Zhao Jun, Zhao Chao, Liang Guizhao, Zhang Mingzhen, Zheng Jie
Department of Chemical and Biomolecular Engineering, The University of Akron , Akron, Ohio 44325, United States.
J Chem Inf Model. 2013 Dec 23;53(12):3280-96. doi: 10.1021/ci400477e. Epub 2013 Dec 6.
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.
病原体中抗生素耐药性的迅速上升对医学和公共卫生构成了严重且日益增长的威胁。天然存在的抗菌肽(AMPs)是免疫系统抵御入侵细菌和微生物感染的重要防线。在这项工作中,我们对基于计算设计的Bac2A肽库的生物活性和膜相互作用进行了计算与实验相结合的研究。我们使用带有自适应偏置力方法的MARTINI粗粒度分子动力学和伞形采样技术,研究了总共91种具有不同氨基酸取代的肽通过混合阴离子POPE/POPG(3:1)双层膜和中性POPC双层膜的转运情况,这两种双层膜分别模拟细菌内膜和人类红细胞(hRBC)膜。通过获得平均力势(PMF,自由能分布)来测量肽从本体水相转移到水 - 膜界面以及双层膜内部所需的自由能垒。不同的PMF分布确实可以通过描绘肽 - 脂质能量景观来识别不同的膜插入情况,这些景观与抗菌活性和溶血活性相关。使用细菌生长抑制试验和溶血试验对计算设计的肽进行了抗菌和溶血活性的进一步实验测试。将PMF数据与细胞试验结果进行比较,发现肽的预测跨膜活性与抗菌/溶血活性之间具有良好的相关性。此外,发现在特定位置具有带正电荷的Arg和疏水Trp残基平衡取代的最活跃突变体,在使红细胞裂解最小化的同时实现了抗菌活性的提高。这种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。这项工作提供了一个有用的计算工具,以更好地理解AMPs膜插入的机制和能量学,并合理设计更有效的AMPs。