He Yongkang, He Xiaofeng
Department of Infectious Diseases, Taixing People's Hospital, Yangzhou University, Taixing, 225400, China.
Biopolymers. 2016 Sep;106(5):746-56. doi: 10.1002/bip.22885.
Antimicrobial peptides (AMPs) have been the focus of intense research towards the finding of a viable alternative to current small-molecule antibiotics, owing to their commonly observed and naturally occurring resistance against pathogens. However, natural peptides have many problems such as low bioavailability and high allergenicity that largely limit the clinical applications of AMPs. In the present study, an integrative protocol that combined chemoinformatics modeling, molecular dynamics simulations, and in vitro susceptibility test was described to design AMPs containing unnatural amino acids (AMP-UAAs). To fulfill this, a large panel of synthetic AMPs with determined activity was collected and used to perform quantitative structure-activity relationship (QSAR) modeling. The obtained QSAR predictors were then employed to direct genetic algorithm (GA)-based optimization of AMP-UAA population, to which a number of commercially available, structurally diverse unnatural amino acids were introduced during the optimization process. Subsequently, several designed AMP-UAAs were confirmed to have high antibacterial potency against two antibiotic-resistant strains, i.e. multidrug-resistant Pseudomonas aeruginosa (MDRPA) and methicillin-resistant Staphylococcus aureus (MRSA), with minimum inhibitory concentration (MIC) < 10 μg/ml. Structural dynamics characterizations revealed that the most potent AMP-UAA peptide is an amphipathic helix that can spontaneously embed into an artificial lipid bilayer and exhibits a strong destructuring tendency associated with the embedding process. © 2016 Wiley Periodicals, Inc. Biopolymers (Pept Sci) 106: 746-756, 2016.
抗菌肽(AMPs)一直是寻找当前小分子抗生素可行替代品的深入研究焦点,因为它们普遍存在且天然具有对病原体的抗性。然而,天然肽存在许多问题,如生物利用度低和致敏性高,这在很大程度上限制了抗菌肽的临床应用。在本研究中,描述了一种综合方案,该方案结合化学信息学建模、分子动力学模拟和体外药敏试验来设计含非天然氨基酸的抗菌肽(AMP-UAAs)。为实现这一目标,收集了大量具有确定活性的合成抗菌肽,并用于进行定量构效关系(QSAR)建模。然后,将获得的QSAR预测因子用于指导基于遗传算法(GA)的AMP-UAA群体优化,在优化过程中引入了许多市售的、结构多样的非天然氨基酸。随后,证实了几种设计的AMP-UAAs对两种耐药菌株具有高抗菌效力,即多重耐药铜绿假单胞菌(MDRPA)和耐甲氧西林金黄色葡萄球菌(MRSA),最低抑菌浓度(MIC)<10μg/ml。结构动力学表征表明,最有效的AMP-UAA肽是一种两亲性螺旋,可自发嵌入人工脂质双层,并在嵌入过程中表现出强烈的解构趋势。©2016威利期刊公司。生物聚合物(肽科学)106:746 - 756,2016。