Department of Computer Science, School of Computing, Tokyo Institute of Technology, Meguro-ku, Tokyo 152-8550, Japan.
Middle-Molecule IT-based Drug Discovery Laboratory (MIDL), Tokyo Institute of Technology, Meguro-ku, Tokyo 152-8550, Japan.
J Chem Inf Model. 2023 Apr 10;63(7):2240-2250. doi: 10.1021/acs.jcim.2c01573. Epub 2023 Mar 17.
Recently, cyclic peptides have been considered breakthrough drugs because they can interact with "undruggable" targets such as intracellular protein-protein interactions. Membrane permeability is an essential indicator of oral bioavailability and intracellular targeting, and the development of membrane-permeable peptides is a bottleneck in cyclic peptide drug discovery. Although many experimental data on membrane permeability of cyclic peptides have been reported, a comprehensive database is not yet available. A comprehensive membrane permeability database is essential for developing computational methods for cyclic peptide drug design. In this study, we constructed CycPeptMPDB, the first web-accessible database of cyclic peptide membrane permeability. We collected information on a total of 7334 cyclic peptides, including the structure and experimentally measured membrane permeability, from 45 published papers and 2 patents from pharmaceutical companies. To unambiguously represent cyclic peptides larger than small molecules, we used the hierarchical editing language for macromolecules notation to generate a uniform sequence representation of peptides. In addition to data storage, CycPeptMPDB provides several supporting functions such as online data visualization, data analysis, and downloading. CycPeptMPDB is expected to be a valuable platform to support membrane permeability research on cyclic peptides. CycPeptMPDB can be freely accessed at http://cycpeptmpdb.com.
最近,环状肽被认为是突破性药物,因为它们可以与“不可成药”的靶点(如细胞内蛋白质-蛋白质相互作用)相互作用。膜通透性是口服生物利用度和细胞内靶向性的重要指标,而透膜肽的开发是环状肽药物发现的一个瓶颈。尽管已经有许多关于环状肽膜通透性的实验数据被报道,但目前还没有一个全面的数据库。一个全面的环状肽膜通透性数据库对于开发环状肽药物设计的计算方法至关重要。在本研究中,我们构建了 CycPeptMPDB,这是第一个可在线访问的环状肽膜通透性数据库。我们从 45 篇已发表的论文和 2 家制药公司的专利中收集了总共 7334 种环状肽的信息,包括结构和实验测量的膜通透性。为了明确表示大于小分子的环状肽,我们使用了大分子的层次编辑语言表示法来生成肽的统一序列表示。除了数据存储外,CycPeptMPDB 还提供了在线数据可视化、数据分析和下载等支持功能。CycPeptMPDB 有望成为支持环状肽膜通透性研究的一个有价值的平台。CycPeptMPDB 可在 http://cycpeptmpdb.com 免费访问。