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Updated: May 23, 2026

Necropsy-based Wild Fish Health Assessment
Published on: September 11, 2018
From exposure to effect: Exploring adverse outcome pathways in fish responses to a large mining disaster
Manuela Santos Santana1, Leonardo Sandrini-Neto1, Gisele Daiane Pinha2
1Laboratório de Ecologia Marinho (ECOMar), Centro de Estudos do Mar, Universidade Federal do Paraná - Pontal do Paraná, PR, Brazil.
This study integrates Adverse Outcome Pathways (AOPs) with causal modeling for environmental monitoring. It reveals how toxic pressure from metal(loid)s impacts fish health and growth, highlighting context-dependent biological responses.
Area of Science:
- Environmental Science
- Ecotoxicology
- Biomonitoring
Background:
- Long-term environmental monitoring generates complex data.
- Understanding toxicant impacts requires integrated frameworks.
- The 2015 Brazil tailings dam collapse provides a case study for assessing environmental recovery.
Purpose of the Study:
- To develop and apply a novel framework combining Adverse Outcome Pathways (AOPs) and probabilistic causal modeling for interpreting environmental monitoring data.
- To assess the impact of metal(loid) toxic pressure on aquatic ecosystems post-tailings dam collapse.
- To link sub-individual biomarker responses to population-level outcomes like fish growth.
Main Methods:
- Integrated metal(loid) concentrations into a toxic pressure index across river-to-sea gradients.
- Utilized piecewise structural equation mixed-effects models within the AOP framework.
- Analyzed six years of data (2018-2024) including water chemistry, fish bioaccumulation, and sub-individual biomarkers.
Main Results:
- Toxic pressure decreased from river to sea, with higher metal(loid) levels in freshwater.
- Biomarker responses (metallothionein, lipid peroxidation, lesions) correlated with toxic pressure in rivers but were weaker in marine environments.
- Tissue damage (lesions) linked to oxidative stress and negatively impacted fish condition index, indicating potential growth impairment.
Conclusions:
- The AOP-causal modeling framework effectively structures and interprets complex environmental data.
- Biological responses to mixed-metal exposure are context-dependent and influenced by species and temporal variability.
- Integrated monitoring approaches are crucial for understanding ecological impacts and informing environmental management.
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