4.4 Article

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

Journal

JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN
Volume 25, Issue 3, Pages 223-235

Publisher

SPRINGER
DOI: 10.1007/s10822-011-9413-5

Keywords

CDK2; Semiempirical quantum mechanical method; PM6-DH2; Non-covalent interaction; Scoring function; Drug design

Funding

  1. Institute of Organic Chemistry and Biochemistry, Academy of Sciences of the Czech Republic [Z40550506]
  2. Ministry of Education, Youth and Sports of the Czech Republic [LC512, MSM6198959216]
  3. Praemium Academiae, Academy of Sciences of the Czech Republic
  4. The Czech Science Foundation [P208/11/0295]
  5. European Social Fund [CZ.1.05/2.1.00/03.0058]

Ask authors/readers for more resources

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.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.4
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

No Data Available
No Data Available