Docking Ligands into Flexible and Solvated Macromolecules. 7. Impact of Protein Flexibility and Water Molecules on Docking-Based Virtual Screening Accuracy
| Autor: | Christopher R. Corbeil, Devin Lee, Anna Tomberg, Nathanael Weill, Eric Therrien, Nicolas Moitessier |
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| Rok vydání: | 2014 |
| Předmět: |
Virtual screening
Protein Conformation Chemistry Drug discovery General Chemical Engineering Drug Evaluation Preclinical Molecular Conformation Protein Data Bank (RCSB PDB) Proteins Water General Chemistry computer.file_format Library and Information Sciences Ligands Protein Data Bank Small molecule Combinatorial chemistry Computer Science Applications Molecular Docking Simulation User-Computer Interface Docking (dog) Protein–ligand docking Solvents computer Macromolecule |
| Zdroj: | Journal of Chemical Information and Modeling. 54:3198-3210 |
| ISSN: | 1549-960X 1549-9596 |
| DOI: | 10.1021/ci500299h |
| Popis: | The use of predictive computational methods in the drug discovery process is in a state of continual growth. Over the last two decades, an increasingly large number of docking tools have been developed to identify hits or optimize lead molecules through in-silico screening of chemical libraries to proteins. In recent years, the focus has been on implementing protein flexibility and water molecules. Our efforts led to the development of Fitted first reported in 2007 and further developed since then. In this study, we wished to evaluate the impact of protein flexibility and occurrence of water molecules on the accuracy of the Fitted docking program to discriminate active compounds from inactive compounds in virtual screening (VS) campaigns. For this purpose, a total of 171 proteins cocrystallized with small molecules representing 40 unique enzymes and receptors as well as sets of known ligands and decoys were selected from the Protein Data Bank (PDB) and the Directory of Useful Decoys (DUD), respectively. This study revealed that implementing displaceable crystallographic or computationally placed particle water molecules and protein flexibility can improve the enrichment in active compounds. In addition, an informed decision based on library diversity or research objectives (hit discovery vs lead optimization) on which implementation to use may lead to significant improvements. |
| Databáze: | OpenAIRE |
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