Article
Compound classification using image-based cellular phenotypes.
Methods in enzymology - 1 Jan 2006
Adams Cynthia L, Kutsyy Vadim, Coleman Daniel A, Cong Ge, Crompton Anne Moon, Elias Kathleen A, Oestreicher Donald R, Trautman Jay K, Vaisberg Eugeni
Abstract excerpt
Compounds with similar target specificities and modes of inhibition cause similar cellular phenotypes. Based on this observation, we hypothesized that we could quantitatively classify compounds with diverse mechanisms of action using cellular phenotypes and identify compounds with unintended cellular activities within a chemical series. We have developed Cytometrix technologies, a highly automated image-based...
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