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Duval JFL, Maffei L, Delatour E, Zaffino M, Pagnout C. Kinetics of metal detection by luminescence-based whole-cell biosensors: connecting biosensor response to metal bioavailability, speciation and cell metabolism. Phys Chem Chem Phys 2023; 25:30276-30295. [PMID: 37930226 DOI: 10.1039/d3cp04653b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2023]
Abstract
Luminescent whole-cell metal biosensors are genetically engineered cells used for the detection of metals in e.g. aqueous solutions. Herein, we detail the quantitative connections between time-response of luminescent bacterial metal sensors and the bioavailability of free and complexed metal species. To that end, we formulate the biophysicochemical dynamics of metal partitioning at a biosensor/solution interface and integrate the required metabolism contribution to cell response. The formalism explains the ways in which cell signal depends on: coupled Eigen kinetics of metal complexation and diffusion of metal species to/from the interface; kinetics of metal excretion, Michaelis-Menten bioaccumulation and ensuing metal depletion from bulk solution; and kinetics of bioluminescence production following intracellular metal sequestration by regulatory metalloproteins. In turn, an expression is derived for the time-dependent cell signal as a function of interrelated (bioavai)lability of metal species and (thermo)dynamic descriptors of extra/intracellular metal complexation. Quantitative criteria are elaborated to identify scenarios where equilibrium modeling of metal speciation is incorrect, bulk metal depletion is operative, metal biouptake kinetics is governed by metal diffusion, or labile metal complexes fully contribute to cell response. Remarkably, in agreement with experiments, the theory predicts time-shifts of bioluminescence peaks with increasing concentration of biosensor and/or metal ligand in solution. We show that these shifts originate from the crosstalk between activation kinetics of cell photoactivity and speciation-dependent kinetics of bulk metal depletion. Overall, the work paves the way for the elaboration of new strategies to exploit the bioluminescence response of metal lux-biosensors at a dynamic level and evaluate metal bioavailability properties in environmental or biological aqueous samples.
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Affiliation(s)
| | - Lorenzo Maffei
- Université de Lorraine, CNRS, LIEC, F-57000 Metz, France
| | - Eva Delatour
- Université de Lorraine, CNRS, LIEC, F-57000 Metz, France
| | - Marie Zaffino
- Université de Lorraine, CNRS, LIEC, F-57000 Metz, France
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Delatour E, Pagnout C, Zaffino ML, Duval JFL. Comparative Analysis of Cell Metabolic Activity Sensing by Escherichia coli rrnB P1-lux and Cd Responsive-Lux Biosensors: Time-Resolved Experiments and Mechanistic Modelling. BIOSENSORS 2022; 12:763. [PMID: 36140148 PMCID: PMC9496673 DOI: 10.3390/bios12090763] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Revised: 09/09/2022] [Accepted: 09/11/2022] [Indexed: 06/16/2023]
Abstract
Whole-cell bacterial sensors are used in medical/environmental applications to detect chemicals, and to assess medium toxicity or stress. Non-specific constitutive biosensors generally serve the latter purpose, whereas chemical detection is performed with biosensors involving a specific chemical-inducible promoter. Herein, we show that functioning principles of specific and non-specific whole-cell biosensors are not exclusive as both can probe modulations of cell metabolic activity under stressing conditions. The demonstration is based on (i) time-resolved measurements of bioluminescence produced by constitutive rrnB P1-luxCDABE Escherichia coli biosensor in media differing with respect to carbon source, (ii) theoretical reconstruction of the measured signals using a here-reported theory for bioluminescence generated by constitutive cells, (iii) comparison between time-dependent cell photoactivity (reflecting metabolic activity) retrieved by theory with that we reported recently for cadmium-inducible PzntA-luxCDABE E. coli in media of similar compositions. Whereas signals of constitutive and non-constitutive biosensors differ in terms of shape, amplitude and peak number depending on nutritional medium conditions, analysis highlights the features shared by their respective cell photoactivity patterns mediated by the interplay between stringent response and catabolite repressions. The work advocates for the benefits of a theoretical interpretation for the time-dependent response of biosensors to unravel metabolic and physicochemical contributions to the bioluminescence signal.
