In summary, our findings indicate that macrophages mediate CXCL12-CXCR4 ligand-receptor interactions to recruit Tregs and CD8+ effector T cells, leading to functional exhaustion of CD8+ effector T cells through competition for intratumoral IL-2 by Tregs in prostate cancer. Here, CD8A is linked to prostate cancer.