a Department of Biotechnology , Jaypee Institute of Information Technology , A-10, Sector-62, Noida , Uttar Pradesh 201307 , India.
b Department of Computer Science and Engineering , Indian Institute of Technology Delhi , New Delhi 110016 , India.
J Biomol Struct Dyn. 2017 Feb;35(2):287-299. doi: 10.1080/07391102.2015.1137229. Epub 2016 Apr 21.
Brucella melitensis is a pathogenic Gram-negative bacterium which is known for causing zoonotic diseases (Brucellosis). The organism is highly contagious and has been reported to be used as bioterrorism agent against humans. Several antibiotics and vaccines have been developed but these antibiotics have exhibited the sign of antibiotic resistance or ineffective at lower concentrations, which imposes an urgent need to identify the novel drugs/drug targets against this organism. In this work, metabolic pathways analysis has been performed with different filters such as non-homology with humans, essentially of genes and choke point analysis, leading to identification of novel drug targets. A total of 18 potential drug target proteins were filtered out and used to develop the high confidence protein-protein interaction network The Phosphoribosyl-AMP cyclohydrolase (HisI) protein has been identified as potential drug target on the basis of topological parameters. Further, a homology model of (HisI) protein has been developed using Modeller with multiple template (1W6Q (48%), 1ZPS (55%), and 2ZKN (48%)) approach and validated using PROCHECK and Verify3D. The virtual high throughput screening (vHTS) using DockBlaster tool has been performed against 16,11,889 clean fragments from ZINC database. Top 500 molecules from DockBlaster were docked using Vina. The docking analysis resulted in ZINC04880153 showing the lowest binding energy (-9.1 kcal/mol) with the drug target. The molecular dynamics study of the complex HisI-ZINC04880153 was conducted to analyze the stability and fluctuation of ligand within the binding pocket of HisI. The identified ligand could be analyzed in the wet-lab based experiments for future drug discovery.
贝氏考克斯体是一种革兰氏阴性致病菌,已知可引起人畜共患疾病(布鲁氏菌病)。该病原体具有高度传染性,并已被报道被用作针对人类的生物恐怖主义制剂。已经开发出几种抗生素和疫苗,但这些抗生素已经表现出抗生素耐药性或在较低浓度下无效的迹象,这迫切需要确定针对该病原体的新型药物/药物靶标。在这项工作中,进行了代谢途径分析,并使用了不同的过滤器,如与人类无同源性、基因的本质和关键部位分析,从而鉴定了新的药物靶标。总共筛选出 18 种潜在的药物靶标蛋白,并用于开发高置信度的蛋白质-蛋白质相互作用网络。基于拓扑参数,鉴定出磷酸核糖基-AMP 环化水解酶(HisI)蛋白作为潜在的药物靶标。进一步,使用 Modeller 与多模板(1W6Q(48%)、1ZPS(55%)和 2ZKN(48%))方法开发了(HisI)蛋白的同源模型,并使用 PROCHECK 和 Verify3D 进行验证。使用 DockBlaster 工具对来自 ZINC 数据库的 1611889 个清洁片段进行了虚拟高通量筛选(vHTS)。从 DockBlaster 中选择了前 500 个分子,使用 Vina 进行对接。对接分析得到 ZINC04880153 与药物靶标结合能最低(-9.1 kcal/mol)。对 HisI-ZINC04880153 复合物进行了分子动力学研究,以分析配体在 HisI 结合口袋内的稳定性和波动。可以在湿实验室基于实验分析鉴定出的配体,用于未来的药物发现。