Function homology screening
View Patent ↗A method of screening biologically active agent based on the analysis of complex biological responses in culture. Methods for selecting cells and culture conditions for such screens are provided, as well as the identification of an optimized set of discrete parameters to be measured, and the use of biomap analysis for rapid identification and characterization of drug candidates, genetic sequences acting pathways, and the like. A feature of the invention is simultaneous screening of a large number of cellular pathways, and the rapid identification of compounds that cause cellular responses.
1. A method for analyzing a candidate compound for a biological activity of interest, the method comprising:
contacting a test mammalian cell culture with said compound, wherein said culture comprises a plurality of factors wherein a plurality of signaling pathways are induced by the presence of the factors;
measuring at least two parameters associated with said plurality of pathways and comparing the measurement of said at least two parameters with the measurement from a control cell culture lacking said compound, and
recording said measurements of said test cell culture and said control cell culture to produce a biological dataset profile, wherein said biological dataset profile is indicative of the pathways that are active in said cell culture.
2. The method of claim 1 , wherein said test cell culture and said control cell culture comprise at least two different cell types.
3. The method of claim 1 , wherein said cells are primary cells.
4. The method of claim 1 , wherein said test cell culture comprises at least one activator of a pathway active in said cell culture.
5. The method of claim 1 , wherein said test cell culture comprises at least one inhibitor of a pathway active in said cell culture.
6. The method of claim 1 , further comprising the step of compiling a plurality of said biological dataset profiles in a database.
7. A method for characterization of a biologically active agent, the method comprising:
contacting said agent with human primary cells in at least one cell culture assay combination comprising at least two factors acting on said cells;
recording changes in at least three different cellular parameter readouts as a result of introduction of said agent;
deriving a biomap from said changes in parameter readouts, wherein said biomap comprises data normalized to be a ratio of test to control data on the same cell type under control conditions in the absence of said biologically active agent, and said parameters are optimized so that the set of data in the biomap is sufficiently informative that it can discriminate the mechanism of action of said agent;
analyzing said biomap by a multiparameter pattern recognition algorithm to quantify relatedness of said biomap to reference biomaps that include known agents that target specific pathways, wherein the presence or absence of relatedness to said reference biomaps provides a characterization of said agent.
8. The method of claim 7 , wherein said at least two factors are added to the cell culture assay combination with the biologically active agent.