Yang Mingjun, MacKerell Alexander D
Department of Pharmaceutical Sciences, School of Pharmacy, University of Maryland, Baltimore, Maryland 21201, United States
J Chem Theory Comput. 2015 Feb 10;11(2):788-99. doi: 10.1021/ct500993h.
Oligosaccharides and polysaccharides exert numerous functional roles in biology through their structural diversity and conformational properties. To investigate their conformational properties using computational methods, Hamiltonian replica exchange (H-REX) combined with two-dimensional grid-based correction maps as biasing potentials (bpCMAP) significantly improves the sampling efficiency about glycosidic linkages. In the current study, we extend the application of H-REX with bpCMAP to complex saccharides and establish systematic procedures for bpCMAP construction, determination of replica distribution, and data analysis. Our main findings are that (1) the bpCMAP for each type of glycosidic linkage can be constructed from the corresponding disaccharide using gas-phase umbrella sampling simulations, (2) the replica distribution can be conveniently determined following the exact definition of the average acceptance ratio based on the assigned distribution of biasing potentials, and (3) the extracted free energy surface (or potential of mean force (PMF)) can be improved using the weighted histogram analysis method (WHAM) allowing for the inclusion of data from the excited state replicas in the calculated probability distribution. The method is applied to a branched N-glycan found on the HIV gp120 protein, and a linear N-glycan. Considering the general importance of N-glycans and the wide appreciation of the sampling problem, the present method represents an efficient procedure for the conformational sampling of complex oligo- and polysaccharides under explicit solvent conditions. More generally, the use of WHAM is anticipated to be of general utility for the calculation of PMFs from H-REX simulations in a wide range of macromolecular systems.
寡糖和多糖通过其结构多样性和构象性质在生物学中发挥着众多功能作用。为了使用计算方法研究它们的构象性质,哈密顿量副本交换(H-REX)结合基于二维网格的校正图作为偏置势(bpCMAP),显著提高了糖苷键的采样效率。在当前研究中,我们将H-REX与bpCMAP的应用扩展到复杂糖类,并建立了bpCMAP构建、副本分布确定和数据分析的系统程序。我们的主要发现是:(1)每种类型糖苷键的bpCMAP可以使用气相伞形采样模拟从相应的二糖构建;(2)根据基于偏置势指定分布的平均接受率的精确定义,可以方便地确定副本分布;(3)使用加权直方图分析方法(WHAM)可以改进提取的自由能表面(或平均力势(PMF)),该方法允许在计算的概率分布中纳入来自激发态副本的数据。该方法应用于在HIV gp120蛋白上发现的分支型N-聚糖和线性N-聚糖。考虑到N-聚糖的普遍重要性以及对采样问题的广泛认识,本方法代表了在明确溶剂条件下对复杂寡糖和多糖进行构象采样的有效程序。更一般地,预计WHAM的使用对于在广泛的大分子系统中从H-REX模拟计算PMF具有普遍用途。