Cellular cartography of human tissues has provided unprecedented insight into health and disease. In a recent issue of Science, Reynolds et al. (2021) use single-cell transcriptomics to define cell states and gene programs in human skin and uncover fetal programs in dermatological diseases that may fuel inflammatory pathology.