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Zhibo Yang

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Open access Aug 2026

Fire-Smoke Induced Protein Alterations in Firefighters' Body Fluids Identify Prognostic Pan-cancer Biomarkers

Findings suggest urine is a sensitive matrix for detecting acute exposure effects, while serum provides complementary systemic information in firefighters, and integrating both biofluids into NFPA 1582-guided surveillance may enhance occupational health monitoring and support early cancer detection and prevention in firefighters.

Jooyeon Hwang, Zong-Kai Peng, Amit Singh et al. · 0 citations

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