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A molecular dynamics investigation of CDK8/CycC and ligand binding: conformational flexibility and implication in drug discovery

机译:CDK8 / CYC和配体结合的分子动力学研究:组织柔韧性和药物发现中的含义

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Abnormal activity of cyclin-dependent kinase 8 (CDK8) along with its partner protein cyclin C (CycC) is a common feature of many diseases including colorectal cancer. Using molecular dynamics (MD) simulations, this study determined the dynamics of the CDK8-CycC system and we obtained detailed breakdowns of binding energy contributions for four type-I and five type-II CDK8 inhibitors. We revealed system motions and conformational changes that will affect ligand binding, confirmed the essentialness of CycC for inclusion in future computational studies, and provide guidance in development of CDK8 binders. We employed unbiased all-atom MD simulations for 500 ns on twelve CDK8-CycC systems, including apoproteins and protein-ligand complexes, then performed principal component analysis (PCA) and measured the RMSF of key regions to identify protein dynamics. Binding pocket volume analysis identified conformational changes that accompany ligand binding. Next, H-bond analysis, residue-wise interaction calculations, and MM/PBSA were performed to characterize protein-ligand interactions and find the binding energy. We discovered that CycC is vital for maintaining a proper conformation of CDK8 to facilitate ligand binding and that the system exhibits motion that should be carefully considered in future computational work. Surprisingly, we found that motion of the activation loop did not affect ligand binding. Type-I and type-II ligand binding is driven by van der Waals interactions, but electrostatic energy and entropic penalties affect type-II binding as well. Binding of both ligand types affects protein flexibility. Based on this we provide suggestions for development of tighter-binding CDK8 inhibitors and offer insight that can aid future computational studies.
机译:细胞周期蛋白依赖性激酶8(CDK8)的异常活性以及其伴侣蛋白质cyclin C(Cyc)是许多疾病的常见特征,包括结肠直肠癌。使用分子动力学(MD)模拟,该研究确定了CDK8-CYCC系统的动态,并获得了四种I型和五型CDK8抑制剂的结合能量贡献的详细崩溃。我们透露了影响配体结合的系统动作和构象变化,证实了Cyc的本质性,以便在未来的计算研究中包含,并提供CDK8粘合剂的发展指导。我们在12个CDK8-Cyc Systems上使用了500ns的非偏见全原子MD模拟,包括甲蛋白和蛋白质 - 配体复合物,然后进行了主成分分析(PCA)并测量了关键区域的RMSF以鉴定蛋白质动态。结合口袋体积分析确定了配体结合的构象变化。接下来,进行H键分析,残留性相互作用计算和MM / PBSA以表征蛋白质 - 配体相互作用并找到结合能量。我们发现Cycc对于维持CDK8的适当构象至关重要,以促进配体结合,并且该系统展示应在未来的计算工作中仔细考虑的运动。令人惊讶的是,我们发现活化环的运动不影响配体结合。 II型和II型配体绑定由van der WaaS相互作用驱动,但静电能量和熵也会影响II型绑定。两个配体类型的结合会影响蛋白质柔性。基于此,我们提供了对更紧密的CDK8抑制剂的发展的建议,并提供了可以帮助未来的计算研究的洞察力。

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