{"title":"利用代谢组学数据和多变量分析鉴定具有协同作用的维塔翼属抗菌药物。","authors":"Kieu-Oanh Nguyen Thi, Ngoc-Lien Nguyen, Khanh-Phuong Dang, Phuong-Nhung Nguyen, Huyen-Thu Nguyen Thi, Hoang-Nam Pham, Sylvie Nazaret, Marie-Geneviève Dijoux-Franca","doi":"10.1002/pca.3530","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction: </strong>In metalliferous ecosystems, bacteria could develop membrane efflux pumps to extrude heavy metals. Native plants, frequently exposed to such bacteria, may serve as rich chemical reservoirs for discovering potential antibacterial and/or resistance-modifying agents.</p><p><strong>Objectives: </strong>This study aims to investigate the antibacterial properties of Pteris vittata L., a metal hyperaccumulator abundant in metal-rich environments, against Stenotrophomonas maltophilia K279a, an opportunistic nosocomial pathogen linked to severe respiratory tract infections.</p><p><strong>Material and methods: </strong>A novel approach was used, employing the metabolome of P. vittata in a partial least squares regression model to predict the correlation between the whole chemical profile and activity. Marked compounds were then subjected to in vitro test for bactericidal and synergistic properties using broth dilution and time-kill assays.</p><p><strong>Results: </strong>The multivariate analysis demonstrated a strong synergistic effect among a range of flavonoids compared to the individual responses. Notably, nine flavonoids were confirmed to reduce the minimum inhibitory concentration and minimal bactericidal concentration values of active compounds, cyanidin-3,5-O-diglucoside and perlagonin, from 64.0 and 108 μg/mL to 0.25 and 3.38 μg/mL, respectively.</p><p><strong>Conclusion: </strong>These results provide insights into the possibility of combating clinical infections caused by S. maltophilia and highlight the potential of exploring new synergetic interactions among natural products as an alternative to the conventional bio-guided isolation strategy.</p>","PeriodicalId":20095,"journal":{"name":"Phytochemical Analysis","volume":" ","pages":""},"PeriodicalIF":3.0000,"publicationDate":"2025-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Identification of Antibacterial Agents with a Synergistic Effect in Pteris vittata L. by Exploration of Metabolome Data and Multivariate Analysis.\",\"authors\":\"Kieu-Oanh Nguyen Thi, Ngoc-Lien Nguyen, Khanh-Phuong Dang, Phuong-Nhung Nguyen, Huyen-Thu Nguyen Thi, Hoang-Nam Pham, Sylvie Nazaret, Marie-Geneviève Dijoux-Franca\",\"doi\":\"10.1002/pca.3530\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Introduction: </strong>In metalliferous ecosystems, bacteria could develop membrane efflux pumps to extrude heavy metals. 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引用次数: 0
摘要
在含金属生态系统中,细菌可以发展出膜外排泵来挤压重金属。本地植物,经常暴露于这些细菌,可以作为丰富的化学储存库,发现潜在的抗菌和/或抗性修饰剂。目的:研究富金属环境中丰富的金属超富集物Pteris vittata L.对嗜麦芽窄养单胞菌K279a的抑菌作用。材料和方法:采用偏最小二乘回归模型,利用维塔塔的代谢组来预测整个化学特征与活性之间的相关性。然后用肉汤稀释法和时间杀伤法对标记的化合物进行体外杀菌和协同性能试验。结果:多变量分析表明,与个体反应相比,一系列黄酮类化合物之间具有较强的协同效应。结果表明,9种黄酮类化合物可使活性化合物花青素-3、5- o -二葡糖苷和白草素的最小抑菌浓度和最小杀菌浓度分别从64.0和108 μg/mL降至0.25和3.38 μg/mL。结论:这些结果为抵抗嗜麦芽链球菌引起的临床感染的可能性提供了见解,并突出了探索天然产物之间新的协同相互作用作为传统生物引导分离策略的替代方案的潜力。
Identification of Antibacterial Agents with a Synergistic Effect in Pteris vittata L. by Exploration of Metabolome Data and Multivariate Analysis.
Introduction: In metalliferous ecosystems, bacteria could develop membrane efflux pumps to extrude heavy metals. Native plants, frequently exposed to such bacteria, may serve as rich chemical reservoirs for discovering potential antibacterial and/or resistance-modifying agents.
Objectives: This study aims to investigate the antibacterial properties of Pteris vittata L., a metal hyperaccumulator abundant in metal-rich environments, against Stenotrophomonas maltophilia K279a, an opportunistic nosocomial pathogen linked to severe respiratory tract infections.
Material and methods: A novel approach was used, employing the metabolome of P. vittata in a partial least squares regression model to predict the correlation between the whole chemical profile and activity. Marked compounds were then subjected to in vitro test for bactericidal and synergistic properties using broth dilution and time-kill assays.
Results: The multivariate analysis demonstrated a strong synergistic effect among a range of flavonoids compared to the individual responses. Notably, nine flavonoids were confirmed to reduce the minimum inhibitory concentration and minimal bactericidal concentration values of active compounds, cyanidin-3,5-O-diglucoside and perlagonin, from 64.0 and 108 μg/mL to 0.25 and 3.38 μg/mL, respectively.
Conclusion: These results provide insights into the possibility of combating clinical infections caused by S. maltophilia and highlight the potential of exploring new synergetic interactions among natural products as an alternative to the conventional bio-guided isolation strategy.
期刊介绍:
Phytochemical Analysis is devoted to the publication of original articles concerning the development, improvement, validation and/or extension of application of analytical methodology in the plant sciences. The spectrum of coverage is broad, encompassing methods and techniques relevant to the detection (including bio-screening), extraction, separation, purification, identification and quantification of compounds in plant biochemistry, plant cellular and molecular biology, plant biotechnology, the food sciences, agriculture and horticulture. The Journal publishes papers describing significant novelty in the analysis of whole plants (including algae), plant cells, tissues and organs, plant-derived extracts and plant products (including those which have been partially or completely refined for use in the food, agrochemical, pharmaceutical and related industries). All forms of physical, chemical, biochemical, spectroscopic, radiometric, electrometric, chromatographic, metabolomic and chemometric investigations of plant products (monomeric species as well as polymeric molecules such as nucleic acids, proteins, lipids and carbohydrates) are included within the remit of the Journal. Papers dealing with novel methods relating to areas such as data handling/ data mining in plant sciences will also be welcomed.