The bacille Calmette-Guérin vaccine provides very efficient protection in standard animal models of Mycobacterium tuberculosis challenge. We show in this article that although bacille Calmette-Guérin controlled M. tuberculosis growth for 7 wk of infection, the protection was gradually lost as the infection entered the chronic phase. The regrowth of M. tuberculosis coincided with an almost complete disappearance of IL-2-producing CD4 T cells. Booster vaccination with a subunit vaccine (Ag85B-ESAT-6+CAF01) expanded IL-2(+) CD4(+) T cell coexpressing either TNF-α or TNF-α/IFN-γ, and the maintenance of this population in the late stage of infection was associated with enhanced control of bacterial growth. The IL-2(+) CD4(+) T cell subsets were KLRG1(-) (nonterminally differentiated), were found to be CD62L(high), and further maintained a pronounced proliferative and cytokine-producing potential in the draining lymph nodes, when the animals were challenged 2 y postvaccination. These results suggest that the CD4(+) KLRG1(-) IL-2-secreting subsets are central memory T cells with the potential to continuously replenish the T cells at the site of infection and prevent attrition and functional exhaustion.