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Affiliation(s)
- Eva Delatour
- Université de Lorraine, CNRS, LIEC (Laboratoire Interdisciplinaire des Environnements Continentaux), UMR7360, Campus Bridoux, F-57070 Metz, France
| | - Christophe Pagnout
- Université de Lorraine, CNRS, LIEC (Laboratoire Interdisciplinaire des Environnements Continentaux), UMR7360, Campus Bridoux, F-57070 Metz, France
| | - Marie L. Zaffino
- Université de Lorraine, CNRS, LIEC (Laboratoire Interdisciplinaire des Environnements Continentaux), UMR7360, Campus Bridoux, F-57070 Metz, France
| | - Jérôme F. L. Duval
- Université de Lorraine, CNRS, LIEC, UMR7360, F-54501 Vandoeuvre-lès-Nancy, France
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Rotureau E, Pinheiro JP, Duval JF. On the evaluation of the intrinsic stability of indium-nanoparticulate organic matter complexes. Colloids Surf A Physicochem Eng Asp 2022. [DOI: 10.1016/j.colsurfa.2022.128859] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Duval JF, van Leeuwen HP, Norde W, Town RM. Chemodynamic features of nanoparticles: Application to understanding the dynamic life cycle of SARS-CoV-2 in aerosols and aqueous biointerfacial zones. Adv Colloid Interface Sci 2021; 290:102400. [PMID: 33713994 PMCID: PMC7931671 DOI: 10.1016/j.cis.2021.102400] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 02/27/2021] [Accepted: 03/01/2021] [Indexed: 12/23/2022]
Abstract
We review concepts involved in describing the chemodynamic features of nanoparticles and apply the framework to gain physicochemical insights into interactions between SARS-CoV-2 virions and airborne particulate matter (PM). Our analysis is highly pertinent given that the World Health Organisation acknowledges that SARS-CoV-2 may be transmitted by respiratory droplets, and the US Center for Disease Control and Prevention recognises that airborne transmission of SARS-CoV-2 can occur. In our theoretical treatment, the virion is assimilated to a core-shell nanoparticle, and contributions of various interaction energies to the virion-PM association (electrostatic, hydrophobic, London-van der Waals, etc.) are generically included. We review the limited available literature on the physicochemical features of the SARS-CoV-2 virion and identify knowledge gaps. Despite the lack of quantitative data, our conceptual framework qualitatively predicts that virion-PM entities are largely able to maintain equilibrium on the timescale of their diffusion towards the host cell surface. Comparison of the relevant mass transport coefficients reveals that virion biointernalization demand by alveolar host cells may be greater than the diffusive supply. Under such conditions both the free and PM-sorbed virions may contribute to the transmitted dose. This result points to the potential for PM to serve as a shuttle for delivery of virions to host cell targets. Thus, our critical review reveals that the chemodynamics of virion-PM interactions may play a crucial role in the transmission of COVID-19, and provides a sound basis for explaining reported correlations between episodes of air pollution and outbreaks of COVID-19.
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Town RM, van Leeuwen HP, Duval JFL. Rigorous Physicochemical Framework for Metal Ion Binding by Aqueous Nanoparticulate Humic Substances: Implications for Speciation Modeling by the NICA-Donnan and WHAM Codes. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2019; 53:8516-8532. [PMID: 31291104 DOI: 10.1021/acs.est.9b00624] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Latest knowledge on the reactivity of charged nanoparticulate complexants toward aqueous metal ions is discussed in mechanistic detail. We present a rigorous generic description of electrostatic and chemical contributions to metal ion binding by nanoparticulate complexants, and their dependence on particle size, particle type (i.e., reactive sites distributed within the particle body or confined to the surface), ionic strength of the aqueous medium, and the nature of the metal ion. For the example case of soft environmental particles such as fulvic and humic acids, practical strategies are delineated for determining intraparticulate metal ion speciation, and for evaluating intrinsic chemical binding affinities and heterogeneity. The results are compared with those obtained by popular codes for equilibrium speciation modeling (namely NICA-Donnan and WHAM). Physicochemical analysis of the discrepancies generated by these codes reveals the a priori hypotheses adopted therein and the inappropriateness of some of their key parameters. The significance of the characteristic time scales governing the formation and dissociation rates of metal-nanoparticle complexes in defining the relaxation properties and the complete equilibration of the metal-nanoparticulate complex dispersion is described. The dynamic features of nanoparticulate complexes are also discussed in the context of predictions of the labilities and bioavailabilities of the metal species.
