A novel microscopy method allows unprecedented insights into the spatial organization and direct interactions of immune cells within blood and liquid multi-lineage tissues. The assay, called ‘Pharmacoscopy,’ is able to determine the immunomodulatory properties of drugs within large libraries on immune cells in high resolution and high throughput, enabling new possibilities for drug discovery, particularly in cancer immunotherapy, personalized medicine, and research on signaling pathways of the immune system.