Beckman Institute and ‡Center for Biophysics and Computational Biology, University of Illinois at Urbana-Champaign , Urbana, Illinois, United States.
J Phys Chem B. 2013 Oct 24;117(42):13367-77. doi: 10.1021/jp404331d. Epub 2013 Aug 19.
In this study, we apply a hybrid-resolution model, namely, PACE, to characterize the free energy surfaces (FESs) of Trp-cage and a WW-domain variant along with the respective folding mechanisms. Unbiased, independent simulations with PACE are found to achieve together multiple folding and unfolding events for both proteins, allowing us to perform network analysis of the FESs to identify folding pathways. PACE reproduces for both proteins expected complexity hidden in the folding FESs, in particular metastable non-native intermediates. Pathway analysis shows that some of these intermediates are, actually, on-pathway folding intermediates and that intermediates kinetically closest to the native states can be either critical on-pathway or off-pathway intermediates, depending on the protein. Apart from general insights into folding, specific folding mechanisms of the proteins are resolved. We find that Trp-cage folds via a dominant pathway in which hydrophobic collapse occurs before the N-terminal helix forms; full incorporation of Trp6 into the hydrophobic core takes place as the last step of folding, which, however, may not be the rate-limiting step. For the WW-domain variant studied, we observe two main folding pathways with opposite orders of formation of the two hairpins involved in the structure; for either pathway, formation of hairpin 1 is more likely to be the rate-limiting step. Altogether, our results suggest that PACE combined with network analysis is a computationally efficient and valuable tool for the study of protein folding.
在这项研究中,我们应用了一种混合分辨率模型,即 PACE,来描述 Trp-cage 和 WW 结构域变体的自由能表面(FES)及其各自的折叠机制。PACE 的无偏、独立模拟被发现可以为这两种蛋白质同时实现多个折叠和展开事件,使我们能够对 FES 进行网络分析以识别折叠途径。PACE 再现了这两种蛋白质折叠 FES 中隐藏的预期复杂性,特别是亚稳态非天然中间态。途径分析表明,其中一些中间态实际上是折叠途径中的中间态,而与天然状态最接近的动力学中间态可以是关键的途径内或途径外中间态,具体取决于蛋白质。除了对折叠的一般见解外,还解决了蛋白质的特定折叠机制。我们发现 Trp-cage 通过一种主导途径折叠,其中疏水塌缩发生在 N 端螺旋形成之前;色氨酸 6 完全纳入疏水性核心发生在折叠的最后一步,但这可能不是限速步骤。对于研究的 WW 结构域变体,我们观察到两种主要的折叠途径,涉及到结构中两个发夹的形成顺序相反;对于任一路径,发夹 1 的形成更可能是限速步骤。总的来说,我们的结果表明,PACE 结合网络分析是研究蛋白质折叠的一种计算效率高且有价值的工具。