Cancer cells with the CD44+/CD24−/ALDH1+ phenotype in breast cancer can therefore be distinguished from other cancer cells by their stem-like features, ability to maintain survival and the role in cancer invasion and metastasis, particularly in TNBC. This evidence concerns the gene ALDH1A1 and breast cancer.