蛋白精氨酸甲基转移酶-2 在癌症中的分子特征和潜在抑制剂预测:分子对接、ADMET 分析和分子动力学模拟研究的启示。

Md Sahadot Hossen, Md Nur Islam, Md Enayet A Pramanik, Md Hasanur Rahman, Md Al Amin, Saraban T Antora, Farzana S Sraboni, Rifah N Chowdhury, Nazia Farha, Amina A Sathi, Samia Sadaf, Farjana Banna, Md Rezaul Karim, Nasrin Akter, Md Royhan Gofur, Md Shariful Islam, M Morsed Z Miah, Mira Akhter, Md Shariful Islam, Md Sharif Hasan, Fahmida Fahmin, Mohammad M Rahman, Prabir M Basak, Amio K Sonnyashi, Haimanti S Das, Mamun Al Mahtab, Sheikh Mf Akbar
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引用次数: 0

摘要

目的:利用同源性模型预测和表征蛋白精氨酸甲基转移酶2 (PRMT2)的三维(3D)结构,并鉴定有效的抑制剂,以增强对该蛋白精氨酸甲基转移酶(PRMT)家族蛋白在癌变中的生物学功能的理解。材料和方法:采用计算机方法预测和表征三维结构。PDB中的大部分prmt只共享一个结构保守的催化核心结构域。因此,确定配体化合物可能是含有额外prmt的共结晶配合物的来源。以甲基供体s -腺苷蛋氨酸(SAM)为阳性对照,发现了可能的PRMT2抑制剂化合物。结果:蛋白精氨酸甲基转移酶与一系列生理过程相关,包括剪接、增殖、细胞周期调节、分化和DNA损伤信号传导。这些功能也与致癌和转移有关——文献中已经引用了几种形式的PRMT。它们包括PRMT-1、PRMT-2和PRMT-5。其中,PRMT-2在乳腺癌和肝细胞癌中的作用已被证实。为了更深入地了解PRMT2在癌症发病机制中的作用,我们选择利用计算机方法表征三级结构。PDB中的大多数prmt具有结构保守的催化核心结构域。因此,配体化合物被确定为其他PRMTs共结晶配合物的可能来源。以甲基供体SAM作为阳性对照,通过虚拟筛选方法鉴定潜在的PRMT2抑制剂化合物。我们假设其他prmtts的抑制剂可以改变PRMT2的活性。在45种抑制剂化合物中,我们最终根据药代动力学和结合亲和力研究的结果确定了3种潜在的抑制剂化合物。这些化合物被鉴定为3BQ (PubChem CID: 77620540), 6DX (PubChem CID: 124222721)和TDU (PubChem CID: 53346504)。它们的结合亲和度分别为-8.5 kcal/mol、-8.1 kcal/mol和-8.8 kcal/mol。这些化合物将进一步研究,以确定结合的稳定性和紧密性,使用分子动力学模拟在100 ns的时间尺度。这三种化合物可以在体外和体内进行研究,我们认为关注它们可能会导致PRMT2抑制剂的产生。结论:三种非致癌性强抑制化合物也具有类似药物的性质。通过使用均方根偏差(RMSD)、均方根波动(RMSF)、旋转半径(Rg)、溶剂可及表面积(SASA)、分子表面积(MolSA)和分子间氢键等参数,配合物在100 ns的时间框架内验证了结构的稳定性和致密性。如何引用本文:Hossen MS, Islam MN, Pramanik MEA等。蛋白精氨酸甲基转移酶-2 (PRMT2)在癌症中的分子表征和潜在抑制剂预测:来自分子对接、ADMET谱分析和分子动力学模拟研究的见解。中华肝病与胃肠病杂志;2009;14(2):160-171。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Molecular Characterization and Potential Inhibitors Prediction of Protein Arginine Methyltransferase-2 in Carcinoma: An Insight from Molecular Docking, ADMET Profiling and Molecular Dynamics Simulation Studies.

Molecular Characterization and Potential Inhibitors Prediction of Protein Arginine Methyltransferase-2 in Carcinoma: An Insight from Molecular Docking, ADMET Profiling and Molecular Dynamics Simulation Studies.

Molecular Characterization and Potential Inhibitors Prediction of Protein Arginine Methyltransferase-2 in Carcinoma: An Insight from Molecular Docking, ADMET Profiling and Molecular Dynamics Simulation Studies.

Molecular Characterization and Potential Inhibitors Prediction of Protein Arginine Methyltransferase-2 in Carcinoma: An Insight from Molecular Docking, ADMET Profiling and Molecular Dynamics Simulation Studies.

Objectives: To predict and characterize the three-dimensional (3D) structure of protein arginine methyltransferase 2 (PRMT2) using homology modeling, besides, the identification of potent inhibitors for enhanced comprehension of the biological function of this protein arginine methyltransferase (PRMT) family protein in carcinogenesis.

Materials and methods: An in silico method was employed to predict and characterize the three-dimensional structure. The bulk of PRMTs in the PDB shares just a structurally conserved catalytic core domain. Consequently, it was determined that ligand compounds may be the source of co-crystallized complexes containing additional PRMTs. Possible PRMT2 inhibitor compounds are found by using S-adenosyl methionine (SAM), a methyl group donor, as a positive control.

Results: Protein arginine methyltransferases are associated with a range of physiological processes, including as splicing, proliferation, regulation of the cell cycle, differentiation, and signaling of DNA damage. These functional capacities are also related to carcinogenesis and metastasis-several forms of PRMT have been cited in the literature. These include PRMT-1, PRMT-2, and PRMT-5. Among these, the role of PRMT-2 has been shown in breast cancer and hepatocellular carcinoma. To gain more insights into the role of PRMT2 in cancer pathogenesis, we opted to characterize tertiary structure utilizing an in silico approach. The majority of PRMTs in the PDB have a structurally conserved catalytic core domain. Thus, ligand compounds were identified as a possible source of co-crystallized complexes of other PRMTs. The SAM, a methyl group donor, is used as a positive control in order to identify potential inhibitor compounds of PRMT2 by the virtual screening method. We hypothesized that an inhibitor for other PRMTs could alter PRMT2 activities. Out of 45 inhibitor compounds, we ultimately identified three potential inhibitor compounds based on the results of the pharmacokinetics and binding affinity studies. These compounds are identified as 3BQ (PubChem CID: 77620540), 6DX (PubChem CID: 124222721), and TDU (PubChem CID: 53346504). Their binding affinities are -8.5 kcal/mol, -8.1 kcal/mol, and -8.8 kcal/mol, respectively. These compounds will be further investigated to determine the binding stability and compactness using molecular dynamics simulations on a 100 ns time scale. In vitro and in vivo studies may be conducted with these three compounds, and we think that focusing on them might lead to the creation of a PRMT2 inhibitor.

Conclusion: Three strong inhibitory compounds that were non-carcinogenic also have drug-like properties. By using desirable parameters in root mean square deviation (RMSD), root mean square fluctuation (RMSF), radius of gyration (Rg), solvent accessible surface area (SASA), molecular surface area (MolSA), and intermolecular hydrogen bonding, complexes verified structural stability and compactness over the 100 ns time frame.

How to cite this article: Hossen MS, Islam MN, Pramanik MEA et al. Molecular Characterization and Potential Inhibitors Prediction of Protein Arginine Methyltransferase-2 (PRMT2) in Carcinoma: An Insight from Molecular Docking, ADMET Profiling and Molecular Dynamics Simulation Studies. Euroasian J Hepato-Gastroenterol 2024;14(2):160-171.

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