Transferable scoring function based on semiempirical quantum mechanical PM6-DH2 method: CDK2 with 15 structurally diverse inhibitors

被引:49
作者
Dobes, Petr [2 ,3 ,4 ]
Fanfrlik, Jindrich [2 ,3 ]
Rezac, Jan [2 ,3 ]
Otyepka, Michal [1 ]
Hobza, Pavel [1 ,2 ,3 ]
机构
[1] Palacky Univ, Reg Ctr Adv Technol & Mat, Dept Phys Chem, Fac Sci, Olomouc 77146, Czech Republic
[2] Acad Sci Czech Republ, Inst Organ Chem & Biochem, CR-16610 Prague 6, Czech Republic
[3] Ctr Biomol & Complex Mol Syst, Prague 16610 6, Czech Republic
[4] Univ Hosp Brno, Ctr Mol Biol & Gene Therapy, Dept Internal Med Hematooncol, Brno 62500, Czech Republic
关键词
CDK2; Semiempirical quantum mechanical method; PM6-DH2; Non-covalent interaction; Scoring function; Drug design; CYCLIN-DEPENDENT KINASES; MOLECULAR-DYNAMICS SIMULATIONS; STRUCTURE-BASED DESIGN; H-BONDING CORRECTION; CELL-CYCLE; BINDING MODES; FORCE-FIELD; INTERACTION ENERGIES; SEARCH ALGORITHMS; 3D-QSAR COMFA;
D O I
10.1007/s10822-011-9413-5
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
A semiempirical quantum mechanical PM6-DH2 method accurately covering the dispersion interaction and H-bonding was used to score fifteen structurally diverse CDK2 inhibitors. The geometries of all the complexes were taken from the X-ray structures and were reoptimised by the PM6-DH2 method in continuum water. The total scoring function was constructed as an estimate of the binding free energy, i.e., as a sum of the interaction enthalpy, interaction entropy and the corrections for the inhibitor desolvation and deformation energies. The applied scoring function contains a clear thermodynamical terms and does not involve any adjustable empirical parameter. The best correlations with the experimental inhibition constants (ln K (i)) were found for bare interaction enthalpy (r (2) = 0.87) and interaction enthalpy corrected for ligand desolvation and deformation energies (r (2) = 0.77); when the entropic term was considered, however, the correlation becomes worse but still acceptable (r (2) = 0.52). The resulting correlation based on the PM6-DH2 scoring function is better than previously published function based on various docking/scoring, SAR studies or advanced QM/MM approach, however, the robustness is limited by number of available experimental data used in the correlation. Since a very similar correlation between the experimental and theoretical results was found also for a different system of the HIV-1 protease, the suggested scoring function based on the PM6-DH2 method seems to be applicable in drug design, even if diverse protein-ligand complexes have to be ranked.
引用
收藏
页码:223 / 235
页数:13
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