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Addressing Suboptimal Poses in Nonequilibrium Alchemical Calculations
Open accessPublished 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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Highly accurate protein structure prediction with AlphaFold
Jumper, J., Evans, R., Pritzel, A., Green, T., Figurnov, M., Ronneberger, O., Tunyasuvunakool, K., Bates, R., Žídek, A., Potapenko, A., et al. (2021) · Nature · doi:10.1038/s41586-021-03819-2 · Cited by 43,764
Identification of slow molecular order parameters for Markov model construction
Pérez-Hernández, G., Paul, F., Giorgino, T., De Fabritiis, G., & Noé, F. (2013) · The Journal of Chemical Physics · doi:10.1063/1.4811489 · Cited by 990
Assessment of Binding Affinity via Alchemical Free-Energy Calculations
Kuhn, M., Firth-Clark, S., Tosco, P., Mey, A. S. J. S., Mackey, M., & Michel, J. (2020) · Journal of Chemical Information and Modeling · doi:10.1021/acs.jcim.0c00165 · Cited by 222
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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
- Publisher
- American Chemical Society (ACS)
- 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
- green
- doi.org
- Licence
- 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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