Nature Communications, Published online: 17 August 2026; doi:10.1038/s41467-026-76934-1 High-resolution fluorescence microscopy reveals cellular structures but provides limited chemical information. Here, authors develop Chem-SIM to map molecular composition and dynamics in bacteria and living cells with improved resolution and reduced water background.