Department of Chemical and Biological Engineering, College of Engineering, Koç University, Rumelifeneri Yolu, 34450, Sarıyer, Istanbul, Turkey.
Department of Genetics and Genomics, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.
Sci Rep. 2016 Nov 15;6:37012. doi: 10.1038/srep37012.
K-Ras is the most frequently mutated oncogene in human cancers, but there are still no drugs that directly target it in the clinic. Recent studies utilizing dynamics information show promising results for selectively targeting mutant K-Ras. However, despite extensive characterization, the mechanisms by which K-Ras residue fluctuations transfer allosteric regulatory information remain unknown. Understanding the direction of information flow can provide new mechanistic insights for K-Ras targeting. Here, we present a novel approach -conditional time-delayed correlations (CTC) - using the motions of all residue pairs of a protein to predict directionality in the allosteric regulation of the protein fluctuations. Analyzing nucleotide-dependent intrinsic K-Ras motions with the new approach yields predictions that agree with the literature, showing that GTP-binding stabilizes K-Ras motions and leads to residue correlations with relatively long characteristic decay times. Furthermore, our study is the first to identify driver-follower relationships in correlated motions of K-Ras residue pairs, revealing the direction of information flow during allosteric modulation of its nucleotide-dependent intrinsic activity: active K-Ras Switch-II region motions drive Switch-I region motions, while α-helix-3L7 motions control both. Our results provide novel insights for strategies that directly target mutant K-Ras.
K-Ras 是人类癌症中最常发生突变的致癌基因,但目前临床上仍没有专门针对它的药物。最近利用动力学信息的研究为选择性靶向突变 K-Ras 提供了有希望的结果。然而,尽管进行了广泛的表征,K-Ras 残基波动传递别构调节信息的机制仍不清楚。了解信息流的方向可为 K-Ras 靶向提供新的机制见解。在这里,我们提出了一种新方法 - 条件时滞相关 (CTC) - 利用蛋白质所有残基对的运动来预测蛋白质波动的别构调节中的方向性。用新方法分析核苷酸依赖性固有 K-Ras 运动得到的预测与文献一致,表明 GTP 结合稳定了 K-Ras 运动,并导致与相对较长特征衰减时间的残基相关。此外,我们的研究首次确定了 K-Ras 残基对相关运动中的驱动-跟随关系,揭示了其核苷酸依赖性固有活性的别构调节过程中的信息流方向:活性 K-Ras Switch-II 区域运动驱动 Switch-I 区域运动,而α-螺旋-3L7 运动则控制两者。我们的结果为直接针对突变 K-Ras 的策略提供了新的见解。