We found that the expressions of CCL1, FABP7, S100B, CTSW, and SEZ6 significantly decreased in the tumor tissue, the expression of CPLX2 and SPIB increased obviously in BC (Additional file 2: Fig. S2E). This evidence concerns the gene CCL1 and breast cancer.