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Updated: Jan 24, 2026

Pharmacophore Modeling for Targets with Extensive Ligand Libraries: A Case Study on SARS-CoV-2 Mpro
Published on: September 26, 2025
Interrogating dense ligand chemical space with a forward-synthetic library
Florent Chevillard1, Silvia Stotani2, Anna Karawajczyk2
1Department of Pharmaceutical Chemistry, Philipps-University Marburg, 35032 Marburg, Germany.
Forward-synthetic databases efficiently generate novel protein ligands. Researchers synthesized 127/240 molecules in two weeks, discovering new beta-2 adrenergic receptor ligands and optimizing one to 519 nM K.
Area of Science:
- Medicinal Chemistry
- Computational Chemistry
- Drug Discovery
Background:
- Forward-synthetic databases offer a method for exploring vast chemical space.
- Identifying novel protein ligands, especially for well-studied targets like the beta-2 adrenergic receptor, presents a significant challenge.
- Assessing the novelty and synthetic accessibility of compounds within these databases is crucial for drug discovery.
Purpose of the Study:
- To evaluate forward-synthetic databases as a source for novel protein ligands.
- To determine the number of obtainable molecules and the timeframe for synthesis.
- To explore ligand structure-activity relationships and discover novel, dissimilar ligands for the beta-2 adrenergic receptor.
Main Methods:
- Utilizing docking calculations to select candidate molecules from forward-synthetic databases.
- Synthesizing selected molecules to experimentally validate computational predictions.
- Performing structure-activity relationship (SAR) studies on synthesized compounds.
- Assessing ligand novelty by comparison with existing known ligands for the target receptor.
Main Results:
- Successful synthesis of 127 out of 240 designed molecules within a two-week period.
- Discovery of previously unreported, dissimilar ligands for the beta-2 adrenergic receptor.
- Optimization of one ligand series to achieve a K of 519 nM in a single optimization round.
- Analysis revealed that only 3 out of 240 molecules had been previously synthesized, highlighting unexplored chemical space.
Conclusions:
- Forward-synthetic databases are a viable and efficient source for novel protein ligand discovery.
- Rapid synthesis and optimization are achievable using this approach, accelerating drug discovery timelines.
- A vast portion of chemical space remains unexplored, offering significant opportunities for identifying new therapeutic agents.
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