Roberts Victoria A, Case David A, Tsui Vickie
Department of Molecular Biology, The Scripps Research Institute, La Jolla, California 92037, USA.
Proteins. 2004 Oct 1;57(1):172-87. doi: 10.1002/prot.20193.
Determining protein-DNA interactions is important for understanding gene regulation, DNA repair and chromatin structure. Unfortunately, the structures of DNA-bound complexes are often difficult to obtain experimentally, so the development of computational methods that provide good models of these complexes would be valuable. Here, we present a rigid-body docking approach using the computer program DOT. DOT performs a complete, six-dimensional search of all orientations for two rigid molecules and calculates the interaction energy as the sum of electrostatic and van der Waals terms. DOT was applied to three winged-helix transcription factors that share similar DNA-binding structural motifs but bind DNA in different ways. Docking with linear B-form DNA models accomplished several objectives; it (1) distinguished the different ways the transcription factors bind DNA, (2) identified each protein's DNA-binding site and the DNA orientation at the site and (3) gave at least one solution among the three best-ranked that shows the protein side chain-DNA base interactions responsible for recognition. Furthermore, the ensemble of top-ranked, docked linear B-DNA fragments indicated the DNA bending induced upon protein binding. Docking linear B-DNA to structures of the transcription factor FadR suggests that the allosteric, conformational change induced upon effector binding results in loss of the ability to bend DNA as well as loss of sequence-specific interactions with DNA. The electrostatic energy term calculated by DOT is comparable to the electrostatic binding energy calculated by Poisson-Boltzmann methods. Our results show rigid-body docking that includes a rigorous treatment of the electrostatic interaction energy can be effective in predicting protein-DNA interactions.
确定蛋白质与DNA的相互作用对于理解基因调控、DNA修复和染色质结构至关重要。不幸的是,DNA结合复合物的结构通常很难通过实验获得,因此开发能够提供这些复合物良好模型的计算方法将具有重要价值。在此,我们展示了一种使用计算机程序DOT的刚体对接方法。DOT对两个刚性分子的所有取向进行完整的六维搜索,并将相互作用能计算为静电项和范德华项的总和。DOT被应用于三种具有相似DNA结合结构基序但以不同方式结合DNA的翼状螺旋转录因子。与线性B型DNA模型对接实现了几个目标:它(1)区分了转录因子结合DNA的不同方式,(2)确定了每种蛋白质的DNA结合位点以及该位点处的DNA取向,并且(3)在排名前三的结果中至少给出了一种解决方案,该方案显示了负责识别的蛋白质侧链与DNA碱基的相互作用。此外,排名靠前的对接线性B - DNA片段的集合表明了蛋白质结合时诱导的DNA弯曲。将线性B - DNA对接至转录因子FadR的结构表明,效应物结合时诱导的变构构象变化导致弯曲DNA的能力丧失以及与DNA的序列特异性相互作用丧失。DOT计算的静电能项与泊松 - 玻尔兹曼方法计算的静电结合能相当。我们的结果表明,包括对静电相互作用能进行严格处理的刚体对接在预测蛋白质与DNA的相互作用方面可能是有效的。