antibiotic discovery

  • 文章类型: Journal Article
    迫切需要新型抗生素来应对抗生素耐药性危机。我们提出了一种基于机器学习的方法来预测全球微生物组中的抗菌肽(AMPs),并利用来自环境和宿主相关栖息地的63,410个宏基因组和87,920个原核基因组的庞大数据集来创建AMPSphere。一个全面的目录,包括863,498个非冗余肽,其中很少有与现有数据库匹配的数据库。AMPSphere提供了对肽的进化起源的见解,包括较长序列的复制或基因截断,我们观察到AMP的产生因栖息地而异。为了验证我们的预测,我们在体外和体内合成并测试了100种针对临床相关耐药病原体和人类肠道共生的AMP。总共有79个肽是有活性的,有63种靶向病原体。这些活性AMP通过破坏细菌膜而表现出抗菌活性。总之,我们的方法鉴定了近一百万个原核AMP序列,抗生素发现的开放获取资源。
    Novel antibiotics are urgently needed to combat the antibiotic-resistance crisis. We present a machine-learning-based approach to predict antimicrobial peptides (AMPs) within the global microbiome and leverage a vast dataset of 63,410 metagenomes and 87,920 prokaryotic genomes from environmental and host-associated habitats to create the AMPSphere, a comprehensive catalog comprising 863,498 non-redundant peptides, few of which match existing databases. AMPSphere provides insights into the evolutionary origins of peptides, including by duplication or gene truncation of longer sequences, and we observed that AMP production varies by habitat. To validate our predictions, we synthesized and tested 100 AMPs against clinically relevant drug-resistant pathogens and human gut commensals both in vitro and in vivo. A total of 79 peptides were active, with 63 targeting pathogens. These active AMPs exhibited antibacterial activity by disrupting bacterial membranes. In conclusion, our approach identified nearly one million prokaryotic AMP sequences, an open-access resource for antibiotic discovery.
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  • 文章类型: Journal Article
    在绝大多数细菌中,原生动物和植物,甲基赤藓糖醇磷酸(MEP)途径用于合成异戊烯基二磷酸(IDP)和二甲基烯丙基二磷酸(DMADP),它们是类异戊二烯的前体。类异戊二烯,如胆固醇和辅酶Q,在生理活动中发挥各种关键作用,包括细胞膜的形成,蛋白质降解,细胞凋亡,和转录调控。相比之下,人类使用甲羟戊酸(MVA)途径生产IDP和DMADP,MEP途径中的蛋白质对抗菌剂具有吸引力。该途径由七个连续的酶促反应组成,其中4-二磷酸-2C-甲基-D-赤藓糖醇合成酶(IspD)和2C-甲基-D-赤藓糖醇2,4-环二磷酸合成酶(IspF)催化第三和第五步,分别。在这项研究中,我们表征了幽门螺杆菌IspDF和鲍曼不动杆菌IspD的酶活性和蛋白质结构。然后,使用基于直接相互作用的热转移测定,我们对已批准的药物库进行了化合物筛选,鉴定出27种可能与AbIspD结合的化合物.其中,两种天然产物,迷迭香酸和丹参酮IIA磺酸钠,对HpIspDF和AbIspD表现出抑制活性,通过与其中一种基质竞争,MEP。此外,丹参酮IIA磺酸钠也证明了对幽门螺杆菌的某些抗菌作用。总之,我们从批准的成分中鉴定出两种IspD抑制剂,拓宽了针对MEP途径的抗生素发现范围。
    In a vast majority of bacteria, protozoa and plants, the methylerythritol phosphate (MEP) pathway is utilized for the synthesis of isopentenyl diphosphate (IDP) and dimethylallyl diphosphate (DMADP), which are precursors for isoprenoids. Isoprenoids, such as cholesterol and coenzyme Q, play a variety of crucial roles in physiological activities, including cell-membrane formation, protein degradation, cell apoptosis, and transcription regulation. In contrast, humans employ the mevalonate (MVA) pathway for the production of IDP and DMADP, rendering proteins in the MEP pathway appealing targets for antimicrobial agents. This pathway consists of seven consecutive enzymatic reactions, of which 4-diphosphocytidyl-2C-methyl-D-erythritol synthase (IspD) and 2C-methyl-D-erythritol 2,4-cyclodiphosphate synthase (IspF) catalyze the third and fifth steps, respectively. In this study, we characterized the enzymatic activities and protein structures of Helicobacter pylori IspDF and Acinetobacter baumannii IspD. Then, using the direct interaction-based thermal shift assay, we conducted a compound screening of an approved drug library and identified 27 hit compounds potentially binding to AbIspD. Among them, two natural products, rosmarinic acid and tanshinone IIA sodium sulfonate, exhibited inhibitory activities against HpIspDF and AbIspD, by competing with one of the substrates, MEP. Moreover, tanshinone IIA sodium sulfonate also demonstrated certain antibacterial effects against H. pylori. In summary, we identified two IspD inhibitors from approved ingredients, broadening the scope for antibiotic discovery targeting the MEP pathway.
