Journal of Proteome Research · 2011 · 12 citations · 29 references
Life SciencesBiochemistryBioinformaticsDrug DiscoveryProtein BiochemistryStructural BiologyLigand BindingProtein-ligand BindingProtein-ligand InteractionsProtein-ligand RecognitionReceptor-ligand InteractionsBioprospecting Of Novel GenesProtein - Ligand Affinity PredictionProtein Function RelationshipsProtein-ligand Complex AnalysisProtein-ligand Interaction Mapping
We report that proteins with the same function bind the same set of small molecules from a standardized chemical library. This observation led to a quantifiable and rapidly adaptable method for protein functional analysis using experimentally derived ligand binding profiles. Ligand binding is measured using a high-throughput NMR ligand affinity screen with a structurally diverse chemical library. The method was demonstrated using a set of 19 proteins with a range of functions. A statistically significant similarity in ligand binding profiles was only observed between the two functionally identical albumins and between the five functionally similar amylases. This new approach is independent of sequence, structure, or evolutionary information and, therefore, extends our ability to analyze and functionally annotate novel genes.
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Gene Ontology: tool for the unification of biology
Michael Ashburner, Catherine A. Ball, Judith A. Blake et al. · Nature Genetics · 2000 · 44.6K citations · Full text
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