The identified hub genes—MYC, EGFR, CDKN2A, ERBB2, CDK1, E2F1, TOP2A, MDM2, TGFB1, and FOXM1—play significant roles in BC progression and are potential biomarkers for diagnosis, prognosis, and therapy. This evidence concerns the gene TGFB1 and breast cancer.