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  • 文章类型: Journal Article
    铜绿假单胞菌通过诱导脂多糖(LPS)表面修饰的表达来响应亚致死性抗菌暴露,这些修饰掩盖了抗生素结合位点并有助于外膜(OM)的修复和抗性。我们在生物传感器方法中利用这些膜损伤响应操纵子,用于发现专门针对OM的新抗菌剂。pmr(多粘菌素抗性;氨基阿拉伯糖LPS修饰)和speD2E2(亚精胺合成)操纵子的染色体转录luxCDABE报告基因由经过验证的外膜作用剂(包括阳离子抗菌肽)诱导,阳离子螯合剂,抗坏血酸,洗涤剂,和细胞壁合成抑制剂环丝氨酸和杆菌肽。为了确定干扰OM的抗菌剂的新来源,我们使用这些OM损伤响应性生物传感器来筛选一组真菌培养上清液的新型抗菌和生物传感器活性。生物传感器活性用于确定从真菌上清液产生抗微生物剂的最佳时间点,并指导尺寸排阻色谱后活性级分的纯化。中药植物的水和乙醇提取物也被证明是生物传感器活性的来源。病原体盒是一个由400名成员组成的潜在抗菌药物库,但是这些化合物都没有诱导我们的OM损伤生物传感器。这本小说,敏感,基于细胞的筛选试验有可能在未来发现特异性靶向外膜的先导化合物,这是抗生素进入革兰氏阴性细菌的重要障碍。重要的是,需要新的方法来发现新的抗菌药物,特别是针对革兰氏阴性外膜的抗生素。通过利用细菌感知和对外膜(OM)损伤的反应,我们使用了一种由多粘菌素抗性基因转录报告基因组成的生物传感器方法来筛选天然产物和一个小的药物库,用于生物传感器活性,表明对OM的损害。导致多粘菌素抗性基因诱导的多种抗菌化合物,这与外膜损伤相关,建议这些LPS和表面修饰也在亚致死暴露的短期修复中起作用,并且是针对广泛的膜应激条件所必需的。
    OBJECTIVE: New approaches are needed to discover novel antimicrobials, particularly antibiotics that target the Gram-negative outer membrane. By exploiting bacterial sensing and responses to outer membrane (OM) damage, we used a biosensor approach consisting of polymyxin resistance gene transcriptional reporters to screen natural products and a small drug library for biosensor activity that indicates damage to the OM. The diverse antimicrobial compounds that cause induction of the polymyxin resistance genes, which correlates with outer membrane damage, suggest that these LPS and surface modifications also function in short-term repair to sublethal exposure and are required against broad membrane stress conditions.
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  • 文章类型: Journal Article
    Bacterial resistance has become increasingly serious because of the widespread use and abuse of antibiotics. In particular, the emergence of multidrug-resistant bacteria has posed a serious threat to human public health and attracted the attention of the World Health Organization (WHO) and the governments of various countries. Therefore, the establishment of measures against bacterial resistance and the discovery of new antibacterial drugs are increasingly urgent to better contain the emergence of bacterial resistance and provide a reference for the development of new antibacterial drugs. In this review, we discuss some antibiotic drugs that have been approved for clinical use and a partial summary of the meaningful research results of anti-drug resistant bacterial drugs in different fields, including the antibiotic drugs approved by the FDA from 2015 to 2020, the potential drugs against drug-resistant bacteria, the new molecules synthesized by chemical modification, combination therapy, drug repurposing, immunotherapy and other therapies.
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  • 文章类型: Journal Article
    Actinomycetes are the main sources of antibiotics. The onset and level of production of each antibiotic is subject to complex control by multi-level regulators. These regulators exert their functions at hierarchical levels. At the lower level, cluster-situated regulators (CSRs) directly control the transcription of neighboring genes within the gene cluster. Higher-level pleiotropic and global regulators exert their functions mainly through modulating the transcription of CSRs. Advances in understanding of the regulation of antibiotic biosynthesis in actinomycetes have inspired us to engineer these regulators for strain improvement and antibiotic discovery.
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  • 文章类型: Journal Article
    Antibiotics had been a useful tool for treating bacterial infections since their discovery, but with the passage of time, the evolution of resistance among microbes against antibiotics has rendered them useless. Many approaches are being used to tackle this problem which include discovery of new antibiotics, modification of the existing ones, and elucidating mechanisms of resistance in microbes for a better understanding. In this review, we have discussed that discovery of new antibiotics is a basic need to fight emerging infectious bacteria, and for this purpose, we should target those microbes from the environment which are not easily culturable. For this purpose, culturing technique should be modified to the in situ culturing as nutritional requirements of unculturable bacteria are unknown. Two different cultivation strategies, diffusion chambers and iChip technology, have been reviewed for their excellent improvement in culturing compared to conventional techniques. Since co-culture is also an important factor which can result in exploring new microbial diversity, we hypothesize that if iChip and co-culture can be combined in a single device, it can allow production of novel antibiotics from those bacteria which are difficult to be cultured in the future.
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