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Vlaeminck K, Viaene KPJ, Van Sprang P, Baken S, De Schamphelaere KAC. The Use of Mechanistic Population Models in Metal Risk Assessment: Combined Effects of Copper and Food Source on Lymnaea stagnalis Populations. ENVIRONMENTAL TOXICOLOGY AND CHEMISTRY 2019; 38:1104-1119. [PMID: 30756452 DOI: 10.1002/etc.4391] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2018] [Revised: 09/02/2019] [Accepted: 02/06/2019] [Indexed: 06/09/2023]
Abstract
Environmental risk assessment (ERA) of chemicals aims to protect populations, communities, and ecosystems. Population models are considered more frequent in ERA because they can bridge the gap between the individual and the population level. Lymnaea stagnalis (the great pond snail) is an organism that is particularly sensitive to various metals, including copper (Cu). In addition, the sensitivity of this species to Cu differs between food sources. The first goal of the present study was to investigate whether we could explain the variability in sensitivity between food sources (lettuce and fish flakes) at the individual level with a dynamic energy budget (DEB) model. By adapting an existing DEB model and calibrating it with Cu toxicity data, thereby combining information from 3 studies and 2 endpoints (growth and reproduction), we put forward inhibition of energy assimilation as the most plausible physiological mode of action (PMoA) of Cu. Furthermore, the variation in Cu sensitivity between both food sources was considerably lower at the PMoA level than at the individual level. Higher Cu sensitivity at individual level under conditions of lower food quality or availability appears to emerge from first DEB principles when inhibition of assimilation is the PMoA. This supports the idea that DEB explained Cu sensitivity variation between food sources. Our second goal was to investigate whether this food source effect propagated to the population level. By incorporating DEB in an individual-based model (IBM), population-level effects were predicted. Based on our simulations, the food source effect was still present at the population level, albeit less prominently. Finally, we compared predicted population-level effect concentration, x% (ECx) values with individual-level ECx values for different studies. Using the DEB-IBM, the range of effect concentrations decreased significantly: at the individual level, the difference in chronic EC10 values between studies was a factor of 70 (1.13-78 µg dissolved Cu/L), whereas at the population level the difference was a factor of 15 (2.9-44.6 µg dissolved Cu/L). To improve interstudy comparability, a bioavailability correction for differences in water chemistry was performed with a biotic ligand model. This further decreased the variation, down to a factor of 7.4. Applying the population model in combination with a bioavailability correction thus significantly decreased the variability of chronic effect concentrations of Cu for L. stagnalis. Overall, the results of the present study illustrate the potential usefulness of transitioning to a more modeling-based environmental risk assessment. Environ Toxicol Chem 2019;00:1-16. © 2019 SETAC.
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Affiliation(s)
- Karel Vlaeminck
- Environmental Toxicology Unit, Laboratory of Environmental Toxicology and Aquatic Ecology, Ghent University, Ghent, Belgium
- ARCHE Consulting, Ghent, Belgium
| | | | | | - Stijn Baken
- European Copper Institute, Brussels, Belgium
| | - Karel A C De Schamphelaere
- Environmental Toxicology Unit, Laboratory of Environmental Toxicology and Aquatic Ecology, Ghent University, Ghent, Belgium
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Jaikumar G, Baas J, Brun NR, Vijver MG, Bosker T. Acute sensitivity of three Cladoceran species to different types of microplastics in combination with thermal stress. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2018; 239:733-740. [PMID: 29723823 DOI: 10.1016/j.envpol.2018.04.069] [Citation(s) in RCA: 57] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/25/2018] [Revised: 03/27/2018] [Accepted: 04/16/2018] [Indexed: 06/08/2023]
Abstract
Microplastics (<5 mm, MP) are ubiquitously distributed in the environment, causing increasing concern regarding their potential toxicity to organisms. To date, most research has focussed on the impacts of MPs on marine and estuarine organisms, with fewer studies focussing on the effects of microplastics on freshwater ecosystems, especially under different environmental conditions. In the present study, the sensitivity of two temperate Cladoceran species, Daphnia magna and Daphnia pulex, and a smaller tropical species Ceriodaphnia dubia, to primary microplastics (PMP) and secondary (weathered) microplastics (SMP) was assessed. A prolonged acute toxicity assay (up to 72 or 96 h) was performed at 18°, 22°, and 26 °C, to determine the influence of temperature as an additional stressor and survival data were analysed using toxicokinetic-toxicodynamic (TK-TD) model. Acute sensitivity of D. magna and D. pulex to both PMP and SMP increased sharply with temperature, whereas that of C. dubia remained relatively stable across temperatures. C. dubia was the most sensitive species at 18 °C, followed by D. pulex and D. magna, which were of comparable sensitivity. However, this ranking was reversed at 26 °C as could be seen from the No Effect Concentration (NEC) estimates of the TK-TD model. In addition, SMP and PMP had a similar effect on D. magna and D. pulex, but PMP was more toxic to C. dubia. Effects on survival were strongly time-dependent and became substantially more severe after the standard 48 h test period. Our results indicate that sensitivity to microplastics may differ between species for different types of microplastics, and could be drastically influenced by temperature albeit at high exposure concentrations.
