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Incorporating Target Protein Structure Flexibility and Dynamics in Computational Drug Discovery Using Ensemble-Based Docking Analysis
Published on: June 20, 2025
Exploring experimental sources of multiple protein conformations in structure-based drug design
Kelly L Damm1, Heather A Carlson
1Department of Medicinal Chemistry, University of Michigan, Ann Arbor, MI 48109-1065, USA.
Journal of the American Chemical Society
|June 9, 2007
Summary
Incorporating protein flexibility using multiple conformations improves drug design. NMR ensembles offer a more general and accurate active site representation than crystal structures for structure-based drug design.
Area of Science:
- Structural biology
- Computational chemistry
- Drug discovery
Background:
- Protein flexibility is crucial for accurate structure-based drug design.
- Previous work utilized computer-generated conformations for human immunodeficiency virus-1 protease (HIV-1p) pharmacophore modeling.
Purpose of the Study:
- To compare the utility of NMR ensembles versus crystal structures for generating multiple protein structure (MPS) pharmacophore models.
- To assess the impact of protein flexibility on structure-based drug design for HIV-1p.
Main Methods:
- Generated MPS pharmacophore models using an NMR ensemble and a collection of crystal structures of HIV-1p.
- Compared the performance of these models against models derived from single protein conformations.
- Evaluated the ability of models to discriminate known inhibitors from decoy molecules.
Main Results:
- Both NMR ensemble and crystal structure-based MPS models successfully discriminated HIV-1p inhibitors.
- MPS models outperformed single-conformation models.
- An NMR ensemble exhibited greater structural variation than a large set of crystal structures.
- The NMR-derived MPS model provided the most general and accurate active site representation.
Conclusions:
- Multiple protein structure pharmacophore modeling enhances structure-based drug design.
- NMR ensembles are valuable for capturing protein flexibility and generating robust drug design models.
- This study advocates for the use of NMR models in structure-based drug design.
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