Unraveling the PFOS-NSCLC axis: integrated network toxicology, machine learning, and causal inference identify EIF4EBP1 as a key molecular hub - PubMed
12 hours ago
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- #PFOS
- #EIF4EBP1
- PFOS is a persistent environmental pollutant suspected to have carcinogenic potential, particularly linked to non-small cell lung cancer (NSCLC).
- The study integrates systems toxicology and multi-omics to explore the role of EIF4EBP1 in connecting PFOS exposure to NSCLC pathogenesis.
- Network analysis identified 41 shared targets enriched in PPAR signaling and xenobiotic metabolism, with EIF4EBP1 prioritized as a critical hub gene.
- EIF4EBP1 was significantly upregulated in both discovery and validation cohorts, showing subtype-specific prognostic value in lung adenocarcinoma (LUAD) and squamous cell carcinoma (LUSC).
- High EIF4EBP1 expression correlated with poor survival in LUAD but favorable outcomes in LUSC, and was associated with an adaptive immune-skewed profile.
- Mendelian randomization analysis suggested a causal effect of EIF4EBP1 expression on increased LUAD risk, supported by molecular docking showing stable interaction between PFOS and EIF4EBP1.
- The study proposes an adverse outcome pathway (AOP) framework where PFOS-mediated translational dysregulation contributes to subtype-specific carcinogenesis.