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Lalouette A, Degli Esposti D, Colomb C, Garnero L, Quéau H, Recoura-Massaquant R, Chaumot A. Chronic metal contamination shapes the size structure of Gammarus fossarum populations in French headwater rivers. ECOTOXICOLOGY (LONDON, ENGLAND) 2024:10.1007/s10646-024-02777-5. [PMID: 38990496 DOI: 10.1007/s10646-024-02777-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 07/01/2024] [Indexed: 07/12/2024]
Abstract
Assessing the effects of multigenerational exposure of aquatic animal populations to chemical contamination is essential for ecological risk assessment. However, beyond rare examples reporting the sporadic emergence of a toxicological tolerance within populations that persist in contaminated environments, conclusive results are even more limited from field studies when it comes to the alteration of life-history traits. Here, we investigated whether long-term exposure to cadmium (Cd) influences size-related life-history traits (i.e., size at puberty, median adult size, maximum size) in Gammarus fossarum, a keystone species of European stream ecosystems. We studied 13 field populations of G. fossarum (cryptic lineage B) living in headwater rivers located in natural areas scattered at a large geographical scale and exposed to contrasted bioavailable Cd contamination levels due to different local geochemical backgrounds. We achieved a detailed description of the physical and physicochemical conditions of the river reaches investigated. Land-use parameters, hydrological characteristics (flow, slope, river width, flow structure, mosaic of substrates), and physicochemical conditions (temperature, conductivity, dissolved oxygen) were measured. Metallic bioavailable contamination was assessed using a standardized active biomonitoring procedure (Gammarus caging). Based on the field demographic census of the 13 populations, our results demonstrated that chronic Cd contamination significantly influences life-history in the G. fossarum species, with a significant reduction in all size traits of populations (size at puberty, median adult size, maximum size). In addition, we confirmed Cd-tolerance in contaminated populations during exposure tests in the laboratory. Various hypotheses can be then put forward to explain the modification of size-related life-history traits: a direct toxic effect of Cd, a cost of Cd-tolerance, or an adaptive evolution of life-history exposed to toxic pressure.
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Affiliation(s)
- A Lalouette
- INRAE, UR RiverLy, Laboratoire d'écotoxicologie, Villeurbanne, F-69625, France
| | - D Degli Esposti
- INRAE, UR RiverLy, Laboratoire d'écotoxicologie, Villeurbanne, F-69625, France
| | - C Colomb
- INRAE, UR RiverLy, Laboratoire d'écotoxicologie, Villeurbanne, F-69625, France
| | - L Garnero
- INRAE, UR RiverLy, Laboratoire d'écotoxicologie, Villeurbanne, F-69625, France
| | - H Quéau
- INRAE, UR RiverLy, Laboratoire d'écotoxicologie, Villeurbanne, F-69625, France
| | | | - A Chaumot
- INRAE, UR RiverLy, Laboratoire d'écotoxicologie, Villeurbanne, F-69625, France.
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2
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Redžović Z, Erk M, Gottstein S, Sertić Perić M, Dautović J, Fiket Ž, Brkić AL, Cindrić M. Metal bioaccumulation in stygophilous amphipod Synurella ambulans in the hyporheic zone: The influence of environmental factors. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 866:161350. [PMID: 36603643 DOI: 10.1016/j.scitotenv.2022.161350] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Revised: 12/14/2022] [Accepted: 12/29/2022] [Indexed: 06/17/2023]
Abstract
Given the increasing need to protect vulnerable freshwater ecosystems and make them more resilient to human use and climate change, biomonitoring of the hyporheic zone (HZ), which plays a critical role in pollution attenuation, is essential. The aim of the present study was to assess the potential of the amphipod species Synurella ambulans as a bioindicator of metal contamination in the HZ of the Sava River (Croatia). Amphipods were collected during the four seasons at two sampling sites (average sampling depth 55 cm) differing in type (agricultural and urban) and intensity (diffuse and point source contamination) of anthropogenic influence, one located upstream (Medsave), and the other downstream (Jarun) of the wastewater treatment plant discharge. Concentrations of Al, Cd, Co, Cr, Cu, Fe, Mn, Ni, Pb, Rb, Sn, Zn, Ca, K, Mg and Na were measured in the interstitial water, sediments and specimens of S. ambulans by HR ICP-MS. Physicochemical parameters (temperature, DO, O2 saturation, pH, conductivity, alkalinity, total water hardness, CODKMnO4, nutrients) were measured in the interstitial water, while organic carbon was measured in the interstitial water and sediments. Metal concentrations in interstitial water and sediments were below thresholds set by environmental quality standards. Metal concentrations in S. ambulans were classified as follows: higher at the Jarun site (Al, Cr, Fe, Ni, Pb, Sn), higher at the Medsave site (Cd, Cu, Rb) and mostly comparable at both sites (Co, Mn, Zn). Bioaccumulation factors were generally higher at Jarun, with average values ranging from 322 to 143,278 L kg-1. Bioaccumulation of metals in S. ambulans depended on various environmental factors, with metal exposure level and dissolved macro elements showing the strongest association with metals accumulated in S. ambulans. The findings provided the first evidence on the suitability of S. ambulans as a good bioindicator of chronic metal contamination in the HZ.
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Affiliation(s)
- Zuzana Redžović
- Ruđer Bošković Institute, Division of Molecular Medicine, Bijenička cesta 54, 10000 Zagreb, Croatia
| | - Marijana Erk
- Ruđer Bošković Institute, Division of Molecular Medicine, Bijenička cesta 54, 10000 Zagreb, Croatia.
| | - Sanja Gottstein
- Faculty of Science, Division of Zoology, Rooseveltov trg 6, 10000 Zagreb, Croatia
| | - Mirela Sertić Perić
- Faculty of Science, Division of Zoology, Rooseveltov trg 6, 10000 Zagreb, Croatia
| | - Jelena Dautović
- Ruđer Bošković Institute, Division for Marine and Environmental Research, Bijenička cesta 54, 10000 Zagreb, Croatia
| | - Željka Fiket
- Ruđer Bošković Institute, Division for Marine and Environmental Research, Bijenička cesta 54, 10000 Zagreb, Croatia
| | | | - Mario Cindrić
- Ruđer Bošković Institute, Division of Molecular Medicine, Bijenička cesta 54, 10000 Zagreb, Croatia
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Town RM, van Leeuwen HP. Chemodynamic features of nickel(II) and its complexes: Implications for bioavailability in freshwaters. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2022; 241:113840. [PMID: 36068763 DOI: 10.1016/j.ecoenv.2022.113840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Revised: 05/28/2022] [Accepted: 06/30/2022] [Indexed: 06/15/2023]
Abstract
A robust description of the bioavailability of Ni(II) in freshwaters is fundamental for the setting of environmental quality standards. Current approaches assume that bioavailability is governed by the equilibrium concentration of the free metal ion in the bulk aqueous medium. Such strategies generally have limited predictive value: a suite of empirical fitting parameters is required to deal with variations in water chemistry. Herein we compile data on Ni(II) speciation under typical freshwater conditions and compute the lability of Ni(II) complexes with typical molecular and nanoparticulate components of dissolved organic carbon. In combination with an analysis of the kinetic setting of Ni(II) biouptake by freshwater organisms, we assess the potential contribution from dissociation of Ni(II) complexes to the diffusive supply flux of free Ni2+. The strategy takes into account the absolute and relative magnitudes of the Michaelis-Menten bioaffinity and bioconversion parameters for a range of freshwater organisms, together with dynamic chemical speciation descriptors under environmentally relevant conditions. The results show that the dissociation kinetics of Ni(II) complexes play a crucial role in buffering the free metal ion concentration at the biointerface. Our results highlight the need to couple the timescales of chemical reactivity with those of biouptake to properly identify the bioavailable fraction of Ni(II) in freshwaters.