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Affiliation(s)
- Raewyn M Town
- Systemic Physiological and Ecotoxicological Research (SPHERE), Department of Biology , University of Antwerp , Groenenborgerlaan 171 , 2020 Antwerp , Belgium
- Physical Chemistry and Soft Matter , Wageningen University & Research , Stippeneng 4 , 6708 WE Wageningen , The Netherlands
| | - Herman P van Leeuwen
- Physical Chemistry and Soft Matter , Wageningen University & Research , Stippeneng 4 , 6708 WE Wageningen , The Netherlands
| | - Jérôme F L Duval
- CNRS - Université de Lorraine , Laboratoire Interdisciplinaire des Environnements Continentaux (LIEC), UMR 7360 CNRS , 15 avenue du Charmois , 54500 Vandoeuvre-les-Nancy , France
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Liang L, Ngwenya BT. Metal internalization by bacterial cells depends on metal biotoxicity and metal to biomass ratio. CHEMOSPHERE 2018; 212:585-593. [PMID: 30172040 DOI: 10.1016/j.chemosphere.2018.08.125] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/07/2018] [Revised: 08/13/2018] [Accepted: 08/23/2018] [Indexed: 06/08/2023]
Abstract
UNLABELLED The traditional view of metal adsorption to bacterial surfaces is that it can act as a protective mechanism by externalizing the metal outside the cell. However, numerous studies focussing on the biodynamics of metal uptake using biotic ligand models consider metal adsorption to cell surfaces as an important first step in metal uptake and internalization. In order to resolve these conflicting views, we adsorbed two metals (copper and cadmium) with contrasting metal biotoxicity on E. coli JM109, and quantified the distribution of each metal amongst surface sites, periplasmic space and the cytoplasm. Distribution of each metal depended on biotoxicity and metal to biomass ratio. For both metals, low metal to biomass ratio led to most of the metal being associated with the periplasmic space, with less Cd being taken up by cells overall. At high metal to biomass ratios, most of the Cd was associated with surface sites, whereas Cu also increased in surface sites but remained below periplasmic concentrations. These observations are consistent with metal internalization being the dominant process at low metal to biomass ratios, whereas was active efflux when metal to biomass was high, leading to equilibrium between cytoplasm and surface concentrations. Significantly, efflux was more intense for high biotoxicity Cd, consistent with active enzymatic regulation of Cu internalization/homeastasis, which is essential at low concentrations. Moreover, metal internalization increases as surface-bound metal increases, the maximum being constrained by maximum adsorption consistent with Langmuir adsorption behaviour. SUMMARIZE OF PAPER Bacterial metal internalization is a function of metal biotoxicity and metal loading.
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Affiliation(s)
- Lili Liang
- School of Environmental Studies, China University of Geosciences, Wuhan, 430074, China.
| | - Bryne T Ngwenya
- School of Geosciences, University of Edinburgh, James Hutton Road, Edinburgh EH9 3FE, UK.
