Protein Sci. 2014 Jan;23(1):47-55. doi: 10.1002/pro.2389.
A key issue in macromolecular structure modeling is the granularity of the molecular representation. A fine-grained representation can approximate the actual structure more accurately, but may require many more degrees of freedom than a coarse-grained representation and hence make conformational search more challenging. We investigate this tradeoff between the accuracy and the size of protein conformational search space for two frequently used representations: one with fixed bond angles and lengths and one that has full flexibility. We performed large-scale explorations of the energy landscapes of 82 protein domains under each model, and find that the introduction of bond angle flexibility significantly increases the average energy gap between native and non-native structures. We also find that incorporating bonded geometry flexibility improves low resolution X-ray crystallographic refinement. These results suggest that backbone bond angle relaxation makes an important contribution to native structure energetics, that current energy functions are sufficiently accurate to capture the energetic gain associated with subtle deformations from chain ideality, and more speculatively, that backbone geometry distortions occur late in protein folding to optimize packing in the native state.
大分子结构建模中的一个关键问题是分子表示的粒度。细粒度的表示可以更准确地逼近实际结构,但可能需要比粗粒度表示多得多的自由度,从而使构象搜索更具挑战性。我们研究了两种常用表示形式(一种具有固定键角和长度,另一种具有完全灵活性)在准确性和蛋白质构象搜索空间大小之间的这种权衡。我们在每个模型下对 82 个蛋白质结构域的能量景观进行了大规模探索,发现引入键角灵活性会显著增加天然结构和非天然结构之间的平均能量差。我们还发现,结合键合几何形状的灵活性可以改善低分辨率 X 射线晶体学的精修。这些结果表明,主链键角弛豫对天然结构的能量学有重要贡献,当前的能量函数足以准确捕捉与链理想性的细微变形相关的能量增益,更推测性地说,主链几何变形发生在蛋白质折叠的后期,以优化天然状态下的包装。