基于核磁共振代谢组学和分子对接研究ω-氨基烷氧基山酮类药物的抗菌作用模式。

IF 3.5 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM
Paola Dias de Oliveira, Allana Cristina Faustino Martins, Roberto da Silva Gomes, Adilson Beatriz, Glaucia Braz Alcantara, Ana Camila Micheletti
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引用次数: 0

摘要

前言:了解抗菌药物的作用方式对药物开发至关重要,有助于对抗细菌耐药性。目的:利用核磁共振代谢组学结合化学计量学和分子对接技术,鉴定金黄色葡萄球菌暴露于市售抗生素和一些合成的ω-氨基烷氧基山酮类抗生素后的代谢反应。方法:用4种市售抗生素和3种合成的ω-氨基烷氧基山酮治疗金黄色葡萄球菌,提取其胞内代谢物。采用无监督和有监督两种算法(PCA和PLS-DA)获取核磁共振波谱,并对1H NMR数据进行分析。对ω-氨基烷氧基山酮进行了DNA拓扑异构酶IV蛋白对接模拟。结果:通过化学计量学分析,我们区分了对照组和细胞外靶点(氨苄西林)和细胞内靶点(卡那霉素、四环素和环丙沙星)的抗生素。我们鉴定了21种代谢物,包括区分不同群体的重要代谢物,如甜菜碱、乙酰胺、谷氨酸、赖氨酸、丙氨酸、异亮氨酸/亮氨酸、醋酸盐、苏氨酸、脯氨酸和乙醇。对于山酮类衍生物(S6, S7和S8),我们观察到S7与环丙沙星之间有更大的相似性,环丙沙星以细菌DNA复制为目标。分子对接分析表明ω-氨基烷氧基山酮与拓扑异构酶IV酶和环丙沙星具有较高的亲和力。结论:基于核磁共振的代谢组学已被证明是一种有效的技术,可以评估金黄色葡萄球菌在某些抗菌化合物治疗后的代谢谱,有助于研究其作用机制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Investigation of antibacterial mode of action of ω-aminoalkoxylxanthones by NMR-based metabolomics and molecular docking.

Introduction: The knowledge of the mode of action of an antimicrobial is essential for drug development and helps to fight against bacterial resistance. Thus, it is crucial to use analytical techniques to study the mechanism of action of substances that have potential to act as antibacterial agents OBJECTIVE: To use NMR-based metabolomics combined with chemometrics and molecular docking to identify the metabolic responses of Staphylococcus aureus following exposure to commercial antibiotics and some synthesized ω-aminoalkoxylxanthones.

Methods: Intracellular metabolites of S. aureus were extracted after treatment with four commercial antibiotics and three synthesized ω-aminoalkoxylxanthones. NMR spectra were obtained and 1H NMR data was analyzed using both unsupervised and supervised algorithms (PCA and PLS-DA, respectively). Docking simulations on DNA topoisomerase IV protein were also performed for the ω-aminoalkoxylxanthones.

Results: Through chemometric analysis, we distinguished between the control group and antibiotics with extracellular (ampicillin) and intracellular targets (kanamycin, tetracycline, and ciprofloxacin). We identified 21 metabolites, including important metabolites that differentiate the groups, such as betaine, acetamide, glutamate, lysine, alanine, isoleucine/leucine, acetate, threonine, proline, and ethanol. Regarding the xanthone-type derivatives (S6, S7 and S8), we observed a greater similarity between S7 and ciprofloxacin, which targets bacterial DNA replication. The molecular docking analysis showed high affinity of the ω-aminoalkoxylxanthones with the topoisomerase IV enzyme, as well as ciprofloxacin.

Conclusion: NMR-based metabolomics has shown to be an effective technique to assess the metabolic profile of S. aureus after treatment with certain antimicrobial compounds, helping the investigation of their mechanism of action.

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来源期刊
Metabolomics
Metabolomics 医学-内分泌学与代谢
CiteScore
6.60
自引率
2.80%
发文量
84
审稿时长
2 months
期刊介绍: Metabolomics publishes current research regarding the development of technology platforms for metabolomics. This includes, but is not limited to: metabolomic applications within man, including pre-clinical and clinical pharmacometabolomics for precision medicine metabolic profiling and fingerprinting metabolite target analysis metabolomic applications within animals, plants and microbes transcriptomics and proteomics in systems biology Metabolomics is an indispensable platform for researchers using new post-genomics approaches, to discover networks and interactions between metabolites, pharmaceuticals, SNPs, proteins and more. Its articles go beyond the genome and metabolome, by including original clinical study material together with big data from new emerging technologies.
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