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用于鉴定刚地弓形虫潜在药物靶点的代谢途径分析和分子对接分析:新方法

Metabolic pathway analysis and molecular docking analysis for identification of putative drug targets in Toxoplasma gondii: novel approach.

作者信息

Gautam Budhayash, Singh Gurmit, Wadhwa Gulshan, Farmer Rohit, Singh Satendra, Singh Atul Kumar, Jain Prashant Ankur, Yadav Pramod Kumar

出版信息

Bioinformation. 2012;8(3):134-41. doi: 10.6026/97320630008134. Epub 2012 Feb 3.

Abstract

Toxoplasma gondii is an obligate intracellular apicomplexan parasite that can infect a wide range of warm-blooded animals including humans. In humans and other intermediate hosts, toxoplasma develops into chronic infection that cannot be eliminated by host's immune response or by currently used drugs. In most cases, chronic infections are largely asymptomatic unless the host becomes immune compromised. Thus, toxoplasma is a global health problem and the situation has become more precarious due to the advent of HIV infections and poor toleration of drugs used to treat toxoplasma infection, having severe side effects and also resistance have been developed to the current generation of drugs. The emergence of these drug resistant varieties of T. gondii has led to a search for novel drug targets. We have performed a comparative analysis of metabolic pathways of the host Homo sapiens and the pathogen T. gondii. The enzymes in the unique pathways of T. gondii, which do not show similarity to any protein from the host, represent attractive potential drug targets. We have listed out 11 such potential drug targets which are playing some important work in more than one pathway. Out of these, one important target is Glutamate dehydrogenase enzyme; it plays crucial part in oxidation reduction, metabolic process and amino acid metabolic process. As this is also present in the targets of tropical diseases of TDR (Tropical disease related Drug) target database and no PDB and MODBASE 3D structural model is available, homology models for Glutamate dehydrogenase enzyme were generated using MODELLER9v6. The model was further explored for the molecular dynamics simulation study with GROMACS, virtual screening and docking studies with suitable inhibitors against the NCI diversity subset molecules from ZINC database, by using AutoDock-Vina. The best ten docking solutions were selected (ZINC01690699, ZINC17465979, ZINC17465983, ZINC18141294_03, ZINC05462670, ZINC01572309, ZINC18055497_01, ZINC18141294, ZINC05462674 and ZINC13152284_01). Further the Complexes were analyzed through LIGPLOT. On the basis of Complex scoring and binding ability it is deciphered that these NCI diversity set II compounds, specifically ZINC01690699 (as it has minimum energy score and one of the highest number of interactions with the active site residue), could be promising inhibitors for T. gondii using Glutamate dehydrogenase as Drug target.

摘要

刚地弓形虫是一种专性细胞内顶复门寄生虫,可感染包括人类在内的多种温血动物。在人类和其他中间宿主体内,弓形虫会发展为慢性感染,宿主的免疫反应或目前使用的药物均无法将其清除。在大多数情况下,慢性感染基本无症状,除非宿主免疫功能受损。因此,弓形虫是一个全球性的健康问题,由于艾滋病病毒感染的出现以及用于治疗弓形虫感染的药物耐受性差,情况变得更加危急,这些药物具有严重的副作用,而且目前已出现对其的耐药性。这些耐药性弓形虫品种的出现促使人们寻找新的药物靶点。我们对宿主智人和病原体刚地弓形虫的代谢途径进行了比较分析。弓形虫独特途径中的酶与宿主的任何蛋白质均无相似性,是有吸引力的潜在药物靶点。我们列出了11个这样的潜在药物靶点,它们在不止一条途径中发挥着重要作用。其中一个重要靶点是谷氨酸脱氢酶;它在氧化还原、代谢过程和氨基酸代谢过程中起着关键作用。由于该酶也存在于热带病研究与培训特别规划(TDR)靶点数据库的热带病靶点中,且没有蛋白质数据银行(PDB)和MODBASE 3D结构模型,因此使用MODELLER9v6生成了谷氨酸脱氢酶的同源模型。使用GROMACS对该模型进行了分子动力学模拟研究,使用AutoDock-Vina对来自ZINC数据库的NCI多样性子集分子与合适抑制剂进行了虚拟筛选和对接研究。选择了最佳的十个对接解决方案(ZINC01690699、ZINC17465979、ZINC17465983、ZINC18141294_03、ZINC05462670、ZINC0157,2309、ZINC18055497_01、ZINC18141294、ZINC05462674和ZINC13152284_01)。进一步通过LIGPLOT对复合物进行了分析。根据复合物评分和结合能力判断,这些NCI多样性集II化合物,特别是ZINC01690699(因为它具有最低的能量得分且与活性位点残基的相互作用数量最多),可能是以谷氨酸脱氢酶为药物靶点的刚地弓形虫的有前景的抑制剂。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0152/3283885/ebd3a3417d49/97320630008134F1.jpg

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