Department of Chemistry, Northwestern University, Evanston, Illinois 60208, USA.
Center for Advanced Radiation Sources, The University of Chicago, Chicago, Illinois 60637, USA.
J Chem Phys. 2024 Jul 21;161(3). doi: 10.1063/5.0217013.
The unfolding dynamics of ubiquitin were studied using a combination of x-ray solution scattering (XSS) and molecular dynamics (MD) simulations. The kinetic analysis of the XSS ubiquitin signals showed that the protein unfolds through a two-state process, independent of the presence of destabilizing salts. In order to characterize the ensemble of unfolded states in atomic detail, the experimental XSS results were used as a constraint in the MD simulations through the incorporation of x-ray scattering derived potential to drive the folded ubiquitin structure toward sampling unfolded states consistent with the XSS signals. We detail how biased MD simulations provide insight into unfolded states that are otherwise difficult to resolve and underscore how experimental XSS data can be combined with MD to efficiently sample structures away from the native state. Our results indicate that ubiquitin samples unfolded in states with a high degree of loss in secondary structure yet without a collapse to a molten globule or fully solvated extended chain. Finally, we propose how using biased-MD can significantly decrease the computational time and resources required to sample experimentally relevant nonequilibrium states.
使用 X 射线溶液散射 (XSS) 和分子动力学 (MD) 模拟的组合研究了泛素的展开动力学。XSS 泛素信号的动力学分析表明,蛋白质通过两态过程展开,与存在去稳定盐无关。为了在原子细节上描述展开状态的集合,通过将 X 射线散射衍生的势能纳入 MD 模拟中,将实验 XSS 结果用作约束,以驱动折叠泛素结构采样与 XSS 信号一致的展开状态。我们详细介绍了有偏 MD 模拟如何深入了解难以解决的展开状态,并强调了如何将实验 XSS 数据与 MD 结合使用,以有效地从天然状态采样结构。我们的结果表明,泛素在高度丧失二级结构的状态下展开,但不会坍塌成无规卷曲或完全溶剂化的伸展链。最后,我们提出了如何使用有偏 MD 可以显著减少采样实验相关非平衡态所需的计算时间和资源。