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Moyson S, Town RM, Joosen S, Husson SJ, Blust R. The interplay between chemical speciation and physiology determines the bioaccumulation and toxicity of Cu(II) and Cd(II) toCaenorhabditis elegans. J Appl Toxicol 2018; 39:282-293. [DOI: 10.1002/jat.3718] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2018] [Revised: 07/31/2018] [Accepted: 07/31/2018] [Indexed: 01/24/2023]
Affiliation(s)
- Sofie Moyson
- Systemic Physiological and Ecotoxicological Research (SPHERE), Department of Biology; University of Antwerp; Groenenborgerlaan 171 BE-2020 Antwerp Belgium
| | - Raewyn M. Town
- Systemic Physiological and Ecotoxicological Research (SPHERE), Department of Biology; University of Antwerp; Groenenborgerlaan 171 BE-2020 Antwerp Belgium
| | - Steven Joosen
- Systemic Physiological and Ecotoxicological Research (SPHERE), Department of Biology; University of Antwerp; Groenenborgerlaan 171 BE-2020 Antwerp Belgium
| | - Steven J. Husson
- Systemic Physiological and Ecotoxicological Research (SPHERE), Department of Biology; University of Antwerp; Groenenborgerlaan 171 BE-2020 Antwerp Belgium
| | - Ronny Blust
- Systemic Physiological and Ecotoxicological Research (SPHERE), Department of Biology; University of Antwerp; Groenenborgerlaan 171 BE-2020 Antwerp Belgium
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Présent RM, Rotureau E, Billard P, Pagnout C, Sohm B, Flayac J, Gley R, Pinheiro JP, Duval JFL. Impact of intracellular metallothionein on metal biouptake and partitioning dynamics at bacterial interfaces. Phys Chem Chem Phys 2017; 19:29114-29124. [DOI: 10.1039/c7cp05456d] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
This study reports the quantitative evaluation of the metal biopartitioning dynamics following biouptake at bacterial interfaces with explicit account of the effects stemming from intracellular metal binding by metallothionein proteins.
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Affiliation(s)
- Romain M. Présent
- CNRS, LIEC (Laboratoire Interdisciplinaire des Environnements Continentaux)
- Vandoeuvre-lès-Nancy F54501
- France
- Université de Lorraine
- LIEC
| | - Elise Rotureau
- CNRS, LIEC (Laboratoire Interdisciplinaire des Environnements Continentaux)
- Vandoeuvre-lès-Nancy F54501
- France
- Université de Lorraine
- LIEC
| | - Patrick Billard
- CNRS, LIEC (Laboratoire Interdisciplinaire des Environnements Continentaux)
- Vandoeuvre-lès-Nancy F54501
- France
- Université de Lorraine
- LIEC
| | - Christophe Pagnout
- CNRS
- LIEC (Laboratoire Interdisciplinaire des Environnements Continentaux)
- UMR7360
- France
- Université de Lorraine
| | - Bénédicte Sohm
- CNRS
- LIEC (Laboratoire Interdisciplinaire des Environnements Continentaux)
- UMR7360
- France
- Université de Lorraine
| | - Justine Flayac
- CNRS
- LIEC (Laboratoire Interdisciplinaire des Environnements Continentaux)
- UMR7360
- France
- Université de Lorraine
| | - Renaud Gley
- CNRS, LIEC (Laboratoire Interdisciplinaire des Environnements Continentaux)
- Vandoeuvre-lès-Nancy F54501
- France
- Université de Lorraine
- LIEC
| | - José P. Pinheiro
- CNRS, LIEC (Laboratoire Interdisciplinaire des Environnements Continentaux)
- Vandoeuvre-lès-Nancy F54501
- France
- Université de Lorraine
- LIEC
| | - Jérôme F. L. Duval
- CNRS, LIEC (Laboratoire Interdisciplinaire des Environnements Continentaux)
- Vandoeuvre-lès-Nancy F54501
- France
- Université de Lorraine
- LIEC
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Barbero G, Lelidis I. Analysis of Warburg's impedance and its equivalent electric circuits. Phys Chem Chem Phys 2017; 19:24934-24944. [DOI: 10.1039/c7cp04032f] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
The analogy between a transmission line and an electrolytic cell is not physically grounded.
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Affiliation(s)
- G. Barbero
- Dipartimento di Scienza Applicata e Tecnologia
- Politecnico di Torino
- 10129 Torino
- Italy
- Moscow Engineering Physics Institute (MEPhI)
| | - I. Lelidis
- Dipartimento di Scienza Applicata e Tecnologia
- Politecnico di Torino
- 10129 Torino
- Italy
- Faculty of Physics
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