The present invention relates to a method and tools for extracting information on a compounds influence on a cellular phenotype. The method of the invention may be used as a very efficient procedure for testing the efficacy or resistance of single drugs or combinations of drugs on cells from individual patients. Thus, the methods may be useful for predicting efficacy of a drug on a given patient. The methods are also useful for testing of compounds for toxicity, identifying drug targets for known or novel compounds.