Cited by 5Computational Drug Discovery MethodsProtein Degradation and InhibitorsAdvanced Physical and Chemical Molecular Interactions

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Addressing Suboptimal Poses in Nonequilibrium Alchemical Calculations

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Published version of a preprint

Abstract

Alchemical transformations can be used to quantitatively estimate absolute binding free energies at a reasonable computational cost. However, most of the approaches currently in use require knowledge of the correct (crystallographic) pose. In this paper, we present a combined Hamiltonian replica exchange nonequilibrium alchemical method that allows us to reliably calculate absolute binding free energies, even when starting from suboptimal initial binding poses. Performing a preliminary Hamiltonian replica exchange enhances the sampling of slow degrees of freedom of the ligand and the target, allowing the system to populate the correct binding pose when starting from an approximate docking pose. We apply the method on 6 ligands of the first bromodomain of the BRD4 bromodomain-containing protein. For each ligand, we start nonequilibrium alchemical transformations from both the crystallographic pose and the top-scoring docked pose that are often significantly different. We show that the method produces statistically equivalent binding free energies, making it a useful tool for computational drug discovery pipelines.

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Research works printed but not linked: 87

  1. 10.1021/ct500366u · DOI
  2. 10.1016/j.sbi.2011.01.011 · DOI
  3. 10.1073/pnas.202427399 · DOI · Paper page
  4. 10.1021/ar500356n · DOI
  5. 10.1021/jp102971x · DOI
  6. 10.1021/acs.jcim.0c00116 · DOI
  7. 10.1021/acs.jctc.1c00266 · DOI
  8. Cournia Z., 2021, Free Energy Methods in Drug Discovery: Current State and Future Directions, 1397, 1, 10.1021/bk-2021-1397.ch001 · DOI
  9. 10.1021/acs.jctc.3c00139 · DOI
  10. 10.1016/S0006-3495(97)78756-3 · DOI
  11. 10.1021/acs.jcim.3c00013 · DOI
  12. 10.1021/acs.jpcb.0c10263 · DOI
  13. 10.1063/1.5123154 · DOI
  14. 10.1021/ja0445950 · DOI
  15. 10.1021/acs.jctc.0c00075 · DOI
  16. 10.1021/jacs.1c05301 · DOI
  17. 10.1021/acs.jcim.2c01142 · DOI
  18. 10.1007/s10822-018-0170-6 · DOI
  19. 10.1007/s10822-020-00290-5 · DOI
  20. 10.1038/s42004-021-00498-y · DOI
  21. 10.1039/D1SC03472C · DOI
  22. 10.1063/1.1740409 · DOI
  23. 10.1039/C5SC02678D · DOI · Paper page
  24. 10.1088/0034-4885/71/12/126601 · DOI · Paper page
  25. 10.1021/jp803936q · DOI
  26. 10.1021/ja202726y · DOI · Paper page
  27. 10.1021/acs.jctc.5b00405 · DOI
  28. 10.1038/s41598-020-80769-1 · DOI
  29. 10.1016/j.sbi.2020.08.001 · DOI
  30. 10.1007/s12551-016-0247-1 · DOI · Paper page
  31. 10.1021/ci900056c · DOI
  32. 10.1186/s13321-021-00563-7 · DOI
  33. 10.1038/s42004-023-00859-9 · DOI
  34. 10.1021/acs.jcim.9b01118 · DOI
  35. 10.1021/acs.jctc.0c00634 · DOI
  36. 10.1021/acs.jcim.1c00909 · DOI
  37. 10.1080/00268976.2013.824126 · DOI
  38. 10.1002/jcc.21388 · DOI
  39. 10.1063/1.1472510 · DOI
  40. 10.1039/D0CC03558K · DOI
  41. 10.1021/ct500142c · DOI
  42. 10.1021/ct500964e · DOI
  43. 10.1039/C5CP05519A · DOI
  44. 10.1039/C5CP05521K · DOI
  45. 10.1023/A:1023208217925 · DOI
  46. 10.1103/PhysRevE.61.2361 · DOI
  47. 10.1103/PhysRevE.80.041124 · DOI
  48. 10.1021/jp0217839 · DOI · Paper page
  49. 10.3390/molecules27175490 · DOI
  50. 10.1063/1.2978177 · DOI
  51. 10.1002/(SICI)1096-987X(19981115)19:14<1639::AID-JCC10>3.0.CO;2-B · DOI
  52. 10.1002/jcc.21256 · DOI
  53. 10.1002/prot.22711 · DOI
  54. 10.1063/1.445869 · DOI
  55. 10.1002/jcc.20035 · DOI
  56. 10.1002/jcc.10128 · DOI
  57. 10.1021/acs.jctc.0c00121 · DOI
  58. 10.1021/acs.jcim.9b00439 · DOI
  59. 10.1063/5.0018516 · DOI
  60. 10.1016/j.softx.2015.06.001 · DOI · Paper page
  61. Páll S., 2015, Solving Software Challenges for Exascale, 3, 10.1007/978-3-319-15976-8_1 · DOI
  62. 10.1093/bioinformatics/btt055 · DOI
  63. 10.1021/ct700301q · DOI
  64. 10.1002/jcc.20291 · DOI
  65. 10.1007/s008940100045 · DOI
  66. 10.1016/0010-4655(95)00042-E · DOI
  67. Bonomi M., 2019, Nat. Methods, 16, 670, 10.1038/s41592-019-0506-8 · DOI
  68. 10.1016/j.cpc.2013.09.018 · DOI
  69. 10.1016/j.cpc.2009.05.011 · DOI
  70. 10.1038/nchembio.1471 · DOI
  71. 10.1016/j.bmc.2011.10.080 · DOI
  72. 10.1073/pnas.1310658110 · DOI
  73. 10.1021/jm301588r · DOI
  74. 10.1021/jm4011302 · DOI
  75. 10.1021/acs.jctc.7b00275 · DOI
  76. 10.1073/pnas.1600917113 · DOI · Paper page
  77. 10.1063/1.5011399 · DOI
  78. 10.1073/pnas.2113533118 · DOI
  79. 10.1021/ja062463w · DOI
  80. 10.1021/ct5009087 · DOI
  81. 10.1021/acs.jpcb.3c00117 · DOI
  82. 10.1021/acs.jctc.3c00254 · DOI
  83. 10.1021/acs.jcim.5b00265 · DOI
  84. 10.1103/PhysRevE.73.046105 · DOI
  85. 10.1016/j.isci.2022.105920 · DOI · Paper page
  86. 10.1021/acs.jcim.2c01219 · DOI
  87. 10.1021/acs.jcim.2c01270 · DOI

