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Ternois M, Mougon M, Flahaut E, Dussutour A. Slime molds response to carbon nanotubes exposure: from internalization to behavior. Nanotoxicology 2021; 15:511-526. [PMID: 33705250 DOI: 10.1080/17435390.2021.1894615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Carbon nanotubes (CNTs) offer attractive opportunities due to their physical, electrical, mechanical, optical, and thermal properties. They are used in a wide range of applications and are found in numerous consumer products. On the downside, their increasing presence in the environment poses potential threats to living organisms and ecosystems. The aim of this study was to evaluate the toxicity of double-walled carbon nanotubes (DWCNTs) on a new model system: the acellular slime mold Physarum polycephalum. Despite its ecological significance, its simplicity of organization, and its behavioral complexity, exposure of such organisms to nanoparticles has been poorly investigated. Slime molds were exposed to DWCNTs using three routes of exposure (topical, food, environment). We first demonstrated that DWCNTs were rapidly internalized by slime molds especially when DWCNTs were mixed with the food or spread out in the environment. Secondly, we showed that a 6-week exposure to DWCNTs did not lead to bioaccumulation nor did it lead to persistence in the slime molds when they entered a resting stage. Thirdly, we revealed that 2 days following exposure, DWCNTs were almost entirely excreted from the slime molds. Lastly, we uncovered that DWCNTs exposure altered the migration speed, the pseudopods formation, and the expansion rate of the slime molds. Our results extend our current knowledge of CNTs cytotoxicity and introduce P. polycephalum as an ideal organism for nanotoxicology.
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Affiliation(s)
- Manon Ternois
- Research Centre on Animal Cognition (CRCA), Centre for Integrative Biology (CBI), UMR5169 CNRS, Toulouse University, Toulouse, France.,CIRIMAT, CNRS, INPT, UPS, UMR5085 CNRS-UPS-INPT, Toulouse University, Toulouse, France
| | - Maxence Mougon
- Research Centre on Animal Cognition (CRCA), Centre for Integrative Biology (CBI), UMR5169 CNRS, Toulouse University, Toulouse, France.,CIRIMAT, CNRS, INPT, UPS, UMR5085 CNRS-UPS-INPT, Toulouse University, Toulouse, France
| | - Emmanuel Flahaut
- CIRIMAT, CNRS, INPT, UPS, UMR5085 CNRS-UPS-INPT, Toulouse University, Toulouse, France
| | - Audrey Dussutour
- Research Centre on Animal Cognition (CRCA), Centre for Integrative Biology (CBI), UMR5169 CNRS, Toulouse University, Toulouse, France
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Mayne R, Morgan J, Whiting JGH, Phillips N, Adamatzky A. On measuring nanoparticle toxicity and clearance with Paramecium caudatum. Sci Rep 2019; 9:8957. [PMID: 31222047 PMCID: PMC6586663 DOI: 10.1038/s41598-019-45353-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2018] [Accepted: 05/31/2019] [Indexed: 12/03/2022] Open
Abstract
As the extent to which aquatic environments are polluted with nano-scale objects is becoming known, we are presented with an urgent need to study their effects on various forms of life and to clear and/or detoxify them. A range of methods exist to these ends, but a lack of inter-study comparability arising from an absence of experimental standardisation impedes progress. Here we present experiments that demonstrate measurement of orchestrated uptake and clearance of two environmentally-relevant nano- and micromaterials by a model aquatic microoraganism, Paramecium caudatum. Experiments were based on a simple, modular, multi-chamber platform that permits standardised control of organism behaviour and measurement of variables relevant to the study of nanotoxicology, including nanomaterial chemotaxis assays, bioaccumulation and deleterious effects on cell motility systems. Uptake of internalised materials may be estimated through the addition of a low-cost fluorescence spectrometer. P. caudatum cells can clear an estimated 0.7 fg of contaminant materials (or 161 of the particles used) per cell over a 5 mm distance per 6 hour experiment, whilst suffering few short-term adverse effects, suggesting that the organism and the platform used to investigate their properties are well-suited to a range of laboratory and field-based nanotoxicological studies.
