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Author

Linda Chiuman

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Open access Jul 2026

LC–HRMS-Guided Network Pharmacology Reveals PARP1-Targeting Phytochemicals from Zanthoxylum acanthopodium with Anti-Melanoma Activity

A chemically informed, systems-level framework indicating that ZAE-derived metabolites may influence melanoma cell survival through PARP1-centered stress and apoptosis signaling is provided, offering a foundation for future target validation and structure-guided optimization.

Linda Chiuman, Dewi Purnama, C. Ginting et al. · 0 citations

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