Spatially resolved, high-plex image-based profiling that maps molecular-to-phenotypic drug responses of individual tumor cells. Profiling products and a cellular drug-response data platform that enable clinicians, academic researchers and drug developers to improve treatment decisions and prioritize drug candidates.