BACKGROUND: Hepatocellular carcinoma (HCC) is a prevalent malignant tumor globally, with high incidence and mortality rates that seriously endanger human health. While traditional therapeutic approaches have demonstrated some efficacy in controlling disease progression, they are still fraught with numerous limitations. In recent years, plant-derived nanovesicles have garnered significant attention owing to their distinctive biological activities and promising antitumor characteristics. The effects of , a plant with various medicinal values, and its-derived nanovesicles (FdNVs) on HCC cells have not been clarified. OBJECTIVE: This study aimed to explore the inhibitory effects of FdNVs on human HCC cells and subcutaneous xenograft tumors, as well as the underlying molecular mechanisms. METHODS: FdNVs were isolated and purified through ultracentrifugation, characterized via Nanoparticle Tracking Analysis (NTA) and Transmission Electron Microscopy (TEM), and subsequently evaluated using the HepG2 HCC cell line to assess their effects on proliferation (via cell viability, EdU, and colony formation assays), migration (wound healing assay), and invasion (Transwell assay), while mitochondrial ultrastructural changes were examined by TEM, intracellular ROS and Fe levels were measured fluorometrically, oxidative stress markers (GSH and MDA) were quantified colorimetrically, ferroptosis-related mRNA and protein expression were analyzed by RT-qPCR and Western blot, followed by validation of their antitumor efficacy in a nude mouse HepG2 xenograft model. RESULTS: studies demonstrated that FdNVs dose-dependently suppressed HepG2 cell proliferation, motility, and invasive capacity. Mechanistic investigations revealed that this inhibitory effect was mediated through ferroptosis activation, supported by the following observations: elevated intracellular ferrous iron (Fe) and reactive oxygen species (ROS), reduced glutathione (GSH) content, disrupted mitochondrial ultrastructure, and modulated expression of key ferroptosis regulators-including upregulation of pro-ferroptotic proteins (p53 and ALOX15) and downregulation of anti-ferroptotic factors (xCT and GPX4). Furthermore, studies validated the tumor-suppressive role of FdNVs, confirming their capacity to trigger ferroptosis in HepG2 xenografts. CONCLUSION: FdNVs inhibited the proliferation, migration and invasion of HCC cells by inducing iron death, and their anti-tumor mechanism involved the regulation of iron death-related genes and proteins.