Deep profiling of human T cells defines compartmentalized clones and phenotypic trajectories across blood and tonsils

98% of T cells reside in tissues, yet nearly all human T cell analyses are performed on peripheral blood. We performed single-cell sequencing of 5.7 million T cells from autologous blood and tonsils of ten donors. We identified distinct patterns of clonal expansion associated with tonsil-restricted phenotypes. Clonal sharing between blood and tonsils was lower than previous estimates and increased with age. Identical T cell receptor (TCR) sequences exhibited limited concordance in their phenotypes across compartments. Furthermore, location dictated the frequencies, clonal dominance, and phenotypes of antigen-specific T cells. Using immune organoids, we showed that antigen exposure drives functionally distinct T cell clones from naive or tissue-resident memory pools. Finally, we demonstrate that chronic infections influence TCR repertoire diversity differently in blood and tonsil-resident T cells. These data highlight the necessity of accounting for tissue-specific contexts to accurately measure the TCR repertoire and monitor T cell responses following perturbing therapies.