4.8 Article

Accurate calculation of the absolute free energy of binding for drug molecules

Journal

CHEMICAL SCIENCE
Volume 7, Issue 1, Pages 207-218

Publisher

ROYAL SOC CHEMISTRY
DOI: 10.1039/c5sc02678d

Keywords

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Funding

  1. EPSRC
  2. Evotec
  3. SGC [1097737]
  4. Bayer
  5. Boehringer Ingelheim
  6. Canada Foundation for Innovation
  7. Canadian Institutes for Health Research
  8. Genome Canada
  9. GlaxoSmithKline
  10. Janssen
  11. Lilly Canada
  12. Novartis Research Foundation
  13. Ontario Ministry of Economic Development and Innovation
  14. Pfizer
  15. Takeda
  16. Wellcome Trust [092809/ZZ/1010/ZZ]
  17. AbbVie
  18. EPSRC [EP/L000253/1] Funding Source: UKRI
  19. Engineering and Physical Sciences Research Council [EP/L000253/1, 1233347] Funding Source: researchfish

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Accurate prediction of binding affinities has been a central goal of computational chemistry for decades, yet remains elusive. Despite good progress, the required accuracy for use in a drug-discovery context has not been consistently achieved for drug-like molecules. Here, we perform absolute free energy calculations based on a thermodynamic cycle for a set of diverse inhibitors binding to bromodomain-containing protein 4 (BRD4) and demonstrate that a mean absolute error of 0.6 kcal mol(-1) can be achieved. We also show a similar level of accuracy (1.0 kcal mol(-1)) can be achieved in pseudo prospective approach. Bromodomains are epigenetic mark readers that recognize acetylation motifs and regulate gene transcription, and are currently being investigated as therapeutic targets for cancer and inflammation. The unprecedented accuracy offers the exciting prospect that the binding free energy of drug-like compounds can be predicted for pharmacologically relevant targets.

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