We found that the proportions of CD4+ T cells, CD8+ T cells and apCAFs were significantly higher in primary breast cancer, which demonstrates that the immune microenvironment may play an important role in the breast cancer metastasis process. This evidence concerns the gene CD8A and breast carcinoma.