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利用基于配体和结构的方法对克氏锥虫核糖-5-磷酸异构酶抑制剂进行计算机模拟鉴定

In silico identification of inhibitors of ribose 5-phosphate isomerase from Trypanosoma cruzi using ligand and structure based approaches.

作者信息

de V C Sinatti Vanessa, R Baptista Luiz Phillippe, Alves-Ferreira Marcelo, Dardenne Laurent, Hermínio Martins da Silva João, Guimarães Ana Carolina

机构信息

Fiocruz, Instituto Oswaldo Cruz, Laboratório de Genômica Funcional e Bioinformática, Av. Brasil 4365, Manguinhos, 21040-900, Rio de Janeiro, RJ, Brazil.

Fiocruz, Instituto Oswaldo Cruz, Laboratório de Genômica Funcional e Bioinformática, Av. Brasil 4365, Manguinhos, 21040-900, Rio de Janeiro, RJ, Brazil.

出版信息

J Mol Graph Model. 2017 Oct;77:168-180. doi: 10.1016/j.jmgm.2017.08.007. Epub 2017 Aug 12.

DOI:10.1016/j.jmgm.2017.08.007
PMID:28865321
Abstract

Chagas disease, caused by the protozoan Trypanosoma cruzi, affects approximately seven million people, mainly in Latin America, and causes about 7000 deaths annually. The available treatments are unsatisfactory and search for more effective drugs against this pathogen is critical. In this context, the ribose 5-phosphate isomerase (Rpi) enzyme is a potential drug target mainly due to its function in the pentose phosphate pathway and its essentiality (previously shown in other trypanosomatids). In this study, we propose novel potential inhibitors for the Rpi of T. cruzi (TcRpi) based on a computer-aided approach, including structure-based and ligand-based pharmacophore modeling. Along with a substructural and similarity search, the selected pharmacophore hypotheses were used to screen the purchasable subset of the ZINC Database, yielding 20,183 candidate compounds. These compounds were submitted to molecular docking studies in the TcRpi and Human Rpi (HsRpi) active sites in order to identify potential selective inhibitors for the T. cruzi enzyme. After the molecular docking and ADME-T (absorption, distribution, metabolism, excretion and toxicity)/PAINS (pan-assay interference compounds) screenings, 211 molecules were selected as potential TcRpi inhibitors. Out of these, three compounds - ZINC36975961, ZINC63480117, and ZINC43763931 - were submitted to molecular dynamics simulations and two of them - ZINC36975961 and ZINC43763931- had good performance and made interactions with important active site residues over all the simulation time. These compounds could be considered potential TcRpi inhibitors candidates and also may be used as leads for developing new TcRpi inhibitors.

摘要

恰加斯病由原生动物克氏锥虫引起,主要影响拉丁美洲约700万人,每年导致约7000人死亡。现有的治疗方法并不理想,因此寻找针对这种病原体的更有效药物至关重要。在这种背景下,5-磷酸核糖异构酶(Rpi)酶是一个潜在的药物靶点,主要是因为它在磷酸戊糖途径中的功能以及其必要性(先前在其他锥虫中已得到证实)。在本研究中,我们基于计算机辅助方法,包括基于结构和基于配体的药效团建模,提出了针对克氏锥虫Rpi(TcRpi)的新型潜在抑制剂。连同子结构和相似性搜索,所选择的药效团假设被用于筛选ZINC数据库中可购买的子集,产生了20183种候选化合物。这些化合物被提交至TcRpi和人类Rpi(HsRpi)活性位点的分子对接研究,以鉴定针对克氏锥虫酶的潜在选择性抑制剂。经过分子对接和ADME-T(吸收、分布、代谢、排泄和毒性)/PAINS(泛测定干扰化合物)筛选后,211个分子被选为潜在的TcRpi抑制剂。其中,三种化合物——ZINC36975961、ZINC63480117和ZINC43763931——被提交至分子动力学模拟,其中两种——ZINC36975961和ZINC43763931——表现良好,并在整个模拟时间内与重要的活性位点残基发生相互作用。这些化合物可被视为潜在的TcRpi抑制剂候选物,也可作为开发新型TcRpi抑制剂的先导物。

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