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Generalization of a targeted library design protocol: application to 5-HT7 receptor ligands
1Computational Chemistry, Department of Structural Chemistry, Biovitrum AB, S-112 76 Stockholm, Sweden. Erik.Nordling@biovitrum.com
This study introduces a method for designing targeted molecular libraries for proteins with complex binding sites. The approach enhances the discovery of specific drug candidates, like those for the serotonin type 7 (5-HT7) receptor.
Area of Science:
- Medicinal Chemistry
- Computational Chemistry
- Pharmacology
Background:
- Designing targeted molecular libraries is crucial for drug discovery, especially for proteins with multi-subsite binding pockets.
- G-Protein Coupled Receptors (GPCRs), such as the serotonin type 7 (5-HT7) receptor, are important drug targets.
Purpose of the Study:
- To present a general strategy for designing targeted libraries for proteins with divisible binding sites.
- To apply this strategy to create a focused library for the 5-HT7 receptor and evaluate its enrichment of potential ligands.
Main Methods:
- Chemogenomic classification of protein subsites.
- Collection of bioactive molecular fragments and virtual library generation.
- Principal Component Analysis (PCA) of molecular descriptors, 3D pharmacophore modeling, and docking calculations.
Main Results:
- A targeted library of 500 molecules for the 5-HT7 receptor was assembled using commercially available building blocks.
- PCA demonstrated that the targeted library occupied a denser region of chemical space compared to a diverse reference library.
- Computational validations indicated an enrichment factor of 2-4 for 5-HT7 receptor ligand-like molecules in the targeted library.
Conclusions:
- The proposed design strategy effectively generates focused libraries with enriched potential drug candidates.
- This method offers a practical solution for designing targeted libraries for proteins with complex binding sites, exemplified by the 5-HT7 receptor.
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