Targeted delivery of RNA-based therapeutics for cancer therapy remains a challenge. We have developed a LPH (liposome-polycation-hyaluronic acid) nanoparticle formulation modified with tumor-targeting single-chain antibody fragment (scFv) for systemic delivery of small interfering RNA (siRNA) and microRNA (miRNA) into experimental lung metastasis of murine B16F10 melanoma. The siRNAs delivered by the scFv targeted nanoparticles efficiently downregulated the target genes (c-Myc/MDM2/VEGF) in the lung metastasis. Two daily intravenous injections of the combined siRNAs in the GC4-targeted nanoparticles significantly reduced the tumor load in the lung. miRNA-34a (miR-34a) induced apoptosis, inhibited survivin expression, and downregulated MAPK pathway in B16F10 cells. miR-34a delivered by the GC4-targeted nanoparticles significantly downregulated the survivin expression in the metastatic tumor and reduced tumor load in the lung. When miR-34a and siRNAs were co-formulated in GC4-targeted nanoparticles, an enhanced anticancer effect was observed.