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Modeling Local Structural Rearrangements Using FEP/REST: Application to Relative Binding Affinity Predictions of CDK2 Inhibitors
Abstract
Accurate and reliable calculation of protein-ligand binding affinities remains a hotbed of computer-aided drug design research. Despite the potentially large impact FEP (free energy perturbation) may have in drug design projects, practical applications of FEP in industrial contexts have been limited. In this work, we use a recently developed method, FEP/REST (free energy perturbation/replica exchange with solute tempering), to calculate the relative binding affinities for a set of congeneric ligands binding to the CDK2 receptor. We compare the FEP/REST results with traditional FEP/MD (molecular dynamics) results and MM/GBSA (molecular mechanics/Generalized Born Surface Area model) results and examine why FEP/REST performed notably better than these other methods, as well as why certain ligand mutations lead to large increases of the binding affinity while others do not. We also introduce a mathematical framework for assessing the consistency and reliability of the calculations using cycle closures in FEP mutation paths.
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Cited by
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Self-citationUsing AMBER18 for Relative Free Energy Calculations
Song, L. F., Lee, T.-S., Zhu, C., York, D. M., & Merz, K. M. (2019) · Journal of Chemical Information and Modeling · doi:10.1021/acs.jcim.9b00105 · Cited by 234
AB ‐Bind: Antibody binding mutational database for computational affinity predictions
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Predictions of Ligand Selectivity from Absolute Binding Free Energy Calculations
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The maximal and current accuracy of rigorous protein-ligand binding free energy calculations
Ross, G. A., Lu, C., Scarabelli, G., Albanese, S. K., Houang, E., Abel, R., Harder, E. D., & Wang, L. (2023) · Communications Chemistry · doi:10.1038/s42004-023-01019-9 · Cited by 178
Self-citation
Metadata
- Authors
- Wang, L., Deng, Y., Knight, J. L., Wu, Y., Kim, B., Sherman, W., Shelley, J. C., Lin, T., & Abel, R.
- Venue
- Journal of Chemical Theory and Computation
- Publisher
- American Chemical Society (ACS)
- Published
- 2013-01-30
- Volume
- 9
- Issue
- 2
- Pages
- 1282-1293
- ISSN
- 1549-9618 (ISSN-L)
- 1549-9626
- OpenAlex
- W2323942455
- Cited by
- 194
- References
- 1
- FWCI
- 14.87
- Type
- journal article
- Language
- en
- Open access
- closed
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- Wang, L., Deng, Y., Knight, J. L., Wu, Y., Kim, B., Sherman, W., Shelley, J. C., Lin, T., & Abel, R. (2013). Modeling Local Structural Rearrangements Using FEP/REST: Application to Relative Binding Affinity Predictions of CDK2 Inhibitors. Journal of Chemical Theory and Computation. https://doi.org/10.1021/ct300911a
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