Khor Susan
Department of Computer Science, Memorial University of Newfoundland, St. John's, Newfoundland and Labrador, Canada.
Proteins. 2018 Sep;86(9):924-934. doi: 10.1002/prot.25524.
A complex network approach to protein folding is proposed, wherein a protein's contact map is reconceptualized as a network of shortcut edges, and folding is steered by a structural characteristic of this network. Shortcut networks are generated by a known message passing algorithm operating on protein residue networks. It is found that the shortcut networks of native structures (SCN0s) are relevant graph objects with which to study protein folding at a formal level. The logarithm form of their contact order (SCN0_lnCO) correlates significantly with folding rate of two-state and nontwo-state proteins. The clustering coefficient of SCN0s (C ) correlates significantly with folding rate, transition-state placement and stability of two-state folders. Reasonable folding pathways for several model proteins are produced when C is used to combine protein segments incrementally to form the native structure. The folding bias captured by C is detectable in non-native structures, as evidenced by Molecular Dynamics simulation generated configurations for the fast folding Villin-headpiece peptide. These results support the use of shortcut networks to investigate the role protein geometry plays in the folding of both small and large globular proteins, and have implications for the design of multibody interaction schemes in folding models. One facet of this geometry is the set of native shortcut triangles, whose attributes are found to be well-suited to identify dehydrated intraprotein areas in tight turns, or at the interface of different secondary structure elements.
提出了一种蛋白质折叠的复杂网络方法,其中蛋白质的接触图被重新概念化为一个捷径边网络,折叠由该网络的结构特征引导。捷径网络由在蛋白质残基网络上运行的已知消息传递算法生成。发现天然结构的捷径网络(SCN0s)是相关的图对象,可用于在形式层面研究蛋白质折叠。它们接触序的对数形式(SCN0_lnCO)与两态和非两态蛋白质的折叠速率显著相关。SCN0s的聚类系数(C)与两态折叠蛋白的折叠速率、过渡态位置和稳定性显著相关。当使用C将蛋白质片段逐步组合形成天然结构时,为几种模型蛋白质产生了合理的折叠途径。C捕获的折叠偏好可在非天然结构中检测到,快速折叠的维林头部肽的分子动力学模拟生成的构型证明了这一点。这些结果支持使用捷径网络来研究蛋白质几何结构在大小球状蛋白质折叠中所起的作用,并对折叠模型中多体相互作用方案的设计具有启示意义。这种几何结构的一个方面是天然捷径三角形的集合,其属性被发现非常适合识别紧密转角处或不同二级结构元件界面处的脱水蛋白质内部区域。