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Title
Japanese: 
English:Large-scale membrane permeability prediction of cyclic peptides crossing a lipid bilayer based on enhanced sampling molecular dynamics simulations 
Author
Japanese: 杉田 昌岳, 杉山 聡, 藤江拓哉, 吉川 寧, 柳澤 渓甫, 大上 雅史, 秋山 泰.  
English: Sugita M, Sugiyama S, Takuya Fujie, Yoshikawa Y, Yanagisawa K, Ohue M, Akiyama Y..  
Language English 
Journal/Book name
Japanese: 
English: 
Volume, Number, Page        
Published date Oct. 26, 2021 
Publisher
Japanese: 
English: 
Conference name
Japanese:CBI学会2021年大会 
English: 
Conference site
Japanese: 
English: 
Official URL https://cbi-society.org/taikai/taikai21/index.html
 
Abstract Membrane permeability is a significant obstacle facing the development of cyclic peptide drugs. However, the membrane permeation mechanism of cyclic peptides with high membrane permeability is not yet understand. To investigate common features of permeable peptides, it is necessary to reproduce the membrane permeation process of cyclic peptides through the lipid bilayer for a large number of peptides. In this study, we first simulated the membrane permeation process of 100 six-residue cyclic peptides across the lipid bilayer based on steered molecular dynamics (MD) and replica-exchange umbrella sampling (REUS) simulations, and predicted membrane permeability using the inhomogeneous solubility-diffusion model (ISDM) and a modified version of it.[1] Furthermore, we confirmed the effectiveness of this protocol by predicting the membrane permeability of 56 eight-residue cyclic peptides with diverse chemical structures, including some confidential designs from a pharmaceutical company. As a result, a reasonable correlation between experimentally assessed and calculated membrane permeability was observed for the peptides, except for strongly hydrophobic peptides. Our analysis of the MD trajectory demonstrated that most peptides were stabilized in the boundary region between bulk water and membrane, and that for most peptides the process of crossing the center of the membrane is the main obstacle to membrane permeation. The height of this barrier is well correlated with the electrostatic interaction between the peptide and the surrounding media. This feature of the result emphasizes the importance of the smooth desolvation during penetration into the membrane.

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