AIM: To investigate the role of microRNA-145 (miRNA-145) and microRNA-205 (miRNA-205) in proliferation and invasion of uveal melanoma (UM) cells. METHODS: The expression level of miRNA-145 and miRNA-205 from samples of UM patients were determined by real-time polymerase chain reaction (RT-PCR). The growth and invasion inhibitory effects were observed by the transfection of UM cells with miRNA-145 and miRNA-205. Several epithelial-to-mesenchymal transition (EMT) -related proteins were screened by Western blotting. UM clinical samples from The Cancer Genome Atlas (TCGA) were applied to search for potential protein interaction. Pearson’s correlation analysis was applied to estimate co-expression between genes. Dual-luciferase reporter assay was used to verify the binding sites on target protein for miRNA-145 and miRNA-205. RESULTS: The expression levels of miRNA-145 and miRNA-205 in the samples from patients with UM were significantly lower than those in the normal tissue samples. Significant growth and invasion inhibitory effects were observed in human UM cells with miRNA-145 and miRNA-205 overexpression. The miRNA-145 and miRNA-205 could decrease the expression level of cell division control protein 42 (CDC42). After database searching and sequence alignment, we identified that Neuropilin 1 (NRP1) had binding sites for both miRNA-145 and miRNA-205. CONCLUSION: The miRNA-145 and miRNA-205 can reduce the proliferation, migration and invasion of UM cells by targeting the mRNA of its upstream protein NRP1 to down-regulate the expression level of CDC42.