An integrated complete-genome sequencing and systems biology approach to predict antimicrobial resistance genes in the virulent bacterial strains of Moraxella catarrhalis.

IF 2.5 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
Sadia Afrin Bristy, Md Arju Hossain, Md Imran Hasan, S M Hasan Mahmud, Mohammad Ali Moni, Md Habibur Rahman
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引用次数: 1

Abstract

Moraxella catarrhalis is a symbiotic as well as mucosal infection-causing bacterium unique to humans. Currently, it is considered as one of the leading factors of acute middle ear infection in children. As M. catarrhalis is resistant to multiple drugs, the treatment is unsuccessful; therefore, innovative and forward-thinking approaches are required to combat the problem of antimicrobial resistance (AMR). To better comprehend the numerous processes that lead to antibiotic resistance in M. catarrhalis, we have adopted a computational method in this study. From the NCBI-Genome database, we investigated 12 strains of M. catarrhalis. We explored the interaction network comprising 74 antimicrobial-resistant genes found by analyzing M. catarrhalis bacterial strains. Moreover, to elucidate the molecular mechanism of the AMR system, clustering and the functional enrichment analysis were assessed employing AMR gene interactions networks. According to the findings of our assessment, the majority of the genes in the network were involved in antibiotic inactivation; antibiotic target replacement, alteration and antibiotic efflux pump processes. They exhibit resistance to several antibiotics, such as isoniazid, ethionamide, cycloserine, fosfomycin, triclosan, etc. Additionally, rpoB, atpA, fusA, groEL and rpoL have the highest frequency of relevant interactors in the interaction network and are therefore regarded as the hub nodes. These genes can be exploited to create novel medications by serving as possible therapeutic targets. Finally, we believe that our findings could be useful to advance knowledge of the AMR system present in M. catarrhalis.

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综合全基因组测序和系统生物学方法预测卡他莫拉菌毒力菌株的抗微生物药物耐药基因。
卡他莫拉菌是一种人类特有的共生细菌,也是引起粘膜感染的细菌。目前被认为是儿童急性中耳感染的主要因素之一。由于卡他氏分枝杆菌对多种药物具有耐药性,治疗不成功;因此,需要创新和前瞻性的方法来应对抗菌素耐药性问题。为了更好地理解导致卡他氏分枝杆菌产生抗生素耐药性的众多过程,我们在本研究中采用了一种计算方法。从NCBI-Genome数据库中,我们调查了12株卡他利分枝杆菌。我们通过对卡他利氏分枝杆菌菌株的分析,探索了由74个耐药基因组成的相互作用网络。此外,为了阐明AMR系统的分子机制,利用AMR基因相互作用网络进行聚类和功能富集分析。根据我们的评估结果,网络中的大多数基因参与抗生素失活;抗生素靶点替代、改变和抗生素外排泵过程。它们对异烟肼、乙硫酰胺、环丝氨酸、磷霉素、三氯生等抗生素具有耐药性。此外,rpoB、atpA、fusA、groEL和rpoL在交互网络中相关交互器的频率最高,因此被视为hub节点。这些基因可以作为可能的治疗靶点来开发新的药物。最后,我们相信我们的发现可能有助于提高对卡他性支原体AMR系统的认识。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Briefings in Functional Genomics
Briefings in Functional Genomics BIOTECHNOLOGY & APPLIED MICROBIOLOGY-GENETICS & HEREDITY
CiteScore
6.30
自引率
2.50%
发文量
37
审稿时长
6-12 weeks
期刊介绍: Briefings in Functional Genomics publishes high quality peer reviewed articles that focus on the use, development or exploitation of genomic approaches, and their application to all areas of biological research. As well as exploring thematic areas where these techniques and protocols are being used, articles review the impact that these approaches have had, or are likely to have, on their field. Subjects covered by the Journal include but are not restricted to: the identification and functional characterisation of coding and non-coding features in genomes, microarray technologies, gene expression profiling, next generation sequencing, pharmacogenomics, phenomics, SNP technologies, transgenic systems, mutation screens and genotyping. Articles range in scope and depth from the introductory level to specific details of protocols and analyses, encompassing bacterial, fungal, plant, animal and human data. The editorial board welcome the submission of review articles for publication. Essential criteria for the publication of papers is that they do not contain primary data, and that they are high quality, clearly written review articles which provide a balanced, highly informative and up to date perspective to researchers in the field of functional genomics.
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