School of Pharmacy, Shanghai Jiao Tong University, Shanghai, China.
Department of Physics, Polytechnical University of Catalonia-Barcelona Tech, B5-209 Northern Campus, Jordi Girona 1-3, 08034 Barcelona, Catalonia, Spain.
Nanoscale. 2022 Feb 24;14(8):3148-3158. doi: 10.1039/d1nr07622a.
KRas proteins are the largest family of mutated Ras isoforms, participating in a wide variety of cancers. Due to their importance, large effort is being carried out on drug development by small-molecule inhibitors. However, understanding protein conformational variability remains a challenge in drug discovery. In the case of the Ras family, their multiple conformational states can affect the binding of potential drug inhibitors. To overcome this challenge, we propose a computational framework based on combined all-atom Molecular Dynamics and Metadynamics simulations in order to accurately access conformational variants of the target protein. We tested the methodology using a G12D mutated GTP bound oncogenic KRas-4B protein located at the interface of a DOPC/DOPS/cholesterol model anionic cell membrane. Two main orientations of KRas-4B at the anionic membrane have been determined. The corresponding torsional angles are taken as reliable reaction coordinates so that free-energy landscapes are obtained by well-tempered metadynamics simulations, revealing local and global minima of the free-energy hypersurface and unveiling reactive paths of the system between the two preferential orientations. We have observed that GTP-binding to KRas-4B has huge influence on the stabilisation of the protein and it can potentially help to open Switch I/II druggable pockets, lowering energy barriers between stable states and resulting in cumulative conformers of KRas-4B. This may highlight new opportunities for targeting the unique -stable states through the design of new efficient drugs.
KRas 蛋白是突变 Ras 同种型中最大的家族,参与多种癌症。由于其重要性,小分子抑制剂的药物开发正在进行大量努力。然而,理解蛋白质构象变异性仍然是药物发现中的一个挑战。在 Ras 家族的情况下,它们的多种构象状态可能会影响潜在药物抑制剂的结合。为了克服这一挑战,我们提出了一个基于全原子分子动力学和元动力学模拟相结合的计算框架,以便准确访问目标蛋白的构象变体。我们使用位于 DOPC/DOPS/胆固醇模型阴离子细胞膜界面的 G12D 突变 GTP 结合致癌 KRas-4B 蛋白来测试该方法。已经确定了 KRas-4B 在阴离子膜上的两种主要取向。相应的扭转角度被视为可靠的反应坐标,以便通过温和的元动力学模拟获得自由能景观,揭示自由能超曲面的局部和全局最小值,并揭示系统在两种优先取向之间的反应路径。我们观察到,GTP 与 KRas-4B 的结合对蛋白质的稳定性有很大影响,它可能有助于打开开关 I/II 可药用口袋,降低稳定状态之间的能量障碍,导致 KRas-4B 的累积构象。这可能为通过设计新的有效药物靶向独特的稳定状态提供新的机会。