1
|
Price GAV, Stauber JL, Jolley DF, Koppel DJ, Van Genderen EJ, Ryan AC, Holland A. Development and Validation of Multiple Linear Regression Models for Predicting Chronic Zinc Toxicity to Freshwater Microalgae. ENVIRONMENTAL TOXICOLOGY AND CHEMISTRY 2023; 42:2630-2641. [PMID: 37728174 DOI: 10.1002/etc.5749] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 09/05/2023] [Accepted: 09/16/2023] [Indexed: 09/21/2023]
Abstract
Multiple linear regression (MLR) models were developed for predicting chronic zinc toxicity to a freshwater microalga, Chlorella sp., using three toxicity-modifying factors (TMFs): pH, hardness, and dissolved organic carbon (DOC). The interactive effects between pH and hardness and between pH and DOC were also included. Models were developed at three different effect concentration (EC) levels: EC10, EC20, and EC50. Models were independently validated using six different zinc-spiked Australian natural waters with a range of water chemistries. Stepwise regression found hardness to be an influential TMF in model scenarios and was retained in all final models, while pH, DOC, and interactive terms had variable influence and were only retained in some models. Autovalidation and residual analysis of all models indicated that models generally predicted toxicity and that there was little bias based on individual TMFs. The MLR models, at all effect levels, performed poorly when predicting toxicity in the zinc-spiked natural waters during independent validation, with models consistently overpredicting toxicity. This overprediction may be from another unaccounted for TMF that may be present across all natural waters. Alternatively, this consistent overprediction questions the underlying assumption that models developed from synthetic laboratory test waters can be directly applied to natural water samples. Further research into the suitability of applying synthetic laboratory water-based models to a greater range of natural waters is needed. Environ Toxicol Chem 2023;42:2630-2641. © 2023 The Authors. Environmental Toxicology and Chemistry published by Wiley Periodicals LLC on behalf of SETAC.
Collapse
Affiliation(s)
- Gwilym A V Price
- Faculty of Science, University of Technology Sydney Broadway, Ultimo, New South Wales, Australia
- CSIRO Land and Water, Lucas Heights, New South Wales, Australia
| | - Jenny L Stauber
- CSIRO Land and Water, Lucas Heights, New South Wales, Australia
- Department of Environment and Genetics, School of Agriculture, Biomedicine & Environment, Albury/Wodonga Campus, La Trobe University, Melbourne, Victoria, Australia
| | - Dianne F Jolley
- Environment, Community and Sustainability, Wollongong Resources, New South Wales, Australia
| | - Darren J Koppel
- CSIRO Land and Water, Lucas Heights, New South Wales, Australia
- Australian Institute of Marine Science, Crawley, Western Australia, Australia
| | | | - Adam C Ryan
- International Zinc Association, Durham, North Carolina, USA
| | - Aleicia Holland
- CSIRO Land and Water, Lucas Heights, New South Wales, Australia
- Department of Environment and Genetics, School of Agriculture, Biomedicine & Environment, Albury/Wodonga Campus, La Trobe University, Melbourne, Victoria, Australia
| |
Collapse
|
2
|
de Freitas Santos da Silva AC, de Santana CO, Dos Santos Vergilio C, de Jesus TB. Distribution, toxicity and bioaccumulation of trace metals in environmental matrices of an estuary in a protected area. MARINE POLLUTION BULLETIN 2023; 191:114928. [PMID: 37146550 DOI: 10.1016/j.marpolbul.2023.114928] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Revised: 03/22/2023] [Accepted: 04/07/2023] [Indexed: 05/07/2023]
Abstract
Mangroves are productive ecosystems that are highly threatened by anthropogenic activities. We investigated the environmental quality of the Serinhaém river estuary located in a legally protected area. Through chemical analysis of sediments and tissues of Cardisoma guanhumi, in addition to bioassays with elutriate involving Nitokra sp. and Thalassiosira pseudonana, we determined the contamination status and risk factors related to trace metals in the estuary. For the sediment, the concentrations of Cr and Ni were above the limit established by CONAMA n° 454/2012 in the "City" site, and Cr above the TEL in all sampling sites. Ecotoxicological tests showed high toxicity in samples from "City" and "Tributary". The elements Cr, Mn, Ni and Zn were also higher in crabs from these sites. Cr levels exceeded the Brazilian limit for food consumption. The bioaccumulation factor was not significant. However, the overall analysis proved that this estuary is increasingly impacted by anthropogenic pressure.
