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基于综合生物信息学的消减基因组学方法来破译治疗药物靶点及其对布鲁氏菌病的可能干预措施。

Integrated Bioinformatics-Based Subtractive Genomics Approach to Decipher the Therapeutic Drug Target and Its Possible Intervention against Brucellosis.

作者信息

Khan Kanwal, Alhar Munirah Sulaiman Othman, Abbas Muhammad Naseer, Abbas Syed Qamar, Kazi Mohsin, Khan Saeed Ahmad, Sadiq Abdul, Hassan Syed Shams Ul, Bungau Simona, Jalal Khurshid

机构信息

Dr. Panjwani Center for Molecular Medicine and Drug Research, International Center for Chemical and Biological Sciences, University of Karachi, Karachi City 75270, Pakistan.

Department of Chemistry, College of Science, University of Ha'il, Ha'il 81451, Saudi Arabia.

出版信息

Bioengineering (Basel). 2022 Nov 1;9(11):633. doi: 10.3390/bioengineering9110633.

Abstract

, one of the causative agents of brucellosis, is Gram-negative intracellular bacteria that may be found all over the globe and it is a significant facultative zoonotic pathogen found in livestock. It may adapt to a phagocytic environment, reproduce, and develop resistance to harmful environments inside host cells, which is a crucial part of the Brucella life cycle making it a worldwide menace. The molecular underpinnings of Brucella pathogenicity have been substantially elucidated due to comprehensive methods such as proteomics. Therefore, we aim to explore the complete proteome to prioritize the novel proteins as drug targets via subtractive proteo-genomics analysis, an effort to conjecture the existence of distinct pathways in the development of brucellosis. Consequently, 38 unique metabolic pathways having 503 proteins were observed while among these 503 proteins, the non-homologs (n = 421), essential (n = 350), drug-like (n = 114), virulence (n = 45), resistance (n = 42), and unique to pathogen proteins were retrieved from . The applied subsequent hierarchical shortlisting resulted in a protein, i.e., isocitrate lyase, that may act as potential drug target, which was finalized after the extensive literature survey. The interacting partners for these shortlisted drug targets were identified through the STRING database. Moreover, structure-based studies were also performed on isocitrate lyase to further analyze its function. For that purpose, ~18,000 ZINC compounds were screened to identify new potent drug candidates against isocitrate lyase for brucellosis. It resulted in the shortlisting of six compounds, i.e., ZINC95543764, ZINC02688148, ZINC20115475, ZINC04232055, ZINC04231816, and ZINC04259566 that potentially inhibit isocitrate lyase. However, the ADMET profiling showed that all compounds fulfill ADMET properties except for ZINC20115475 showing positive Ames activity; whereas, ZINC02688148, ZINC04259566, ZINC04232055, and ZINC04231816 showed hepatoxicity while all compounds were observed to have no skin sensitization. In light of these parameters, we recommend ZINC95543764 compound for further experimental studies. According to the present research, which uses subtractive genomics, proteins that might serve as therapeutic targets and potential lead options for eradicating brucellosis have been narrowed down.

摘要

布鲁氏菌病的病原体之一布鲁氏菌是革兰氏阴性细胞内细菌,在全球范围内均有发现,是家畜中重要的兼性人畜共患病原体。它能够适应吞噬环境,进行繁殖,并在宿主细胞内对有害环境产生抗性,这是布鲁氏菌生命周期的关键部分,使其成为全球的一大威胁。由于蛋白质组学等综合方法,布鲁氏菌致病性的分子基础已得到充分阐明。因此,我们旨在通过消减蛋白质基因组学分析探索完整的蛋白质组,以将新蛋白质作为药物靶点进行优先排序,从而推测布鲁氏菌病发展过程中不同途径的存在。结果,观察到38条独特的代谢途径,涉及503种蛋白质。在这503种蛋白质中,从……检索到了非同源蛋白(n = 421)、必需蛋白(n = 350)、类药物蛋白(n = 114)、毒力蛋白(n = 45)、抗性蛋白(n = 42)以及病原体特有的蛋白质。随后应用的分层筛选产生了一种蛋白质,即异柠檬酸裂解酶,它可能作为潜在的药物靶点,在广泛的文献调研后最终确定。通过STRING数据库确定了这些入围药物靶点的相互作用伙伴。此外,还对异柠檬酸裂解酶进行了基于结构的研究,以进一步分析其功能。为此,筛选了约18,000种ZINC化合物,以鉴定针对布鲁氏菌病异柠檬酸裂解酶的新的有效药物候选物。结果筛选出六种化合物,即ZINC95543764、ZINC02688148、ZINC20115475、ZINC04232055、ZINC04231816和ZINC04259566,它们可能抑制异柠檬酸裂解酶。然而,药物代谢动力学/药物毒性(ADMET)分析表明,除ZINC20115475显示阳性艾姆斯活性外,所有化合物均符合ADMET特性;而ZINC02688148、ZINC04259566、ZINC04232055和ZINC04231816显示出肝毒性,同时观察到所有化合物均无皮肤致敏性。鉴于这些参数,我们推荐ZINC95543764化合物用于进一步的实验研究。根据本研究采用的消减基因组学方法,可能作为治疗靶点以及根除布鲁氏菌病潜在先导选择的蛋白质已被缩小范围。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4dd0/9687753/9dd12f72eae6/bioengineering-09-00633-g001.jpg

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