In the current study, we identified potential genes associated with breast cancer tumorigenesis by transcriptional network analysis and further validated ITGA11 from the STC analysis and a differentially expressed gene Jab1/COPS5 in clinical patients. Here, ITGA11 is linked to breast cancer.