Screening Power of End-Point Free-Energy Calculations in Cucurbituril Host-Guest Systems

被引:3
|
作者
Liu, Xiao [1 ]
Zheng, Lei [2 ,3 ]
Qin, Chu [1 ]
Li, Yang [4 ]
Zhang, John Z. H. [2 ,3 ,5 ,6 ,7 ]
Sun, Zhaoxi [8 ]
机构
[1] Shanghai Univ Engn Sci, Sch Math Phys & Stat, Shanghai 201620, Peoples R China
[2] NYU Shanghai, NYU ECNU Ctr Computat Chem, Shanghai 200062, Peoples R China
[3] NYU, Dept Chem, New York, NY 10003 USA
[4] Shandong Agr Univ, Coll Informat Sci & Engn, Tai An 271018, Peoples R China
[5] East China Normal Univ, Sch Chem & Mol Engn, Shanghai 200062, Peoples R China
[6] Chinese Acad Sci, Fac Synthet Biol, Shenzhen Inst Adv Technol, Shenzhen 518055, Guangdong, Peoples R China
[7] Chinese Acad Sci, Inst Synthet Biol, Shenzhen Inst Adv Technol, Shenzhen 518055, Guangdong, Peoples R China
[8] Changping Lab, Beijing 102206, Peoples R China
基金
中国国家自然科学基金;
关键词
MOLECULAR-DYNAMICS; GENERALIZED BORN; BINDING; PROTEINS; CHARGES;
D O I
10.1021/acs.jcim.3c01356
中图分类号
R914 [药物化学];
学科分类号
100701 ;
摘要
End-point free-energy methods as an indispensable component in virtual screening are commonly recognized as a tool with a certain level of screening power in pharmaceutical research. While a huge number of records could be found for end-point applications in protein-ligand, protein-protein, and protein-DNA complexes from academic and industrial reports, up to now, there is no large-scale benchmark in host-guest complexes supporting the screening power of end-point free-energy techniques. A good benchmark requires a data set of sufficient coverage of pharmaceutically relevant chemical space, a long-time sampling length supporting the trajectory approximation of the ensemble average, and a sufficient sample size of receptor-acceptor pairs to stabilize the performance statistics. In this work, selecting a popular family of macrocyclic hosts named cucurbiturils, we construct a large data set containing 154 host-guest pairs, perform extensive end-point sampling of several hundred nanosecond lengths for each system, and extract the free-energy estimates with a variety of end-point free-energy techniques, including the advanced three-trajectory dielectric-constant-variable regime proposed in our recent work. The best-performing end-point protocol employs GAFF2 for solute descriptions, the three-trajectory end-point sampling regime, and the MM/GBSA Hamiltonian in free-energy extraction, achieving a high ranking metrics of Kendall tau > 0.6, a Pearlman predictive index of similar to 0.8, and a high scoring power of Pearson r > 0.8. The current project as the first large-scale systematic benchmark of end-point methods in host-guest complexes in academic publications provides solid evidence of the applicability of end-point techniques and direct guidance of computational setups in practical host-guest systems.
引用
收藏
页码:6938 / 6946
页数:9
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