Inflammaging in aged tissues drives remodeling of the CD8⁺ T cell compartment

Aging strongly impacts CD8⁺ T cells, including the loss of naive cells and the emergence of age-associated GZMK⁺CD8⁺ T cells (T_AA cells). Although T_AA cells constitute a major population in aged mice, the pathway underlying their differentiation remains unknown. Here, we demonstrate that T_AA cell development is cell extrinsic and requires antigen exposure within aged non-lymphoid tissues. Using a TNF^Δ69AU/+ mouse model, we show that low-grade inflammation accelerates CD8⁺ T cell aging and promotes early accumulation of T_AA cells. Analysis of T_AA cell heterogeneity further identifies a progenitor subpopulation enriched in the aged adipose tissue. Finally, heterochronic transplantation experiments suggest that the aged adipose tissue can serve as a systemic source of T_AA cells and contribute to the conversion of young CD8⁺ T cells into the aged phenotype. Together, these findings indicate that aged non-lymphoid tissues actively drive CD8⁺ T cell remodeling and identify adipose tissue as an important niche shaping immune aging.