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Virtual Screening of a Chemically Diverse "Superscaffold" Library Enables Ligand Discovery for a Key GPCR Target
Katharina Grotsch1,2, Anastasiia V Sadybekov3, Sydney Hiller1,2
1Department of Chemistry, the Bridge Institute, University of Southern California, Los Angeles 90089, California, United States.
ACS Chemical Biology
|April 10, 2024
Summary
Ultra-large virtual screening using novel sulfur fluoride chemistry created millions of compounds. This approach successfully identified cannabinoid type II receptor (CB2) antagonists with a 55% hit rate, accelerating drug discovery.
Area of Science:
- Medicinal Chemistry
- Computational Chemistry
- Drug Discovery
Background:
- Ultra-large virtual screening accelerates the discovery of drug candidates.
- Traditional high-throughput screening is limited by library size and cost-efficiency.
- Expanding chemical space with diverse building blocks enhances lead chemotype quality.
Purpose of the Study:
- To explore new chemical spaces using sulfur(VI) fluoride reactions for ultra-large library generation.
- To virtually screen this library for cannabinoid type II receptor (CB2) antagonists.
- To validate the effectiveness of this approach in identifying novel lead compounds.
Main Methods:
- Generated a combinatorial library of several hundred million compounds via sulfur fluoride exchange reactions.
- Performed structure-based virtual screening targeting the cannabinoid type II receptor (CB2).
- Synthesized and tested top-predicted compounds for in vitro CB2 binding and functional antagonism.
Main Results:
- Achieved an experimentally validated hit rate of 55% for CB2 antagonists.
- Demonstrated the successful diversification of ultra-large chemical spaces.
- Identified high-quality lead compounds for a significant clinical target.
Conclusions:
- Sulfur fluoride exchange reactions are effective for diversifying ultra-large chemical libraries.
- Ultra-large virtual screening is a cost- and time-efficient method for drug discovery.
- This strategy facilitates the identification of novel lead compounds for important biological targets like CB2.

