Among the 355 DEGs identified in a combined BC cohort, COL11A1, TOP2A, S100P, COL10A1, and RRM2 were the most upregulated, while ADH1B, ADIPOQ, PLIN1, LEP, and LPL were the most downregulated DEGs in BC. This evidence concerns the gene COL11A1 and breast cancer.