Volume 42, Issue 12 pp. 2666-2683
Environmental Toxicology
Open Data

Metal Mixture Toxicity of Ni, Cu, and Zn in Freshwater Algal Communities and the Correlation of Single-Species Sensitivities Among Single Metals: A Comparative Analysis

Andreas Fettweis

Corresponding Author

Andreas Fettweis

Division of Soil and Water Management, KU Leuven, Heverlee, Belgium

Address correspondence to [email protected]

Contribution: Conceptualization, Data curation, Formal analysis, Funding acquisition, ​Investigation, Methodology, Project administration, Software, Validation, Visualization, Writing - original draft

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Simon Hansul

Simon Hansul

Laboratory of Environmental Toxicology and Aquatic Ecology, Ghent University, Ghent, Belgium

Contribution: Conceptualization, ​Investigation, Methodology, Project administration, Validation, Writing - review & editing

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Karel De Schamphelaere

Karel De Schamphelaere

Laboratory of Environmental Toxicology and Aquatic Ecology, Ghent University, Ghent, Belgium

Contribution: Conceptualization, Funding acquisition, ​Investigation, Methodology, Project administration, Resources, Supervision, Validation, Writing - review & editing

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Erik Smolders

Erik Smolders

Division of Soil and Water Management, KU Leuven, Heverlee, Belgium

Contribution: Conceptualization, Funding acquisition, ​Investigation, Methodology, Project administration, Resources, Supervision, Validation, Writing - review & editing

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First published: 22 August 2023
Citations: 1

Abstract

The effects assessment of metals is mainly based on data of single metals on single species, thereby not accounting for effects of metal mixtures or effects of species interactions. Both of these effects were tested in combination, thereby hypothesizing that the sensitivity of a community to synergistic mixture toxicity depends on the correlation of single-species sensitivities among the single metals. Single-metal and metal-mixture effects were tested in full concentration–response experiments (fixed ray of 1:1:3 and 5:1:13 mass ratio Ni:Cu:Zn) on eight single freshwater algal species and 14 algal communities of four species each. The mean correlation of single-species median effect concentrations among the single metals (Ni–Cu, Cu–Zn, and Zn–Ni) for all species in a community ( r ̅ ) ranged from −0.4 to 0.9 among the communities; most of these (12/14) were positive. Functional endpoints (total biomass) were overall less sensitive than structural endpoints (Bray-Curtis similarity index) for communities with positively correlated single-species sensitivities among the single metals ( r ̅ > 0.33 ), suggesting that such correlations indicate functional redundancy under metal-mixture stress. Antagonistic metal-mixture interactions were predominantly found in single species, whereas metal-mixture interactions were antagonistic and surprisingly synergistic for the communities, irrespective of the reference mixture model used (concentration addition or independent action). The mixture interactions close to the carrying capacity (day 7) of communities gradually shifted from antagonism to more noninteractions with increasing correlation of single-species sensitivities among the single metals. Overall, this suggests that functional redundancy under mixed-metal stress comes at the cost of reduced biodiversity and that synergisms can emerge at the community level without any synergisms on the single-species level. Environ Toxicol Chem 2023;42:2666–2683. © 2023 SETAC.

Conflict of Interest

The authors confirm that this is an independent study and declare that there are no conflicts of interest.

Open Data

This article has earned an Open Data badge for making publicly available the digitally shareable data necessary to reproduce the reported results. The data are available at https://doi.org/10.6084/m9.figshare.23941461. Learn more about the Open Practices badges from the Center for Open Science: https://osf.io/tvyxz/wiki.

Data Availability Statement

The Supporting Information and raw data are publicly available at https://doi.org/10.6084/m9.figshare.23941461, and if required, more information can be requested by contacting Andreas Fettweis ([email protected]).

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