Disease-specific survival discrepancy was observed comparing breast cancer patients of the upper and lower quartile of the collagen family (COL2A1, COL11A1, COL6A1, COL6A2), THBS1 and LUM gene expression signature (log-rank test, P = 0.06). This evidence concerns the gene THBS1 and breast carcinoma.