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Updated: Apr 21, 2026

Long-term Behavioral and Reproductive Consequences of Embryonic Exposure to Low-dose Toxicants
Published on: March 6, 2018
Integrating multi-omics, EWAS, and reverse network toxicology to explore environmental pollutant risks in erectile
Qingtao Yang1, Qi Yu1,2, Wei Li1
1Department of Urology, the Affiliated Hospital of Guizhou Medical University, Guiyang, China.
This study identifies environmental pollutants linked to erectile dysfunction (ED) by analyzing multi-omics data and molecular targets. Findings reveal a pathway from pollutants like benzo[a]pyrene to ED, aiding risk assessment.
Area of Science:
- Integrative toxicology and multi-omics.
- Environmental health and disease mechanisms.
- Network pharmacology and bioinformatics.
Background:
- Erectile dysfunction (ED) prevalence is rising globally.
- ED stems from complex genetic and environmental factors.
- Environmental exposures involve chemical mixtures with synergistic toxicity.
Purpose of the Study:
- To systematically identify causal molecular targets and environmental pollutants linked to ED risk.
- To elucidate the mechanisms underlying ED development due to environmental factors.
- To integrate multi-omics data with reverse network toxicology for ED etiology.
Main Methods:
- Summary data-based Mendelian randomization (SMR) integrating proteomic (pQTL), transcriptomic (eQTL), and DNA methylation (mQTL) data.
- Identification and exclusion of false positives using HEIDI tests.
- Screening of environmental pollutants via Comparative Toxicogenomics Database, toxicity prediction (ADMETlab 3.0, ProTox-III), and molecular docking; functional assays in HUVECs.
Main Results:
- Identified 28 plasma proteins significantly associated with ED risk via pQTL-SMR analysis.
- Prioritized FIS1, TNFSF12, and CNP as core ED-linked targets across multi-omics levels.
- Linked four pollutants (bisphenol F, tetrabromobisphenol A, benzo[a]pyrene, chlorpyrifos) to ED; benzo[a]pyrene impaired HUVEC function and reduced FIS1 expression.
Conclusions:
- Delineated a potential mechanistic pathway: environmental pollutant-molecular target-ED.
- Provided novel insights into the environmental etiology of ED.
- Established a theoretical basis for ED risk assessment and targeted prevention strategies.
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