Subtractive genomics and drug repurposing strategies for targeting Streptococcus pneumoniae: insights from molecular docking and dynamics simulations.

IF 4 2区 生物学 Q2 MICROBIOLOGY
Frontiers in Microbiology Pub Date : 2025-03-18 eCollection Date: 2025-01-01 DOI:10.3389/fmicb.2025.1534659
Borakha Bura Gohain, Bhaskar Mazumder, Sanchaita Rajkhowa, Sami A Al-Hussain, Magdi E A Zaki
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引用次数: 0

Abstract

Introduction: Streptococcus pneumoniae is a Gram-positive bacterium responsible for severe infections such as meningitis and pneumonia. The increasing prevalence of antibiotic resistance necessitates the identification of new therapeutic targets. This study aimed to discover potential drug targets against S. pneumoniae using an in silico subtractive genomics approach.

Methods: The S. pneumoniae genome was compared to the human genome to identify non-homologous sequences using CD-HIT and BLASTp. Essential genes were identified using the Database of Essential Genes (DEG), with consideration for human gut microflora. Protein-protein interaction analyses were conducted to identify key hub genes, and gene ontology (GO) studies were performed to explore associated pathways. Due to the lack of crystal structure data, a potential target was modeled in silico and subjected to structure-based virtual screening.

Results: Approximately 2,000 of the 2,027 proteins from the S. pneumoniae genome were identified as non-homologous to humans. The DEG identified 48 essential genes, which was reduced to 21 after considering human gut microflora. Key hub genes included gpi, fba, rpoD, and trpS, associated with 20 pathways. Virtual screening of 2,509 FDA-approved compounds identified Bromfenac as a leading candidate, exhibiting a binding energy of -26.335 ± 29.105 kJ/mol.

Discussion: Bromfenac, particularly when conjugated with AuAgCu2O nanoparticles, has demonstrated antibacterial and anti-inflammatory properties against Staphylococcus aureus. This suggests that Bromfenac could be repurposed as a potential therapeutic agent against S. pneumoniae, pending further experimental validation. The approach highlights the potential for drug repurposing by targeting proteins essential in pathogens but absent in the host.

针对肺炎链球菌的减法基因组学和药物再利用策略:来自分子对接和动力学模拟的见解。
简介:肺炎链球菌是一种革兰氏阳性细菌,可导致脑膜炎和肺炎等严重感染。抗生素耐药性的日益普遍要求确定新的治疗靶点。本研究旨在利用硅片减法基因组学方法发现抗肺炎链球菌的潜在药物靶点。方法:利用CD-HIT和BLASTp将肺炎链球菌基因组与人类基因组进行比对,鉴定非同源序列。使用必要基因数据库(DEG)鉴定必要基因,并考虑人类肠道菌群。通过蛋白质-蛋白质相互作用分析来确定关键枢纽基因,并通过基因本体(GO)研究来探索相关途径。由于缺乏晶体结构数据,潜在靶点在计算机上建模并进行基于结构的虚拟筛选。结果:来自肺炎链球菌基因组的2027个蛋白中约有2000个被鉴定为与人类非同源的。DEG确定了48个必需基因,在考虑了人类肠道菌群后减少到21个。关键枢纽基因包括gpi、fba、rpoD和trpS,与20条通路相关。对2509个fda批准的化合物进行虚拟筛选,发现溴芬酸为主要候选化合物,其结合能为-26.335±29.105 kJ/mol。讨论:溴芬酸,特别是当与AuAgCu2O纳米颗粒结合时,已经证明了对金黄色葡萄球菌的抗菌和抗炎特性。这表明溴芬酸可以作为一种潜在的治疗肺炎链球菌的药物,有待进一步的实验验证。该方法强调了通过靶向病原体必需但在宿主中不存在的蛋白质来重新利用药物的潜力。
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
CiteScore
7.70
自引率
9.60%
发文量
4837
审稿时长
14 weeks
期刊介绍: Frontiers in Microbiology is a leading journal in its field, publishing rigorously peer-reviewed research across the entire spectrum of microbiology. Field Chief Editor Martin G. Klotz at Washington State University is supported by an outstanding Editorial Board of international researchers. This multidisciplinary open-access journal is at the forefront of disseminating and communicating scientific knowledge and impactful discoveries to researchers, academics, clinicians and the public worldwide.
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