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IL-15-NGR肽融合蛋白的计算建模研究:一种针对肝细胞癌的靶向治疗药物。

Computational modeling study of IL-15-NGR peptide fusion protein: a targeted therapeutics for hepatocellular carcinoma.

作者信息

Fatima Tehreem, Mubasher Mian Muhammad, Rehman Hafiz Muhammad, Niyazi Sakina, Alanzi Abdullah R, Kalsoom Maria, Khalid Sania, Bashir Hamid

机构信息

Centre for Applied Molecular Biology (CAMB), University of the Punjab, 87-West canal, Bank Road, Lahore, 53700, Pakistan.

Department of Information Technology, University of the Punjab, Lahore, Pakistan.

出版信息

AMB Express. 2024 Aug 7;14(1):91. doi: 10.1186/s13568-024-01747-8.

Abstract

The primary challenge to improving existing cancer treatment is to develop drugs that specifically target tumor cell. NGR peptide is tumor homing peptide that selectively target cancer cells while interleukin 15 is a pleiotropic cytokine with anticancer properties. This study computationally engineered a IL15-NGR fusion peptide by linking the homing peptide NGR with the targeting peptide IL-15. After evaluating and validating the chimeric peptide, we docked it to the IL-15Rα/IL-15Rβ/γc heterodimer receptor, examining the interactions and binding energy and lastly, molecular dynamics simulations were performed. The secondary and tertiary structures, along with physicochemical properties of the designed IL-15-NGR chimeric protein, were predicted using GOR IV, trRosetta and ProtParam online servers respectively. The quality and 3D structure validation were confirmed via ProSA-web and SAVES 6.0 analysis which predicted an ERRAT score of 96.72%, with 97.6% of residues in the Ramachandran plot, validating its structure. Finally, Docking, MD simulations and interaction analysis were performed using ClusPro 2.0 and GROMACS and PDBsum, which exhibited significant hydrogen bonding and salt bridges, confirming the formation of a stable docked complex. These results were further corroborated by simulation analysis, which demonstrated a stable and dynamic behavior of the docked complex in a biological environment. The predicted high expression value of fusion protein was 0.844 in E.coli using SOLUPROT tool. These findings suggest efficient expression of the IL15-NGR fusion protein if its gene is inserted into E. coli and indicates its potential as a safe and effective anticancer treatment, paving the way for targeted therapeutic interventions.

摘要

改善现有癌症治疗方法的主要挑战在于研发能够特异性靶向肿瘤细胞的药物。NGR肽是一种肿瘤归巢肽,可选择性地靶向癌细胞,而白细胞介素15是一种具有抗癌特性的多效细胞因子。本研究通过将归巢肽NGR与靶向肽IL-15连接,利用计算机技术设计了一种IL15-NGR融合肽。在对嵌合肽进行评估和验证后,我们将其对接至IL-15Rα/IL-15Rβ/γc异二聚体受体,研究其相互作用和结合能,最后进行分子动力学模拟。分别使用GOR IV、trRosetta和ProtParam在线服务器预测了设计的IL-15-NGR嵌合蛋白的二级和三级结构以及理化性质。通过ProSA-web和SAVES 6.0分析确认了质量和三维结构验证,预测ERRAT分数为96.72%,拉氏图中97.6%的残基验证了其结构。最后,使用ClusPro 2.0、GROMACS和PDBsum进行对接、分子动力学模拟和相互作用分析,结果显示存在显著的氢键和盐桥,证实形成了稳定的对接复合物。模拟分析进一步证实了这些结果,表明对接复合物在生物环境中具有稳定和动态行为。使用SOLUPROT工具预测融合蛋白在大肠杆菌中的高表达值为0.844。这些发现表明,如果将IL15-NGR融合蛋白的基因插入大肠杆菌中,其表达效率较高,表明其作为一种安全有效的抗癌治疗方法的潜力,为靶向治疗干预铺平了道路。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3179/11319546/9ce4516e786f/13568_2024_1747_Fig1_HTML.jpg

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