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基于化学信息学的新型抗生物膜化合物的开发。

Chemoinformatics-assisted development of new anti-biofilm compounds.

机构信息

Center for Biological Sequence Analysis, Department of Systems Biology, Technical University of Denmark, Lyngby, Denmark.

出版信息

Appl Microbiol Biotechnol. 2010 Jun;87(1):309-17. doi: 10.1007/s00253-010-2471-0. Epub 2010 Mar 5.

Abstract

Bacterial biofilms are associated with a large number of infections. Biofilm-dwelling bacteria are particularly resistant to antibiotics, making it hard to eradicate biofilm-associated infections. Here, we use a novel cross-disciplinary approach combining microbiology and chemoinformatics to identify new and efficient anti-biofilm drugs. We found that ellagic acid (present in green tea) significantly inhibited biofilm formation of Streptococcus dysgalactiae. Based on ellagic acid, we performed in silico screening of the Chinese Natural Product Database to predict a 2nd-generation list of compounds with similar characteristics. One of these, esculetin, proved to be more efficient in preventing biofilm formation by Staphylococcus aureus. From esculetin a 3rd-generation list of compounds was predicted. One of them, fisetin, was even better to abolish biofilm formation than the two parent compounds. Fisetin dramatically inhibited biofilm formation of both S. aureus and S. dysgalactiae. The compounds did not affect planktonic growth in concentrations where they affected biofilm formation and appeared to be specific antagonists of biofilms. Arguably, since all three compounds are natural ingredients of dietary plants, they should be well-tolerated by humans. Our results indicate that such small plant components, with bacterial lifestyle altering properties are promising candidates for novel generations of antimicrobial drugs. The study underlines the potential in combining chemoinformatics and biofilm research.

摘要

细菌生物膜与大量感染有关。生物膜内的细菌对抗生素具有特别的抵抗力,这使得消除生物膜相关感染变得困难。在这里,我们采用了一种新的跨学科方法,将微生物学和化学生物信息学结合起来,以确定新的有效的抗生物膜药物。我们发现鞣花酸(存在于绿茶中)能显著抑制酿脓链球菌的生物膜形成。基于鞣花酸,我们对中国天然产物数据库进行了计算机筛选,以预测具有相似特征的第二代化合物列表。其中一种,秦皮素,在预防金黄色葡萄球菌生物膜形成方面证明更为有效。从秦皮素预测了第三代化合物列表。其中之一,漆黄素,甚至比两种母体化合物更能有效消除生物膜的形成。漆黄素能显著抑制金黄色葡萄球菌和酿脓链球菌的生物膜形成。在抑制生物膜形成的浓度下,这些化合物不影响浮游生长,而且似乎是生物膜的特异性拮抗剂。可以说,由于这三种化合物都是膳食植物的天然成分,它们应该能被人类很好地耐受。我们的结果表明,具有改变细菌生活方式特性的这种小型植物成分是新一代抗菌药物的有希望的候选物。该研究强调了将化学生物信息学和生物膜研究相结合的潜力。

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