Collapse
Affiliation(s)
- Anna Carolina de Freitas Santos da Silva
- State University of Feira de Santana (UEFS), Programa de Pós-Graduação em Modelagem em Ciências da Terra e do Ambiente (PPGM), Avenida Transnordestina, s/n - Novo Horizonte, 44036-900 Feira de Santana, Bahia, Brazil.
| | - Carolina Oliveira de Santana
- State University of Feira de Santana (UEFS), Programa de Pós-Graduação em Ecologia e Evolução (PPGECOEVOL), Avenida Transnordestina, s/n - Novo Horizonte, 44036-900 Feira de Santana, Bahia, Brazil
| | - Cristiane Dos Santos Vergilio
- Federal University of Espirito Santo (UFES), Laboratório de Ecotoxicologia, Departamento de Biologia, Centro de Ciências Exatas, Naturais e da Saúde, Alto Universitário, S/N, Guararema, 29.500-00 Alegre, Espírito Santo, Brazil
| | - Taíse Bomfim de Jesus
- State University of Feira de Santana (UEFS), Programa de Pós-Graduação em Modelagem em Ciências da Terra e do Ambiente (PPGM), Avenida Transnordestina, s/n - Novo Horizonte, 44036-900 Feira de Santana, Bahia, Brazil.
| |
Collapse
|
3
|
McKnight KS, Gissi F, Adams MS, Stone S, Jolley D, Stauber J. The Effects of Nickel and Copper on Tropical Marine and Freshwater Microalgae Using Single and Multispecies Tests. ENVIRONMENTAL TOXICOLOGY AND CHEMISTRY 2023; 42:901-913. [PMID: 36896707 DOI: 10.1002/etc.5565] [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: 08/04/2022] [Revised: 09/11/2022] [Accepted: 01/14/2023] [Indexed: 06/18/2023]
Abstract
Microalgae are key components of aquatic food chains and are known to be sensitive to a range of contaminants. Much of the available data on metal toxicity to microalgae have been derived from temperate single-species tests with temperate data used to supplement tropical toxicity data sets to derive guideline values. In the present study, we used single-species and multispecies tests to investigate the toxicity of nickel and copper to tropical freshwater and marine microalgae, including the free-swimming stage of Symbiodinium sp., a worldwide coral endosymbiont. Based on the 10% effect concentration (EC10) for growth rate, copper was two to four times more toxic than nickel to all species tested. The temperate strain of Ceratoneis closterium was eight to 10 times more sensitive to nickel than the two tropical strains. Freshwater Monoraphidium arcuatum was less sensitive to copper and nickel in the multispecies tests compared with the single-species tests (EC10 values increasing from 0.45 to 1.4 µg Cu/L and from 62 to 330 µg Ni/L). The Symbiodinium sp. was sensitive to copper (EC10 of 3.1 µg Cu/L) and less sensitive to nickel (EC50 >1600 µg Ni/L). This is an important contribution of data on the chronic toxicity of nickel to Symbiodinium sp. A key result from the present study was that three microalgal species had EC10 values below the current copper water quality guideline value for 95% species protection in slightly to moderately disturbed systems in Australia and New Zealand, indicating that they may not be adequately protected by the current copper guideline value. By contrast, toxicity of nickel to microalgae is unlikely to occur at exposure concentrations typically found in fresh and marine waters. Environ Toxicol Chem 2023;42:901-913. © 2023 The Authors. Environmental Toxicology and Chemistry published by Wiley Periodicals LLC on behalf of SETAC.
