Wadsworth Center, New York State Department of Health, University at Albany-SUNY, 12201, USA.
Biophys Chem. 2010 Dec;153(1):70-82. doi: 10.1016/j.bpc.2010.10.006. Epub 2010 Oct 15.
At equilibrium, every energetically feasible conformation of a protein occurs with a non-zero probability. Quantitative analysis of protein flexibility is thus synonymous with determining the proper Boltzmann-weighting of this conformational distribution. The exchange reactivity of solvent-exposed amide hydrogens greatly varies with conformation, while the short-lived peptide anion intermediate implies an insensitivity to the dynamics of conformational motion. Amides that are well-exposed in model conformational ensembles of ubiquitin vary a million-fold in exchange rates which continuum dielectric methods can predict with an rmsd of 3. However, the exchange rates for many of the more rarely exposed amides are markedly overestimated in the PDB-deposited 2K39 and 2KN5 ubiquitin ensembles, while the 2NR2 ensemble predictions are largely consistent with those of the Boltzmann-weighted conformational distribution sampled at the level of 1%. The correlation between the fraction of solvent-accessible conformations for a given amide hydrogen and the exchange rate constant for that residue provides a useful monitor of the degree of completeness with which a given ensemble has sampled the energetically accessible conformational space. These exchange predictions correlate with the degree to which each ensemble deviates from a set of 46 ubiquitin X-ray structures. Kolmogorov-Smirnov analysis for the distribution of intra- and inter-ensemble pairwise structural rmsd values assisted the identification of a subensemble of 2K39 that eliminates the overestimations of hydrogen exchange rates observed for the full ensemble. The relative merits of incorporating experimental restraints into the conformational sampling process are compared to using these restraints as filters to select subpopulations consistent with the experimental data.
在平衡状态下,蛋白质的每一种能量可行构象都以非零概率出现。因此,定量分析蛋白质的柔韧性就等同于确定这种构象分布的正确玻尔兹曼权重。溶剂暴露的酰胺氢的交换反应性随构象而大大变化,而短暂存在的肽阴离子中间体意味着对构象运动动力学不敏感。在泛素的模型构象集合中,暴露良好的酰胺的交换速率变化幅度可达百万倍,连续介电方法可以预测其均方根偏差(rmsd)为 3。然而,在 PDB 中储存的 2K39 和 2KN5 泛素集合中,许多暴露频率较低的酰胺的交换速率明显高估,而 2NR2 集合的预测与在 1%水平上从玻尔兹曼加权构象分布中采样的预测基本一致。给定酰胺氢的溶剂可及构象分数与该残基的交换速率常数之间的相关性提供了一种有用的监测手段,用于评估给定集合在多大程度上完整地采样了能量可及的构象空间。这些交换预测与每个集合偏离一组 46 个泛素 X 射线结构的程度相关。对于内和集合间结构 rmsd 值分布的柯尔莫哥洛夫-斯米尔诺夫分析有助于识别 2K39 的一个子集,该子集消除了对全集合观察到的氢交换速率高估的问题。将实验约束条件纳入构象采样过程的相对优点与使用这些约束条件作为筛选与实验数据一致的子群体的过滤器进行了比较。