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Affiliation(s)
- Richard Mayne
- Unconventional Computing Laboratory, University of the West of England, Bristol, BS16 1QY, UK.
| | - Jack Morgan
- Faculty of Health and Applied Sciences, University of the West of England, Bristol, BS16 1QY, UK
| | - James G H Whiting
- Unconventional Computing Laboratory, University of the West of England, Bristol, BS16 1QY, UK.,Health Technology Hub, University of the West of England, Bristol, BS16 1QY, UK
| | - Neil Phillips
- Unconventional Computing Laboratory, University of the West of England, Bristol, BS16 1QY, UK
| | - Andrew Adamatzky
- Unconventional Computing Laboratory, University of the West of England, Bristol, BS16 1QY, UK
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Mayne R, Whiting J, Adamatzky A. Toxicity and Applications of Internalised Magnetite Nanoparticles Within Live Paramecium caudatum Cells. BIONANOSCIENCE 2017; 8:90-94. [PMID: 29600158 PMCID: PMC5866280 DOI: 10.1007/s12668-017-0425-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The nanotechnology revolution has allowed us to speculate on the possibility of hybridising nanoscale materials with live substrates, yet significant doubt still remains pertaining to the effects of nanomaterials on biological matter. In this investigation, we cultivate the ciliated protistic pond-dwelling microorganism Paramecium caudatum in the presence of excessive quantities of magnetite nanoparticles in order to deduce potential beneficial applications for this technique, as well as observe any deleterious effects on the organisms’ health. Our findings indicate that this variety of nanoparticle is well-tolerated by P. caudatum cells, who were observed to consume them in quantities exceeding 5–12% of their body volume: cultivation in the presence of magnetite nanoparticles does not alter P. caudatum cell volume, swimming speed, growth rate or peak colony density and cultures may persist in nanoparticle-contaminated media for many weeks. We demonstrate that P. caudatum cells ingest starch-coated magnetite nanoparticles which facilitates their being magnetically immobilised whilst maintaining apparently normal ciliary dynamics, thus demonstrating that nanoparticle biohybridisation is a viable alternative to conventional forms of ciliate quieting. Ingested magnetite nanoparticle deposits appear to aggregate, suggesting that (a) the process of being internalised concentrates and may therefore detoxify (i.e. render less reactive) nanomaterial suspensions in aquatic environments, and (b) P. caudatum is a candidate organism for programmable nanomaterial manipulation and delivery.
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Affiliation(s)
- Richard Mayne
- Unconventional Computing Laboratory, University of the West of England, Bristol, UK
| | - James Whiting
- Unconventional Computing Laboratory, University of the West of England, Bristol, UK
| | - Andrew Adamatzky
- Unconventional Computing Laboratory, University of the West of England, Bristol, UK
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Gizzie N, Mayne R, Patton D, Kendrick P, Adamatzky A. On hybridising lettuce seedlings with nanoparticles and the resultant effects on the organisms' electrical characteristics. Biosystems 2016; 147:28-34. [PMID: 27424022 DOI: 10.1016/j.biosystems.2016.07.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2016] [Revised: 07/10/2016] [Accepted: 07/11/2016] [Indexed: 12/01/2022]
Abstract
Lettuce seedlings are attracting interest in the computing world due to their capacity to become hybrid circuit components, more specifically, in the creation of living 'wires'. Previous studies have shown that seedlings can be hybridised with gold nanoparticles and withstand mild electrical currents. In this study, lettuce seedlings were hybridised with a variety of metallic and non-metallic nanomaterials: carbon nanotubes, graphene oxide, aluminium oxide and calcium phosphate. Toxic effects and the following electrical properties were monitored: mean potential, resistance and capacitance. Macroscopic observations revealed only slight deleterious health effects after administration with one variety of particle, aluminium oxide. Mean potential in calcium phosphate-hybridised seedlings showed a considerable increase when compared with the control, whereas those administered with graphene oxide showed a small decrease; there were no notable variations across the remaining treatments. Electrical resistance decreased substantially in graphene oxide-treated seedlings whereas slight increases were shown following calcium phosphate and carbon nanotubes applications. Capacitance showed no considerable variation across treated seedlings. These results demonstrate that use of some nanomaterials, specifically graphene oxide and calcium phosphate, may be towards biohybridisation purposes including the generation of living 'wires'.
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Affiliation(s)
- Nina Gizzie
- Unconventional Computing Centre, University of the West of England, Bristol BS16 1QY, United Kingdom.
| | - Richard Mayne
- Unconventional Computing Centre, University of the West of England, Bristol BS16 1QY, United Kingdom.
| | - David Patton
- Faculty of Health and Applied Sciences, University of the West of England, Bristol BS16 1QY, United Kingdom.
| | - Paul Kendrick
- Faculty of Health and Applied Sciences, University of the West of England, Bristol BS16 1QY, United Kingdom.
| | - Andrew Adamatzky
- Unconventional Computing Centre, University of the West of England, Bristol BS16 1QY, United Kingdom.
