title: Metal mixtures modeling evaluation project: 1. Background.
abstract: Despite more than 5 decades of aquatic toxicity tests conducted with metal mixtures, there is still a need to understand how metals interact in mixtures and to predict their toxicity more accurately than what is currently done. The present study provides a background for understanding the terminology, regulatory framework, qualitative and quantitative concepts, experimental approaches, and visualization and data-analysis methods for chemical mixtures, with an emphasis on bioavailability and metal-metal interactions in mixtures of waterborne metals. In addition, a Monte Carlo-type randomization statistical approach to test for nonadditive toxicity is presented, and an example with a binary-metal toxicity data set demonstrates the challenge involved in inferring statistically significant nonadditive toxicity. This background sets the stage for the toxicity results, data analyses, and bioavailability models related to metal mixtures that are described in the remaining articles in this special section from the Metal Mixture Modeling Evaluation project and workshop. It is concluded that although qualitative terminology such as additive and nonadditive toxicity can be useful to convey general concepts, failure to expand beyond that limited perspective could impede progress in understanding and predicting metal mixture toxicity. Instead of focusing on whether a given metal mixture causes additive or nonadditive toxicity, effort should be directed to develop models that can accurately predict the toxicity of metal mixtures.
authors.affiliation: Department of Chemistry and Geochemistry, Colorado School of Mines, Golden, Colorado, USA; ARCADIS US, Lakewood, Colorado, USA.
authors.forename: Joseph S
authors.initials: JS
authors.lastname: Meyer
authors.forename: Kevin J
authors.initials: KJ
authors.lastname: Farley
authors.forename: Emily R
authors.initials: ER
authors.lastname: Garman
mesh_terms: D004347:Drug Interactions; D008670:Metals / Q000633:toxicity*; D008954:Models, Biological; D015233:Models, Statistical; D009010:Monte Carlo Method; D011897:Random Allocation; D009626:Terminology as Topic; D014874:Water Pollutants, Chemical / Q000633:toxicity*
chemical_list: D008670:Metals; D014874:Water Pollutants, Chemical
keywords: Concentration addition; Interaction; Randomization; Response addition; Toxic units