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Background: Targeted drug delivery is a novel method to specifically deliver anticancer therapeutics to tumor sites. Gonadotropin-releasing hormone (GnRH) is a decapeptide, and its target binding property has attracted attention as a means of targeted drug delivery. Human pancreatic ribonuclease 1 (hpRNase1) has been shown to exert anticancer properties, when fused to a targeting moiety. The goal of the present study was to add a GnRH targeting peptide to the N-terminus of hpRNase1 to specifically target GnRH receptor (GnRH-R) expressing cells., Methods: This in vitro study was conducted at Shiraz Institute for Cancer Research (Shiraz, Iran) in 2019. The coding sequence of GnRH and hpRNase1 were fused, and the chimeric protein together with non-fused hpRNase1 were produced in E. coli (BL21). The recombinant proteins were purified, and their biological activity was evaluated using MTT and apoptosis assays. Non-parametric Kruskal-Wallis tests with Dunn's post hoc tests were performed to determine the significant differences between the study groups., Results: GnRH-hpRNase1 chimeric protein specifically inhibited the proliferation of PC-3 (P=0.021), LNCaP (P=0.034), and AD-Gn (P=0.041) cells, while the growth of negative cells (AD-293) was not significantly affected (P=0.081). GnRH-hpRNase1 decreased the IC50 values more than non-fused hpRNase1, by approximately 26.5-fold (P=0.036) for PC-3 cells, and exerted its growth inhibitory effects through apoptosis induction., Conclusion: Fusion of GnRH to hpRNase1 structure produced an enzyme, which could specifically target tumor cells. This approach can be used to eliminate tumors that harbor GnRH-R., (Copyright: © Iranian Journal of Medical Sciences.)