Metadata

Authors
Karrenbrock, M., Rizzi, V., Procacci, P., & Gervasio, F. L.
Affiliations
  • University of Geneva (CH)
  • University of Florence (IT)
Corresponding author
Gervasio, Francesco Luigi
Venue
The Journal of Physical Chemistry B
Published
2024-02-07
Volume
128
Issue
7
Pages
1595-1605
ISSN
  • 1520-5207 (ISSN-L)
  • 1520-6106
OpenAlex
W4391598486
Cited by
5
References
3
Citations by year
2026: 1 · 2024: 4
FWCI
1.05
Type
journal article
Language
en
Open access
Locations
  • The Journal of Physical Chemistry B (publishedVersion)
  • ChemRxiv (acceptedVersion, cc-by-nc-nd)
  • PubMed (publishedVersion)
  • UCL Discovery (University College London) (submittedVersion)
  • Florence Research (University of Florence) (submittedVersion, other-oa)
Funders
Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung (40B2-0_203628, CRSII5 216587, 200021_204795)
Topics
  • Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Drug Discovery › Computational Drug Discovery Methods
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Degradation and Inhibitors
  • Physical Sciences › Chemistry › Physical and Theoretical Chemistry › Advanced Physical and Chemical Molecular Interactions
Keywords
absolute binding free energy, Hamiltonian replica exchange, ligand binding, molecular docking, conformational sampling, computational drug discovery
MeSH terms
Ligands, Nuclear Proteins, Protein Binding, Thermodynamics, Transcription Factors, Molecular Dynamics Simulation

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