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Published on: December 25, 2021
Molecular shape and medicinal chemistry: a perspective.
Anthony Nicholls1, Georgia B McGaughey, Robert P Sheridan
1OpenEye Scientific Software, Inc., Santa Fe, New Mexico 87508, USA. anthony@eyesopen.com
Molecular shape analysis, utilizing computational power, offers a versatile approach for drug discovery, aiding in virtual screening and lead optimization. Further research is needed to explore its full potential in areas like quantitative structure-activity relationship (QSAR) modeling and crystal packing prediction.
Area of Science:
- Computational chemistry and cheminformatics
- Drug discovery and development
- Molecular modeling and simulation
Background:
- Molecular shape, defined as volume or surface, is a crucial concept in drug discovery.
- Advancements in computing power enable precise handling of molecular shape without approximations.
- Existing methods often rely on point descriptors or simplified metrics.
Purpose of the Study:
- To highlight the utility and adaptability of molecular shape in various drug discovery applications.
- To explore the potential of volumetric and surface-based shape definitions.
- To identify future research directions in molecular shape analysis.
Main Methods:
- Utilizing computational power for precise molecular shape analysis.
- Applying shape concepts to virtual screening, lead optimization, library design, and ligand fitting.
- Exploring volumetric and surface definitions of molecular shape.
Main Results:
- Molecular shape analysis provides a reliable scaffold for drug design and optimization.
- Diverse applications demonstrate the importance of precise shape handling.
- Emerging methods show promise but require further development and validation.
Conclusions:
- Molecular shape is a powerful and adaptable tool in drug discovery.
- Further exploration of volumetric and surface-based shape definitions is warranted.
- The mathematical properties of shape metrics may unlock new applications in pharmaceutical design.
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