Syed Shams Ul Hassan, JiaJia Wu, Tao Li, Xuewei Ye, Abdur Rehman, Shikai Yan, Huizi Jin
{"title":"揭开海洋微生物宝藏的面纱:由金属诱发并通过 RSM 驱动的转录组学和化学信息学增强的新型 PBP2a 靶向抗生素。","authors":"Syed Shams Ul Hassan, JiaJia Wu, Tao Li, Xuewei Ye, Abdur Rehman, Shikai Yan, Huizi Jin","doi":"10.1186/s12934-024-02573-0","DOIUrl":null,"url":null,"abstract":"<p><p>Elicitation through abiotic stress, including heavy metals, is a new natural product drug discovery technique. In this research, three compounds 1, 2, and 6, were achieved by triggering zinc and nickel on marine Sphingomonas sp. and Streptomyces sp., which were absent in normal culture. Compound 5 was obtained for the first time from marine bacteria. All compounds showed potent antibacterial activity against Staphylococcus aureus and bactericidal effect at 300 µm, but 6 was more active. The potent compound 6 production was further enhanced through response surface methodology by optimizing the condition consisting of nickel 1 mM ions, 20 mg/L sucrose, 30 mg/L salt and culture time 14 days. Under these conditions, the SM-6 production was enhanced with a yield of 6.3 mg/L, which was absent in the normal culture. Further transcriptome analysis of compound 6 unveiled its antibacterial activity on S. aureus by modulating heat shock protein genes, disrupting protein folding and synthesis, and perturbing cellular redox balance, leading to a comprehensive inhibition of normal bacterial growth. In addition, ADMET has shown that all compounds are safe for cardiac and hepatotoxicity. To determine the anti-bacterial mechanism, all compounds were docked with PBP2a and DNA gyrase enzyme, and TLR-4 protein for predicting vaccine construct, and the best docking score was achieved against PBP2a enzyme with the highest score of -10.2 for compound 6. In-silico cloning was carried out to ensure the expression of proteins generated and were cloned using S.aureus as a host. The simulation studies have shown that both SM-6-PBP2a and TLR-4-PBP2a complex are stable with the system. This study presents a new approach to anti-bacterial drug discovery from microorganisms through heavy metals triggering and enhancing the compound production through response surface methodology.</p>","PeriodicalId":18582,"journal":{"name":"Microbial Cell Factories","volume":"23 1","pages":"303"},"PeriodicalIF":4.3000,"publicationDate":"2024-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11556168/pdf/","citationCount":"0","resultStr":"{\"title\":\"Unlocking marine microbial treasures: new PBP2a-targeted antibiotics elicited by metals and enhanced by RSM-driven transcriptomics and chemoinformatics.\",\"authors\":\"Syed Shams Ul Hassan, JiaJia Wu, Tao Li, Xuewei Ye, Abdur Rehman, Shikai Yan, Huizi Jin\",\"doi\":\"10.1186/s12934-024-02573-0\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Elicitation through abiotic stress, including heavy metals, is a new natural product drug discovery technique. In this research, three compounds 1, 2, and 6, were achieved by triggering zinc and nickel on marine Sphingomonas sp. and Streptomyces sp., which were absent in normal culture. Compound 5 was obtained for the first time from marine bacteria. All compounds showed potent antibacterial activity against Staphylococcus aureus and bactericidal effect at 300 µm, but 6 was more active. The potent compound 6 production was further enhanced through response surface methodology by optimizing the condition consisting of nickel 1 mM ions, 20 mg/L sucrose, 30 mg/L salt and culture time 14 days. Under these conditions, the SM-6 production was enhanced with a yield of 6.3 mg/L, which was absent in the normal culture. Further transcriptome analysis of compound 6 unveiled its antibacterial activity on S. aureus by modulating heat shock protein genes, disrupting protein folding and synthesis, and perturbing cellular redox balance, leading to a comprehensive inhibition of normal bacterial growth. In addition, ADMET has shown that all compounds are safe for cardiac and hepatotoxicity. To determine the anti-bacterial mechanism, all compounds were docked with PBP2a and DNA gyrase enzyme, and TLR-4 protein for predicting vaccine construct, and the best docking score was achieved against PBP2a enzyme with the highest score of -10.2 for compound 6. In-silico cloning was carried out to ensure the expression of proteins generated and were cloned using S.aureus as a host. The simulation studies have shown that both SM-6-PBP2a and TLR-4-PBP2a complex are stable with the system. 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Unlocking marine microbial treasures: new PBP2a-targeted antibiotics elicited by metals and enhanced by RSM-driven transcriptomics and chemoinformatics.
Elicitation through abiotic stress, including heavy metals, is a new natural product drug discovery technique. In this research, three compounds 1, 2, and 6, were achieved by triggering zinc and nickel on marine Sphingomonas sp. and Streptomyces sp., which were absent in normal culture. Compound 5 was obtained for the first time from marine bacteria. All compounds showed potent antibacterial activity against Staphylococcus aureus and bactericidal effect at 300 µm, but 6 was more active. The potent compound 6 production was further enhanced through response surface methodology by optimizing the condition consisting of nickel 1 mM ions, 20 mg/L sucrose, 30 mg/L salt and culture time 14 days. Under these conditions, the SM-6 production was enhanced with a yield of 6.3 mg/L, which was absent in the normal culture. Further transcriptome analysis of compound 6 unveiled its antibacterial activity on S. aureus by modulating heat shock protein genes, disrupting protein folding and synthesis, and perturbing cellular redox balance, leading to a comprehensive inhibition of normal bacterial growth. In addition, ADMET has shown that all compounds are safe for cardiac and hepatotoxicity. To determine the anti-bacterial mechanism, all compounds were docked with PBP2a and DNA gyrase enzyme, and TLR-4 protein for predicting vaccine construct, and the best docking score was achieved against PBP2a enzyme with the highest score of -10.2 for compound 6. In-silico cloning was carried out to ensure the expression of proteins generated and were cloned using S.aureus as a host. The simulation studies have shown that both SM-6-PBP2a and TLR-4-PBP2a complex are stable with the system. This study presents a new approach to anti-bacterial drug discovery from microorganisms through heavy metals triggering and enhancing the compound production through response surface methodology.
期刊介绍:
Microbial Cell Factories is an open access peer-reviewed journal that covers any topic related to the development, use and investigation of microbial cells as producers of recombinant proteins and natural products, or as catalyzers of biological transformations of industrial interest. Microbial Cell Factories is the world leading, primary research journal fully focusing on Applied Microbiology.
The journal is divided into the following editorial sections:
-Metabolic engineering
-Synthetic biology
-Whole-cell biocatalysis
-Microbial regulations
-Recombinant protein production/bioprocessing
-Production of natural compounds
-Systems biology of cell factories
-Microbial production processes
-Cell-free systems