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Affiliation(s)
- Raewyn M Town
- ECOSPHERE, Department of Biology, Universiteit Antwerpen, Groenenborgerlaan 171, 2020 Antwerpen, Belgium.
| | - Herman P van Leeuwen
- ECOSPHERE, Department of Biology, Universiteit Antwerpen, Groenenborgerlaan 171, 2020 Antwerpen, Belgium; Physical Chemistry and Soft Matter, Wageningen University & Research, Stippeneng 4, 6708 WE Wageningen, the Netherlands
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4
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Ratier A, Lopes C, Labadie P, Budzinski H, Delorme N, Quéau H, Peluhet L, Geffard O, Babut M. A Bayesian framework for estimating parameters of a generic toxicokinetic model for the bioaccumulation of organic chemicals by benthic invertebrates: Proof of concept with PCB153 and two freshwater species. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2019; 180:33-42. [PMID: 31059905 DOI: 10.1016/j.ecoenv.2019.04.080] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/09/2019] [Revised: 04/24/2019] [Accepted: 04/26/2019] [Indexed: 06/09/2023]
Abstract
Toxicokinetic (TK) models are relevant and widely used to predict chemical concentrations in biological organisms. The importance of dietary uptake for aquatic invertebrates has been increasingly assessed in recent years. However, the model parameters are estimated on limited specific laboratory data sets that are bounded by several uncertainties. The aim of this study was to implement a Bayesian framework for simultaneously estimating the parameters of a generic TK model for benthic invertebrate species from all data collected. We illustrate our approach on the bioaccumulation of PCB153 by two species with different life traits and therefore exposure routes: Chironomus riparius larvae exposed to spiked sediment for 7 days and Gammarus fossarum exposed to spiked sediment and/or leaves for 7 days and then transferred to a clean media for 7 more days. The TK models assuming first-order kinetics were fitted to the data using Bayesian inference. The median model predictions and their 95% credibility intervals showed that the model fit the data well. From a methodological point of view, this paper illustrates that simultaneously estimating all model parameters from all available data by Bayesian inference, while considering the correlation between parameters and different types of data, is a real added value for TK modeling. Moreover, we demonstrated the ability of a generic TK model considering uptake and elimination routes as modules to add according to the availability of the data measured. From an ecotoxicological point of view, we show differences in PCB153 bioaccumulation between chironomids and gammarids, explained by the different life traits of these two organisms.
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Affiliation(s)
- Aude Ratier
- Irstea, UR RiverLy, Centre de Lyon-Villeurbanne, 5 Avenue de la Doua, CS20244, 69625, Villeurbanne, Cedex, France
| | - Christelle Lopes
- Univ Lyon, Université Lyon 1, CNRS, Laboratoire de Biométrie et Biologie Evolutive UMR5558, F-69622, Villeurbanne, France.
| | - Pierre Labadie
- CNRS, Environnements et Paléoenvironnements Océaniques et Continentaux (EPOC), UMR 5805, Laboratoire de Physico- et Toxico-Chimie de l'environnement (LPTC), Université de Bordeaux, 351 cours de la Libération, 33405, Talence, France
| | - Hélène Budzinski
- CNRS, Environnements et Paléoenvironnements Océaniques et Continentaux (EPOC), UMR 5805, Laboratoire de Physico- et Toxico-Chimie de l'environnement (LPTC), Université de Bordeaux, 351 cours de la Libération, 33405, Talence, France
| | - Nicolas Delorme
- Irstea, UR RiverLy, Centre de Lyon-Villeurbanne, 5 Avenue de la Doua, CS20244, 69625, Villeurbanne, Cedex, France
| | - Hervé Quéau
- Irstea, UR RiverLy, Centre de Lyon-Villeurbanne, 5 Avenue de la Doua, CS20244, 69625, Villeurbanne, Cedex, France
| | - Laurent Peluhet
- CNRS, Environnements et Paléoenvironnements Océaniques et Continentaux (EPOC), UMR 5805, Laboratoire de Physico- et Toxico-Chimie de l'environnement (LPTC), Université de Bordeaux, 351 cours de la Libération, 33405, Talence, France
| | - Olivier Geffard
- Irstea, UR RiverLy, Centre de Lyon-Villeurbanne, 5 Avenue de la Doua, CS20244, 69625, Villeurbanne, Cedex, France
| | - Marc Babut
- Irstea, UR RiverLy, Centre de Lyon-Villeurbanne, 5 Avenue de la Doua, CS20244, 69625, Villeurbanne, Cedex, France
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5
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Pereira CMS, Blust R, De Schamphelaere KAC. Effect of temperature on nickel uptake and elimination in Daphnia magna. ENVIRONMENTAL TOXICOLOGY AND CHEMISTRY 2019; 38:784-793. [PMID: 30614036 DOI: 10.1002/etc.4352] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2018] [Revised: 08/18/2018] [Accepted: 12/25/2018] [Indexed: 06/09/2023]
Abstract
It is well known that temperature can affect the ecotoxicity of chemicals (including metals) to aquatic organisms. It was recently reported that nickel (Ni), a priority substance under the European Water Framework directive, showed decreasing chronic toxicity to Daphnia magna with increasing temperature, between 15 and 25 °C. We performed a toxicokinetic study to contribute to an increased mechanistic understanding of this effect. More specifically, we investigated the effect of temperature on Ni uptake and elimination in D. magna (in 4 clones) using an experimental design that included Ni exposures with different stable isotopic composition and using a one-compartment model for data analysis. Both Ni uptake and elimination were affected by temperature, and some clear interclonal differences were observed. On average (across all clones), however, a similar pattern of the effect of temperature was observed on both Ni uptake and elimination, that is, the uptake rate constant (ku ) and elimination rate constant (ke ) during 72 h of Ni exposure were lower at 25 than at 19 °C, by 2.6-fold and 1.6-fold, respectively, and they were similar at 19 and 15 °C. This pattern does not correspond to the effects of temperature on chronic Ni toxicity reported previously, suggesting that Ni compartmentalization and/or toxicodynamics may also be affected by temperature. The data gathered with our specific experimental design also allowed us to infer that 1) the ku was up-regulated over time, that is, the ku after 2 d of Ni exposure was significantly higher than the initial ku , by 1.5- to 2.3-fold, and 2) the ke decreased significantly when the external Ni exposure was stopped, by 1.2- to 1.9-fold. These 2 findings are in contrast with 2 commonly used assumptions in toxicokinetic models, that is, that ku is constant during exposure and ke is independent of external exposure. We suggest that future toxicokinetic studies consider these factors in their experimental designs and data analyses. Overall, our study contributes to the growing body of evidence that temperature affects toxicokinetics of metals (and chemicals in general), but at the same time we emphasize that knowledge of toxicokinetics alone is not necessarily sufficient to explain or predict temperature effects on (chronic) toxicity. Environ Toxicol Chem 2019;38:784-793. © 2019 SETAC.
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Affiliation(s)
- Cecília M S Pereira
- Laboratory of Environmental Toxicology and Aquatic Ecology, Ghent University, Gent, Belgium
- Laboratory for Systemic Physiology and Ecotoxicological Research, University of Antwerp, Belgium
| | - Ronny Blust
- Laboratory for Systemic Physiology and Ecotoxicological Research, University of Antwerp, Belgium
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Munroe SEM, Coates-Marnane J, Burford MA, Fry B. A benthic bioindicator reveals distinct land and ocean-Based influences in an urbanized coastal embayment. PLoS One 2018; 13:e0205408. [PMID: 30308010 PMCID: PMC6181360 DOI: 10.1371/journal.pone.0205408] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2018] [Accepted: 09/25/2018] [Indexed: 11/19/2022] Open
Abstract
Biogeochemical maps of coastal regions can be used to identify important influences and inputs that define nearshore environments and biota. Biogeochemical tracers can also track animal movement and their diet, monitor human coastal development, and evaluate the condition of habitats and species. However, the beneficial applications of spatial biogeochemical analysis are hindered by a limited understanding of how tracer distribution is affected by different land and ocean-based influences. To help address these knowledge gaps, we determined the spatial trends of three stable isotopes (δ13C-carbon, δ15N-nitrogen, δ34S-sulfur) and 13 major and trace elements in an urbanized coastal embayment (Moreton Bay, Australia), as incorporated into the muscle tissue of a marine consumer, the eastern king prawn Melicertus plebejus. Results were used to identify unique biochemical regions within the bay and to discuss how spatial patterns in tracers could be used to indicate the relative importance of catchment, urban and offshore drivers in coastal bays. Discriminant analysis identified seven biogeochemical regions that were likely distinguished by variation in catchment, urban, and offshore input, and habitat type. δ13C and δ15N patterns suggested nearshore areas could be distinguished by increased sediment resuspension and higher wastewater inputs from catchments. High inshore lead (Pb) and copper (Cu) concentrations were likely the result of urban input. Arsenic (As) and cadmium (Cd) increased further from shore. This trend implied oceanic influences were a significant control over As and Cd bioavailability. Cobalt (Co) and rare earths were also used to differentiate some nearshore areas, but incongruent distribution patterns in Co suggested it may be less reliable. Overall, results indicated that δ15N, δ13C, Cd, Cu, Pb and rare earth elements were the most reliable tracers to differentiate nearshore and offshore environments, and catchment-based effects. We encourage future studies to consider using a similar multivariate approach in coastal spatial analysis, and to include unrelated tracers that reflect distinct coastal influences.
