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首页> 外文期刊>Advances and Applications in Bioinformatics and Chemistry >Identification of potential drug targets by subtractive genome analysis of Escherichia coli O157:H7: an in silico approach
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Identification of potential drug targets by subtractive genome analysis of Escherichia coli O157:H7: an in silico approach

机译:通过大肠杆菌O157:H7的减性基因组分析确定潜在的药物靶标:计算机方法

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Bacterial enteric infections resulting in diarrhea, dysentery, or enteric fever constitute a huge public health problem, with more than a billion episodes of disease annually in developing and developed countries. In this study, the deadly agent of hemorrhagic diarrhea and hemolytic uremic syndrome, Escherichia coli O157:H7 was investigated with extensive computational approaches aimed at identifying novel and broad-spectrum antibiotic targets. A systematic in silico workflow consisting of comparative genomics, metabolic pathways analysis, and additional drug prioritizing parameters was used to identify novel drug targets that were essential for the pathogen’s survival but absent in its human host. Comparative genomic analysis of Kyoto Encyclopedia of Genes and Genomes annotated metabolic pathways identified 350 putative target proteins in E. coli O157:H7 which showed no similarity to human proteins. Further bioinformatic approaches including prediction of subcellular localization, calculation of molecular weight, and web-based investigation of 3D structural characteristics greatly aided in filtering the potential drug targets from 350 to 120. Ultimately, 44 non-homologous essential proteins of E. coli O157:H7 were prioritized and proved to have the eligibility to become novel broad-spectrum antibiotic targets and DNA polymerase III alpha (dnaE) was the top-ranked among these targets. Moreover, druggability of each of the identified drug targets was evaluated by the DrugBank database. In addition, 3D structure of the dnaE was modeled and explored further for in silico docking with ligands having potential druggability. Finally, we confirmed that the compounds N -coeleneterazine and N -(1,4-dihydro-5H-tetrazol-5-ylidene)-9-oxo-9H-xanthene-2-sulfonamide were the most suitable ligands of dnaE and hence proposed as the potential inhibitors of this target protein. The results of this study could facilitate the discovery and release of new and effective drugs against E. coli O157:H7 and other deadly human bacterial pathogens.
机译:导致腹泻,痢疾或肠热的细菌性肠感染构成了巨大的公共卫生问题,在发展中国家和发达国家,每年都有超过十亿的疾病发作。在这项研究中,通过广泛的计算方法研究了出血性腹泻和溶血性尿毒症综合征的致命病原体大肠杆菌O157:H7,以鉴定新型和广谱抗生素靶标。系统化的计算机工作流程由比较基因组学,代谢途径分析和其他药物优先级参数组成,用于确定对病原体生存至关重要但在其人类宿主中不存在的新型药物靶标。京都基因和基因组百科全书注释的代谢途径的比较基因组分析对大肠杆菌O157:H7中的350种假定靶蛋白进行了鉴定,这些蛋白与人类蛋白没有相似之处。进一步的生物信息学方法包括预测亚细胞定位,计算分子量以及基于网络的3D结构特征研究,极大地有助于将潜在的药物靶标从350过滤到120。最终,大肠杆菌O157的44种非同源必需蛋白:优先考虑H7并证明其有资格成为新型广谱抗生素靶标,而DNA聚合酶IIIα(dnaE)在这些靶标中排名最高。此外,通过DrugBank数据库评估了每个确定的药物靶标的药物可吸收性。此外,对dnaE的3D结构进行了建模,并进一步进行了计算机对接研究,以与具有潜在可药用性的配体进行计算机对接。最后,我们确认化合物N -coeleneterazine和N-(1,4-二氢-5H-四唑-5-亚烷基)-9-氧代-9H-氧杂蒽-2-磺酰胺是dnaE的最合适配体,因此建议作为该靶蛋白的潜在抑制剂。这项研究的结果可以促进发现和释放针对大肠杆菌O157:H7和其他致命人类细菌性病原体的新型有效药物。

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