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解读抗生素靶向的代谢途径:转录组学和基因组规模代谢建模的见解

Deciphering Antibiotic-Targeted Metabolic Pathways in : Insights from Transcriptomics and Genome-Scale Metabolic Modeling.

作者信息

Sarı Fatma Zehra, Çakır Tunahan

机构信息

Institute of Biotechnology, Gebze Technical University, Gebze 41400, Kocaeli, Türkiye.

Department of Bioengineering, Gebze Technical University, Gebze 41400, Kocaeli, Türkiye.

出版信息

Life (Basel). 2024 Sep 2;14(9):1102. doi: 10.3390/life14091102.

Abstract

In the ongoing battle against antibiotic-resistant infections, has emerged as a critical pathogen in healthcare settings. To understand its response to antibiotic-induced stress, we integrated transcriptomic data from various antibiotics (amikacin sulfate, ciprofloxacin, polymyxin-B, and meropenem) with metabolic modeling techniques. Key metabolic pathways, including arginine and proline metabolism, glycine-serine and threonine metabolism, glyoxylate and dicarboxylate metabolism, and propanoate metabolism, were significantly impacted by all four antibiotics across multiple strains. Specifically, biotin metabolism was consistently down-regulated under polymyxin-B treatment, while fatty acid metabolism was perturbed under amikacin sulfate. Ciprofloxacin induced up-regulation in glycerophospholipid metabolism. Validation with an independent dataset focusing on colistin treatment confirmed alterations in fatty acid degradation, elongation, and arginine metabolism. By harmonizing genetic data with metabolic modeling and a metabolite-centric approach, our findings offer insights into the intricate adaptations of under antibiotic pressure, suggesting more effective strategies to combat antibiotic-resistant infections.

摘要

在对抗抗生素耐药性感染的持续斗争中,[病原体名称未给出]已成为医疗机构中的一种关键病原体。为了解其对抗生素诱导应激的反应,我们将来自各种抗生素(硫酸阿米卡星、环丙沙星、多粘菌素B和美罗培南)的转录组数据与代谢建模技术相结合。包括精氨酸和脯氨酸代谢、甘氨酸 - 丝氨酸和苏氨酸代谢、乙醛酸和二羧酸代谢以及丙酸代谢在内的关键代谢途径,在多种菌株中均受到所有四种抗生素的显著影响。具体而言,在多粘菌素B处理下,生物素代谢持续下调,而在硫酸阿米卡星处理下,脂肪酸代谢受到干扰。环丙沙星诱导甘油磷脂代谢上调。使用专注于黏菌素治疗的独立数据集进行验证,证实了脂肪酸降解、延长和精氨酸代谢的改变。通过将遗传数据与代谢建模以及以代谢物为中心的方法相结合,我们的研究结果为[病原体名称未给出]在抗生素压力下的复杂适应性提供了见解,为对抗抗生素耐药性感染提出了更有效的策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6069/11433532/e8197a1f64d3/life-14-01102-g001.jpg

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