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Affiliation(s)
- Samantha E. M. Munroe
- Australian Rivers Institute, School of the Environment, Griffith University, Nathan, Queensland, Australia
| | - Jack Coates-Marnane
- Australian Rivers Institute, School of the Environment, Griffith University, Nathan, Queensland, Australia
| | - Michele A. Burford
- Australian Rivers Institute, School of the Environment, Griffith University, Nathan, Queensland, Australia
| | - Brian Fry
- Australian Rivers Institute, School of the Environment, Griffith University, Nathan, Queensland, Australia
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7
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Lebrun JD, Uher E, Fechner LC. Behavioural and biochemical responses to metals tested alone or in mixture (Cd-Cu-Ni-Pb-Zn) in Gammarus fossarum: From a multi-biomarker approach to modelling metal mixture toxicity. AQUATIC TOXICOLOGY (AMSTERDAM, NETHERLANDS) 2017; 193:160-167. [PMID: 29096089 DOI: 10.1016/j.aquatox.2017.10.018] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/25/2017] [Revised: 10/23/2017] [Accepted: 10/24/2017] [Indexed: 06/07/2023]
Abstract
Metals are usually present as mixtures at low concentrations in aquatic ecosystems. However, the toxicity and sub-lethal effects of metal mixtures on organisms are still poorly addressed in environmental risk assessment. Here we investigated the biochemical and behavioural responses of Gammarus fossarum to Cu, Cd, Ni, Pb and Zn tested individually or in mixture (M2X) at concentrations twice the levels of environmental quality standards (EQSs) from the European Water Framework Directive. The same metal mixture was also tested with concentrations equivalent to EQSs (M1X), thus in a regulatory context, as EQSs are proposed to protect aquatic biota. For each exposure condition, mortality, locomotion, respiration and enzymatic activities involved in digestive metabolism and moult were monitored over a 120h exposure period. Multi-metric variations were summarized by the integrated biomarker response index (IBR). Mono-metallic exposures shed light on biological alterations occurring at environmental exposure levels in gammarids and depending on the considered metal and gender. As regards mixtures, biomarkers were altered for both M2X and M1X. However, no additive or synergistic effect of metals was observed comparing to mono-metallic exposures. Indeed, bioaccumulation data highlighted competitive interactions between metals in M2X, decreasing subsequently their internalisation and toxicity. IBR values indicated that the health of gammarids was more impacted by M1X than M2X, because of reduced competitions and enhanced uptakes of metals for the mixture at lower, EQS-like concentrations. Models using bioconcentration data obtained from mono-metallic exposures generated successful predictions of global toxicity both for M1X and M2X. We conclude that sub-lethal effects of mixtures identified by the multi-biomarker approach can lead to disturbances in population dynamics of gammarids. Although IBR-based models offer promising lines of enquiry to predict metal mixture toxicity, further studies are needed to confirm their predictive quality on larger ranges of metallic combinations before their use in field conditions.
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Affiliation(s)
- Jérémie D Lebrun
- Irstea, UR HBAN - Artemhys, CS 10030, 92761 Antony cedex, France; Federation of Research FIRE, FR-3020, 75005 Paris, France.
| | - Emmanuelle Uher
- Irstea, UR HBAN - Artemhys, CS 10030, 92761 Antony cedex, France; Federation of Research FIRE, FR-3020, 75005 Paris, France
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8
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Deruytter D, Baert JM, Nevejan N, De Schamphelaere KAC, Janssen CR. Mixture toxicity in the marine environment: Model development and evidence for synergism at environmental concentrations. ENVIRONMENTAL TOXICOLOGY AND CHEMISTRY 2017; 36:3471-3479. [PMID: 28710852 DOI: 10.1002/etc.3913] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2016] [Revised: 04/29/2017] [Accepted: 07/10/2017] [Indexed: 06/07/2023]
Abstract
Little is known about the effect of metal mixtures on marine organisms, especially after exposure to environmentally realistic concentrations. This information is, however, required to evaluate the need to include mixtures in future environmental risk assessment procedures. We assessed the effect of copper (Cu)-Nickel (Ni) binary mixtures on Mytilus edulis larval development using a full factorial design that included environmentally relevant metal concentrations and ratios. The reproducibility of the results was assessed by repeating this experiment 5 times. The observed mixture effects were compared with the effects predicted with the concentration addition model. Deviations from the concentration addition model were estimated using a Markov chain Monte-Carlo algorithm. This enabled the accurate estimation of the deviations and their uncertainty. The results demonstrated reproducibly that the type of interaction-synergism or antagonism-mainly depended on the Ni concentration. Antagonism was observed at high Ni concentrations, whereas synergism occurred at Ni concentrations as low as 4.9 μg Ni/L. This low (and realistic) Ni concentration was 1% of the median effective concentration (EC50) of Ni or 57% of the Ni predicted-no-effect concentration (PNEC) in the European Union environmental risk assessment. It is concluded that results from mixture studies should not be extrapolated to concentrations or ratios other than those investigated and that significant mixture interactions can occur at environmentally realistic concentrations. This should be accounted for in (marine) environmental risk assessment of metals. Environ Toxicol Chem 2017;36:3471-3479. © 2017 SETAC.
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Affiliation(s)
- David Deruytter
- Laboratory of Environmental Toxicology and Aquatic Ecology-GhEnToxLab, Department of Applied Ecology and Environmental Biology, Ghent University, Ghent, Belgium
| | - Jan M Baert
- Laboratory of Environmental Toxicology and Aquatic Ecology-GhEnToxLab, Department of Applied Ecology and Environmental Biology, Ghent University, Ghent, Belgium
| | - Nancy Nevejan
- Laboratory of Aquaculture & Artemia Reference Center, Department of Animal Production, Ghent University, Ghent, Belgium
| | - Karel A C De Schamphelaere
- Laboratory of Environmental Toxicology and Aquatic Ecology-GhEnToxLab, Department of Applied Ecology and Environmental Biology, Ghent University, Ghent, Belgium
| | - Colin R Janssen
- Laboratory of Environmental Toxicology and Aquatic Ecology-GhEnToxLab, Department of Applied Ecology and Environmental Biology, Ghent University, Ghent, Belgium
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Urien N, Farfarana A, Uher E, Fechner LC, Chaumot A, Geffard O, Lebrun JD. Comparison in waterborne Cu, Ni and Pb bioaccumulation kinetics between different gammarid species and populations: Natural variability and influence of metal exposure history. AQUATIC TOXICOLOGY (AMSTERDAM, NETHERLANDS) 2017; 193:245-255. [PMID: 29107926 DOI: 10.1016/j.aquatox.2017.10.016] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2017] [Revised: 10/17/2017] [Accepted: 10/22/2017] [Indexed: 06/07/2023]
Abstract
Kinetic parameters (uptake from solution and elimination rate constants) of Cu, Ni and Pb bioaccumulation were determined from two Gammarus pulex and three Gammarus fossrum wild populations collected from reference sites throughout France in order to assess the inter-species and the natural inter-population variability of metal bioaccumulation kinetics in that sentinel organism. For that, each population was independently exposed for seven days to either 2.5μgL-1 Cu (39.3nM), 40μgL-1 Ni (681nM) or 10μgL-1 Pb (48.3nM) in laboratory controlled conditions, and then placed in unexposed microcosms for a 7-day depuration period. In the same way, the possible influence of metal exposure history on subsequent metal bioaccumulation kinetics was addressed by collecting wild gammarids from three populations inhabiting stations contaminated either by Cd, Pb or both Pb and Ni (named pre-exposed thereafter). In these pre-exposed organisms, assessment of any changes in metal bioaccumulation kinetics was achieved by comparison with the natural variability of kinetic parameters defined from reference populations. Results showed that in all studied populations (reference and pre-exposed) no significant Cu bioaccumulation was observed at the exposure concentration of 2.5μgL-1. Concerning the reference populations, no significant differences in Ni and Pb bioaccumulation kinetics between the two species (G. pulex and G. fossarum) was observed allowing us to consider all the five reference populations to determine the inter-population natural variability, which was found to be relatively low (kinetic parameters determined for each population remained within a factor of 2 of the minimum and maximum values). Organisms from the population exhibiting a Pb exposure history presented reduced Ni uptake and elimination rate constants, whereas no influence on Ni kinetic parameters was observed in organisms from the population exhibiting an exposure history to both Ni and Pb. Furthermore Pb bioaccumulation kinetics were unaffected whatever the condition of pre-exposure in natural environment. Finally, these results highlight the complexity of confounding factors, such as metal exposure history, that influence metal bioaccumulation processes and showed that pre-exposure to one metal can cause changes in the bioaccumulation kinetics of other metals. These results also address the question of the underlying mechanisms developed by organisms to cope with metal contamination.
