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Engineering Antimicrobial Peptides with Improved Antimicrobial and Hemolytic Activities

机译:工程化的抗菌肽具有改善的抗菌和溶血活性

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The rapid rise of antibiotic resistance in pathogens becomes a serious and growing threat to medicine and public health. Naturally occurring antimicrobial peptides (AMPs) are an important line of defense in the immune system against invading bacteria and microbial infection. In this work, we present a combined computational and experimental study of the biological activity and membrane interaction of the computationally designed Bac2A-based peptide library. We used the MARTINI coarse-grained molecular dynamics with adaptive biasing force method and the umbrella sampling technique to investigate the translocation of a total of 91 peptides with different amino acid substitutions through a mixed anionic POPE/POPG (3:1) bilayer and a neutral POPC bilayer, which mimic the bacterial inner membrane and the human red blood cell (hRBC) membrane, respectively. Potential of mean force (PMF, free energy profile) was obtained to measure the free energy barrier required to transfer the peptides from the bulk water phase to the water?membrane interface and to the bilayer interior. Different PMF profiles can indeed identify different membrane insertion scenarios by mapping out peptide?lipid energy landscapes, which are correlated with antimicrobial activity and hemolytic activity. Computationally designed peptides were further tested experimentally for their antimicrobial and hemolytic activities using bacteria growth inhibition assay and hemolysis assay. Comparison of PMF data with cell assay results reveals a good correlation of the peptides between predictive transmembrane activity and antimicrobial/hemolytic activity. Moreover, the most active mutants with the balanced substitutions of positively charged Arg and hydrophobic Trp residues at specific positions were discovered to achieve the improved antimicrobial activity while minimizing red blood cell lysis. Such substitutions provide more effective and cooperative interactions to distinguish the peptide interaction with different lipid bilayers. This work provides a useful computational tool to better understand the mechanism and energetics of membrane insertion of AMPs and to rationally design more effective AMPs.
机译:病原体中抗生素抗性的迅速提高已成为对医学和公共卫生的严重且日益严重的威胁。天然存在的抗菌肽(AMP)是免疫系统中抵御细菌和微生物感染的重要防御线。在这项工作中,我们提出了基于计算的基于Bac2A的肽库的生物活性和膜相互作用的组合计算和实验研究。我们使用具有自适应偏压力方法的MARTINI粗粒分子动力学方法和伞式采样技术研究了通过混合的阴离子POPE / POPG(3:1)双层和中性的共91种具有不同氨基酸取代的肽的转运POPC双层,分别模仿细菌内膜和人类红细胞(hRBC)膜。获得了平均力(PMF,自由能分布图)的势能,以测量将肽从主体水相转移到水膜界面和双层内部所需的自由能垒。通过绘制肽-脂质能量分布图(与抗菌活性和溶血活性相关),不同的PMF谱确实可以确定不同的膜插入情况。使用细菌生长抑制测定法和溶血测定法进一步对计算设计的肽的抗菌和溶血活性进行实验测试。 PMF数据与细胞测定结果的比较表明,预测的跨膜活性与抗菌/溶血活性之间的肽具有良好的相关性。此外,发现在特定位置具有带正电荷的Arg和疏水性Trp残基的平衡取代的最具活性的突变体,可实现改善的抗菌活性,同时最大程度地减少红细胞裂解。这样的取代提供了更有效和协同的相互作用,以区分肽与不同脂质双层的相互作用。这项工作提供了有用的计算工具,可以更好地了解AMP膜插入的机制和能量学,并合理设计更有效的AMP。

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