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Updated: Feb 6, 2026

Author Spotlight: Investigating Immune Cell Dynamics in the Tumor Microenvironment — Challenges and Innovations in Cancer Prognosis
Published on: April 12, 2024
6PPD-Q exposure promotes hepatocellular carcinoma progression and confers resistance to ferroptosis
Qihang Yao1, Binbin Cao2, Zihan Guo3
1Department of General Surgery, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Abstract:
Tire antioxidant degradation product N-(1,3-dimethylbutyl)-N'-phenyl-p-phenylenediamine quinone (6PPD-Q), an emerging environmental pollutant, has been suggested to influence tumor-related biological processes; however, its role in HCC remains unclear. Here, we evaluated the effects of 6PPD-Q on HCC cells by assessing transcriptomic profiles, proliferation, migration, and erastin-induced/Ferrostatin-1-inhibited ferroptosis, and interrogated the regulatory role of zinc finger X-linked duplicated family zinc finger C (ZXDC) using knockdown and overexpression approaches. 6PPD-Q markedly promoted HCC cell proliferation and migration while reducing sensitivity to erastin-triggered ferroptosis. Mechanistically, ZXDC expression was upregulated by 6PPD-Q in HCC cells and served as a prognostic indicator. Moreover, ZXDC acted as a critical mediator of these pro-tumorigenic and anti-ferroptotic effects: ZXDC knockdown attenuated 6PPD-Q-induced proliferation and migration while promoting ferroptosis, whereas ZXDC overexpression further suppressed ferroptosis. In parallel, multi-algorithm immune infiltration analyses showed that the 6PPD-Q-related gene risk score was significantly associated with multiple immune populations, with macrophage M0 cells showing a significant positive correlation with the risk score (R = 0.30, p < 0.001). Collectively, these findings identify a 6PPD-Q/ZXDC axis that links environmental exposure to HCC malignant progression and ferroptosis resistance, suggesting ZXDC as a potential biomarker and intervention target for HCC prevention and therapy.
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