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Affiliation(s)
- N Urien
- Irstea, UR HBAN - Artemhys, 1 Rue Pierre-Gilles de Gennes, CS 10030, F-92761 Antony Cedex, France.
| | - A Farfarana
- Irstea, UR HBAN - Artemhys, 1 Rue Pierre-Gilles de Gennes, CS 10030, F-92761 Antony Cedex, France
| | - E Uher
- Irstea, UR HBAN - Artemhys, 1 Rue Pierre-Gilles de Gennes, CS 10030, F-92761 Antony Cedex, France
| | - L C Fechner
- Irstea, UR HBAN - Artemhys, 1 Rue Pierre-Gilles de Gennes, CS 10030, F-92761 Antony Cedex, France
| | - A Chaumot
- Irstea, UR MALY, Laboratoire d'écotoxicologie, Centre de Lyon-Villeurbanne, F-69625 Villeurbanne, France
| | - O Geffard
- Irstea, UR MALY, Laboratoire d'écotoxicologie, Centre de Lyon-Villeurbanne, F-69625 Villeurbanne, France
| | - J D Lebrun
- Irstea, UR HBAN - Artemhys, 1 Rue Pierre-Gilles de Gennes, CS 10030, F-92761 Antony Cedex, France; FIRE FR-3020,4 Place Jussieu, 75005 Paris, France
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De Castro-Català N, Muñoz I, Riera JL, Ford AT. Evidence of low dose effects of the antidepressant fluoxetine and the fungicide prochloraz on the behavior of the keystone freshwater invertebrate Gammarus pulex. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2017; 231:406-414. [PMID: 28822331 DOI: 10.1016/j.envpol.2017.07.088] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2017] [Revised: 07/18/2017] [Accepted: 07/26/2017] [Indexed: 05/27/2023]
Abstract
In recent years, behavior-related endpoints have been proposed as rapid and reliable ecotoxicological tools for risk assessment. In particular, the use of detritivores to test the toxicity of pollutants through feeding is currently becoming a well-known method. Experiments combining feeding with other behavioral endpoints can provide relevant information about direct and indirect toxicological effects of chemicals. We carried out a feeding experiment with the shredder Gammarus pulex in order to detect indirect (through leaf conditioning) and direct effects (through water exposure) of two pollutants at environmentally relevant concentrations: the fungicide prochloraz (6 μg/L) and the antidepressant fluoxetine (100 ng/L). Prochloraz inhibited fungal growth on leaves, but it did not affect either the microbial breakdown rates or the C:N ratio of the leaves. Individuals of G. pulex that were fed with treated leaves presented lower consumption rates, not only those fed with prochloraz-treated leaves, but also those fed with fluoxetine-treated leaves, and those fed with the mixture-treated leaves. Mixed-effects models revealed that the swimming velocity of the amphipods after the experiment was modulated by the exposure to fluoxetine, and also by the exposure to prochloraz. We demonstrate that both the antidepressant and the fungicide may cause significant sublethal effects at low concentrations. The combination of behavioral endpoints together with the application of mixed models provided a useful tool for early detection of the effects of toxicity mixtures in freshwater ecosystems.
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Affiliation(s)
- N De Castro-Català
- Departament de Biologia Evolutiva, Ecologia i Ciències Ambientals, Universitat de Barcelona, Av. Diagonal, 643, 08028 Barcelona, Spain.
| | - I Muñoz
- Departament de Biologia Evolutiva, Ecologia i Ciències Ambientals, Universitat de Barcelona, Av. Diagonal, 643, 08028 Barcelona, Spain
| | - J L Riera
- Departament de Biologia Evolutiva, Ecologia i Ciències Ambientals, Universitat de Barcelona, Av. Diagonal, 643, 08028 Barcelona, Spain
| | - A T Ford
- Institute of Marine Sciences, School of Biological Sciences, University of Portsmouth, Ferry Road, P04 9LY, Portsmouth, United Kingdom
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11
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Gismondi E, Thomé JP, Urien N, Uher E, Baiwir D, Mazzucchelli G, De Pauw E, Fechner LC, Lebrun JD. Ecotoxicoproteomic assessment of the functional alterations caused by chronic metallic exposures in gammarids. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2017; 225:428-438. [PMID: 28285888 DOI: 10.1016/j.envpol.2017.03.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/23/2016] [Revised: 02/28/2017] [Accepted: 03/01/2017] [Indexed: 06/06/2023]
Abstract
Very few ecotoxicological studies have been performed on long-term exposure under controlled conditions, hence limiting the assessment of the impact of chronic and diffuse chemical pressures on the health of aquatic organisms. In this study, an ecotoxicoproteomic approach was used to assess the integrated response and possible acclimation mechanisms in Gammarus fossarum following chronic exposures to Cd, Cu or Pb, at environmentally realistic concentrations (i.e. 0.25, 1.5 and 5 μg/L respectively). After 10-week exposure, changes in protein expression were investigated in caeca of control and exposed males. Gel-free proteomic analyses allowed for the identification of 35 proteins involved in various biological functions, for which 23 were significantly deregulated by metal exposures. The protein deregulation profiles were specific to each metal, providing evidence for metal-specific action sites and responses of gammarids. Among the tested metals, Cu was the most toxic in terms of mortality, probably linked with persistent oxidative stress. Moulting and osmoregulation were the major biological functions affected by Cu in the long-term. In Pb-exposed gammarids, significant deregulations of proteins involved in immune response and cytoskeleton were observed. Reproduction appears to be strongly affected in gammarids chronically exposed to Cd or Pb. Besides, modified expressions of several proteins involved in energy transfer and metabolism highlighted important energetic reshuffling to cope with chronic metal exposures. These results support the fact that metallic pressures induce a functional and energetic cost for individuals of G. fossarum with potential repercussions on population dynamics. Furthermore, this ecotoxicoproteomic study offers promising lines of enquiry in the development of new biomarkers that could make evidence of long-term impacts of metals on the health of organisms.
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Affiliation(s)
- E Gismondi
- Laboratory of Animal Ecology and Ecotoxicology, Center of Analytical Research and Technology (CART), Liège University, Belgium
| | - J-P Thomé
- Laboratory of Animal Ecology and Ecotoxicology, Center of Analytical Research and Technology (CART), Liège University, Belgium
| | - N Urien
- Irstea, UR HBAN - Artemhys, CS 10030, 92761 Antony Cedex, France; Institut National de La Recherche Scientifique, Centre Eau Terre et Environnement (INRS-ETE), 490 de La Couronne, Québec, Québec G1K 9A9, Canada
| | - E Uher
- Irstea, UR HBAN - Artemhys, CS 10030, 92761 Antony Cedex, France; Federation of Research FIRE, FR-3020, 75005 Paris, France
| | - D Baiwir
- Laboratory of Mass Spectrometry, GIGA-R, Liège University, Belgium
| | - G Mazzucchelli
- Laboratory of Mass Spectrometry, GIGA-R, Liège University, Belgium
| | - E De Pauw
- Laboratory of Mass Spectrometry, GIGA-R, Liège University, Belgium
| | | | - J D Lebrun
- Irstea, UR HBAN - Artemhys, CS 10030, 92761 Antony Cedex, France; Federation of Research FIRE, FR-3020, 75005 Paris, France.
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12
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Brix KV, Schlekat CE, Garman ER. The mechanisms of nickel toxicity in aquatic environments: An adverse outcome pathway analysis. ENVIRONMENTAL TOXICOLOGY AND CHEMISTRY 2017; 36:1128-1137. [PMID: 27935089 DOI: 10.1002/etc.3706] [Citation(s) in RCA: 57] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/12/2016] [Revised: 11/13/2016] [Accepted: 11/29/2016] [Indexed: 06/06/2023]
Abstract
Current ecological risk assessment and water quality regulations for nickel (Ni) use mechanistically based, predictive tools such as biotic ligand models (BLMs). However, despite many detailed studies, the precise mechanism(s) of Ni toxicity to aquatic organisms remains elusive. This uncertainty in the mechanism(s) of action for Ni has led to concern over the use of tools like the BLM in some regulatory settings. To address this knowledge gap, the authors used an adverse outcome pathway (AOP) analysis, the first AOP for a metal, to identify multiple potential mechanisms of Ni toxicity and their interactions with freshwater aquatic organisms. The analysis considered potential mechanisms of action based on data from a wide range of organisms in aquatic and terrestrial environments on the premise that molecular initiating events for an essential metal would potentially be conserved across taxa. Through this analysis the authors identified 5 potential molecular initiating events by which Ni may exert toxicity on aquatic organisms: disruption of Ca2+ homeostasis, disruption of Mg2+ homeostasis, disruption of Fe2+/3+ homeostasis, reactive oxygen species-induced oxidative damage, and an allergic-type response of respiratory epithelia. At the organ level of biological organization, these 5 potential molecular initiating events collapse into 3 potential pathways: reduced Ca2+ availability to support formation of exoskeleton, shell, and bone for growth; impaired respiration; and cytotoxicity and tumor formation. At the level of the whole organism, the organ-level responses contribute to potential reductions in growth and reproduction and/or alterations in energy metabolism, with several potential feedback loops between each of the pathways. Overall, the present AOP analysis provides a robust framework for future directed studies on the mechanisms of Ni toxicity and for developing AOPs for other metals. Environ Toxicol Chem 2017;36:1128-1137. © 2016 SETAC.
