It is seen that the SDG CCL7 is an upstream regulatory gene that promotes early breast cancer survival and invasion through a fibroblast-dependent mechanism in the chemokine signaling pathway (Fig. 6D). This evidence concerns the gene CCL7 and breast carcinoma.