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Affiliation(s)
- Gayathri Jaikumar
- Institute of Environmental Sciences, Leiden University, P.O. Box 9518, 2300, RA Leiden, The Netherlands.
| | - Jan Baas
- Institute of Environmental Sciences, Leiden University, P.O. Box 9518, 2300, RA Leiden, The Netherlands; Centre for Ecology and Hydrology, Maclean Building, Oxfordshire OX10 8BB, Benson Lane, Wallingford, UK.
| | - Nadja R Brun
- Institute of Environmental Sciences, Leiden University, P.O. Box 9518, 2300, RA Leiden, The Netherlands.
| | - Martina G Vijver
- Institute of Environmental Sciences, Leiden University, P.O. Box 9518, 2300, RA Leiden, The Netherlands.
| | - Thijs Bosker
- Institute of Environmental Sciences, Leiden University, P.O. Box 9518, 2300, RA Leiden, The Netherlands; Leiden University College, Leiden University, P.O. Box 13228, 2501 EE, The Hague, The Netherlands.
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Naddy RB, Stubblefield WA, Bell RA, Wu KB, Santore RC, Paquin PR. Influence of Varying Water Quality Parameters on the Acute Toxicity of Silver to the Freshwater Cladoceran, Ceriodaphnia dubia. BULLETIN OF ENVIRONMENTAL CONTAMINATION AND TOXICOLOGY 2018; 100:69-75. [PMID: 29279993 DOI: 10.1007/s00128-017-2260-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/18/2017] [Accepted: 12/18/2017] [Indexed: 06/07/2023]
Abstract
The acute toxicity of silver to Ceriodaphnia dubia was investigated in laboratory reconstituted waters as well as in natural waters and reconstituted waters with natural organic matter. The water quality characteristics of the laboratory reconstituted waters were systematically varied. The parameters that demonstrated an ability to mitigate the acute toxic effects of silver were chloride, sodium, organic carbon, and chromium reducible sulfide. Factors that did not have a consistent effect on the acute toxicity of silver to C. dubia, at least over the range of conditions tested, included hardness, alkalinity, and pH. The biotic ligand model was calibrated to the observed test results and found to be of use in quantifying the effect of changing water quality characteristics on silver bioavailability and toxicity. The model generally predicted silver toxicity within a factor of two and should be useful in modifying water quality criteria.
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Affiliation(s)
- Rami B Naddy
- TRE Environmental Strategies, 100 Racquette Drive, Fort Collins, CO, 80524, USA.
| | - William A Stubblefield
- Department of Environmental and Molecular Toxicology, Oregon State University, Corvallis, OR, USA
| | - Russell A Bell
- Department of Chemistry, McMaster University, Hamilton, Ontario, L8S 4K1, Canada
| | - Kuen B Wu
- HDR Inc., 1 International Blvd., 10th Floor, Ste 1000, Mahwah, NJ, 07495, USA
| | - Robert C Santore
- Windward Environmental, LLC 224 Harrison St., Syracuse, NY, 13202, USA
| | - Paul R Paquin
- HDR Inc., 1 International Blvd., 10th Floor, Ste 1000, Mahwah, NJ, 07495, USA
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Harmon AR, Kennedy AJ, Laird JG, Bednar AJ, Steevens JA. Comparison of acute to chronic ratios between silver and gold nanoparticles, using Ceriodaphnia dubia. Nanotoxicology 2017; 11:1127-1139. [DOI: 10.1080/17435390.2017.1399219] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Affiliation(s)
- Ashley R. Harmon
- Environmental Laboratory, US Army Engineer Research and Development Center, Vicksburg, MS, USA
| | - Alan J. Kennedy
- Environmental Laboratory, US Army Engineer Research and Development Center, Vicksburg, MS, USA
| | - Jennifer G. Laird
- Environmental Laboratory, US Army Engineer Research and Development Center, Vicksburg, MS, USA
| | - Anthony J. Bednar
- Environmental Laboratory, US Army Engineer Research and Development Center, Vicksburg, MS, USA
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Stevenson LM, Krattenmaker KE, Johnson E, Bowers AJ, Adeleye AS, McCauley E, Nisbet RM. Standardized toxicity testing may underestimate ecotoxicity: Environmentally relevant food rations increase the toxicity of silver nanoparticles to Daphnia. ENVIRONMENTAL TOXICOLOGY AND CHEMISTRY 2017; 36:3008-3018. [PMID: 28556096 DOI: 10.1002/etc.3869] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2016] [Revised: 03/15/2017] [Accepted: 05/26/2017] [Indexed: 06/07/2023]
