In this study, we analyzed the gene expression data (24,991 genes) and the clinical data of patients with BC (1,097 patients) from TCGA, using 702 TFs and 868 patients with BC to systematically identify an effective predictive TF signature for the prognosis of patients with BC using bioinformatics methods. This evidence concerns the gene TF and breast cancer.