School of Pharmaceutical Sciences, Shenzhen Campus of Sun Yat-sen University, Shenzhen, China.
Shenzhen Qiyu Biotechnology Co., Ltd, Shenzhen, China.
J Biomol Struct Dyn. 2024 Apr;42(6):2809-2824. doi: 10.1080/07391102.2023.2212796. Epub 2023 May 17.
Cyclic peptides (CPs) are a promising class of drugs because of their high biological activity and specificity. However, the design of CP remains challenging due to their conformational flexibility and difficulties in designing stable binding conformation. Herein, we present a high-throughput MD screening (HTMDS) process for the iterative design of stable CP binders with a combinatorial CP library composed of canonical and non-canonical amino acids. As a proof of concept, we apply our methods to design CP inhibitors for the bromodomain (BrD) of ATAD2B. 698,800 CP candidates with a total of 25,570 ns MD simulations were performed to study the protein-ligand binding interactions. The binding free energies (ΔGbind) estimated by MM/PBSA approach for eight lead CP designs were found to be low. CP-1.43 was the best CP candidate with an estimated ΔGbind of -28.48 kcal/mol when compared to the standard inhibitor C-38 which has been experimentally validated and shown to exhibit ΔGbind of -17.11 kcal/mol. The major contribution of binding sites for BrD of ATAD2B involved the hydrogen-bonding anchor within the Aly-binding pocket, salt bridging, and hydrogen-bonding mediated stabilization of the ZA loop and BC loop, and the complementary Van der Waals attraction. Our methods demonstrate encouraging results by yielding conformationally stable and high-potential CP binders that should have potential applicability in future CP drug development.Communicated by Ramaswamy H. Sarma.
环肽 (CPs) 因其具有高生物活性和特异性而成为一类很有前途的药物。然而,由于其构象灵活性和设计稳定结合构象的困难,CP 的设计仍然具有挑战性。在此,我们提出了一种高通量 MD 筛选 (HTMDS) 过程,用于迭代设计由包含经典和非经典氨基酸的组合 CP 文库组成的稳定 CP 配体。作为概念验证,我们将我们的方法应用于设计 ATAD2B 的溴结构域 (BrD) 的 CP 抑制剂。进行了总共 25,570 ns MD 模拟的 698,800 个 CP 候选物,以研究蛋白质-配体结合相互作用。通过 MM/PBSA 方法估算的 8 个先导 CP 设计的结合自由能 (ΔGbind) 较低。与已经过实验验证并显示出 -17.11 kcal/mol 的 ΔGbind 的标准抑制剂 C-38 相比,CP-1.43 是最好的 CP 候选物,其估算的 ΔGbind 为 -28.48 kcal/mol。ATAD2B 的 BrD 的结合位点的主要贡献涉及 Aly 结合口袋内的氢键锚定、盐桥和 ZA 环和 BC 环的氢键介导稳定以及互补的范德华吸引力。我们的方法通过产生构象稳定且具有高潜力的 CP 配体,展示了令人鼓舞的结果,这些 CP 配体在未来的 CP 药物开发中应该具有潜在的适用性。由 Ramaswamy H. Sarma 传达。