Abstract
Daphnia in the natural environment experience fluctuations in algal food supply, with periods when algal populations bloom and seasons when Daphnia have very little algal food. Standardized chronic toxicity tests, used for ecological risk assessment, dictate that Daphnia must be fed up to 400 times more food than they would experience in the natural environment (outside of algal blooms) for a toxicity test to be valid. This disconnect can lead to underestimating the toxicity of a contaminant. We followed the growth, reproduction, and survival of Daphnia exposed to 75 and 200 µg/L silver nanoparticles (AgNPs) at 4 food rations for up to 99 d and found that AgNP exposure at low, environmentally relevant food rations increased the toxicity of AgNPs. Exposure to AgNP at low food rations decreased the survival and/or reproduction of individuals, with potential consequences for Daphnia populations (based on calculated specific population growth rates). We also found tentative evidence that a sublethal concentration of AgNPs (75 µg/L) caused Daphnia to alter energy allocation away from reproduction and toward survival and growth. The present findings emphasize the need to consider resource availability, and not just exposure, in the environment when estimating the effect of a toxicant. Environ Toxicol Chem 2017;36:3008-3018. © 2017 SETAC.
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Affiliation(s)
- Louise M Stevenson
- Department of Ecology, Evolution and Marine Biology, University of California, Santa Barbara, California, USA
| | - Katherine E Krattenmaker
- Department of Ecology, Evolution and Marine Biology, University of California, Santa Barbara, California, USA
| | - Erica Johnson
- Department of Ecology, Evolution and Marine Biology, University of California, Santa Barbara, California, USA
| | - Alexandra J Bowers
- Department of Ecology, Evolution and Marine Biology, University of California, Santa Barbara, California, USA
| | - Adeyemi S Adeleye
- Bren School of Environmental Science & Management, University of California, Santa Barbara, California, USA
| | - Edward McCauley
- Department of Biological Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Roger M Nisbet
- Department of Ecology, Evolution and Marine Biology, University of California, Santa Barbara, California, USA
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Suzuki A, Kato Y, Matsuura T, Watanabe H. Growth evaluation method by live imaging of Daphnia magna and its application to the estimation of an insect growth regulator. J Appl Toxicol 2015; 35:68-74. [PMID: 25580482 DOI: 10.1002/jat.2988] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
The zooplankton Daphnia magna has been widely used as a test organism to assess the toxicity of chemical substances because of its important position in aquatic ecology and its ease of handling. Among the various endpoints for toxicity evaluation, growth rate is one of the most critical and many studies have been conducted. However, measurement f growth rate was time-consuming and not an ideal endpoint in terms of screening. In this study, we demonstrated a live imaging method to monitor the growth of daphnids by area measurement. In this method, daphnid images were directly obtained from a swimming chamber and these images were processed for the evaluation of growth. The reliability of this method was confirmed by comparison with the conventional dry weight method of the same animals. The body area of daphnids using this method showed a strong correlation with the dry weight method, with R(2) = 0.930. In addition, we quantified the effect of a toxicant, fenoxycarb, on the growth of the animal. Fenoxycarb concentrations of 0, 0.027,0.27 and 2.7 μg l(–1) were tested and their effects on growth were estimated by the live imaging method. In the toxicity test,the area of daphnids decreased significantly with increasing fenoxycarb concentration. These results indicate that the present live imaging method is a reliable approach for daphnid toxicity testing. This method is promising for high through put Daphnia toxicity tests and real-time individual observations.
