Gene expression analysis from in vitro mammosphere formation revealed IFNG, CXCR5, CD40LG, TBX21, and IL2RG to be associated with the CSC phenotype and also displayed prognostic value for patients with breast cancer. This evidence concerns the gene CD40LG and breast cancer.