Altering the mechanisms of tumor cell death and overcoming the limitations of traditional chemotherapy is pivotal to contemporary tumor treatment. Inducing ferroptosis, while circumventing safety concerns associated with ferrous vectors, through nonferrous ferroptosis is a promising but underexplored frontier in cancer therapy. Histidine phosphatase (LHPP) has emerged as a novel therapeutic target in treating hepatocellular carcinoma (HCC), but the precise mechanism of LHPP against HCC remains unclear. Herein, we explore the effects of upregulating LHPP expression on ferroptosis and tumor immunogenicity induction by simply delivering a miRNA-363-5p inhibitor (miR-363-5pi) via a previously optimized gemcitabine-oleic acid (GOA) prodrug. Efficient miRNA encapsulation was achieved through hydrogen bonding at an optimized GOA/miRNA molar feed ratio of 250:1, affording spherical nanoparticles with a uniform hydrodynamic size of 147.1 nm and a negative potential of -21.5 mV. The mechanism of this LHPP-ferroptosis crosstalk is disclosed to be an inhibited phosphorylation of the PI3K/Akt pathway, leading to a remarkable tumor inhibition rate of 88.2% in nude mice bearing Bel-7402 tumor xenografts via a combination of LHPP-triggered nonferrous ferroptosis and GOA-induced chemotherapy. The biocompatibility of GOA/miR-363-5pi is strongly supported by their non-hematologic toxicity and insignificant organ damage. In addition, the tumor immunogenic activation potential of GOA/miR-363-5pi was finally explored. Overall, this study is the first work that elucidates the precise mechanism of LHPP for treating HCC via ferroptosis induction and achieves the transformation of chemotherapy and gene therapy into ferroptosis activation with tumor cell immunogenicity, which lays a new therapeutic foundation for the clinical treatment of HCC.Graphical