Department of Computational Chemistry, Jubilant Biosys Limited, Yeshwanthpur, Bangalore, 560 022, Karnataka, India.
Proteins. 2014 Mar;82(3):436-51. doi: 10.1002/prot.24410. Epub 2013 Oct 17.
The emerging picture of biomolecular recognition is that of conformational selection followed by induced-fit. Conformational selection theory states that binding partners exist in various conformations in solution, with binding involving a "selection" between complementary conformers. In this study, we devise a docking protocol that mimics conformational selection in protein-ligand binding and demonstrate that it significantly enhances crossdocking accuracy over Glide's flexible docking protocol, which is widely used in the pharmaceutical industry. Our protocol uses a pregenerated conformational ensemble to simulate ligand flexibility. The ensemble was generated by thorough conformational sampling coupled with conformer minimization. The generated conformers were then rigidly docked in the active site of the protein along with a postdocking minimization step that allows limited induced fit effects to be modeled for the ligand. We illustrate the improved performance of our protocol through crossdocking of 31 ligands to cocomplexed proteins of the kinase 3-phosphoinositide dependent protein kinase-1 extracted from the crystal structures 1H1W (ATP bound), 1OKY (staurosporine bound) and 3QD0 (bound to a potent inhibitor). Consistent with conformational selection theory, the performance of our protocol was the best for crossdocking to the cognate protein bound to the natural ligand, ATP.
生物分子识别的新兴图景是构象选择 followed by 诱导契合。构象选择理论指出,结合伴侣在溶液中存在各种构象,结合涉及互补构象之间的“选择”。在这项研究中,我们设计了一种对接协议,模拟蛋白质-配体结合中的构象选择,并证明它显著提高了 crossdocking 的准确性,超过了广泛应用于制药行业的 Glide 的柔性对接协议。我们的协议使用预先生成的构象 ensemble 来模拟配体的灵活性。该 ensemble 通过彻底的构象采样 coupled with conformer minimization 生成。生成的构象 then 沿着 postdocking minimization 步骤在蛋白质的活性 site 中刚性对接,该步骤允许对配体进行有限的诱导契合效应建模。我们通过将 31 种配体 crossdocking 到从晶体结构 1H1W(ATP 结合)、1OKY(staurosporine 结合)和 3QD0(与强效抑制剂结合)提取的激酶 3-磷酸肌醇依赖蛋白激酶-1 的 cocomplexed 蛋白质,说明了我们协议的改进性能。与构象选择理论一致,我们的协议在 crossdocking 到与天然配体 ATP 结合的同源蛋白质时表现最佳。