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Affiliation(s)
- Kevin V Brix
- EcoTox, Miami, Florida, USA
- RSMAS, University of Miami, Miami, Florida, USA
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13
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Prygiel E, Billon G, François A, Dumoulin D, Chaumot A, Geffard O, Criquet J, Prygiel J. Active biomonitoring for assessing effects of metal polluted sediment resuspension on gammarid amphipods during fluvial traffic. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2016; 218:129-139. [PMID: 27552046 DOI: 10.1016/j.envpol.2016.08.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2016] [Revised: 07/28/2016] [Accepted: 08/03/2016] [Indexed: 06/06/2023]
Abstract
The resuspension of polluted sediments by boat traffic could release substantial amounts of metals to the water column, affecting at the same time their bioavailability. In order to characterize the impact of sediment resuspensions on biota, caged amphipods have been deployed on three different channelized watercourses in Northern France. Firstly, the biological responses of transplanted freshwater gammarid amphipods, Gammarus fossarum, described by trace metal accumulation, feeding and reproduction activities were quite similar for the three water courses despite the differences of metal contamination and navigability. Secondly, the concentrations of metals accumulated in gammarids never exceeded the contamination thresholds previously defined for Co, Cu, Cr and Zn. Values were in the same order of magnitude whatever the studied site despite: (i) large differences noticed in the sediment quality and (ii) some concentrations in the overlying waters exceeding the Environmental Quality Standards (EQS) defined by the Water Framework Directive. Conversely, Pb was highly bioaccumulated with values systematically exceeding the threshold value whatever the site. Therefore, the impact of navigation cannot be proved and the difference between the 3 monitoring periods is rather attributed to environmental variability, probably linked to the seasonality. Moreover, this study also confirms that organisms sampled from a local population in the vicinity of the three studied watercourses could be used as test organisms, leading to similar results than the ones obtained with reference gammarids initially used for developing all the biological responses. This would simplify and then promote the development of studies based on gammarid amphipod, G. fossarum, as bioindicators.
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Affiliation(s)
- E Prygiel
- University Lille 1, Laboratory LASIR - UMR CNRS 8516, Cité Scientifique, 59655 Villeneuve d'Ascq, France; CEREMA, Direction Territoriale Nord-Picardie, 151 rue de Paris, 02100 Saint-Quentin, France
| | - G Billon
- University Lille 1, Laboratory LASIR - UMR CNRS 8516, Cité Scientifique, 59655 Villeneuve d'Ascq, France
| | - A François
- IRSTEA, UR MAEP Ecotoxicology, 5 rue de la Doua, 69626 Villeurbanne Cedex, France
| | - D Dumoulin
- University Lille 1, Laboratory LASIR - UMR CNRS 8516, Cité Scientifique, 59655 Villeneuve d'Ascq, France
| | - A Chaumot
- IRSTEA, UR MAEP Ecotoxicology, 5 rue de la Doua, 69626 Villeurbanne Cedex, France
| | - O Geffard
- IRSTEA, UR MAEP Ecotoxicology, 5 rue de la Doua, 69626 Villeurbanne Cedex, France.
| | - J Criquet
- University Lille 1, Laboratory LASIR - UMR CNRS 8516, Cité Scientifique, 59655 Villeneuve d'Ascq, France
| | - J Prygiel
- University Lille 1, Laboratory LASIR - UMR CNRS 8516, Cité Scientifique, 59655 Villeneuve d'Ascq, France; Agence de l'Eau Artois-Picardie, 200 rue Marceline, 59500 Douai, France
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14
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Le TTY, Nachev M, Grabner D, Hendriks AJ, Sures B. Development and Validation of a Biodynamic Model for Mechanistically Predicting Metal Accumulation in Fish-Parasite Systems. PLoS One 2016; 11:e0161091. [PMID: 27548282 PMCID: PMC4993497 DOI: 10.1371/journal.pone.0161091] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2016] [Accepted: 07/31/2016] [Indexed: 11/19/2022] Open
Abstract
Because of different reported effects of parasitism on the accumulation of metals in fish, it is important to consider parasites while interpreting bioaccumulation data from biomonitoring programmes. Accordingly, the first step is to take parasitism into consideration when simulating metal bioaccumulation in the fish host under laboratory conditions. In the present study, the accumulation of metals in fish-parasite systems was simulated by a one-compartment toxicokinetic model and compared to uninfected conspecifics. As such, metal accumulation in fish was assumed to result from a balance of different uptake and loss processes depending on the infection status. The uptake by parasites was considered an efflux from the fish host, similar to elimination. Physiological rate constants for the uninfected fish were parameterised based on the covalent index and the species weight while the parameterisation for the infected fish was carried out based on the reported effects of parasites on the uptake kinetics of the fish host. The model was then validated for the system of the chub Squalius cephalus and the acanthocephalan Pomphorhynchus tereticollis following 36-day exposure to waterborne Pb. The dissolved concentration of Pb in the exposure tank water fluctuated during the exposure, ranging from 40 to 120 μg/L. Generally, the present study shows that the one-compartment model can be an effective method for simulating the accumulation of metals in fish, taking into account effects of parasitism. In particular, the predicted concentrations of Cu, Fe, Zn, and Pb in the uninfected chub as well as in the infected chub and the acanthocephalans were within one order of magnitude of the measurements. The variation in the absorption efficiency and the elimination rate constant of the uninfected chub resulted in variations of about one order of magnitude in the predicted concentrations of Pb. Inclusion of further assumptions for simulating metal accumulation in the infected chub led to variations of around two orders of magnitude in the predictions. Therefore, further research is required to reduce uncertainty while characterising and parameterising the model for infected fish.
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Affiliation(s)
- T. T. Yen Le
- Department of Aquatic Ecology and Centre for Water and Environmental Research (ZWU), University of Duisburg-Essen, Essen, Germany
- * E-mail:
| | - Milen Nachev
- Department of Aquatic Ecology and Centre for Water and Environmental Research (ZWU), University of Duisburg-Essen, Essen, Germany
| | - Daniel Grabner
- Department of Aquatic Ecology and Centre for Water and Environmental Research (ZWU), University of Duisburg-Essen, Essen, Germany
| | - A. Jan Hendriks
- Department of Environmental Science, Faculty of Science, Radboud University Nijmegen, Nijmegen, the Netherlands
| | - Bernd Sures
- Department of Aquatic Ecology and Centre for Water and Environmental Research (ZWU), University of Duisburg-Essen, Essen, Germany
- Department of Zoology, University of Johannesburg, PO Box 524, Auckland Park 2006, Johannesburg, South Africa
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Bertin D, Labadie P, Ferrari BJD, Sapin A, Garric J, Geffard O, Budzinski H, Babut M. Potential exposure routes and accumulation kinetics for poly- and perfluorinated alkyl compounds for a freshwater amphipod: Gammarus spp. (Crustacea). CHEMOSPHERE 2016; 155:380-387. [PMID: 27139118 DOI: 10.1016/j.chemosphere.2016.04.006] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/13/2015] [Revised: 03/29/2016] [Accepted: 04/03/2016] [Indexed: 06/05/2023]
Abstract
Gammarids were exposed to sediments from a deposition site located on the Rhône River (France) downstream of a fluoropolymer manufacturing plant. Gammarids accumulated to various extents four long-chain perfluoroalkyl carboxylic acids (PFCAs) from C9 to C13, one sulfonate, perfluorooctane sulfonate (PFOS) and three of its precursors (the perflurooctane sulfonamide (FOSA), the N-methyl perfluorooctane sulfonamidoacetic acid (MeFOSAA), the N-ethyl perfluorooctane sulfonamidoacetic acid (EtFOSAA) and the 6:2 fluorotelomer sulfonic acid (6:2 FTSA). Whatever the compound, the steady state was not achieved after a 3-week exposure; elimination was almost complete after a 3-week depuration period for perfluorononanoic acid (PFNA), PFOS, the three precursors and the 6:2FTSA. However, this was not the case for long-chain PFCAs, whose elimination rates decreased with increasing chain length. PFAS accumulation in gammarids occurred via the trophic and respiratory pathways, in proportions varying with the carbon chain length and the terminal moiety.
