Improved production of RNA-inhibiting antimicrobial peptide by Bacillus licheniformis MCC 2514 facilitated by a genetic algorithm optimized medium.

IF 3.5 3区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Bioprocess and Biosystems Engineering Pub Date : 2024-05-01 Epub Date: 2024-03-23 DOI:10.1007/s00449-024-02998-2
Ishrat Jahan Peerzade, Sarma Mutturi, Prakash M Halami
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Abstract

One of the significant challenges during the purification and characterization of antimicrobial peptides (AMPs) from Bacillus sp. is the interference of unutilized peptides from complex medium components during analytical procedures. In this study, a semi-synthetic medium was devised to overcome this challenge. Using a genetic algorithm, the production medium of AMP is optimized. The parent organism, Bacillus licheniformis MCC2514, produces AMP in very small quantities. This AMP is known to inhibit RNA biosynthesis. The findings revealed that lactose, NH4Cl and NaNO3 were crucial medium constituents for enhanced AMP synthesis. The potency of the AMP produced was studied using bacterium, Kocuria rhizophila ATCC 9341. The AMP produced from the optimized medium was eightfold higher than that produced from the unoptimized medium. Furthermore, activity was increased by 1.5-fold when cultivation conditions were standardized using the optimized medium. Later, AMP was produced in a 5 L bioreactor under controlled conditions, which led to similar results as those of shake-flask production. The mode of action of optimally produced AMP was confirmed to be inhibition of RNA biosynthesis. Here, we demonstrate that improved production of AMP is possible with the developed semi-synthetic medium recipe and could help further AMP production in an industrial setup.

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遗传算法优化培养基促进地衣芽孢杆菌 MCC 2514 生产 RNA 抑制抗菌肽。
在纯化和表征芽孢杆菌抗菌肽(AMPs)的过程中,面临的重大挑战之一是分析过程中复杂培养基成分对未利用肽的干扰。本研究设计了一种半合成培养基来克服这一难题。利用遗传算法优化了 AMP 的生产培养基。母体地衣芽孢杆菌 MCC2514 能产生极少量的 AMP。众所周知,这种 AMP 能抑制 RNA 的生物合成。研究结果表明,乳糖、NH4Cl 和 NaNO3 是增强 AMP 合成的关键培养基成分。使用 Kocuria rhizophila ATCC 9341 细菌研究了所产生的 AMP 的效力。优化培养基产生的 AMP 是未优化培养基的八倍。此外,当使用优化培养基对培养条件进行标准化后,其活性提高了 1.5 倍。随后,在受控条件下,在 5 升生物反应器中生产 AMP,结果与摇瓶生产类似。经证实,优化生产的 AMP 的作用模式是抑制 RNA 的生物合成。在此,我们证明了使用所开发的半合成培养基配方可以提高 AMP 的产量,并有助于在工业装置中进一步生产 AMP。
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来源期刊
Bioprocess and Biosystems Engineering
Bioprocess and Biosystems Engineering 工程技术-工程:化工
CiteScore
7.90
自引率
2.60%
发文量
147
审稿时长
2.6 months
期刊介绍: Bioprocess and Biosystems Engineering provides an international peer-reviewed forum to facilitate the discussion between engineering and biological science to find efficient solutions in the development and improvement of bioprocesses. The aim of the journal is to focus more attention on the multidisciplinary approaches for integrative bioprocess design. Of special interest are the rational manipulation of biosystems through metabolic engineering techniques to provide new biocatalysts as well as the model based design of bioprocesses (up-stream processing, bioreactor operation and downstream processing) that will lead to new and sustainable production processes. Contributions are targeted at new approaches for rational and evolutive design of cellular systems by taking into account the environment and constraints of technical production processes, integration of recombinant technology and process design, as well as new hybrid intersections such as bioinformatics and process systems engineering. Manuscripts concerning the design, simulation, experimental validation, control, and economic as well as ecological evaluation of novel processes using biosystems or parts thereof (e.g., enzymes, microorganisms, mammalian cells, plant cells, or tissue), their related products, or technical devices are also encouraged. The Editors will consider papers for publication based on novelty, their impact on biotechnological production and their contribution to the advancement of bioprocess and biosystems engineering science. Submission of papers dealing with routine aspects of bioprocess engineering (e.g., routine application of established methodologies, and description of established equipment) are discouraged.
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