Nature Cancer, Published online: 03 April 2026; doi:10.1038/s43018-026-01142-1Izar and colleagues review the insights into cancer biology gained via single-cell analyses and spatial profiling and overview the challenges and opportunities associated with the implementation of these approaches to guide clinical discovery.