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疟原虫转酮醇酶的表征及潜在抑制剂的鉴定:一项计算机模拟研究

Characterisation of plasmodial transketolases and identification of potential inhibitors: an in silico study.

作者信息

Boateng Rita Afriyie, Tastan Bishop Özlem, Musyoka Thommas Mutemi

机构信息

Research Unit in Bioinformatics (RUBi), Department of Biochemistry and Microbiology, Rhodes University, P.O. Box 94, Grahamstown, 6140, South Africa.

出版信息

Malar J. 2020 Nov 30;19(1):442. doi: 10.1186/s12936-020-03512-1.

Abstract

BACKGROUND

Plasmodial transketolase (PTKT) enzyme is one of the novel pharmacological targets being explored as potential anti-malarial drug target due to its functional role and low sequence identity to the human enzyme. Despite this, features contributing to such have not been exploited for anti-malarial drug design. Additionally, there are no anti-malarial drugs targeting PTKTs whereas the broad activity of these inhibitors against PTKTs from other Plasmodium spp. is yet to be reported. This study characterises different PTKTs [Plasmodium falciparum (PfTKT), Plasmodium vivax (PvTKT), Plasmodium ovale (PoTKT), Plasmodium malariae (PmTKT) and Plasmodium knowlesi (PkTKT) and the human homolog (HsTKT)] to identify key sequence and structural based differences as well as the identification of selective potential inhibitors against PTKTs.

METHODS

A sequence-based study was carried out using multiple sequence alignment, phylogenetic tree calculations and motif discovery analysis. Additionally, TKT models of PfTKT, PmTKT, PoTKT, PmTKT and PkTKT were modelled using the Saccharomyces cerevisiae TKT structure as template. Based on the modelled structures, molecular docking using 623 South African natural compounds was done. The stability, conformational changes and detailed interactions of selected compounds were accessed viz all-atom molecular dynamics (MD) simulations and binding free energy (BFE) calculations.

RESULTS

Sequence alignment, evolutionary and motif analyses revealed key differences between plasmodial and the human TKTs. High quality homodimeric three-dimensional PTKTs structures were constructed. Molecular docking results identified three compounds (SANC00107, SANC00411 and SANC00620) which selectively bind in the active site of all PTKTs with the lowest (better) binding affinity ≤ - 8.5 kcal/mol. MD simulations of ligand-bound systems showed stable fluctuations upon ligand binding. In all systems, ligands bind stably throughout the simulation and form crucial interactions with key active site residues. Simulations of selected compounds in complex with human TKT showed that ligands exited their binding sites at different time steps. BFE of protein-ligand complexes showed key residues involved in binding.

CONCLUSIONS

This study highlights significant differences between plasmodial and human TKTs and may provide valuable information for the development of novel anti-malarial inhibitors. Identified compounds may provide a starting point in the rational design of PTKT inhibitors and analogues based on these scaffolds.

摘要

背景

疟原虫转酮醇酶(PTKT)由于其功能作用以及与人源酶的低序列同一性,是正在探索的新型药理学靶点之一,有望成为潜在的抗疟药物靶点。尽管如此,促成这一特性的因素尚未被用于抗疟药物设计。此外,目前尚无针对PTKT的抗疟药物,而这些抑制剂对其他疟原虫物种的PTKT的广泛活性尚未见报道。本研究对不同的PTKT[恶性疟原虫(PfTKT)、间日疟原虫(PvTKT)、卵形疟原虫(PoTKT)、三日疟原虫(PmTKT)和诺氏疟原虫(PkTKT)]以及人源同源物(HsTKT)进行了表征,以确定基于序列和结构的关键差异,并鉴定针对PTKT的选择性潜在抑制剂。

方法

利用多序列比对、系统发育树计算和基序发现分析进行了基于序列的研究。此外,以酿酒酵母TKT结构为模板,对PfTKT、PmTKT、PoTKT、PmTKT和PkTKT的TKT模型进行了建模。基于建模结构,使用623种南非天然化合物进行了分子对接。通过全原子分子动力学(MD)模拟和结合自由能(BFE)计算,研究了所选化合物的稳定性、构象变化和详细相互作用。

结果

序列比对、进化分析和基序分析揭示了疟原虫TKT与人源TKT之间的关键差异。构建了高质量的同二聚体三维PTKT结构。分子对接结果鉴定出三种化合物(SANC00107、SANC00411和SANC00620),它们以最低(更好)的结合亲和力≤ -8.5 kcal/mol选择性地结合在所有PTKT的活性位点。配体结合系统的MD模拟显示,配体结合后波动稳定。在所有系统中,配体在整个模拟过程中稳定结合,并与关键活性位点残基形成关键相互作用。所选化合物与人源TKT复合物的模拟表明,配体在不同时间步从其结合位点脱离。蛋白质-配体复合物的BFE显示了参与结合的关键残基。

结论

本研究突出了疟原虫TKT与人源TKT之间的显著差异,可能为新型抗疟抑制剂的开发提供有价值的信息。鉴定出的化合物可能为基于这些支架合理设计PTKT抑制剂及其类似物提供一个起点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0a1b/7756947/f1645a48a2ef/12936_2020_3512_Fig1_HTML.jpg

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