Department of Biotechnology, Yonsei University, Seoul, Republic of Korea.
Bioinformatics and Molecular Design Research Center (BMDRC), Yonsei University, Seoul, Republic of Korea.
Sci Rep. 2019 Nov 13;9(1):16727. doi: 10.1038/s41598-019-53216-z.
Inhibitors to interfere protein-protein interactions (PPI) between programmed cell death 1 (PD-1) and programmed death ligand-1 (PD-L1) block evasion of cancers from immune surveillance. Analyzing hot spot residues in PPI is important for small-molecule drug development. In order to find out hot spots on PPI interface in PD-1/PD-L1 complex, we analyzed PPI in PD-1/PD-L1 with a new analysis method, 3-dimensional scattered pair interactions energies (3D-SPIEs), which assorts significant interactions with fragment molecular orbital (FMO) method. By additionally analyzing PPI in PD-1/antibody and PD-L1/antibody complexes, and small-ligand interactions in PD-L1/peptide and PD-L1/small-molecule complexes, we narrowed down the hot spot region with 3D-SPIEs-based interaction map, which integrates PPI and small-ligand interactions. Based on the map, there are two hot spot regions in PPI of PD-1/PD-L1 and the first hot spot region is important for inhibitors. In particular, Y56, E58, and N66 in the first hot spot of PD-L1 are important for PD-L1-antibodies and small-inhibitors in common, while M115 is important for small-inhibitors. Therefore, the 3D-SPIEs-based map would provide valuable information for designing new small-molecule inhibitors to inhibit PPI of PD-1/PD-L1 and the FMO/3D-SPIEs method provides an effectual tool to understand PPI and integrate PPI and small-ligand interactions at a quantum mechanical level.
抑制程序性细胞死亡蛋白 1(PD-1)和程序性死亡配体 1(PD-L1)之间的蛋白-蛋白相互作用(PPI)抑制剂可阻止癌症逃避免疫监视。分析 PPI 中的热点残基对于小分子药物开发很重要。为了找出 PD-1/PD-L1 复合物中 PPI 界面的热点,我们使用一种新的分析方法——三维散射对相互作用能(3D-SPIEs),结合片段分子轨道(FMO)方法分析 PD-1/PD-L1 的 PPI。通过进一步分析 PD-1/抗体和 PD-L1/抗体复合物中的 PPI,以及 PD-L1/肽和 PD-L1/小分子复合物中的小分子配体相互作用,我们利用基于 3D-SPIEs 的相互作用图缩小了热点区域,该图整合了 PPI 和小分子配体相互作用。基于该图,PD-1/PD-L1 的 PPI 中有两个热点区域,第一个热点区域对抑制剂很重要。特别是,PD-L1 中第一个热点区域的 Y56、E58 和 N66 对 PD-L1 抗体和小分子抑制剂都很重要,而 M115 对小分子抑制剂很重要。因此,基于 3D-SPIEs 的图谱将为设计新的小分子抑制剂抑制 PD-1/PD-L1 的 PPI 提供有价值的信息,而 FMO/3D-SPIEs 方法为理解 PPI 并在量子力学水平上整合 PPI 和小分子配体相互作用提供了有效的工具。