Molecular simulation strategies for the discovery of selective inhibitors of β-catenin

IF 2.4 Q3 Computer Science Journal of Theoretical & Computational Chemistry Pub Date : 2020-11-01 DOI:10.1142/s0219633620500224
S. Saranyadevi, V. Shanthi
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引用次数: 1

Abstract

Tumor dissemination and relapse in lung cancer were found to be due to the existence of cancer stem cells. In particular, the [Formula: see text]-catenin pathway is found to be one of the crucial pathways in maintaining the stem-like properties of the cells. Thus, targeting the [Formula: see text]-catenin family of proteins is a significant therapeutic route in the treatment of lung cancer. Therefore, in the present study, a pharmacophore-based drug repurposing approach was accomplished to pinpoint potent [Formula: see text]-catenin inhibitors from the DrugBank database. Primarily, ligand-based pharmacophore hypothesis (AAHHR) was generated using existing [Formula: see text]-catenin inhibitors available in the literature and utilized for library screening. Subsequently, the inhibitory activity of the screened compounds was examined by the hierarchical docking process and the Prime MM-GBSA algorithm. Moreover, quantum chemical calculations and molecular dynamics simulations were executed to analyze the inhibitory effects of the screened hit molecule. The results indicate that hit molecule, DB08047 was found to possess better binding free energy, favorable ligand strain energy, satisfactory pharmacokinetic properties and superior free energy landscape profile. Eventually, the pIC[Formula: see text] values of the lead compounds were predicted by the AutoQSAR algorithm. It is noteworthy to mention that DB08047 was found to possess pyrazole scaffolds which could downregulate [Formula: see text]-catenin pathway and thus facilitate the controlled cell growth/inhibit tumor growth.
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发现β-连环蛋白选择性抑制剂的分子模拟策略
肿瘤在癌症中的扩散和复发被发现是由于癌症干细胞的存在。特别是,[公式:见正文]-连环蛋白途径被发现是维持细胞干细胞样特性的关键途径之一。因此,靶向[公式:见正文]-连环蛋白家族是治疗肺癌癌症的重要治疗途径。因此,在本研究中,实现了一种基于药效团的药物再利用方法,以从DrugBank数据库中精确定位强效[公式:见正文]-连环蛋白抑制剂。首先,基于配体的药效团假说(AAHHR)是使用文献中现有的[公式:见正文]-连环蛋白抑制剂产生的,并用于文库筛选。随后,通过分级对接过程和Prime MM-GBSA算法检测筛选的化合物的抑制活性。此外,还进行了量子化学计算和分子动力学模拟,分析了筛选出的hit分子的抑制作用。结果表明,命中分子DB08047具有更好的结合自由能、良好的配体应变能、令人满意的药代动力学特性和优越的自由能景观特征。最终,通过AutoQSAR算法预测了先导化合物的pIC[公式:见正文]值。值得注意的是,DB08047被发现具有吡唑支架,其可以下调[式:见正文]-连环蛋白通路,从而促进受控的细胞生长/抑制肿瘤生长。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
1.70
自引率
0.00%
发文量
0
审稿时长
3 months
期刊介绍: The Journal of Theoretical and Computational Chemistry (JTCC) is an international interdisciplinary journal aimed at providing comprehensive coverage on the latest developments and applications of research in the ever-expanding field of theoretical and computational chemistry. JTCC publishes regular articles and reviews on new methodology, software, web server and database developments. The applications of existing theoretical and computational methods which produce significant new insights into important problems are also welcomed. Papers reporting joint computational and experimental investigations are encouraged. The journal will not consider manuscripts reporting straightforward calculations of the properties of molecules with existing software packages without addressing a significant scientific problem. Areas covered by the journal include molecular dynamics, computer-aided molecular design, modeling effects of mutation on stability and dynamics of macromolecules, quantum mechanics, statistical mechanics and other related topics.
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