Faculty of Chemistry, University of Gdańsk, Gdańsk, Poland; School of Computational Sciences, Korea Institute for Advanced Study, Seoul, Republic of Korea.
Faculty of Chemistry, University of Gdańsk, Gdańsk, Poland.
Prog Mol Biol Transl Sci. 2020;170:73-122. doi: 10.1016/bs.pmbts.2019.12.004. Epub 2020 Feb 24.
In this chapter the scale-consistent approach to the derivation of coarse-grained force fields developed in our laboratory is presented, in which the effective energy function originates from the potential of mean force of the system under consideration and embeds atomistically detailed interactions in the resulting energy terms through use of Kubo's cluster-cumulant expansion, appropriate selection of the major degrees of freedom to be averaged out in the derivation of analytical approximations to the energy terms, and appropriate expression of the interaction energies at the all-atom level in these degrees of freedom. Our approach enables the developers to find correct functional forms of the effective coarse-grained energy terms, without having to import them from all-atom force fields or deriving them on a heuristic basis. In particular, the energy terms derived in such a way exhibit correct dependence on coarse-grained geometry, in particular on site orientation. Moreover, analytical formulas for the multibody (correlation) terms, which appear to be crucial for coarse-grained modeling of many of the regular structures such as, e.g., protein α-helices and β-sheets, can be derived in a systematic way. Implementation of the developed theory to the UNIfied COarse-gRaiNed (UNICORN) model of biological macromolecules, which consists of the UNRES (for proteins), NARES-2P (for nucleic acids), and SUGRES-1P (for polysaccharides) components, and is being developed in our laboratory is described. Successful applications of UNICORN to the prediction of protein structure, simulating the folding and stability of proteins and nucleic acids, and solving biological problems are discussed.
在本章中,我们将介绍我们实验室开发的用于推导出粗粒力场的与标度一致的方法,其中有效能量函数源于所考虑系统的平均力势,并通过使用 Kubo 的团簇累积展开、在推导能量项的解析近似时适当选择要平均掉的主要自由度、以及在这些自由度中以适当的方式表达相互作用能,将原子细节相互作用嵌入到得到的能量项中。我们的方法使开发者能够找到有效粗粒能量项的正确函数形式,而无需从全原子力场导入或基于启发式推导它们。特别是,以这种方式推导的能量项表现出对粗粒几何形状的正确依赖关系,特别是对位置取向的依赖关系。此外,可以以系统的方式推导出多体(相关)项的解析公式,这些公式对于许多规则结构(如蛋白质 α-螺旋和β-折叠)的粗粒建模似乎至关重要。描述了将开发的理论应用于我们实验室正在开发的生物大分子的 UNIfied COarse-gRaiNed(UNICORN)模型的情况。该模型由 UNRES(用于蛋白质)、NARES-2P(用于核酸)和 SUGRES-1P(用于多糖)组成。讨论了 UNICORN 在预测蛋白质结构、模拟蛋白质和核酸的折叠和稳定性以及解决生物学问题方面的成功应用。