Journal of Computer-Aided Molecular Design · 2016 · 28 citations · 39 references
PharmacyMedicinal ChemistryPharmacologyDrug DesignDrug DiscoveryStructural BioinformaticsBinding Affinity PredictionDrug-receptor InteractionsLigand BindingReceptor BindingReceptor PharmacologyReceptor-ligand InteractionsBindersLigand Design For ReceptorsNoveltyRadioligand Binding AssaysStructure-based Lead DiscoveryStructure-based Ligand DesignTanimoto CoefficientWater-mediated Interactions In Receptors
In this work, we present a case study to explore the challenges associated with finding novel molecules for a receptor that has been studied in depth and has a wealth of chemical information available. Specifically, we apply a previously described protocol that incorporates explicit water molecules in the ligand binding site to prospectively screen over 2.5 million drug-like and lead-like compounds from the commercially available eMolecules database in search of novel binders to the adenosine A 2A receptor (A 2A AR). A total of seventy-one compounds were selected for purchase and biochemical assaying based on high ligand efficiency and high novelty (Tanimoto coefficient ≤0.25 to any A 2A AR tested compound). These molecules were then tested for their affinity to the adenosine A 2A receptor in a radioligand binding assay. We identified two hits that fulfilled the criterion of ~50 % radioligand displacement at a concentration of 10 μM. Next we selected an additional eight novel molecules that were predicted to make a bidentate interaction with Asn253 6.55 , a key interacting residue in the binding pocket of the A 2A AR. None of these eight molecules were found to be active. Based on these results we discuss the advantages of structure-based methods and the challenges associated with finding chemically novel molecules for well-explored targets.
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ChEMBL: a large-scale bioactivity database for drug discovery
Anna Gaulton, Louisa J. Bellis, A. Patrícia Bento et al. · Nucleic Acids Research · 2011 · 4.5K citations · Full text