Naha Aniket, Ramaiah Sudha
Medical and Biological Computing Laboratory, School of Bio-Sciences and Technology, Vellore Institute of Technology (VIT), Vellore, 632014 Tamil Nadu India.
Department of Bio-Medical Sciences, School of Bio-Sciences and Technology, Vellore Institute of Technology (VIT), Vellore, 632014 Tamil Nadu India.
3 Biotech. 2022 Oct;12(10):258. doi: 10.1007/s13205-022-03325-w. Epub 2022 Sep 3.
Multi-drug resistant (MDR) 2a, one of the leading bacterial agents of diarrhoeal mortality, has posed challenges in treatment strategies. The present study was conducted to identify potential therapeutic biomarkers using gene interaction network (GIN) in order to understand the cellular and molecular level interactions of both antimicrobial resistance (AMR) and virulence genes through topological and clustering metrics. Statistically significant differential gene expression (DGE), structural chemistry and dynamics were incorporated to elucidate biomarker for sustainable therapeutic regimen against MDR . Functional enrichments and topological metrics revealed and their direct interactors to be associated with diverse AMR mechanisms. Histidine kinase EvgS was considered as the hub protein due to its highest prevalence in the molecular interactome profiles of both the AMR (71.6%) and virulence (45.8%) clusters interconnecting several genes concerning two-component system (TCS). DGE profiles of ΔPhoPQ (deleted regulatory PhoP and sensor PhoQ) led to the upregulation of TCS comprising EvgSA thereby validating EvgS as a promising therapeutic biomarker. Druggability and structural stability of EvgS was assessed through thermal shifts, backbone stability and coarse dynamics refinement. Structure-function relationship was established revealing the C-terminal extracellular domain as the drug-binding site which was further validated through molecular dynamics simulation. Structure elucidation of identified biomarker followed by secondary and tertiary structural validation would prove pivotal for future therapeutic interventions against subverting both AMR and virulence posed by this strain.
The online version contains supplementary material available at 10.1007/s13205-022-03325-w.
多重耐药(MDR)2a是导致腹泻死亡的主要细菌病原体之一,给治疗策略带来了挑战。本研究旨在利用基因相互作用网络(GIN)识别潜在的治疗生物标志物,以便通过拓扑和聚类指标了解抗菌耐药性(AMR)和毒力基因在细胞和分子水平上的相互作用。纳入具有统计学意义的差异基因表达(DGE)、结构化学和动力学,以阐明针对MDR的可持续治疗方案的生物标志物。功能富集和拓扑指标显示,及其直接相互作用分子与多种AMR机制相关。组氨酸激酶EvgS被认为是枢纽蛋白,因为它在连接涉及双组分系统(TCS)的多个基因的AMR(71.6%)和毒力(45.8%)簇的分子相互作用组图谱中患病率最高。ΔPhoPQ(缺失调节性PhoP和传感PhoQ)的DGE图谱导致包含EvgSA的TCS上调,从而验证EvgS是一种有前景的治疗生物标志物。通过热位移、主链稳定性和粗粒度动力学优化评估了EvgS的成药性和结构稳定性。建立了结构-功能关系,揭示C端细胞外结构域为药物结合位点,并通过分子动力学模拟进一步验证。确定生物标志物的结构解析,随后进行二级和三级结构验证,对于未来针对该菌株所造成的AMR和毒力颠覆的治疗干预至关重要。
在线版本包含可在10.1007/s13205-022-03325-w获取的补充材料。