The present invention is related to methods of generating adaptive biochemical signatures in live cells and the use of said signatures to identify diagnostic and therapeutic modalities for human disease. The methods described herein comprise contacting a provocative agent to live cells and measuring and analyzing adaptive readouts. The methods of the invention may be used for therapeutic or diagnostic purposes.