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Affiliation(s)
- Delphine Bertin
- Irstea, UR MALY, Centre de Lyon-Villeurbanne, 5 rue de la Doua, BP 32108, 69626 Villeurbanne Cedex, France.
| | - Pierre Labadie
- Université de Bordeaux, Environnements et Paléoenvironnements Océaniques et Continentaux (EPOC), UMR 5805 CNRS, Laboratoire de Physico- et Toxico-Chimie de l'environnement (LPTC), 351 cours de la Libération, 33405 Talence, France; CNRS, Environnements et Paléoenvironnements Océaniques et Continentaux (EPOC), UMR 5805 CNRS, Laboratoire de Physico- et Toxico-Chimie de l'environnement (LPTC), 351 cours de la Libération, 33405 Talence, France
| | - Benoît J D Ferrari
- Irstea, UR MALY, Centre de Lyon-Villeurbanne, 5 rue de la Doua, BP 32108, 69626 Villeurbanne Cedex, France; Swiss Centre for Applied Ecotoxicology, Eawag/EPFL, EPFL ENAC IIE-GE, Station 2, CH-1015 Lausanne, Switzerland
| | - Alexandre Sapin
- Irstea, UR MALY, Centre de Lyon-Villeurbanne, 5 rue de la Doua, BP 32108, 69626 Villeurbanne Cedex, France.
| | - Jeanne Garric
- Irstea, UR MALY, Centre de Lyon-Villeurbanne, 5 rue de la Doua, BP 32108, 69626 Villeurbanne Cedex, France
| | - Olivier Geffard
- Irstea, UR MALY, Centre de Lyon-Villeurbanne, 5 rue de la Doua, BP 32108, 69626 Villeurbanne Cedex, France
| | - Hélène Budzinski
- Université de Bordeaux, Environnements et Paléoenvironnements Océaniques et Continentaux (EPOC), UMR 5805 CNRS, Laboratoire de Physico- et Toxico-Chimie de l'environnement (LPTC), 351 cours de la Libération, 33405 Talence, France; CNRS, Environnements et Paléoenvironnements Océaniques et Continentaux (EPOC), UMR 5805 CNRS, Laboratoire de Physico- et Toxico-Chimie de l'environnement (LPTC), 351 cours de la Libération, 33405 Talence, France
| | - Marc Babut
- Irstea, UR MALY, Centre de Lyon-Villeurbanne, 5 rue de la Doua, BP 32108, 69626 Villeurbanne Cedex, France.
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16
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Hadji R, Urien N, Uher E, Fechner LC, Lebrun JD. Contribution of aqueous and dietary uptakes to lead (Pb) bioaccumulation in Gammarus pulex: From multipathway modeling to in situ validation. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2016; 129:257-263. [PMID: 27057993 DOI: 10.1016/j.ecoenv.2016.03.033] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/01/2015] [Revised: 03/22/2016] [Accepted: 03/25/2016] [Indexed: 06/05/2023]
Abstract
Although dynamic approaches are nowadays used increasingly to describe metal bioaccumulation in aquatic organisms, the validation of such laboratory-derived modeling is rarely assessed under environmental conditions. Furthermore, information on bioaccumulation kinetics of Pb and the significance of its uptake by dietary route is scarce in freshwater species. This study aims at modeling aqueous and dietary uptakes of Pb in the litter-degrader Gammarus pulex and assessing the predictive quality of multipathway modeling from in situ bioaccumulation data. In microcosms, G. pulex were exposed to environmentally realistic concentrations of Pb (from 0.1 to 10µg/L) in the presence of Pb-contaminated poplar leaves, which were enclosed or not in a net to distinguish aqueous and dietary uptakes. Results show that water and food both constitute contamination sources for gammarids. Establishing biodynamic parameters involved in Pb aqueous and dietary uptake and elimination rates enabled to construct a multipathway model to describe Pb bioaccumulation in gammarids. This laboratory-derived model successfully predicted bioaccumulation measured in native populations of G. pulex collected in situ when local litter was used as dietary exposure source. This study demonstrates not only the suitable applicability of biodynamic parameters for predicting Pb bioaccumulation but also the necessity of taking dietary uptake into account for a better interpretation of the gammarids' contamination in natural conditions.
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Affiliation(s)
- Rym Hadji
- Irstea, UR HBAN - Ecotoxicology, CS 10030, 92761 Antony, France
| | - Nastassia Urien
- Irstea, UR HBAN - Ecotoxicology, CS 10030, 92761 Antony, France; Federation of Research FIRE, FR-3020, 75005 Paris, France
| | - Emmanuelle Uher
- Irstea, UR HBAN - Ecotoxicology, CS 10030, 92761 Antony, France; Federation of Research FIRE, FR-3020, 75005 Paris, France
| | - Lise C Fechner
- Irstea, UR HBAN - Ecotoxicology, CS 10030, 92761 Antony, France; Federation of Research FIRE, FR-3020, 75005 Paris, France; AgroParisTech, 75005 Paris, France
| | - Jérémie D Lebrun
- Irstea, UR HBAN - Ecotoxicology, CS 10030, 92761 Antony, France; Federation of Research FIRE, FR-3020, 75005 Paris, France.
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Urien N, Lebrun JD, Fechner LC, Uher E, François A, Quéau H, Coquery M, Chaumot A, Geffard O. Environmental relevance of laboratory-derived kinetic models to predict trace metal bioaccumulation in gammarids: Field experimentation at a large spatial scale (France). WATER RESEARCH 2016; 95:330-339. [PMID: 27016643 DOI: 10.1016/j.watres.2016.03.023] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2015] [Revised: 03/03/2016] [Accepted: 03/09/2016] [Indexed: 06/05/2023]
Abstract
Kinetic models have become established tools for describing trace metal bioaccumulation in aquatic organisms and offer a promising approach for linking water contamination to trace metal bioaccumulation in biota. Nevertheless, models are based on laboratory-derived kinetic parameters, and the question of their relevance to predict trace metal bioaccumulation in the field is poorly addressed. In the present study, we propose to assess the capacity of kinetic models to predict trace metal bioaccumulation in gammarids in the field at a wide spatial scale. The field validation consisted of measuring dissolved Cd, Cu, Ni and Pb concentrations in the water column at 141 sites in France, running the models with laboratory-derived kinetic parameters, and comparing model predictions and measurements of trace metal concentrations in gammarids caged for 7 days to the same sites. We observed that gammarids poorly accumulated Cu showing the limited relevance of that species to monitor Cu contamination. Therefore, Cu was not considered for model predictions. In contrast, gammarids significantly accumulated Pb, Cd, and Ni over a wide range of exposure concentrations. These results highlight the relevance of using gammarids for active biomonitoring to detect spatial trends of bioavailable Pb, Cd, and Ni contamination in freshwaters. The best agreements between model predictions and field measurements were observed for Cd with 71% of good estimations (i.e. field measurements were predicted within a factor of two), which highlighted the potential for kinetic models to link Cd contamination to bioaccumulation in the field. The poorest agreements were observed for Ni and Pb (39% and 48% of good estimations, respectively). However, models developed for Ni, Pb, and to a lesser extent for Cd, globally underestimated bioaccumulation in caged gammarids. These results showed that the link between trace metal concentration in water and in biota remains complex, and underlined the limits of these models, in their present form, to assess trace metal bioavailability in the field. We suggest that to improve model predictions, kinetic models need to be complemented, particularly by further assessing the influence of abiotic factors on trace metal uptake, and the relative contribution of the trophic route in the contamination of gammarids.
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Affiliation(s)
- N Urien
- Irstea, UR HBAN Hydrosystems and Bioprocesses, 1 rue Pierre-Gilles de Gennes, F-92761 Antony Cedex, France; FIRE FR-3020, 4 place Jussieu, 75005 Paris, France.
