Here, through a study of T cell receptor (TCR) transgenic CD8+ T cells (TCRTg101) reactive to a native C1498 leukemia cell antigen, we uncover a different mode of T cell tolerance in which TCRTg101 undergo progressive expansion and differentiation into an exhausted state. Here, CD8A is linked to leukemia.