COL1A1 and breast cancer: We found that COL1A1, MMP3, PDGFR and FZD7 were significantly increased/decreased in breast cancer brain metastasis compared with primary breast cancer, and the four genes were also acted as long-term outcome factors in breast cancer brain metastasis.