Collapse
Affiliation(s)
| | - Francesca Gissi
- CSIRO Oceans and Atmosphere, Sydney, New South Wales, Australia
- Faculty of Science, Medicine and Health, University of Wollongong, Wollongong, New South Wales, Australia
| | - Merrin S Adams
- CSIRO Land and Water, Sydney, New South Wales, Australia
| | - Sarah Stone
- CSIRO Land and Water, Sydney, New South Wales, Australia
- Faculty of Science, Medicine and Health, University of Wollongong, Wollongong, New South Wales, Australia
| | - Dianne Jolley
- Faculty of Science, Medicine and Health, University of Wollongong, Wollongong, New South Wales, Australia
| | - Jenny Stauber
- CSIRO Land and Water, Sydney, New South Wales, Australia
| |
Collapse
|
4
|
Price GAV, Stauber JL, Jolley DF, Koppel DJ, Van Genderen EJ, Ryan AC, Holland A. Natural organic matter source, concentration, and pH influences the toxicity of zinc to a freshwater microalga. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2023; 318:120797. [PMID: 36496066 DOI: 10.1016/j.envpol.2022.120797] [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: 09/06/2022] [Revised: 11/16/2022] [Accepted: 11/29/2022] [Indexed: 06/17/2023]
Abstract
Zinc is a contaminant of concern in aquatic environments and is a known toxicant to many aquatic organisms. Dissolved organic matter (DOM) is a toxicity modifying factor for zinc and is an important water chemistry parameter. This study investigated the influence of DOM concentration, source, and water pH on the chronic toxicity of zinc to a freshwater microalga, Chlorella sp. The influence of DOM on zinc toxicity was dependent on both concentration and source. In the absence of DOM, the 72-h EC50 was 112 μg Zn.L-1. In the presence of a DOM high in fulvic-like components, zinc toxicity was either slightly decreased (<4-fold increase in EC10s across 15 mg C.L-1 range) or unchanged (minimal difference in EC50s). In the presence of a DOM high in humic-like (aromatic and high molecular weight) components, zinc toxicity was slightly decreased at the EC10 level and strongly increased at the EC50 level. The influence of pH on zinc toxicity was dependent on the source of DOM present in the water. In the presence of DOM high in humic-like components pH did not influence toxicity. In the presence of DOM high in fulvic-like components, pH had a significant effect on EC50 values. Labile zinc (measured by diffusive gradients in thin-films) followed linear relationships with dissolved zinc but could not explain the changes in observed toxicity, with similar DGT-labile zinc relationships shown for the two DOMs despite each DOM influencing toxicity differently. This indicates changes in toxicity may be unrelated to changes in zinc lability. The results suggest that increased toxicity of zinc in the presence of DOM may be due to direct uptake of Zn-DOM complexes. This study highlights the importance of considering DOM source and characteristics when incorporating DOM into water quality guidelines through bioavailability models.
Collapse
Affiliation(s)
- Gwilym A V Price
- Faculty of Science, University of Technology Sydney Broadway, NSW, 2007, Australia; CSIRO Land and Water, Lucas Heights, NSW, Australia.
| | - Jenny L Stauber
- CSIRO Land and Water, Lucas Heights, NSW, Australia; La Trobe University, School of Agriculture, Biomedicine & Environment, Department of Environment and Genetics, Centre for Freshwater Ecosystems, Albury/Wodonga Campus, Vic, Australia
| | | | - Darren J Koppel
- Australian Institute of Marine Science, Crawley, WA, Australia
| | | | - Adam C Ryan
- International Zinc Association, Durham, NC, USA
| | - Aleicia Holland
- CSIRO Land and Water, Lucas Heights, NSW, Australia; La Trobe University, School of Agriculture, Biomedicine & Environment, Department of Environment and Genetics, Centre for Freshwater Ecosystems, Albury/Wodonga Campus, Vic, Australia
| |
Collapse
|
5
|
Price GAV, Stauber JL, Holland A, Koppel DJ, Van Genderen EJ, Ryan AC, Jolley DF. The influence of hardness at varying pH on zinc toxicity and lability to a freshwater microalga, Chlorella sp. ENVIRONMENTAL SCIENCE. PROCESSES & IMPACTS 2022; 24:783-793. [PMID: 35442258 DOI: 10.1039/d2em00063f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Zinc is an essential element for aquatic organisms, however, activities such as mining and refining, as well as zinc's ubiquitous role in modern society can contribute to elevated environmental concentrations of zinc. Water hardness is widely accepted as an important toxicity modifying factor for metals in aquatic systems, though other factors such as pH are also important. This study investigated the influence of increasing water hardness, at three different pH values (6.7, 7.6 and 8.3), on the chronic toxicity of zinc to the growth rate of a microalgae, Chlorella sp. Zinc toxicity decreased with increasing hardness from 5 to 93 mg CaCO3 L-1 at all three pH values tested. The 72 h growth rate inhibition EC50 values ranged from 6.2 μg Zn L-1 (at 5 mg CaCO3 L-1, pH 8.3) to 184 μg Zn L-1 (at 92 mg CaCO3 L-1, pH 6.7). Increases in hardness from 93 to 402 mg CaCO3 L-1 generally resulted in no significant (p > 0.05) reduction in zinc toxicity. DGT-labile zinc measurements did not correspond with the observed changes in zinc toxicity as hardness was varied within a pH treatment. This suggests that cationic competition from increased hardness is decreasing zinc toxicity, rather than changes in metal lability. This study highlighted that current hardness algorithms used in water quality guidelines may not be sufficiently protective of sensitive species, such as Chlorella sp., in high hardness waters.