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Whiting JGH, Mayne R, Moody N, de Lacy Costello B, Adamatzky A. Practical circuits with Physarum Wires. Biomed Eng Lett 2016. [DOI: 10.1007/s13534-016-0212-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
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Gizzie N, Mayne R, Yitzchaik S, Ikbal M, Adamatzky A. Living Wires — Effects of Size and Coating of Gold Nanoparticles in Altering the Electrical Properties ofPhysarum polycephalumand Lettuce Seedlings. ACTA ACUST UNITED AC 2016. [DOI: 10.1142/s179398441650001x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
The manipulation of biological substrates is becoming more popular route toward generating novel computing devices. Physarum polycephalum is used as a model organism in biocomputing because it can create “wires” for use in hybrid circuits; programmable growth by manipulation through external stimuli and the ability withstanding a current and its tolerance to hybridization with a variety of nano/microparticles. Lettuce seedlings have also had previous interest invested in them for generating plant wires, although currently there is little information as to their suitability for such applications. In this study both P. polycephalum and Lettuce seedlings were hybridized with gold nanoparticles — functionalized and unfunctionalized — to explore their uptake, toxicological effects and, crucially, any alterations in electrical properties they bestow upon the organisms. Using various microscopy techniques it was shown that P. polycephalum and lettuce seedlings are able to internalize nanoparticles and assemble them in vivo, however some toxicological effects were observed. The electrical resistance of both lettuce seedlings and P. polycephalum was found to decrease, the most significant reduction being with lettuce seedlings whose resistance reduced from 3[Formula: see text]M[Formula: see text]s to 0.5[Formula: see text]M[Formula: see text]s. We conclude that gold is a suitable nanomaterial for biohybridization specifically in creating conductive pathways for more efficient biological wires in self-growing hybrid circuitry.
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Affiliation(s)
- Nina Gizzie
- Unconventional Computing Group, University of the West of England, Bristol, UK
| | - Richard Mayne
- Unconventional Computing Group, University of the West of England, Bristol, UK
| | - Shlomo Yitzchaik
- Institute of Chemistry, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Muhamad Ikbal
- Institute of Chemistry, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Andrew Adamatzky
- Unconventional Computing Group, University of the West of England, Bristol, UK
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Abstract
Networks of protoplasmic tubes of organism Physarum polycehpalum are macro-scale structures which optimally span multiple food sources to avoid repellents yet maximize coverage of attractants. When data are presented by configurations of attractants and behaviour of the slime mould is tuned by a range of repellents, the organism preforms computation. It maps given data configuration into a protoplasmic network. To discover physical means of programming the slime mould computers we explore conductivity of the protoplasmic tubes; proposing that the network connectivity of protoplasmic tubes shows pathway-dependent plasticity. To demonstrate this we encourage the slime mould to span a grid of electrodes and apply AC stimuli to the network. Learning and weighted connections within a grid of electrodes is produced using negative and positive voltage stimulation of the network at desired nodes; low frequency (10 Hz) sinusoidal (0.5 V peak-to-peak) voltage increases connectivity between stimulated electrodes while decreasing connectivity elsewhere, high frequency (1000 Hz) sinusoidal (2.5 V peak-to-peak) voltage stimulation decreases network connectivity between stimulated electrodes. We corroborate in a particle model. This phenomenon may be used for computation in the same way that neural networks process information and has the potential to shed light on the dynamics of learning and information processing in non-neural metazoan somatic cell networks.
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Adamatzky A. Slime mould processors, logic gates and sensors. PHILOSOPHICAL TRANSACTIONS. SERIES A, MATHEMATICAL, PHYSICAL, AND ENGINEERING SCIENCES 2015; 373:rsta.2014.0216. [PMID: 26078344 DOI: 10.1098/rsta.2014.0216] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 04/21/2015] [Indexed: 06/04/2023]
Abstract
A heterotic, or hybrid, computation implies that two or more substrates of different physical nature are merged into a single device with indistinguishable parts. These hybrid devices then undertake coherent acts on programmable and sensible processing of information. We study the potential of heterotic computers using slime mould acting under the guidance of chemical, mechanical and optical stimuli. Plasmodium of acellular slime mould Physarum polycephalum is a gigantic single cell visible to the unaided eye. The cell shows a rich spectrum of behavioural morphological patterns in response to changing environmental conditions. Given data represented by chemical or physical stimuli, we can employ and modify the behaviour of the slime mould to make it solve a range of computing and sensing tasks. We overview results of laboratory experimental studies on prototyping of the slime mould morphological processors for approximation of Voronoi diagrams, planar shapes and solving mazes, and discuss logic gates implemented via collision of active growing zones and tactile responses of P. polycephalum. We also overview a range of electronic components--memristor, chemical, tactile and colour sensors-made of the slime mould.
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Affiliation(s)
- A Adamatzky
- Unconventional Computing Centre, University of the West of England, Bristol, UK
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