基于自然灵感设计富含KLR和kls的抗菌肽:释放RbP12对耐多药金黄色葡萄球菌和铜绿假单胞菌的抗菌膜潜能

IF 3.9 2区 医学 Q1 INFECTIOUS DISEASES
Zeeshan Yaseen, Saiqa Aslam, Sidra Rahmat Ullah, Abdur Rahman, Muhammad Bilal Khan Niazi, Saadia Andleeb
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引用次数: 0

摘要

目的:生物膜的形成是细菌表现出的一种机制,使它们比浮游细胞具有10-1000倍的抵抗力。目的是从已有的抗生素膜肽中收集最合适的特征,并根据这些特征设计新的抗生素膜肽序列。方法:从AMP数据库(APD3)中收集抗菌膜肽,进行序列分析,获得最合适的特征。采用改进数据库过滤技术的人工设计方法设计新的肽序列,并通过机器学习预测模型预测其活性。所选肽序列(精氨酸基肽12;评价RbP12对金黄色葡萄球菌P10和铜绿假单胞菌PA64的抑制作用。结果:共设计34个肽段,其中精氨酸为22个,丝氨酸为12个。所有设计的肽都被预测具有抗菌膜特性。发现RbP12在MIC为85 mg/L时完全抑制金黄色葡萄球菌P10的生长,而对铜绿假单胞菌PA64的抑制率为32.1%。RbP12对金黄色葡萄球菌P10和铜绿假单胞菌PA64的生物膜均有明显的抑制作用。MTT实验显示RbP12无明显细胞毒性,细胞存活率为96%。结论:与铜绿假单胞菌PA64相比,RbP12对金黄色葡萄球菌P10具有更高的抗菌活性和抗菌膜活性。RbP12具有96%的细胞存活率,在人体皮肤上使用是完全安全的。基于这些结果,未来的工作目标是开发用于伤口愈合的自组装肽水凝胶。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Nature-inspired designing of KLR- and KLS-rich antimicrobial peptides: unleashing the antibiofilm potential of RbP12 against MDR S. aureus and P. aeruginosa.

Objectives: Biofilm formation is a mechanism exhibited by bacteria, making them 10-1000 times more resistant than planktonic cells. The aim was to collect the most suitable characteristics from already available antibiofilm peptides and design novel antibiofilm peptide sequences along with these characteristics altogether in one sequence.

Methods: Antibiofilm peptides were collected from AMP database (APD3), and sequence analysis was performed to derive the most suitable features. An artificial design approach, modified database filtering technology, was chosen to design novel peptide sequences, and their activity was predicted by machine-learning prediction models. Antibacterial and antibiofilm potential of the selected peptide sequence (arginine-based peptide 12; RbP12) was assessed against Staphylococcus aureus P10 and Pseudomonas aeruginosa PA64.

Results: A total of 34 peptides were designed, of which 22 were arginine based and 12 were serine based. All the designed peptides were predicted to have antibiofilm properties. RbP12 was found to inhibit the growth of S. aureus P10 completely at an MIC of 85 mg/L, while the percentage inhibition of P. aeruginosa PA64 was calculated to be 32.1%. Significant inhibition of biofilms by RbP12 was observed in the case of both S. aureus P10 and P. aeruginosa PA64. An MTT assay showed no significant cytotoxicity by RbP12 with 96% cell viability.

Conclusions: RbP12 was found to have higher antibacterial and antibiofilm activity against S. aureus P10 compared with P. aeruginosa PA64. With 96% cell viability, usage of RbP12 on human skin is totally safe. Based on these results, the aim is to develop self-assembled peptide hydrogels for wound healing in future work.

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来源期刊
CiteScore
9.20
自引率
5.80%
发文量
423
审稿时长
2-4 weeks
期刊介绍: The Journal publishes articles that further knowledge and advance the science and application of antimicrobial chemotherapy with antibiotics and antifungal, antiviral and antiprotozoal agents. The Journal publishes primarily in human medicine, and articles in veterinary medicine likely to have an impact on global health.
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