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Sarkar B, Jaisai M, Mahanty A, Panda P, Sadique M, Nayak BB, Gallardo G, Thakur D, Bhattacharjee S, Dutta J. Optimization of the sublethal dose of silver nanoparticle through evaluating its effect on intestinal physiology of Nile tilapia (Oreochromis niloticus L.). JOURNAL OF ENVIRONMENTAL SCIENCE AND HEALTH. PART A, TOXIC/HAZARDOUS SUBSTANCES & ENVIRONMENTAL ENGINEERING 2015; 50:814-823. [PMID: 26030687 DOI: 10.1080/10934529.2015.1019800] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
Silver nanoparticles (SNPs) are widely used in a variety of biomedical and consumer products as an antimicrobial additive. The present study was conducted to evaluate the impacts of low-dose SNPs on intestinal physiology of tilapia (Oreochromis niloticus L.) for assessing its apparent environmental risk due to extensive commercial use. SNPs were synthesized by a chemical reduction method yielding 1-27 nm oval shaped particles. Early fingerlings of tilapia were exposed with two sublethal concentrations (0.8 and 0.4 mg L(-1)) of SNPs for twenty one days period and its impact on the intestinal physiology was evaluated by histochemistry, catalase expression, glutamate dehydrogenase activity, SDS-PAGE and gut micro flora count. Histological analysis showed thinning of intestinal wall, swelling on mucosal layer and immunohistochemical assay exhibited an enhanced catalase expression in SNPs treated fishes. Gut microflora count elicited a dose-dependent depletion and a variable SDS-PAGE profile followed by significant (P < 0.05) elevations in glutamate dehydrogenase activity in SNPs-treated fishes. This study was designed to provide a better understanding of environmentally acceptable, dose-dependent SNPs delivery in fishes and to formulate guidelines in aquatic toxicology.
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Affiliation(s)
- Biplab Sarkar
- a National Institute Abiotic Stress Management , Baramati, Pune , Maharashtra , India
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Gagné F, André C, Skirrow R, Gélinas M, Auclair J, van Aggelen G, Turcotte P, Gagnon C. Toxicity of silver nanoparticles to rainbow trout: a toxicogenomic approach. CHEMOSPHERE 2012; 89:615-622. [PMID: 22727896 DOI: 10.1016/j.chemosphere.2012.05.063] [Citation(s) in RCA: 62] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/09/2011] [Revised: 05/11/2012] [Accepted: 05/16/2012] [Indexed: 06/01/2023]
Abstract
Silver (Ag) nanoparticles are used as antimicrobial adjuvant in various products such as clothes and medical devices where the release of nano-Ag could contaminate the environment and harm wildlife. The purpose of this study was to examine the sublethal effects of nano-Ag and dissolved Ag on Oncorhynchus mykiss rainbow trout. Hepatic Ag contents and changes in gene expression were monitored to provide insights on bioavailability and mode of action of both forms of silver. Fish were exposed to increasing concentrations (0.06, 0.6 and 6 μg L(-1)) of nano-Ag (20 nm) and silver nitrate (AgNO(3)) for 96 h at 15°C. A gene expression analysis was performed in the liver using a DNA microarray of 207 stress-related genes followed by a quantitative polymerase chain reaction on a selection of genes for validation. The biochemical markers consisted of the determination of labile zinc, metallothioneins, DNA strand breaks, lipid peroxidation (LPO) and vitellogenin-like proteins. The analysis of total Ag in the aquarium water revealed that nano-Ag was mostly aggregated, with 1% of the total Ag being dissolved. Nevertheless, hepatic Ag content was significantly increased in exposed fish. Indeed, dissolved Ag was significantly more bioavailable than nano-Ag only at the highest concentration with 38 ± 10 and 11 ± 3 ng Ag mg(-1) proteins for dissolved and nano-Ag respectively. Exposure to both forms of Ag led to significant changes in gene expression for 13% of tested gene targets. About 12% of genes responded specifically to nano-Ag, while 10% of total gene targets responded specifically to dissolved Ag. The levels of vitellogenin-like proteins and DNA strand breaks were significantly reduced by both forms of Ag, but DNA break levels were lower with nano-Ag and could not be explained by the presence of ionic Ag. Labile zinc and the oxidized fraction of metallothioneins were increased by both forms of Ag, but LPO was significantly induced by nano-Ag only. A discriminant function analysis revealed that the responses obtained by biochemical markers and a selection of ten target genes were able to discriminate completely (100%) the effects of both forms of Ag. Exposure to nano-Ag involved genes in inflammation and dissolved Ag involved oxidative stress and protein stability. Hence, the toxicity of Ag will differ depending on the presence of Ag nanoparticles and aggregates.
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Affiliation(s)
- F Gagné
- Fluvial Ecosystem Research, Water Science and Technology, Environment Canada, Montréal, Que., Canada H2Y 2E7.
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Gagné F, Turcotte P, Gagnon C. Screening test of silver nanoparticles in biological samples by graphite furnace-atomic absorption spectrometry. Anal Bioanal Chem 2012; 404:2067-72. [DOI: 10.1007/s00216-012-6258-2] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2012] [Revised: 07/04/2012] [Accepted: 07/09/2012] [Indexed: 10/28/2022]
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