In KIRC, the infiltration of adaptive immune subpopulation, including activated CD8+ T cells, Tem/Tcm CD8+ cells, and Tem CD4+ cells, showed anti-tumor activity and associated with good prognosis. The gene discussed is CD4; the disease is neoplasm.