| | - J D Lebrun
- Irstea, UR HBAN Hydrosystems and Bioprocesses, 1 rue Pierre-Gilles de Gennes, F-92761 Antony Cedex, France; FIRE FR-3020, 4 place Jussieu, 75005 Paris, France
| | - L C Fechner
- Irstea, UR HBAN Hydrosystems and Bioprocesses, 1 rue Pierre-Gilles de Gennes, F-92761 Antony Cedex, France; FIRE FR-3020, 4 place Jussieu, 75005 Paris, France; AgroParisTech, 19 Avenue du Maine, F-75732 Paris Cedex 15, France
| | - E Uher
- Irstea, UR HBAN Hydrosystems and Bioprocesses, 1 rue Pierre-Gilles de Gennes, F-92761 Antony Cedex, France
| | - A François
- Irstea, UR MAEP Freshwater Systems, Ecology and Pollution, F-69626 Villeurbanne Cedex, France
| | - H Quéau
- Irstea, UR MAEP Freshwater Systems, Ecology and Pollution, F-69626 Villeurbanne Cedex, France
| | - M Coquery
- Irstea, UR MAEP Freshwater Systems, Ecology and Pollution, F-69626 Villeurbanne Cedex, France
| | - A Chaumot
- Irstea, UR MAEP Freshwater Systems, Ecology and Pollution, F-69626 Villeurbanne Cedex, France
| | - O Geffard
- Irstea, UR MAEP Freshwater Systems, Ecology and Pollution, F-69626 Villeurbanne Cedex, France
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18
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Urien N, Uher E, Billoir E, Geffard O, Fechner LC, Lebrun JD. A biodynamic model predicting waterborne lead bioaccumulation in Gammarus pulex: Influence of water chemistry and in situ validation. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2015; 203:22-30. [PMID: 25845358 DOI: 10.1016/j.envpol.2015.03.045] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2014] [Revised: 03/23/2015] [Accepted: 03/25/2015] [Indexed: 06/04/2023]
Abstract
Metals bioaccumulated in aquatic organisms are considered to be a good indicator of bioavailable metal contamination levels in freshwaters. However, bioaccumulation depends on the metal, the species, and the water chemistry that influences metal bioavailability. In the laboratory, a kinetic model was used to describe waterborne Pb bioaccumulated in Gammarus pulex. Uptake and elimination rate constants were successfully determined and the effect of Ca(2+) on Pb uptake was integrated into the model. Thereafter, accumulated Pb concentrations in organisms were predicted with the model and compared with those measured in native populations from the Seine watershed (France). The predictions had a good agreement with the bioaccumulation levels observed in native gammarids and particularly when the effect of calcium was considered. To conclude, kinetic parameters experimentally derived for Pb in G. pulex are applicable in environmental conditions. Moreover, the consideration of the water's chemistry is crucial for a reliable interpretation of bioaccumulation.
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Affiliation(s)
- N Urien
- Irstea, UR HBAN - Ecotoxicology, 1 rue Pierre-Gilles de Gennes, CS 10030, F-92761 Antony Cedex, France; FIRE FR-3020, 4 place Jussieu, 75005 Paris, France.
| | - E Uher
- Irstea, UR HBAN - Ecotoxicology, 1 rue Pierre-Gilles de Gennes, CS 10030, F-92761 Antony Cedex, France
| | - E Billoir
- Université de Lorraine, CNRS UMR 7360, Laboratoire Interdisciplinaire des Environnements Continentaux (LIEC), Metz, France
| | - O Geffard
- Irstea, UR MAEP, Freshwater Systems, Ecology and Pollution, 5 rue de la Doua, CS 70077, F-69626 Villeurbanne Cedex, France
| | - L C Fechner
- Irstea, UR HBAN - Ecotoxicology, 1 rue Pierre-Gilles de Gennes, CS 10030, F-92761 Antony Cedex, France; FIRE FR-3020, 4 place Jussieu, 75005 Paris, France; AgroParisTech, 19 Avenue du Maine, F-75732 Paris Cedex 15, France
| | - J D Lebrun
- Irstea, UR HBAN - Ecotoxicology, 1 rue Pierre-Gilles de Gennes, CS 10030, F-92761 Antony Cedex, France; FIRE FR-3020, 4 place Jussieu, 75005 Paris, France
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Lebrun JD, Geffard O, Urien N, François A, Uher E, Fechner LC. Seasonal variability and inter-species comparison of metal bioaccumulation in caged gammarids under urban diffuse contamination gradient: implications for biomonitoring investigations. THE SCIENCE OF THE TOTAL ENVIRONMENT 2015; 511:501-508. [PMID: 25577736 DOI: 10.1016/j.scitotenv.2014.12.078] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2014] [Revised: 12/16/2014] [Accepted: 12/22/2014] [Indexed: 06/04/2023]
Abstract
Although caging of Gammarus species offers promising lines of inquiry to monitor metal bioavailability in freshwaters, the interspecies responsiveness to metal exposures is still unclear. In addition, abiotic factors inherent to transplantation can hamper the interpretation of field bioaccumulation data. To assess the relevance of using gammarids as biomonitors, we investigated the seasonal influence on metal bioaccumulation in two common species, Gammarus pulex and Gammarus fossarum. During four seasons, caged gammarids were deployed on three sites along the Seine River exhibiting a diffuse gradient of multi-metal contamination: a site upstream and two sites downstream from the Paris megacity. For each seasonal deployment, metal concentrations in animals were determined after 7d-exposure in situ (Ag, Cd, Co, Cu, Mn, Ni, Pb and Zn). Results show that the seasonal patterns of metal contaminations are similar between both Gammarus species, and closely related to the river axis' contamination gradient. Statistical analyses indicate that bioaccumulation of essential metals in both species is influenced by season, especially by water temperature. This highlights the necessity to consider this climatic factor inherent to the deployment period for a reliable interpretation of bioaccumulation data in the field. The comparison of accumulation factors suggests that these two species coming from different geochemical origins display similar abilities to internalize metals. This generic responsiveness of caged gammarids supports their use as sentinel organisms to quantify low spatiotemporal variations in metal bioavailabilities.
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Affiliation(s)
- Jérémie D Lebrun
- Irstea, UR HBAN - Ecotoxicology, CS 10030, F-92761 Antony Cedex, France; FIRE, FR-3020, 75005 Paris, France.
| | - Olivier Geffard
- Irstea, UR MAEP - Ecotoxicology, CS 70077, F-69626 Villeurbanne Cedex, France
| | - Nastassia Urien
- Irstea, UR HBAN - Ecotoxicology, CS 10030, F-92761 Antony Cedex, France; FIRE, FR-3020, 75005 Paris, France
| | - Adeline François
- Irstea, UR MAEP - Ecotoxicology, CS 70077, F-69626 Villeurbanne Cedex, France
| | - Emmanuelle Uher
- Irstea, UR HBAN - Ecotoxicology, CS 10030, F-92761 Antony Cedex, France; FIRE, FR-3020, 75005 Paris, France
| | - Lise C Fechner
- Irstea, UR HBAN - Ecotoxicology, CS 10030, F-92761 Antony Cedex, France; FIRE, FR-3020, 75005 Paris, France; AgroParisTech, F-75005 Paris, France
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Wang C, Wei Z, Feng M, Wang L, Wang Z. The effects of hydroxylated multiwalled carbon nanotubes on the toxicity of nickel to Daphnia magna under different pH levels. ENVIRONMENTAL TOXICOLOGY AND CHEMISTRY 2014; 33:2522-2528. [PMID: 25088764 DOI: 10.1002/etc.2704] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/10/2014] [Revised: 06/21/2014] [Accepted: 07/29/2014] [Indexed: 06/03/2023]
Abstract
Hydroxylated multiwalled carbon nanotubes (OH-MWCNTs), with large amounts of hydrophilic groups attached on the nanoparticle surface, have caused considerable concern because of their inevitable release into aquatic environments. They may interact with other contaminants such as heavy metals and even influence their toxicity, fate, and transport. In the present study, the stability of OH-MWCNTs suspended in aerated Nanjing tap water (moderately hard) was evaluated using the spectrophotometric method. The toxicity of OH-MWCNTs to Daphnia magna was determined, and nontoxic concentrations were used in acute toxicity, accumulation, and sorption tests. It was found that OH-MWCNTs increased the Ni toxicity in a concentration-dependent manner under different pH levels. Nickel adsorption onto the OH-MWCNTs and the uptake of OH-MWCNTs increased the exposure of D. magna to Ni, which was verified by sorption and accumulation tests conducted under different pH levels. The lower pH level contributed to a higher overall toxicity, which could be interpreted by the increasing amount of Ni adsorption onto OH-MWCNTs with the decreasing pH levels.
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Affiliation(s)
- Chao Wang
- State Key Laboratory of Pollution Control and Resources Reuse, School of the Environment, Nanjing University, Nanjing, People's Republic of China
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Charles J, Crini G, Degiorgi F, Sancey B, Morin-Crini N, Badot PM. Unexpected toxic interactions in the freshwater amphipod Gammarus pulex (L.) exposed to binary copper and nickel mixtures. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2014; 21:1099-1111. [PMID: 23872894 DOI: 10.1007/s11356-013-1978-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/2013] [Accepted: 07/02/2013] [Indexed: 06/02/2023]
Abstract
To document the toxicity of copper and nickel in binary mixtures, freshwater amphipods Gammarus pulex were exposed to the metals given independently or as mixtures. Toxicity to Cu alone was relatively high: 96-h LC10 and LC50 were found at 91 and 196 μg L(-1), respectively. Toxicity to Ni alone was very low, with 96-h LC10 and LC50 of 44,900 and 79,200 μg L(-1), respectively. Mixture toxicities were calculated from single toxicity data using conventional models. Modeled toxicity was then compared with the measured toxicity of the binary mixture. Two kinds of mixtures were tested. Type I mixtures were designed as combinations of Cu and Ni given at the same effect concentrations, when taken independently, to identify possible interactions between copper and nickel. In type II mixtures, Cu concentrations varied from 0 to 600 μg L(-1) while the nickel concentration was kept constant at 500 μg L(-1) to mimic conditions of industrial wastewater discharges. Ni and Cu showed synergic effects in type I mixtures while type II mixtures revealed antagonistic effects. Low doses of Ni reduced Cu toxicity towards G. pulex. These results show that even for simple binary mixtures of contaminants with known chemistry and toxicity, unexpected interactions between the contaminants may occur. This reduces the reliability of conventional additivity models.
