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内生细菌次生代谢产物抗 SARS-COV-2 的生物活性潜力:一种计算机模拟方法。

Bioactive potentiality of secondary metabolites from endophytic bacteria against SARS-COV-2: An in-silico approach.

机构信息

Department of Genetic Engineering and Biotechnology, Faculty of Biological Sciences, University of Chittagong, Chittagong, Bangladesh.

Department of Chemistry, Faculty of Sciences, University of Chittagong, Chittagong, Bangladesh.

出版信息

PLoS One. 2022 Aug 4;17(8):e0269962. doi: 10.1371/journal.pone.0269962. eCollection 2022.

Abstract

Five endophytic bacterial isolates were studied to identify morphologically and biochemically, according to established protocols and further confirmed by 16S rDNA Sanger sequencing, as Priestia megaterium, Staphylococcus caprae, Neobacillus drentensis, Micrococcus yunnanensis, and Sphingomonas paucimobiliz, which were then tested for phytohormone, ammonia, and hydrolytic enzyme production. Antioxidant compounds total phenolic content (TPC), and total flavonoid content (TFC) were assessed by using bacterial crude extracts obtained from 24-hour shake-flask culture. Phylogenetic tree analysis of those identified isolates shared sequence similarities with the members of Bacillus, Micrococcus, Staphylococcus, and Pseudomonas species, and after GenBank submission, accession numbers for the nucleotide sequences were found to be MW494406, MW494408, MW494401, MW494402, and MZ021340, respectively. In silico analysis was performed to identify their bioactive genes and compounds in the context of bioactive secondary metabolite production with medicinal value, where nine significant bioactive compounds according to six different types of bioactive secondary metabolites were identified, and their structures, gene associations, and protein-protein networks were analyzed by different computational tools and servers, which were reported earlier with their antimicrobial, anti-infective, antioxidant, and anti-cancer capabilities. These compounds were then docked to the 3-chymotrypsin-like protease (3CLpro) of the novel SARS-COV-2. Docking scores were then compared with 3CLpro reference inhibitor (lopinavir), and docked compounds were further subjected to ADMET and drug-likeness analyses. Ligand-protein interactions showed that two compounds (microansamycin and aureusimine) interacted favorably with coronavirus 3CLpro. Besides, in silico analysis, we also performed NMR for metabolite detection whereas three metabolites (microansamycin, aureusimine, and stenothricin) were confirmed from the 1H NMR profiles. As a consequence, the metabolites found from NMR data aligned with our in-silico analysis that carries a significant outcome of this research. Finally, Endophytic bacteria collected from medicinal plants can provide new leading bioactive compounds against target proteins of SARS-COV-2, which could be an effective approach to accelerate drug innovation and development.

摘要

从形态学和生物化学方面对 5 种内生细菌分离株进行了研究,根据既定的方案进行,并通过 16S rDNA Sanger 测序进一步确认,分别为巨杆菌(Priestia megaterium)、山羊葡萄球菌(Staphylococcus caprae)、德氏芽孢杆菌(Neobacillus drentensis)、云南微球菌(Micrococcus yunnanensis)和少动鞘氨醇单胞菌(Sphingomonas paucimobiliz),然后对它们的植物激素、氨和水解酶的产生进行了测试。通过使用 24 小时摇瓶培养获得的细菌粗提物,评估了抗氧化化合物总酚含量(TPC)和总黄酮含量(TFC)。通过对这些鉴定出的分离株进行系统发育树分析,发现它们与芽孢杆菌、微球菌、葡萄球菌和假单胞菌属的成员具有相似的序列相似性,并且在 GenBank 提交后,发现核苷酸序列的登录号分别为 MW494406、MW494408、MW494401、MW494402 和 MZ021340。通过计算工具和服务器对生物信息学分析,以确定它们在具有药用价值的生物活性次生代谢物产生方面的生物活性基因和化合物,根据六种不同类型的生物活性次生代谢物,鉴定出了 9 种具有显著生物活性的化合物,分析了它们的结构、基因关联和蛋白质-蛋白质网络,这些化合物曾因具有抗菌、抗感染、抗氧化和抗癌能力而被报道过。然后将这些化合物对接至新型 SARS-COV-2 的 3-糜蛋白酶样蛋白酶(3CLpro)。然后将对接评分与 3CLpro 参考抑制剂(洛匹那韦)进行比较,并对对接化合物进行 ADMET 和类药性分析。配体-蛋白质相互作用表明,两种化合物(微ansamycin 和 aureusimine)与冠状病毒 3CLpro 相互作用良好。此外,通过计算分析,我们还进行了代谢物检测的 NMR,从 1H NMR 图谱中确认了三种代谢物(microansamycin、aureusimine 和 stenothricin)。因此,从 NMR 数据中发现的代谢物与我们的计算分析结果一致,这是该研究的一个重要结果。最后,从药用植物中分离出的内生细菌可以提供针对 SARS-COV-2 靶蛋白的新型先导生物活性化合物,这可能是加速药物创新和开发的有效途径。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1972/9352062/ed7d3aefbc7d/pone.0269962.g001.jpg

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