Rua Três de Maio, 100, São Paulo 04044-020, SP, Brazil;
| | - Adrian R. Walmsley
- Department of Biosciences, Durham University, South Road, Durham DH1 3LE, UK;
| | - Luiz R. Nunes
- Centro de Ciências Naturais e Humanas, Universidade Federal do ABC (UFABC), Alameda da Universidade, s/n, São Bernardo do Campo 09606-045, SP, Brazil; (V.C.A.); (J.d.F.d.S.S.); (V.M.F.); (T.R.)
- Correspondence: ; Tel.: +55-11-4996-8371 (ext. 4996-3166)
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Hauk P, Stephens K, Virgile C, VanArsdale E, Pottash AE, Schardt JS, Jay SM, Sintim HO, Bentley WE. Homologous Quorum Sensing Regulatory Circuit: A Dual-Input Genetic Controller for Modulating Quorum Sensing-Mediated Protein Expression in E. coli. ACS Synth Biol 2020; 9:2692-2702. [PMID: 32822530 DOI: 10.1021/acssynbio.0c00179] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
We developed a hybrid synthetic circuit that co-opts the genetic regulation of the native bacterial quorum sensing autoinducer-2 and imposes an extra external controller for maintaining tightly controlled gene expression. This dual-input genetic controller was mathematically modeled and, by design, can be operated in three modes: a constitutive mode that enables consistent and high levels of expression; a tightly repressed mode in which there is very little background expression; and an inducible mode in which concentrations of two signals (arabinose and autoinducer-2) determine the net amplification of the gene(s)-of-interest. We demonstrate the utility of the circuit for the controlled expression of human granulocyte macrophage colony stimulating factor in an engineered probiotic E. coli. This dual-input genetic controller is the first homologous AI-2 quorum sensing circuit that has the ability to be operated in three different modes. We believe it has the potential for wide-ranging biotechnological applications due its versatile features.
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Affiliation(s)
- Pricila Hauk
- Institute for Bioscience and Biotechnology Research, College Park, Maryland 20742, United States
- Fischell Department of Bioengineering, University of Maryland, College Park, Maryland 20742, United States
| | - Kristina Stephens
- Institute for Bioscience and Biotechnology Research, College Park, Maryland 20742, United States
- Fischell Department of Bioengineering, University of Maryland, College Park, Maryland 20742, United States
- Robert E. Fischell Institute for Biomedical Devices, University of Maryland, College Park, Maryland 20742, United States
| | - Chelsea Virgile
- Institute for Bioscience and Biotechnology Research, College Park, Maryland 20742, United States
- Fischell Department of Bioengineering, University of Maryland, College Park, Maryland 20742, United States
| | - Eric VanArsdale
- Institute for Bioscience and Biotechnology Research, College Park, Maryland 20742, United States
- Fischell Department of Bioengineering, University of Maryland, College Park, Maryland 20742, United States
- Robert E. Fischell Institute for Biomedical Devices, University of Maryland, College Park, Maryland 20742, United States
| | - Alex Eli Pottash
- Fischell Department of Bioengineering, University of Maryland, College Park, Maryland 20742, United States
| | - John S. Schardt
- Fischell Department of Bioengineering, University of Maryland, College Park, Maryland 20742, United States
| | - Steven M. Jay
- Fischell Department of Bioengineering, University of Maryland, College Park, Maryland 20742, United States
| | - Herman O. Sintim
- Department of Chemistry and Institute for Drug Discovery, Purdue University, West Lafayette, Indiana 47907, United States
| | - William E. Bentley
- Institute for Bioscience and Biotechnology Research, College Park, Maryland 20742, United States
- Fischell Department of Bioengineering, University of Maryland, College Park, Maryland 20742, United States
- Robert E. Fischell Institute for Biomedical Devices, University of Maryland, College Park, Maryland 20742, United States
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Stephens K, Bentley WE. Synthetic Biology for Manipulating Quorum Sensing in Microbial Consortia. Trends Microbiol 2020; 28:633-643. [DOI: 10.1016/j.tim.2020.03.009] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Accepted: 03/25/2020] [Indexed: 12/13/2022]
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