Niitsu Ai, Sugita Yuji
Theoretical Molecular Science Laboratory, RIKEN Cluster for Pioneering Research, 2-1 Hirosawa, Wako, Saitama 351-0198, Japan.
Computational Biophysics Research Team, RIKEN Center for Computational Science, 7-1-26 Minatojima-minamimachi, Chuo-ku, Kobe, Hyogo 650-0047, Japan.
Phys Chem Chem Phys. 2023 Feb 1;25(5):3595-3606. doi: 10.1039/d2cp03972a.
Computational protein design involves iterative processes consisting of amino acid sequence design, structural modelling and scoring, and design validation by synthesis and experimental characterisation. Recent advances in protein structure prediction and modelling methods have enabled the highly efficient and accurate design of water-soluble proteins. However, the design of membrane proteins remains a major challenge. To advance membrane protein design, considering the higher complexity of membrane protein folding, stability, and dynamic interactions between water, ions, lipids, and proteins is an important task. For introducing explicit solvents and membranes to these design methods, all-atom molecular dynamics (MD) simulations of designed proteins provide useful information that cannot be obtained experimentally. In this review, we first describe two major approaches to designing transmembrane α-helical assemblies, consensus and design. We further illustrate recent MD studies of membrane protein folding related to protein design, as well as advanced treatments in molecular models and conformational sampling techniques in the simulations. Finally, we discuss the possibility to introduce MD simulations after the existing static modelling and screening of design decoys as an additional step for refinement of the design, which considers membrane protein folding dynamics and interactions with explicit membranes.
计算蛋白质设计涉及迭代过程,包括氨基酸序列设计、结构建模与评分,以及通过合成和实验表征进行设计验证。蛋白质结构预测和建模方法的最新进展使得水溶性蛋白质的高效、精确设计成为可能。然而,膜蛋白的设计仍然是一个重大挑战。为了推进膜蛋白设计,考虑到膜蛋白折叠、稳定性以及水、离子、脂质和蛋白质之间动态相互作用的更高复杂性是一项重要任务。为了将明确的溶剂和膜引入这些设计方法,对设计蛋白质进行全原子分子动力学(MD)模拟可提供无法通过实验获得的有用信息。在本综述中,我们首先描述设计跨膜α-螺旋组装体的两种主要方法,即共识法和设计法。我们进一步阐述了与蛋白质设计相关的膜蛋白折叠的最新MD研究,以及模拟中分子模型和构象采样技术的先进处理方法。最后,我们讨论了在现有的设计诱饵静态建模和筛选之后引入MD模拟作为设计优化的附加步骤的可能性,这一步骤考虑了膜蛋白折叠动力学以及与明确膜的相互作用。