Author

Xin Qing

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Open access Jul 2026

Integration of network toxicology, machine learning and single-cell sequencing identifies candidate molecular links between air pollutants and hepatocellular carcinoma.

The findings support a hypothesis that air pollutant-associated molecular programs may be linked to HCC pathobiology and warrant experimental validation and outline a potential "pollutant-immune/inflammation-HCC" framework.

Lin Yang, Xin Qing, Jia-Xing Wang · Discover Oncology · 0 citations