Evaluation of Complex Mixture Toxicity in the Milwaukee Estuary (WI, USA) Using Whole‐Mixture and Component‐Based Evaluation Methods

Author:

Maloney Erin M.1ORCID,Villeneuve Daniel L.2ORCID,Jensen Kathleen M.2,Blackwell Brett R.2ORCID,Kahl Michael D.2,Poole Shane T.2,Vitense Kelsey3,Feifarek David J.2,Patlewicz Grace4ORCID,Dean Kendra2,Tilton Charlene2,Randolph Eric C.2,Cavallin Jenna E.2ORCID,LaLone Carlie A.2ORCID,Blatz Donovan2,Schaupp Christopher M.2,Ankley Gerald T.2

Affiliation:

1. Department of Biology University of Minnesota‐Duluth Minnesota Duluth USA

2. Great Lakes Toxicology and Ecology Division US Environmental Protection Agency Duluth Minnesota USA

3. Scientific Computing and Data Curation Division US Environmental Protection Agency Duluth Minnesota USA

4. Center for Computational Toxicology and Exposure, US Environmental Protection Agency Research Triangle Park North Carolina USA

Abstract

AbstractAnthropogenic activities introduce complex mixtures into aquatic environments, necessitating mixture toxicity evaluation during risk assessment. There are many alternative approaches that can be used to complement traditional techniques for mixture assessment. Our study aimed to demonstrate how these approaches could be employed for mixture evaluation in a target watershed. Evaluations were carried out over 2 years (2017–2018) across 8–11 study sites in the Milwaukee Estuary (WI, USA). Whole mixtures were evaluated on a site‐specific basis by deploying caged fathead minnows (Pimephales promelas) alongside composite samplers for 96 h and characterizing chemical composition, in vitro bioactivity of collected water samples, and in vivo effects in whole organisms. Chemicals were grouped based on structure/mode of action, bioactivity, and pharmacological activity. Priority chemicals and mixtures were identified based on their relative contributions to estimated mixture pressure (based on cumulative toxic units) and via predictive assessments (random forest regression). Whole mixture assessments identified target sites for further evaluation including two sites targeted for industrial/urban chemical mixture effects assessment; three target sites for pharmaceutical mixture effects assessment; three target sites for further mixture characterization; and three low‐priority sites. Analyses identified 14 mixtures and 16 chemicals that significantly contributed to cumulative effects, representing high or medium priority targets for further ecotoxicological evaluation, monitoring, or regulatory assessment. Overall, our study represents an important complement to single‐chemical prioritizations, providing a comprehensive evaluation of the cumulative effects of mixtures detected in a target watershed. Furthermore, it demonstrates how different tools and techniques can be used to identify diverse facets of mixture risk and highlights strategies that can be considered in future complex mixture assessments. Environ Toxicol Chem 2023;42:1229–1256. © 2023 SETAC

Publisher

Wiley

Subject

Health, Toxicology and Mutagenesis,Environmental Chemistry

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