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Advancing the Effect-Directed Identification in Combined Pollution: Using Pathways to Link Effects and Toxicants
Jing Guo1,2,3, Yiwen Luo4, Chao Fang5
1State Key Laboratory of Pollution Control and Resource Reuse, School of the Environment, Nanjing University, Nanjing 210023, China.
This study introduces a pathway-based method to identify toxicants in complex pollution mixtures. This approach links molecular mechanisms to adverse effects, aiding in the assessment and management of combined pollutants.
Area of Science:
- Environmental Toxicology
- Molecular Toxicology
- Systems Toxicology
Background:
- Identifying specific toxicants in complex pollution mixtures is challenging due to mixture effects.
- Traditional methods struggle to link observed adverse effects to causative agents at a molecular level.
Purpose of the Study:
- To develop and validate a pathway-based approach for mechanism-driven identification of toxicants in combined pollution.
- To link molecular mechanisms, identified through transcriptomics, to biological effects and causative agents.
Main Methods:
- Utilized concentration-dependent transcriptomics to evaluate 135 pathways across 6 biological processes.
- Constructed a toxicant-pathway interaction database (2413 interactions) and identified active pathway fragments (72 pathways).
- Applied the method to industrial (OB) and municipal (HL) wastewater, followed by suspect and non-targeted screening for toxicants.
Main Results:
- Pathway analysis revealed distinct molecular mechanisms for OB (cardiotoxicity, genotoxicity) and HL (neurotoxicity, environmental information processing).
- Identified 59 and 86 causative toxicants in OB and HL, with 29 confirmed toxicants interacting with >90% of enriched pathways and contributing >50% of effects.
- Upgraded wastewater treatments based on identified toxicants led to consistent removal of toxicants, pathway effects, and individual effects.
Conclusions:
- Pathway mediation enables mechanism-based identification of toxicants in combined pollution.
- This approach supports more effective environmental risk assessment and management strategies for complex pollutant mixtures.
- The study demonstrates the utility of integrating transcriptomics, pathway analysis, and toxicant identification for environmental monitoring and remediation.
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