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K-Ras 中 Tyr32 磷酸化的构象和动力学效应:分子动力学模拟和马科夫状态模型分析。

Conformational and Dynamical Effects of Tyr32 Phosphorylation in K-Ras: Molecular Dynamics Simulation and Markov State Models Analysis.

机构信息

Department of Physics , Birzeit University , PO Box 14, Birzeit , Palestine.

Department of Integrative Biology and Pharmacology , University of Texas Health Science Center at Houston , 6431 Fannin Street , Houston , Texas 77030 , United States.

出版信息

J Phys Chem B. 2019 Sep 12;123(36):7667-7675. doi: 10.1021/acs.jpcb.9b05768. Epub 2019 Aug 30.

Abstract

Phosphorylation of tyrosine 32 in K-Ras has been shown to influence function by disrupting the GTPase cycle. To shed light on the underlying mechanism and atomic basis of this process, we carried out a comparative investigation of the oncogenic G12D K-Ras mutant and its phosphorylated variant (pTyr32) using all-atom molecular dynamics simulations and Markov state models. We show that, despite sharing a number of common features, G12D and pTyr32-G12D K-Ras exhibit some distinct conformational states and fluctuations. In addition to notable differences in conformation and dynamics of residues surrounding the GTP binding site, nonlocal changes were observed at a number of loops. Switch I is more flexible in pTyr32-G12D K-Ras while switch II is more flexible in G12D K-Ras. We also used time-lagged independent component analysis and k-means clustering to identify five metastable states for each system. We utilized transition path theory to calculate the transition probabilities for each state to build a Markov state model for each system. These models and other close inspections suggest that the phosphorylation of Tyr32 strongly affects protein dynamics and the active site conformation, especially with regards to the canonical switch conformations and dynamics.

摘要

酪氨酸 32 残基的磷酸化已被证明通过破坏 GTP 酶循环来影响功能。为了阐明这一过程的潜在机制和原子基础,我们使用全原子分子动力学模拟和马尔可夫状态模型对致癌 G12D K-Ras 突变体及其磷酸化变体(pTyr32)进行了比较研究。我们表明,尽管具有许多共同特征,但 G12D 和 pTyr32-G12D K-Ras 表现出一些不同的构象状态和波动。除了 GTP 结合位点周围残基的构象和动力学有明显差异外,在许多环上还观察到非局部变化。pTyr32-G12D K-Ras 中的开关 I 更灵活,而 G12D K-Ras 中的开关 II 更灵活。我们还使用时间滞后独立成分分析和 k-均值聚类为每个系统识别了五个亚稳态。我们利用跃迁路径理论计算每个状态的跃迁概率,为每个系统构建一个马尔可夫状态模型。这些模型和其他仔细检查表明,Tyr32 的磷酸化强烈影响蛋白质动力学和活性位点构象,特别是关于规范开关构象和动力学。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/80d8/7020251/298f023d4c0c/nihms-1552565-f0002.jpg

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