ArticleJournal of chemical information and modeling2014
BP-Dock: a flexible docking scheme for exploring protein-ligand interactions based on unbound structures.
Article in Journal of chemical information and modeling, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed.
- Engineering gain-of-function mutants of a WW domain by dynamics and structural analysis.Protein science : a publication of the Protein Society · 2023Article
- Design of novel cyanovirin-N variants by modulation of binding dynamics through distal mutations.eLife · 2022Article
- Promising SARS-CoV-2 main protease inhibitor ligand-binding modes evaluated using LB-PaCS-MD/FMO.Scientific reports · 2022Article
- Towards gaining sight of multiscale events: utilizing network models and normal modes in hybrid methods.Current opinion in structural biology · 2020Review
- A Coarse-Grained Methodology Identifies Intrinsic Mechanisms That Dissociate Interacting Protein Pairs.Frontiers in molecular biosciences · 2020Article
- Ligand discrimination between active and inactive activation loop conformations of Aurora-A kinase is unmodified by phosphorylation.Chemical science · 2019Article
- Enriching Traditional Protein-protein Interaction Networks with Alternative Conformations of Proteins.Scientific reports · 2017Article
- The Development of Target-Specific Pose Filter Ensembles To Boost Ligand Enrichment for Structure-Based Virtual Screening.Journal of chemical information and modeling · 2017Article
- Human Aquaporin-4 and Molecular Modeling: Historical Perspective and View to the Future.International journal of molecular sciences · 2016Review
- Article
- The Role of Conformational Dynamics and Allostery in the Disease Development of Human Ferritin.Biophysical journal · 2015Article
- Challenges, applications, and recent advances of protein-ligand docking in structure-based drug design.Molecules (Basel, Switzerland) · 2014Review
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3 authors.
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Abstract
Molecular docking serves as an important tool in modeling protein-ligand interactions. However, it is still challenging to incorporate overall receptor flexibility, especially backbone flexibility, in docking due to the large conformational space that needs to be sampled. To overcome this problem, we developed a novel flexible docking approach, BP-Dock (Backbone Perturbation-Dock) that can integrate both backbone and side chain conformational changes induced by ligand binding through a multi-scale approach. In the BP-Dock method, we mimic the nature of binding-induced events as a first-order approximation by perturbing the residues along the protein chain with a small Brownian kick one at a time. The response fluctuation profile of the chain upon these perturbations is computed using the perturbation response scanning method. These response fluctuation profiles are then used to generate binding-induced multiple receptor conformations for ensemble docking. To evaluate the performance of BP-Dock, we applied our approach on a large and diverse data set using unbound structures as receptors. We also compared the BP-Dock results with bound and unbound docking, where overall receptor flexibility was not taken into account. Our results highlight the importance of modeling backbone flexibility in docking for recapitulating the experimental binding affinities, especially when an unbound structure is used. With BP-Dock, we can generate a wide range of binding site conformations realized in nature even in the absence of a ligand that can help us to improve the accuracy of unbound docking. We expect that our fast and efficient flexible docking approach may further aid in our understanding of protein-ligand interactions as well as virtual screening of novel targets for rational drug design.
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