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
相关论文
共 72 条
[1]  
Alnajjar MA, 2021, ORG BIOMOL CHEM, V19, P8521, DOI [10.1039/D1OB01304A, 10.1039/d1ob01304a]
[2]   Structural Effects on Guest Binding in Cucurbit[8]uril-Perylenemonoimide Host-Guest Complexes [J].
Aryal, Gyan H. ;
ViK, Ryan ;
Assaf, Khaleel I. ;
Hunter, Kenneth W. ;
Huang, Liming ;
Jayawickramarajah, Janarthanan ;
Nau, Werner M. .
CHEMISTRYSELECT, 2018, 3 (17) :4699-4704
[3]   HYDROPHOBE Challenge: A Joint Experimental and Computational. Study on the Host Guest Binding of Hydrocarbons to Cucurbiturils, Allowing Explicit Evaluation of Guest Hydration Free-Energy Contributions [J].
Assaf, Khaleel I. ;
Florea, Mara ;
Antony, Jens ;
Henriksen, Niel M. ;
Yin, Jian ;
Hansen, Andreas ;
Qu, Zheng-wang ;
Sure, Rebecca ;
Klapstein, Dieter ;
Gilson, Michael K. ;
Grimme, Stefan ;
Nau, Werner M. .
JOURNAL OF PHYSICAL CHEMISTRY B, 2017, 121 (49) :11144-11162
[4]   A WELL-BEHAVED ELECTROSTATIC POTENTIAL BASED METHOD USING CHARGE RESTRAINTS FOR DERIVING ATOMIC CHARGES - THE RESP MODEL [J].
BAYLY, CI ;
CIEPLAK, P ;
CORNELL, WD ;
KOLLMAN, PA .
JOURNAL OF PHYSICAL CHEMISTRY, 1993, 97 (40) :10269-10280
[5]   Density-functional thermochemistry .4. A new dynamical correlation functional and implications for exact-exchange mixing [J].
Becke, AD .
JOURNAL OF CHEMICAL PHYSICS, 1996, 104 (03) :1040-1046
[6]   MOLECULAR-DYNAMICS WITH COUPLING TO AN EXTERNAL BATH [J].
BERENDSEN, HJC ;
POSTMA, JPM ;
VANGUNSTEREN, WF ;
DINOLA, A ;
HAAK, JR .
JOURNAL OF CHEMICAL PHYSICS, 1984, 81 (08) :3684-3690
[7]   Binding free energy predictions in host-guest systems using Autodock4. A retrospective analysis on SAMPL6, SAMPL7 and SAMPL8 challenges [J].
Casbarra, Lorenzo ;
Procacci, Piero .
JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN, 2021, 35 (06) :721-729
[8]   Mutation-Induced Impacts on the Switch Transformations of the GDP- and GTP-Bound K-Ras: Insights from Multiple Replica Gaussian Accelerated Molecular Dynamics and Free Energy Analysis [J].
Chen, Jianzhong ;
Zhang, Shaolong ;
Wang, Wei ;
Pang, Laixue ;
Zhang, Qinggang ;
Liu, Xinguo .
JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2021, 61 (04) :1954-1969
[9]   DTI-MLCD: predicting drug-target interactions using multi-label learning with community detection method [J].
Chu, Yanyi ;
Shan, Xiaoqi ;
Chen, Tianhang ;
Jiang, Mingming ;
Wang, Yanjing ;
Wang, Qiankun ;
Salahub, Dennis Russell ;
Xiong, Yi ;
Wei, Dong-Qing .
BRIEFINGS IN BIOINFORMATICS, 2021, 22 (03)
[10]   Photoresponsive Binding Dynamics in High-Affinity Cucurbit[8]uril-Dithienylethene Host-Guest Complexes [J].
Colaco, Miriam ;
Maximo, Patricia ;
Jorge Parola, A. ;
Basilio, Nuno .
CHEMISTRY-A EUROPEAN JOURNAL, 2021, 27 (37) :9550-9555