通过基于共识对接的虚拟筛选研究发现可逆ALDH1A3抑制剂

IF 3.1 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY
E. Batlle, R. Pequerul, J. Farrés, L. A. Eriksson, K. Pors, V. Jha
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引用次数: 0

摘要

醛脱氢酶(ALDHs)是一类在多种生物过程和细胞醛毒性防御中起重要作用的酶。ALDH1A亚家族在很大程度上与癌症组织中的表达升高有关,特别是在癌症干细胞样细胞中,ALDH1A1是干细胞中经常表达的酶,也是治疗干预的靶标,然而,其他亚型,如1A2, 1A3, 2, 3A1和7A1,由于它们参与各种病理生理条件,近年来引起了极大的关注。目前的研究旨在通过计算机辅助药物设计方法开发新的抑制剂,对ALDH1A3进行治疗干预。针对ALDH1A3的x射线结构进行了一项基于混合配体和结构的虚拟筛选(VS)研究,采用12种对接方案进行分层和共识对接,预测ADME性质,并计算结合自由能,以识别新的命中和选择性化合物。其中一个命中分子(VS1)通过生化筛选和动力学表征成为一种新的、可逆的ALDH1A3抑制剂。分子动力学(MD)模拟进一步使我们能够区分VS命中和结合ALDH1A3的视黄酸(RA)的蛋白质配体动力学,与观察到的实验结果建立相关性,并进一步与已报道的ALDH1A3抑制剂进行比较。VS1可以作为基于结构的命中优化和命中导向识别的良好起点。这项工作的结果有望使致力于计算和合理设计新的抗癌症和其他病理生理障碍的ALDH抑制剂的研究人员受益。图形抽象
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Discovery of a reversible ALDH1A3 inhibitor through a consensus docking-based virtual screening study

Aldehyde dehydrogenases (ALDHs) belong to a group of enzymes that play a vital role in various biological processes and cellular defence against aldehyde toxicity. The ALDH1A subfamily has largely been associated with elevated expression in cancer tissues, and in particular in cancer stem-like cells ALDH1A1 is a frequently expressed enzyme in stem cells and target for therapeutic intervention, however, other isoforms such as 1A2, 1A3, 2, 3A1 and 7A1 have drawn significant attention in the recent years due to their involvement in various pathophysiological conditions. The current study is aimed at therapeutic intervention of ALDH1A3 by developing new inhibitors with the aid of computer-assisted drug design approach. A mixed ligand- and structure-based virtual screening (VS) study employing 4 million compounds, was performed against the X-ray structure of ALDH1A3, supported by hierarchical and consensus docking employing 12 docking solutions, prediction of ADME properties, and binding free energy calculations, to identify new hit and selective compounds. One of the hit molecules (VS1) emerged as a new, and reversible inhibitor of ALDH1A3 from the biochemical screening and kinetic characterization. Molecular dynamics (MD) simulations further allowed us to distinguish between the protein–ligand dynamics of the VS hits and retinoic acid (RA) bound to ALDH1A3, establishing a correlation with the observed experimental results, further comparing with the reported ALDH1A3 inhibitors. VS1 can be used as a good starting point for structure-based hit optimization and hit-to-lead identification. The outcomes of this work are expected to benefit researchers working on computational and rational design of new ALDH inhibitors against cancer and other pathophysiological disorders.

Graphical abstract

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来源期刊
Journal of Computer-Aided Molecular Design
Journal of Computer-Aided Molecular Design 生物-计算机:跨学科应用
CiteScore
8.00
自引率
8.60%
发文量
56
审稿时长
3 months
期刊介绍: The Journal of Computer-Aided Molecular Design provides a form for disseminating information on both the theory and the application of computer-based methods in the analysis and design of molecules. The scope of the journal encompasses papers which report new and original research and applications in the following areas: - theoretical chemistry; - computational chemistry; - computer and molecular graphics; - molecular modeling; - protein engineering; - drug design; - expert systems; - general structure-property relationships; - molecular dynamics; - chemical database development and usage.
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