NMR metabolomic analysis of bacterial resistance pathways using multivalent quaternary ammonium functionalized macromolecules.

Michelle L Aries, Mary J Cloninger
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引用次数: 4

Abstract

Introduction: Multivalent antimicrobial dendrimers are an exciting new system that is being developed to address the growing problem of drug resistant bacteria. Nuclear Magnetic Resonance (NMR) metabolomics is a quantitative and reproducible method for the determination of bacterial response to environmental stressors and for visualization of perturbations to biochemical pathways.

Objectives: NMR metabolomics is used to elucidate metabolite differences between wild type and antimicrobially mutated Escherichia coli (E. coli) samples.

Methods: Proton (1H) NMR hydrophilic metabolite analysis was conducted on samples of E. coli after 33 growth cycles of a minimum inhibitory challenge to E. coli by poly(amidoamine) dendrimers functionalized with mannose and with C16-DABCO quaternary ammonium endgroups and compared to the metabolic profile of wild type E. coli.

Results: The wild type and mutated E. coli samples were separated into distinct sample sets by hierarchical clustering, principal component analysis (PCA) and sparse partial least squares discriminate analysis (sPLS-DA). Metabolite components of membrane fortification and energy related pathways had a significant p value and fold change between the wild type and mutated E. coli. Amino acids commonly associated with membrane fortification from cationic antimicrobials, such as lysine, were found to have a higher concentration in the mutated E. coli than in the wild type E. coli. N-acetylglucosamine, a major component of peptidoglycan synthesis, was found to have a 25-fold higher concentration in the mid log phase of the mutated E. coli than in the mid log phase of the wild type.

Conclusion: The metabolic profile suggests that E. coli change their peptidoglycan composition in order to garner protection from the highly positively charged and multivalent C16-DABCO and mannose functionalized dendrimer.

利用多价季铵功能化大分子对细菌耐药途径进行核磁共振代谢组学分析。
导论:多价抗菌树状大分子是一种令人兴奋的新系统,正在开发用于解决日益严重的耐药细菌问题。核磁共振(NMR)代谢组学是一种定量和可重复的方法,用于确定细菌对环境应激源的反应和对生化途径的扰动的可视化。目的:核磁共振代谢组学用于阐明野生型和抗菌突变大肠杆菌(E. coli)样品之间代谢物的差异。方法:采用甘露糖和C16-DABCO季铵端基聚氨基胺树突对大肠杆菌产生最小抑制作用33个生长周期后的大肠杆菌样品进行质子核磁共振(1H)亲水性代谢物分析,并与野生型大肠杆菌的代谢谱进行比较。结果:利用层次聚类、主成分分析(PCA)和稀疏偏最小二乘判别分析(sPLS-DA)将野生型和突变型大肠杆菌样本分离为不同的样本集。膜强化和能量相关途径的代谢物组分在野生型和突变型大肠杆菌之间具有显著的p值和倍数变化。通常与阳离子抗菌剂膜强化相关的氨基酸,如赖氨酸,在突变型大肠杆菌中比在野生型大肠杆菌中浓度更高。n -乙酰氨基葡萄糖是肽聚糖合成的主要成分,在突变的大肠杆菌中,其浓度是野生型大肠杆菌的25倍。结论:大肠杆菌的代谢谱表明,大肠杆菌改变其肽聚糖组成,以获得高正电荷和多价C16-DABCO和甘露糖功能化树状大分子的保护。
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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