This association was evidenced by the results indicating that knockdown of Notch1 and Akt1 abrogates Nanog-mediated radioresistance and Nanog-mediated high ALDH activity in breast cancer cell lines. This evidence concerns the gene NOTCH1 and breast carcinoma.