Collapse
Affiliation(s)
- Gwilym A V Price
- Faculty of Science, University of Technology Sydney Broadway, NSW 2007, Australia.
- CSIRO Land and Water, Lucas Heights, NSW, Australia
| | - Jenny L Stauber
- CSIRO Land and Water, Lucas Heights, NSW, Australia
- La Trobe University, School of Life Science, Department of Ecology, Environment and Evolution, Centre for Freshwater Ecosystems, Albury/Wodonga Campus, VIC, Australia
| | - Aleicia Holland
- CSIRO Land and Water, Lucas Heights, NSW, Australia
- La Trobe University, School of Life Science, Department of Ecology, Environment and Evolution, Centre for Freshwater Ecosystems, Albury/Wodonga Campus, VIC, Australia
| | - Darren J Koppel
- CSIRO Land and Water, Lucas Heights, NSW, Australia
- Curtin University, Faculty of Science and Engineering, Bentley, WA, Australia
| | | | - Adam C Ryan
- International Zinc Association, Durham, NC, USA
| | | |
Collapse
|
6
|
Rosales-Segovia K, Sans-Duñó J, Companys E, Puy J, Alcalde B, Anticó E, Fontàs C, Galceran J. Effective concentration signature of Zn in a natural water derived from various speciation techniques. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 806:151201. [PMID: 34699815 DOI: 10.1016/j.scitotenv.2021.151201] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Revised: 10/09/2021] [Accepted: 10/20/2021] [Indexed: 06/13/2023]
Abstract
The uptake of nutrients or toxicants by different organisms in aquatic systems is known to correlate with different fractions of the nutrient's or toxicant's total concentration. These fractions can be provided by different analytical techniques, from which the better correlation is expected to be found for those with a characteristic length comparable to that in the considered organism uptake. An effective concentration signature can be built up with the concentration values associated to the availability (i.e. fluxes in dynamic techniques) of the nutrient or toxicant measured by various analytical techniques with different characteristic lengths. Here, this new representation was obtained for the pool of Zn complexes in the Mediterranean stream Riera d'Osor (Girona, Catalonia, Spain) with a suite of four analytical techniques. Absence of Gradients and Nernstian Equilibrium Stripping (AGNES) and Polymer Inclusion Membrane (PIM) devices provided the free Zn concentration. Linear Anodic Stripping Voltammetry provided a labile fraction (defined here as cLASV, higher than the free concentration), related to the diffusion layer scale. Diffusion Gradients in Thin-films provided higher labile fractions (known as DGT concentrations, cDGT) connected to the different characteristic lengths of different configurations (e.g. one or two resin discs) longer, in any case, than that corresponding to LASV. The combination of the information retrieved by the techniques allowed to quantify lability degrees of the pool of Zn complexes and to build up the effective concentration signature for this water.
Collapse
Affiliation(s)
- Kevin Rosales-Segovia
- Departament de Química. Universitat de Lleida, and AGROTECNIO-CERCA, Rovira Roure 191, 25198 Lleida, Catalonia, Spain
| | - Jordi Sans-Duñó
- Departament de Química. Universitat de Lleida, and AGROTECNIO-CERCA, Rovira Roure 191, 25198 Lleida, Catalonia, Spain
| | - Encarna Companys
- Departament de Química. Universitat de Lleida, and AGROTECNIO-CERCA, Rovira Roure 191, 25198 Lleida, Catalonia, Spain
| | - Jaume Puy
- Departament de Química. Universitat de Lleida, and AGROTECNIO-CERCA, Rovira Roure 191, 25198 Lleida, Catalonia, Spain
| | - Berta Alcalde
- Departament de Química, Universitat de Girona, Maria Aurèlia Capmany 69, 17003 Girona, Catalonia, Spain
| | - Enriqueta Anticó
- Departament de Química, Universitat de Girona, Maria Aurèlia Capmany 69, 17003 Girona, Catalonia, Spain
| | - Clàudia Fontàs
- Departament de Química, Universitat de Girona, Maria Aurèlia Capmany 69, 17003 Girona, Catalonia, Spain
| | - Josep Galceran
- Departament de Química. Universitat de Lleida, and AGROTECNIO-CERCA, Rovira Roure 191, 25198 Lleida, Catalonia, Spain.
| |
Collapse
|