Hubei Key Laboratory of Agricultural Bioinformatics, College of Informatics, Huazhong Agricultural University, Wuhan, 430070, People's Republic of China.
J Mol Model. 2019 Jul 24;25(8):246. doi: 10.1007/s00894-019-4138-9.
It is well known that the DNA-binding specificity of transcription factors (TFs) is influenced by protein-protein interactions (PPIs). However, the underlying molecular mechanisms remain largely unknown. In this work, we adopted the cAMP-response element-binding protein (CREB) of the basic leucine zipper (bZIP) TF family as a model system, and a workflow of combined bioinformatics and molecular modeling analysis of protein-DNA interaction was tested. First, the multiple sequence alignment and SDPsite method were used to find potential bZIP family binding specificity determining positions (SDPs) within the protein-protein interaction region. Second, the mutation system was analyzed using molecular dynamics simulation. Molecular mechanics Poisson-Boltzmann surface area (MM/PBSA) free energy calculations confirmed the enhancement of the binding affinity of the mutation, which was in agreement with experimental results. The root mean square fluctuation (RMSF) and hydrogen bonding changes suggested an open and close protein dimerization process after the system was mutated, which resulted in the change of the hydrogen bonding of the protein-DNA interface and a slight conformational change. We believe that this work will contribute to understanding the protein-protein interaction-regulated binding specificity of bZIP transcription factors.
众所周知,转录因子(TFs)的 DNA 结合特异性受蛋白质-蛋白质相互作用(PPIs)的影响。然而,其潜在的分子机制在很大程度上仍是未知的。在这项工作中,我们采用了碱性亮氨酸拉链(bZIP)TF 家族的 cAMP 反应元件结合蛋白(CREB)作为模型系统,测试了蛋白质-DNA 相互作用的组合生物信息学和分子建模分析的工作流程。首先,使用多重序列比对和 SDPsite 方法在蛋白质-蛋白质相互作用区域内找到潜在的 bZIP 家族结合特异性决定位置(SDP)。其次,使用分子动力学模拟分析突变系统。分子力学泊松-玻尔兹曼表面面积(MM/PBSA)自由能计算证实了突变增强了结合亲和力,这与实验结果一致。均方根波动(RMSF)和氢键变化表明系统突变后出现蛋白质二聚体的开放和闭合过程,导致蛋白质-DNA 界面的氢键变化和轻微的构象变化。我们相信这项工作将有助于理解 bZIP 转录因子的蛋白质-蛋白质相互作用调节的结合特异性。