Key Laboratory for Microstructural Material Physics of Hebei Province, College of Science, Yanshan University, Qinhuangdao, 066004, China.
Beijing Institute of Biological Products Co., Ltd, Beijing, 101111, China.
Sci Rep. 2018 Jun 22;8(1):9487. doi: 10.1038/s41598-018-27745-y.
Intra-molecular energy transport between distant functional sites plays important roles in allosterically regulating the biochemical activity of proteins. How to identify the specific intra-molecular signaling pathway from protein tertiary structure remains a challenging problem. In the present work, a non-equilibrium dynamics method based on the elastic network model (ENM) was proposed to simulate the energy propagation process and identify the specific signaling pathways within proteins. In this method, a given residue was perturbed and the propagation of energy was simulated by non-equilibrium dynamics in the normal modes space of ENM. After that, the simulation results were transformed from the normal modes space to the Cartesian coordinate space to identify the intra-protein energy transduction pathways. The proposed method was applied to myosin and the third PDZ domain (PDZ3) of PSD-95 as case studies. For myosin, two signaling pathways were identified, which mediate the energy transductions form the nucleotide binding site to the 50 kDa cleft and the converter subdomain, respectively. For PDZ3, one specific signaling pathway was identified, through which the intra-protein energy was transduced from ligand binding site to the distant opposite side of the protein. It is also found that comparing with the commonly used cross-correlation analysis method, the proposed method can identify the anisotropic energy transduction pathways more effectively.
分子内远程功能位点间的能量传递在别构调控蛋白质的生化活性中起着重要作用。如何从蛋白质三级结构中识别特定的分子内信号通路仍然是一个具有挑战性的问题。在本工作中,提出了一种基于弹性网络模型(ENM)的非平衡动力学方法来模拟能量传递过程,并识别蛋白质内的特定信号通路。在该方法中,通过 ENM 的模态空间中的非平衡动力学对给定残基进行扰动,并模拟能量的传递。之后,将模拟结果从模态空间转换到笛卡尔坐标空间,以识别蛋白质内的能量转导途径。该方法应用于肌球蛋白和 PSD-95 的第三个 PDZ 结构域(PDZ3)进行了案例研究。对于肌球蛋白,鉴定出两条信号通路,它们分别介导从核苷酸结合位点到 50 kDa 裂缝和转换器亚基的能量传递。对于 PDZ3,鉴定出一条特定的信号通路,通过该通路,蛋白质内的能量从配体结合位点传递到蛋白质的远端对侧。还发现,与常用的互相关分析方法相比,该方法能够更有效地识别各向异性的能量传递途径。