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癌症中蛋白质精氨酸甲基转移酶-2的分子特征及潜在抑制剂预测:来自分子对接、ADMET分析和分子动力学模拟研究的见解

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.

作者信息

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

机构信息

Department of Biochemistry and Molecular Biology, School of Life Sciences, Shahjalal University of Science and Technology, Sylhet, Bangladesh.

National Laboratory of Biomacromolecules, Chinese Academy of Sciences Center for Excellence in Biomacromolecules, Institute of Biophysics, CAS, Beijing, People's Republic of China; Department of Pharmacy, Manarat International University, Gulshan, Dhaka, Bangladesh.

出版信息

Euroasian J Hepatogastroenterol. 2024 Jul-Dec;14(2):160-171. doi: 10.5005/jp-journals-10018-1443. Epub 2024 Dec 27.

Abstract

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 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 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. and 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 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.

摘要

目的

利用同源建模预测和表征蛋白质精氨酸甲基转移酶2(PRMT2)的三维(3D)结构,此外,鉴定强效抑制剂以增强对该蛋白质精氨酸甲基转移酶(PRMT)家族蛋白在致癌作用中生物学功能的理解。

材料与方法

采用一种方法预测和表征三维结构。蛋白质数据银行(PDB)中大多数PRMT仅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包含其他PRMT的共结晶复合物的来源。通过使用甲基供体S-腺苷甲硫氨酸(SAM)作为阳性对照,找到可能的PRMT2抑制剂化合物。

结果

蛋白质精氨酸甲基转移酶与一系列生理过程相关,包括剪接、增殖、细胞周期调控、分化以及DNA损伤信号传导。这些功能能力也与致癌作用和转移相关——文献中已提及多种形式的PRMT。这些包括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得到证实。为了更深入了解PRMT2在癌症发病机制中的作用,我们选择利用一种方法表征三级结构。PDB中大多数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PRMT共结晶复合物的可能来源。SAM作为甲基供体,通过虚拟筛选方法用作阳性对照以鉴定PRMT2的潜在抑制剂化合物。我们假设其他PRMT的抑制剂可能会改变PRMT2的活性。在45种抑制剂化合物中,基于药代动力学和结合亲和力研究的结果,我们最终鉴定出三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)。它们的结合亲和力分别为-8.5千卡/摩尔、-8.1千卡/摩尔和-8.8千卡/摩尔。将使用100纳秒时间尺度的分子动力学模拟进一步研究这些化合物,以确定其结合稳定性和紧密性。可能会对这三种化合物进行[具体研究内容未提及]研究,并且我们认为关注它们可能会导致PRMT2抑制剂的产生。

结论

三种非致癌的强效抑制化合物也具有类药物性质。通过在均方根偏差(RMSD)、均方根波动(RMSF)、回转半径(Rg)、溶剂可及表面积(SASA)、分子表面积(MolSA)和分子间氢键中使用理想参数,复合物在100纳秒时间范围内验证了结构稳定性和紧密性。

如何引用本文

Hossen MS,Islam MN,Pramanik MEA 癌中蛋白质精氨酸甲基转移酶-2(PRMT2)的分子表征及潜在抑制剂预测:来自分子对接、ADMET分析和分子动力学模拟研究的见解。《欧亚肝脏胃肠病学杂志》2024;14(2):160 - 171。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8754/11714102/ff201977be9d/ejohg-14-160-g001.jpg

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