Tumor cells, dendritic cells, and macrophages in the breast cancer environment secrete chemokines such as CCL5, CCL17, CCL22, and CXCL12, which attract peripheral regulatory T cells (Tregs). This evidence concerns the gene CXCL12 and breast carcinoma.