Comparison of QM/MM Methods To Obtain Ligand-Binding Free Energies

被引:42
作者
Olsson, Martin A. [1 ]
Ryde, Ulf [1 ]
机构
[1] Lund Univ, Dept Theoret Chem, Chem Ctr, POB 124, SE-22100 Lund, Sweden
基金
瑞典研究理事会;
关键词
QUANTUM-MECHANICS; COMPUTER-SIMULATIONS; PERTURBATION METHOD; MOLECULAR-DYNAMICS; FORCE-FIELD; DRUG DESIGN; AFFINITIES; WATER; PARADYNAMICS; SYSTEMS;
D O I
10.1021/acs.jctc.6b01217
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
We have compared two approaches to calculate relative binding free energies employing molecular dynamics simulations at the combined quantum-mechanical/molecular mechanics (QM/MM) level. As a test case, we study the binding of nine cyclic carboxylate ligands to the octa-acid deep-cavitand host system. The ligand is treated with the semiempirical PM6-DH+ QM method. In the first approach, we perform direct alchemical QM/MM free energy perturbation (FEP). In the second, reference-potential approach, we convert the ligands with FEP at the molecular mechanics (MM) level and then perform also MM -> QM/MM FEP for each ligand. We show that the two approaches give identical results within statistical uncertainty. For the reference-potential approach, the MM QM/MM perturbation converges in terms of energies, uncertainties, and overlap measures with two intermediate states, giving a precision of 0.5-0.9 kJ/mol for all eight transformations considered. On the other hand, the QM/MM-FEP approach requires 17-18 intermediate states, showing that the reference-potential approach is more effective. Previous calculations with single-step exponential averaging (i.e., entirely avoiding QM/MM simulations) required fewer QM/MM energy calculations, but they gave worse precision and involved approximations with an unclear effect on the results.
引用
收藏
页码:2245 / 2253
页数:9
相关论文
共 68 条
[1]   Accurate calculation of the absolute free energy of binding for drug molecules [J].
Aldeghi, Matteo ;
Heifetz, Alexander ;
Bodkin, Michael J. ;
Knappcd, Stefan ;
Biggin, Philip C. .
CHEMICAL SCIENCE, 2016, 7 (01) :207-218
[2]   Coupled-Cluster Interaction Energies for 200-Atom Host-Guest Systems [J].
Andrejic, Milica ;
Ryde, Ulf ;
Mata, Ricardo A. ;
Soderhjelm, Par .
CHEMPHYSCHEM, 2014, 15 (15) :3270-3281
[3]  
[Anonymous], 1943, Bull Calcutta Math Soc, DOI DOI 10.1038/157869B0
[4]   NEW METHOD FOR PREDICTING BINDING-AFFINITY IN COMPUTER-AIDED DRUG DESIGN [J].
AQVIST, J ;
MEDINA, C ;
SAMUELSSON, JE .
PROTEIN ENGINEERING, 1994, 7 (03) :385-391
[5]   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
[6]   A Simple QM/MM Approach for Capturing Polarization Effects in Protein-Ligand Binding Free Energy Calculations [J].
Beierlein, Frank R. ;
Michel, Julien ;
Essex, Jonathan W. .
JOURNAL OF PHYSICAL CHEMISTRY B, 2011, 115 (17) :4911-4926
[7]   EFFICIENT ESTIMATION OF FREE-ENERGY DIFFERENCES FROM MONTE-CARLO DATA [J].
BENNETT, CH .
JOURNAL OF COMPUTATIONAL PHYSICS, 1976, 22 (02) :245-268
[8]   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
[9]  
Case D.A., 2014, Amber 14, V14
[10]   Accuracy Assessment and Automation of Free Energy Calculations for Drug Design [J].
Christ, Clara D. ;
Fox, Thomas .
JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2014, 54 (01) :108-120