ChemMedChem · 2018 · 19 citations · 48 references
MedicineMedicinal ChemistryPharmacologyDrug DesignDrug DiscoveryMolecular PharmacologyEnzyme InhibitionEnzyme TargetsAcyltransferase EnzymesBiochemical CharacterizationDruggable Target DiscoveryEnzyme Target ProfilingPharmacological ProfilingPhenotypic Assay DevelopmentProtein TargetsTherapeutic Target Identification
Abstract By screening a focused library of kinase inhibitor analogues in a phenotypic co‐culture assay for angiogenesis inhibition, we identified an aminotriazine that acts as a cytostatic nanomolar inhibitor. However, this aminotriazine was found to be completely inactive in a whole‐kinome profiling assay. To decipher its mechanism of action, we used the online target prediction tool PPB2 ( http://ppb2.gdb.tools ), which suggested lysophosphatidic acid acyltransferase β (LPAAT‐β) as a possible target for this aminotriazine as well as several analogues identified by structure–activity relationship profiling. LPAAT‐β inhibition (IC 50 ≈15 n m ) was confirmed in a biochemical assay and by its effects on cell proliferation in comparison with a known LPAAT‐β inhibitor. These experiments illustrate the value of target‐prediction tools to guide target identification for phenotypic screening hits and significantly expand the rather limited pharmacology of LPAAT‐β inhibitors.
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Extended-Connectivity Fingerprints
David Rogers, Mathew Hahn · Journal of Chemical Information and Modeling · 2010 · 7.6K citations
A quantitative analysis of kinase inhibitor selectivity
Mazen W. Karaman, Sanna Herrgård, Daniel K. Treiber et al. · Nature Biotechnology · 2008 · 2.4K citations
Relating protein pharmacology by ligand chemistry
Michael J. Keiser, Bryan L. Roth, Blaine N. Armbruster et al. · Nature Biotechnology · 2007 · 2.4K citations · Full text