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Affiliation(s)
- Jérémie Charles
- UMR CNRS 6249 USC INRA Chrono-Environnement, Université de Franche-Comté, Place Leclerc, 25030, Besançon, France
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Lebrun JD, Uher E, Tusseau-Vuillemin MH, Gourlay-Francé C. Essential metal contents in indigenous gammarids related to exposure levels at the river basin scale: metal-dependent models of bioaccumulation and geochemical correlations. THE SCIENCE OF THE TOTAL ENVIRONMENT 2014; 466-467:100-108. [PMID: 23895780 DOI: 10.1016/j.scitotenv.2013.07.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/03/2013] [Revised: 06/04/2013] [Accepted: 07/01/2013] [Indexed: 06/02/2023]
Abstract
Biomonitoring, assumed to be an integrative measurement of the chemical exposure of aquatic organisms, is not straightforward for essential metals because they can be actively regulated by animals. Although increasing bioaccumulation with exposure levels is a crucial endpoint for the development of biomonitors, it is rarely verified in real environments, where the metal concentrations are rather low and vary little. This study was designed at the scale of a river basin to assess the ability of Gammarus pulex indigenous populations to accumulate Cu, Zn and Mn in realistic exposure conditions. During two annual campaigns, water and gammarids were collected at various sites contrasted in terms of physicochemistry and contamination. The results show significant relationships between metal concentrations in animals and in freshwaters established by conceptual models of bioaccumulation, but with patterns specific to each metal (base level, internal regulation and maximal accumulation). In particular, a saturation process of Cu accumulation occurs at environmental exposure levels, unlike Mn and Zn. Statistical analyses performed from field data show that Cu and Zn bioaccumulations may be influenced by a complex combination of geochemical variables, unlike Mn. We conclude that G. pulex is a useful candidate to monitor metal bioavailability in freshwaters due to its responsiveness to low exposures of surrounding environments. Nevertheless, a reliable quantification of bioavailability of essential metals requires characterizing some geochemical effects on metal bioaccumulation.
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Affiliation(s)
- Jérémie D Lebrun
- Irstea, UR HBAN-Ecotoxicology, 1 Rue Pierre-Gilles de Gennes, 92761 Antony, France.
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Uher E, Tusseau-Vuillemin MH, Gourlay-France C. DGT measurement in low flow conditions: diffusive boundary layer and lability considerations. ENVIRONMENTAL SCIENCE. PROCESSES & IMPACTS 2013; 15:1351-1358. [PMID: 23722876 DOI: 10.1039/c3em00151b] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
Recent papers have alerted the scientific community that a diffusive boundary layer (DBL) forming in front of diffusive gradients in thin film (DGT) devices when they are immersed in water might have a significant impact on the results and have suggested a method to assess the DBL. This paper aims at evaluating to what extent the DBL impacts the results of metal measurement in water by DGT and providing new information on the dissociation kinetics of metal complexes in wastewater by using DBL calculation. A careful study of the influence of the water velocity on the measurement with DGTs equipped with restricted gels is presented. Deployments took place in the laboratory with a range of stirring speeds (0-400 rpm) and in a canal receiving treated wastewater with increasing controlled water velocity (0.07-3 cm s(-1)). Even under extreme low flow conditions, the error made in using the equation that does not take into account that the DBL was lower than the analytical error. Nevertheless, the DBL is the seat of dissociation of complexes and increases the lability window beyond the steric constraints of the hydrogel. The capacity of restricted gels to only sample inorganic species under these conditions is questioned. This study also is an opportunity to provide information on metal-ligand interactions in wastewater by creating the kinetic signature of the wastewater. Unlike previous studies which used different types of water, Pb was the more limited metal and interacted strongly with the ligands.
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Affiliation(s)
- Emmanuelle Uher
- Irstea, UR HBAN Hydrosystèmes et bioprocédés, 1 rue Pierre-Gilles de Gennes, CS 10030, 92761 Antony Cedex, France.
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Verschoor AJ, Hendriks AJ, Vink JPM, de Snoo GR, Vijver MG. Multimetal accumulation in crustaceans in surface water related to body size and water chemistry. ENVIRONMENTAL TOXICOLOGY AND CHEMISTRY 2012; 31:2269-2280. [PMID: 22786803 DOI: 10.1002/etc.1941] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2012] [Revised: 05/03/2012] [Accepted: 05/31/2012] [Indexed: 06/01/2023]
Abstract
Many relationships of bioaccumulation of metals have been derived in the past, but verification in the field is often lacking. In the present study, the authors collected field data on bioaccumulation in caged Daphnia magna and Gammarus roeseli in 12 different contaminated brooks. Besides generating a comprehensive data set on bioaccumulation for these species, the authors also checked whether the bioavailability at the biotic ligand is useful to explain differences in observed bioaccumulation. Increasing bioaccumulation of Mn, Cd, Co, and Ni was observed, which leveled off at higher concentrations. Whole-body concentrations of Ca, Na, Mg, K, Fe, Cu, Se, and Zn were independent of exposure concentrations. Univariate and multivariate regressions were performed to examine the relationships between accumulated metals and dissolved metal concentrations (C(w) ), fractional occupancy of the biotic ligand (f(BL) ), species weight, and other undefined species traits. Significant relations between body weight and bioaccumulation were found for Na, Fe, Mn, Cd, Co, and Zn; smaller organisms accumulated larger amounts of these elements. Reduced body weight was accompanied by elevated concentrations of Co, Cu, and Fe in D. magna and elevated concentrations of Mn in G. roeseli, indicating toxicity. Although significant relations were found between bioaccumulation and f(BL) for Mn and Co, C(w) was a better predictor of bioaccumulation.
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Affiliation(s)
- Anja J Verschoor
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands.
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Lebrun JD, Perret M, Geffard A, Gourlay-Francé C. Modelling copper bioaccumulation in Gammarus pulex and alterations of digestive metabolism. ECOTOXICOLOGY (LONDON, ENGLAND) 2012; 21:2022-2030. [PMID: 22714815 DOI: 10.1007/s10646-012-0955-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 06/05/2012] [Indexed: 06/01/2023]
Abstract
Bioaccumulation enables to integrate the ability of aquatic organisms to regulate metals and effects of water chemistry on metal bioavailability. Linking this process to biological responses offers thus promising lines of enquiry for protecting aquatic ecosystems. This study aims at characterizing the mechanisms involved in waterborne Cu bioaccumulation and assessing metal impact on digestive metabolism in an ecosystem engineer widely distributed in Europe, Gammarus pulex. The organism was exposed to several Cu concentrations (from 0.5 to 100 μg/L) in aquatic microcosms to establish kinetic parameters for the construction and comparison of two bioaccumulation models, i.e. the biodynamic and saturation models. Cu uptake was recorded in waters exhibiting various concentrations of Na, Mg and Ca at environmental levels to assess the influence of cationic composition on bioaccumulation. Then, the effect of increasing Cu in exposure media on the digestive metabolism of G. pulex was investigated by measuring enzymatic activities (β-glucosidase, N-acetyl-β-glucosaminidase, β-galactosidase). We showed that the saturation model is more suitable than the biodynamic model to describe Cu bioaccumulation in gammarids due to a maximal capacity of animals to accumulate the metal. Cationic composition of water affected insignificantly Cu uptake. All activities of tested enzymes decreased with increasing Cu in exposure media but with different degrees. High correlations were established between the inhibition of enzymatic activities and amounts of Cu bioaccumulated by gammarids. These biological responses could thus provide early-warming of Cu impact on aquatic biota.
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Affiliation(s)
- Jérémie D Lebrun
- Laboratoire d'Ecotoxicologie, Irstea, UR HBAN Hydrosystèmes et Bioprocédés, 92761, Antony, France.
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Besse JP, Geffard O, Coquery M. Relevance and applicability of active biomonitoring in continental waters under the Water Framework Directive. Trends Analyt Chem 2012. [DOI: 10.1016/j.trac.2012.04.004] [Citation(s) in RCA: 62] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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