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Together, our study establishes a ChaC1-based pharmacological discovery platform that identifies proteasome inhibitor and auranofin combination as a mechanistically rational anti-HCC strategy, providing both methodological innovation in drug repurposing screening and immediate translational potential for HCC treatment