Breaking resistance: in silico subtractive and comparative genomics approaches for drug targeting in Bacteroides fragilis.

IF 2 4区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
Biotechnology Letters Pub Date : 2024-12-01 Epub Date: 2024-10-18 DOI:10.1007/s10529-024-03537-5
Tehreem Zia, Kanwal Khan, Saltanat Aghayeva, Reaz Uddin
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引用次数: 0

Abstract

The purpose of this study was to identify potential novel drug targets for Bacteroides fragilis infections using bioinformatics techniques, such as subtractive and comparative genomics. Bacteroides fragilis is a frequently isolated anaerobic pathogen, particularly in the human digestive tract, where its pathogenesis and persistence are influenced by various virulence factors. By understanding these factors, the study aims to explore alternative therapeutic strategies and provide insights for the development of treatments against B. fragilis infections, particularly as alternatives to antibiotic therapy. A comparative subtractive genomic analysis was performed against the B. fragilis (strain CL07T12C05) to identify unique drug targets. The analysis includes the identification of non-paralogous, non-homologous, essential, and drug target like proteins. Moreover, a comprehensive structural analysis of the protein was conducted utilizing structure modeling and validation techniques, along with network topology analysis. Furthermore, a library comprising approximately 9000 FDA-approved compounds accessible in the DrugBank database was employed to conduct virtual screenings for compounds effective against the designated drug target. The top shortlisted compounds were further studied by employing MD simulations using GROMACS. This approach was chosen due to the established safety, efficacy, pharmacokinetics, and toxicity profiles of these compounds. As a result, B. fragilis (strain CL07T12C05) was found to possess 4595 proteins. Among these, 3518 were identified as non-homologous, 1508 deemed essential for bacterial viability, 348 exhibited drug-like properties, 203 were implicated in virulence, and 135 displayed antibiotic resistance. Following an extensive literature review, the protein Sialic acid O-acetyltransferase was chosen through a hierarchical shortlisting process as a potential therapeutic target. The ongoing research facilitated the repurposing of drug compounds: DB12411, DB02112, DB03591, and DB00192, as cost-effective medications against B. fragilis related infections. MD simulations analysis showed that DB12411 may be a potential drug candidate against Sialic acid O-acetyltransferase from B. fragilis. Through subtractive and comparative genomic analysis, Sialic acid O-acetyltransferase was identified as a promising drug target against Bacteroides fragilis. The findings indicate that compounds targeting this protein could potentially be effective in treating B. fragilis infections. However, further experimental validation is required to conclusively confirm their efficacy.

打破耐药性:脆弱拟杆菌药物靶向的硅减法和比较基因组学方法。
本研究的目的是利用生物信息学技术,如减法基因组学和比较基因组学,确定脆弱拟杆菌感染的潜在新药靶点。脆弱拟杆菌(Bacteroides fragilis)是一种经常被分离出来的厌氧病原体,尤其是在人类消化道中,其致病机理和持久性受到各种毒力因素的影响。通过了解这些因素,该研究旨在探索替代治疗策略,并为开发针对脆弱拟杆菌感染的治疗方法(尤其是作为抗生素治疗的替代方法)提供见解。研究人员对脆弱拟杆菌(菌株 CL07T12C05)进行了比较减法基因组分析,以确定独特的药物靶点。该分析包括非同类、非同源、必需和类似药物靶标的蛋白质的鉴定。此外,还利用结构建模和验证技术以及网络拓扑分析对蛋白质进行了全面的结构分析。此外,还利用药物库(DrugBank)数据库中约 9000 种经 FDA 批准的化合物库,进行虚拟筛选,寻找对指定药物靶点有效的化合物。通过使用 GROMACS 进行 MD 模拟,进一步研究了入围前几名的化合物。之所以选择这种方法,是因为这些化合物的安全性、有效性、药代动力学和毒性特征均已确立。结果发现,B. fragilis(菌株 CL07T12C05)拥有 4595 个蛋白质。其中,3518 个被确定为非同源蛋白,1508 个被认为是细菌生存所必需的,348 个表现出类似药物的特性,203 个与毒力有关,135 个表现出抗生素耐药性。在进行了广泛的文献综述后,通过分层筛选,最终选择了蛋白质 Sialic acid O-acetyltransferase 作为潜在的治疗靶点。正在进行的研究促进了药物化合物的再利用:DB12411、DB02112、DB03591和DB00192作为抗脆弱拟杆菌相关感染的经济有效药物。MD 模拟分析表明,DB12411 可能是一种潜在的候选药物,可对抗脆弱拟杆菌中的Sialic Acid O-乙酰转移酶。通过减法和比较基因组分析,确定了Sialic acid O-乙酰转移酶是一种很有希望的抗脆弱拟杆菌药物靶点。研究结果表明,针对这种蛋白质的化合物可能会有效治疗脆弱拟杆菌感染。不过,要最终确认其疗效,还需要进一步的实验验证。
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来源期刊
Biotechnology Letters
Biotechnology Letters 工程技术-生物工程与应用微生物
CiteScore
5.90
自引率
3.70%
发文量
108
审稿时长
1.2 months
期刊介绍: Biotechnology Letters is the world’s leading rapid-publication primary journal dedicated to biotechnology as a whole – that is to topics relating to actual or potential applications of biological reactions affected by microbial, plant or animal cells and biocatalysts derived from them. All relevant aspects of molecular biology, genetics and cell biochemistry, of process and reactor design, of pre- and post-treatment steps, and of manufacturing or service operations are therefore included. Contributions from industrial and academic laboratories are equally welcome. We also welcome contributions covering biotechnological aspects of regenerative medicine and biomaterials and also cancer biotechnology. Criteria for the acceptance of papers relate to our aim of publishing useful and informative results that will be of value to other workers in related fields. The emphasis is very much on novelty and immediacy in order to justify rapid publication of authors’ results. It should be noted, however, that we do not normally publish papers (but this is not absolute) that deal with unidentified consortia of microorganisms (e.g. as in activated sludge) as these results may not be easily reproducible in other laboratories. Papers describing the isolation and identification of microorganisms are not regarded as appropriate but such information can be appended as supporting information to a paper. Papers dealing with simple process development are usually considered to lack sufficient novelty or interest to warrant publication.
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